line_id,plant_id,work_center_id,shift_id,shift_date,shift_number,shift_duration_minutes,product_id,product_family,production_order_id,line_type,automation_level,number_of_stations,line_configuration,plant_location,industry_sector,takt_time_seconds,designed_cycle_time_seconds,actual_cycle_time_avg_seconds,actual_cycle_time_std_seconds,actual_cycle_time_min_seconds,actual_cycle_time_max_seconds,cycle_time_percentile_p50,cycle_time_percentile_p95,cycle_time_cov,bottleneck_station_id,bottleneck_cycle_time_seconds,bottleneck_utilisation_pct,secondary_bottleneck_station_id,cycle_time_loss_seconds,planned_production_quantity,actual_production_quantity,good_units_produced,defective_units_produced,scrap_units,rework_units,throughput_rate_actual_uph,throughput_rate_design_uph,throughput_rate_ratio,rolled_throughput_yield_pct,total_parts_processed,wip_queue_avg_units,wip_queue_max_units,output_variance_pct,units_per_operator_hour,planned_production_time_minutes,available_time_minutes,oee_availability,oee_performance,oee_quality,oee_overall,teep_pct,loading_pct,availability_loss_minutes,performance_loss_units,quality_loss_units,six_big_losses_breakdown,oee_benchmark_class,oee_loss_primary_driver,changeover_time_minutes,changeover_count,downtime_unplanned_minutes,downtime_planned_minutes,downtime_event_count,mtbf_minutes,mttr_minutes,largest_downtime_event_minutes,equipment_failure_flag,downtime_category_mechanical,downtime_category_electrical,downtime_category_tooling,downtime_category_material,downtime_category_operator,downtime_category_quality_hold,planned_maintenance_flag,maintenance_type_last,equipment_age_years,equipment_condition_score,operator_headcount_planned,operator_headcount_actual,operator_utilisation_pct,operator_skill_level_avg,absenteeism_rate_pct,overtime_hours,ergonomic_incident_flag,operator_variance_flag,cross_training_ratio_pct,shift_supervisor_id,defect_rate_ppm,sigma_level,cpk_primary_characteristic,cp_primary_characteristic,primary_defect_type,secondary_defect_type,inspection_method,spc_control_chart_flag,control_chart_out_of_control,quality_alert_issued,customer_complaint_flag,first_pass_yield_pct,right_first_time_pct,energy_consumption_kwh,energy_per_good_unit_kwh,peak_demand_kw,compressed_air_consumption_m3,coolant_consumption_litres,energy_efficiency_score,carbon_footprint_kg_co2,direct_labour_cost_usd,overhead_cost_usd,material_cost_per_unit_usd,scrap_cost_usd,rework_cost_usd,downtime_cost_per_minute_usd,total_downtime_cost_usd,cost_of_poor_quality_usd,value_added_ratio_pct,production_cost_per_unit_usd
MFG-LINE-PLT-004-06,PLT-004,WC-037,SHF-PLT-004-20210729-1,2021-07-29,1,475.1,PRD-2021-SKU-05702,industrial_machinery,WO-2021-98019,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,121.036,14.524,105.28,343.64,123.31,145.0,0.12,WC-003,128.95,96.85,WC-002,89.07,252,235,234,1,0,1,29.68,31.97,0.9284,99.8876,235,0.1,0,-6.75,4.93,475.1,475.1,1.0,0.9282,0.9957,0.9243,30.5,32.99,0.0,18.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,475.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,6.6,4.8,7,6,84.8,expert,12.6,2.0,no,no,31.7,SUP-089,1124.0,4.56,1.02,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8876,97.6058,950.5,4.062,159.4,66.7,,7.3,399.2,2262.01,5082.56,88.54,0.0,22.14,100,0.0,22.14,32.8,120.3054
MFG-LINE-PLT-005-05,PLT-005,WC-048,SHF-PLT-005-20200508-1,2020-05-08,1,473.0,PRD-2020-SKU-05736,automotive_body,WO-2020-36066,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,79.172,2.375,69.68,177.38,79.93,83.09,0.03,WC-003,81.47,93.55,WC-002,20.15,465,272,271,1,0,1,45.39,59.02,0.7691,99.9879,272,1.6,4,-41.51,1.56,473.0,359.5,0.7601,0.7691,0.9963,0.5824,19.13,32.85,113.5,81.7,1,equipment_failure,average,availability_loss,0.0,0,113.5,0.0,3,157.7,37.8,47.7,yes,73.7,39.8,0.0,0.0,0.0,0.0,no,corrective,23.7,5.3,24,22,81.9,semi_skilled,6.9,0.0,no,no,44.5,SUP-123,121.0,5.17,1.22,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9879,98.2145,857.4,3.164,185.0,91.4,17.1,7.5,360.1,8404.33,16045.01,30.59,0.0,7.65,200,22700.0,4547.65,40.8,120.9218
MFG-LINE-PLT-005-01,PLT-005,WC-039,SHF-PLT-005-20221016-3,2022-10-16,3,450.2,PRD-2022-SKU-04660,automotive_body,WO-2022-67019,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,43.013,5.162,40.25,80.44,44.4,51.53,0.12,WC-001,47.05,99.44,WC-002,0.0,784,390,389,1,0,1,83.62,104.65,0.799,99.9638,390,1.5,4,-50.26,25.92,450.2,319.1,0.7088,0.7007,0.9974,0.4954,15.49,31.27,131.1,166.6,1,reduced_speed,poor,performance_loss,39.3,2,131.1,0.0,6,75.0,21.8,42.8,yes,83.0,15.8,15.7,4.3,0.0,12.3,no,predictive,20.8,5.3,3,2,82.7,skilled,1.8,0.0,no,no,61.0,SUP-177,362.0,4.88,1.13,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9638,98.1422,1077.9,2.771,210.2,85.4,21.6,7.8,452.7,683.77,1120.42,28.64,0.0,7.16,200,26220.0,5251.16,29.2,33.3516
MFG-LINE-PLT-007-02,PLT-007,WC-015,SHF-PLT-007-20230816-2,2023-08-16,2,440.3,PRD-2023-SKU-01042,industrial_machinery,WO-2023-12387,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,271.941,32.633,256.37,545.72,273.78,325.79,0.12,WC-001,267.15,89.31,WC-002,256.4,113,85,84,1,0,1,13.1,15.54,0.843,99.8093,85,2.5,9,-24.78,0.57,440.3,425.7,0.9668,0.7707,0.9882,0.7364,22.52,30.58,14.6,25.3,1,idling_minor_stops,good,performance_loss,36.4,1,14.6,0.0,1,440.3,14.6,14.6,no,14.6,0.0,0.0,0.0,0.0,0.0,no,corrective,32.8,7.0,22,20,72.1,skilled,8.8,0.0,no,no,70.0,SUP-073,1907.0,4.39,0.96,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8093,99.095,300.0,3.572,74.1,28.2,,7.6,126.0,7153.94,17517.75,29.6,0.0,7.4,100,1460.0,299.4,74.2,323.663
MFG-LINE-PLT-001-02,PLT-001,WC-042,SHF-PLT-001-20241024-3,2024-10-24,3,447.9,PRD-2024-SKU-02680,pharmaceutical,WO-2024-99757,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,62.275,11.77,57.38,161.46,59.43,81.7,0.189,WC-001,77.28,99.9,WC-005,0.0,528,332,331,1,0,1,57.78,70.87,0.8153,99.8313,332,2.0,5,-37.12,2.96,447.9,382.1,0.8531,0.7357,0.997,0.6257,19.46,31.1,65.8,119.3,1,idling_minor_stops,average,performance_loss,37.4,1,65.8,0.0,2,223.9,32.9,59.7,yes,59.7,0.0,0.0,0.0,6.1,0.0,no,corrective,22.7,6.9,20,15,80.1,skilled,23.1,0.0,no,no,20.9,SUP-098,1687.0,4.43,0.98,0.98,contamination,labelling,100pct_manual,yes,no,no,no,99.8313,98.8478,471.3,1.424,90.4,27.6,,8.1,197.9,5792.34,12584.63,29.25,0.0,7.31,300,19740.0,3955.31,74.9,84.8579
MFG-LINE-PLT-006-02,PLT-006,WC-027,SHF-PLT-006-20200420-3,2020-04-20,3,449.8,PRD-2020-SKU-03525,food_beverage,WO-2020-85336,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.365,1.124,8.26,13.86,10.17,11.22,0.12,WC-012,10.19,98.88,WC-008,0.0,4078,1959,1953,6,2,4,384.22,545.45,0.7044,99.7419,1961,2.4,4,-51.96,260.51,449.8,305.9,0.6801,0.7044,0.9969,0.4776,14.92,31.24,143.9,822.1,6,equipment_failure,poor,availability_loss,0.0,0,143.9,0.0,10,45.0,14.4,24.2,no,74.2,26.8,42.9,0.0,0.0,0.0,no,preventive,15.5,5.3,1,1,60.2,semi_skilled,11.3,0.0,no,no,78.0,SUP-079,2581.0,4.3,0.93,0.97,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7419,96.7546,863.2,0.442,150.4,59.4,,7.8,362.5,173.93,322.51,8.98,17.96,8.98,80,11512.0,2329.34,37.1,9.2618
MFG-LINE-PLT-005-05,PLT-005,WC-003,SHF-PLT-005-20240625-3,2024-06-25,3,435.3,PRD-2024-SKU-02707,automotive_body,WO-2024-01817,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,73.925,2.218,63.06,134.81,73.98,77.58,0.03,WC-002,75.92,93.36,WC-003,14.9,428,307,306,1,0,1,48.56,59.02,0.8228,99.9884,307,2.0,4,-28.27,2.34,435.3,409.7,0.9412,0.7619,0.9967,0.7148,21.61,30.23,25.6,95.9,1,idling_minor_stops,good,performance_loss,30.3,1,25.6,0.0,2,217.6,12.8,13.8,no,0.0,0.0,0.0,13.8,11.8,0.0,no,preventive,23.7,7.2,20,18,89.3,skilled,8.0,0.0,no,no,63.1,SUP-154,116.0,5.18,1.23,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9884,97.5075,767.1,2.507,203.9,105.9,15.3,8.0,322.2,6166.39,7796.9,33.88,0.0,8.47,200,5120.0,1032.47,27.5,79.6224
MFG-LINE-PLT-005-04,PLT-005,WC-017,SHF-PLT-005-20240327-1,2024-03-27,1,456.6,PRD-2024-SKU-07919,automotive_body,WO-2024-13111,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.502,6.3,46.7,127.51,53.02,62.9,0.12,WC-001,58.5,99.9,WC-003,0.0,587,466,465,1,0,1,68.5,77.25,0.8867,99.9726,466,0.4,0,-20.61,5.09,456.6,408.1,0.8938,0.8868,0.9979,0.7909,25.08,31.71,48.5,59.5,1,idling_minor_stops,good,performance_loss,0.0,0,48.5,0.0,5,91.3,9.7,19.5,no,0.0,5.9,27.1,9.4,6.1,0.0,no,corrective,15.6,6.5,14,12,73.8,skilled,11.4,0.0,no,no,40.2,SUP-174,274.0,4.96,1.15,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9726,97.2729,1199.2,2.579,240.0,133.0,24.0,7.9,503.7,3400.15,6198.53,57.4,0.0,14.35,200,9700.0,1954.35,71.8,78.1658
MFG-LINE-PLT-002-04,PLT-002,WC-017,SHF-PLT-002-20200326-3,2020-03-26,3,434.6,PRD-2020-SKU-07478,electronics_pcb,WO-2020-24841,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.62,4.189,17.17,33.95,19.49,26.53,0.213,WC-004,23.94,99.9,WC-002,0.0,1840,799,795,4,1,3,183.45,255.32,0.7185,99.5232,800,1.5,5,-56.58,27.44,434.6,342.5,0.7881,0.5482,0.995,0.4299,12.98,30.18,92.1,658.5,4,reduced_speed,poor,performance_loss,81.2,2,92.1,0.0,5,86.9,18.4,52.8,yes,73.5,0.0,14.6,0.0,4.0,0.0,no,preventive,15.6,5.7,5,4,78.6,semi_skilled,13.1,0.0,no,no,37.1,SUP-068,4768.0,4.09,0.86,0.94,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.5232,97.4214,652.7,0.821,170.5,44.4,,7.9,274.1,1134.16,1380.2,14.64,14.64,10.98,150,13815.0,2788.62,60.5,17.8764
MFG-LINE-PLT-003-03,PLT-003,WC-014,SHF-PLT-003-20200307-3,2020-03-07,3,466.6,PRD-2020-SKU-07716,electronics_pcb,WO-2020-74961,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.108,0.605,10.44,34.51,12.27,13.11,0.05,WC-003,12.44,93.42,WC-001,0.0,2915,1435,1434,1,0,1,297.16,375.0,0.7924,99.9485,1435,0.7,2,-50.77,61.46,466.6,317.3,0.6801,0.7235,0.9993,0.4917,15.93,32.41,149.3,548.4,1,equipment_failure,poor,availability_loss,27.6,1,149.3,0.0,7,66.7,21.3,56.9,yes,83.9,33.0,0.0,29.0,3.4,0.0,no,preventive,16.8,6.5,4,3,91.2,skilled,3.1,0.0,no,yes,46.0,SUP-188,515.0,4.78,1.09,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,yes,99.9485,97.4068,969.4,0.676,214.4,94.3,,8.3,407.1,795.8,876.41,15.13,0.0,3.78,150,22395.0,4482.78,58.9,16.3067
MFG-LINE-PLT-010-04,PLT-010,WC-046,SHF-PLT-010-20231003-1,2023-10-03,1,476.9,PRD-2023-SKU-03844,industrial_machinery,WO-2023-84331,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,295.659,35.479,257.16,768.91,278.04,354.2,0.12,WC-002,316.73,97.39,WC-001,282.04,108,77,76,1,0,1,12.16,13.62,0.8928,99.8313,77,0.3,0,-28.7,0.87,476.9,425.8,0.8928,0.7967,0.987,0.7021,23.25,33.11,51.1,19.6,1,idling_minor_stops,good,performance_loss,45.8,2,51.1,0.0,2,238.4,25.5,30.7,yes,51.1,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.5,13,11,92.3,skilled,13.6,0.0,no,no,83.0,SUP-132,1687.0,4.43,0.98,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8313,99.6903,194.1,2.554,47.8,26.3,,8.3,81.5,3811.09,6222.37,27.92,0.0,6.98,100,5110.0,1028.98,56.6,160.3066
MFG-LINE-PLT-010-04,PLT-010,WC-020,SHF-PLT-010-20241225-2,2024-12-25,2,448.8,PRD-2024-SKU-09427,industrial_machinery,WO-2024-41666,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,358.09,42.971,309.33,928.82,343.72,428.99,0.12,WC-008,392.02,99.52,WC-007,344.47,101,54,53,1,0,1,10.0,13.62,0.7342,99.6198,54,3.9,9,-46.53,1.18,448.8,323.9,0.7217,0.7343,0.9815,0.5202,16.21,31.17,124.9,19.5,1,equipment_failure,average,availability_loss,0.0,0,124.9,0.0,3,149.6,41.6,61.1,yes,22.8,61.1,0.0,0.0,0.0,41.0,no,corrective,14.7,6.4,7,6,88.7,semi_skilled,8.8,0.0,no,no,76.6,SUP-153,3802.0,4.17,0.89,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6198,98.614,180.0,3.396,47.7,14.7,,7.7,75.6,1703.99,1512.14,79.18,0.0,19.8,100,12490.0,2517.8,58.6,141.3557
MFG-LINE-PLT-004-01,PLT-004,WC-037,SHF-PLT-004-20230728-2,2023-07-28,2,473.6,PRD-2023-SKU-02419,industrial_machinery,WO-2023-38537,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,247.489,12.374,230.74,537.07,244.94,267.91,0.05,WC-002,256.6,94.26,WC-001,230.3,135,75,74,1,0,1,14.38,17.19,0.8365,99.8757,75,1.7,4,-44.44,9.38,473.6,347.7,0.7342,0.7528,0.9867,0.5453,17.93,32.89,125.9,24.6,1,equipment_failure,average,availability_loss,34.7,3,125.9,0.0,5,94.7,25.2,46.1,yes,104.5,5.5,0.0,15.9,0.0,0.0,no,preventive,28.6,5.3,2,1,79.6,skilled,0.8,0.9,no,no,76.1,SUP-160,1243.0,4.53,1.01,1.07,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8757,97.2906,367.5,4.966,83.7,19.4,,6.7,154.3,365.24,594.07,37.52,0.0,9.38,100,12590.0,2527.38,38.0,50.9907
MFG-LINE-PLT-003-04,PLT-003,WC-015,SHF-PLT-003-20201023-2,2020-10-23,2,460.6,PRD-2020-SKU-05777,electronics_pcb,WO-2020-49367,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.15,1.507,26.22,73.06,30.82,32.64,0.05,WC-006,31.15,93.92,WC-008,0.0,1019,879,878,1,0,1,119.29,132.84,0.898,99.9738,879,4.2,16,-13.74,7.62,441.6,423.1,0.9581,0.9383,0.9989,0.898,27.54,30.67,18.5,57.8,1,idling_minor_stops,world_class,performance_loss,0.0,0,18.5,19.0,1,460.6,18.5,18.5,no,0.0,18.5,0.0,0.0,0.0,0.0,yes,preventive,11.0,5.3,16,15,77.5,expert,2.6,0.0,no,no,88.3,SUP-063,262.0,4.97,1.16,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9738,98.8056,810.4,0.923,210.9,44.1,,7.7,340.4,3825.85,9230.62,15.59,0.0,3.9,150,2775.0,558.9,53.8,30.4785
MFG-LINE-PLT-010-03,PLT-010,WC-025,SHF-PLT-010-20240110-2,2024-01-10,2,427.7,PRD-2024-SKU-04506,industrial_machinery,WO-2024-81095,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.147,4.578,33.06,95.43,38.28,45.7,0.12,WC-007,42.73,99.9,WC-008,0.0,736,538,537,1,0,1,94.28,103.45,0.9114,99.8862,538,1.3,4,-26.9,5.38,427.7,342.4,0.8006,0.9114,0.9981,0.7282,21.63,29.7,85.3,52.3,1,equipment_failure,good,availability_loss,0.0,0,85.3,0.0,3,142.6,28.4,59.6,yes,59.6,0.0,15.2,10.4,0.0,0.0,no,corrective,29.1,6.8,15,14,63.5,expert,5.4,0.0,no,no,40.0,SUP-080,1138.0,4.55,1.02,1.16,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.8862,98.5757,1441.3,2.684,333.1,149.4,,8.2,605.3,6315.71,14239.35,68.68,0.0,17.17,100,8530.0,1723.17,34.4,107.0855
MFG-LINE-PLT-004-07,PLT-004,WC-043,SHF-PLT-004-20230311-2,2023-03-11,2,445.5,PRD-2023-SKU-01622,industrial_machinery,WO-2023-91573,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,218.542,10.927,186.64,443.88,219.5,236.57,0.05,WC-004,231.16,96.16,WC-001,200.49,133,110,109,1,0,1,16.44,18.05,0.9108,99.2582,110,0.6,1,-17.29,2.45,445.5,413.8,0.9288,0.8834,0.9909,0.8131,25.16,30.94,31.7,14.5,1,idling_minor_stops,good,performance_loss,12.4,1,31.7,0.0,2,222.7,15.8,22.9,no,0.0,8.8,0.0,0.0,0.0,22.9,no,preventive,22.9,6.5,7,6,78.7,expert,4.6,0.0,no,no,22.5,SUP-196,7418.0,3.94,0.81,0.82,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.2582,98.8753,263.1,2.414,53.5,36.9,,8.4,110.5,2761.47,6140.71,39.66,0.0,9.91,100,3170.0,643.91,30.9,121.6952
MFG-LINE-PLT-005-03,PLT-005,WC-007,SHF-PLT-005-20231218-1,2023-12-18,1,478.1,PRD-2023-SKU-06623,automotive_body,WO-2023-94883,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.094,3.105,55.61,117.69,60.46,67.22,0.05,WC-001,63.93,93.6,WC-002,0.0,506,416,415,1,0,1,57.95,63.6,0.9112,99.9886,416,2.6,10,-17.79,26.04,478.1,430.7,0.9009,0.9111,0.9976,0.8188,27.19,33.2,47.4,40.6,1,setup_adjustment,good,availability_loss,0.0,0,47.4,0.0,2,239.1,23.7,41.9,yes,0.0,0.0,0.0,5.5,0.0,41.9,no,predictive,32.9,5.7,3,2,90.2,multi_skilled,13.0,0.0,no,no,59.4,SUP-089,114.0,5.19,1.23,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9886,97.645,986.9,2.378,166.5,68.6,19.7,8.1,414.5,970.36,1662.49,53.07,0.0,13.27,200,9480.0,1909.27,56.3,59.5421
MFG-LINE-PLT-004-02,PLT-004,WC-018,SHF-PLT-004-20220511-1,2022-05-11,1,476.7,PRD-2022-SKU-06381,industrial_machinery,WO-2022-74519,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,286.631,61.196,258.53,606.15,278.55,387.6,0.213,WC-001,356.99,99.9,WC-002,270.63,126,59,58,1,0,1,12.38,16.0,0.7738,99.2908,59,1.5,4,-53.17,0.52,476.7,342.0,0.7175,0.6469,0.9831,0.4562,15.1,33.11,134.7,32.2,1,idling_minor_stops,poor,performance_loss,56.0,2,134.7,0.0,3,158.9,44.9,100.9,yes,134.7,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,7.0,16,14,67.5,semi_skilled,10.1,0.0,no,no,46.8,SUP-045,7092.0,3.95,0.82,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.2908,98.2428,256.8,4.428,57.0,30.1,,7.0,107.9,3941.54,6001.54,31.32,0.0,7.83,100,13470.0,2701.83,65.6,203.2924
MFG-LINE-PLT-002-03,PLT-002,WC-025,SHF-PLT-002-20211113-2,2021-11-13,2,473.7,PRD-2021-SKU-05217,electronics_pcb,WO-2021-49431,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,60.132,3.007,52.97,85.93,59.57,65.09,0.05,WC-001,63.14,95.45,WC-010,0.0,649,462,461,1,0,1,59.78,82.38,0.7257,99.9304,462,1.2,4,-28.81,14.6,473.7,463.7,0.9789,0.7257,0.9978,0.7088,23.32,32.89,10.0,174.6,1,reduced_speed,good,performance_loss,0.0,0,10.0,0.0,2,236.8,5.0,5.1,no,0.0,0.0,0.0,10.0,0.0,0.0,no,corrective,13.3,5.2,5,4,76.7,semi_skilled,4.4,0.0,no,yes,11.3,SUP-125,696.0,4.7,1.07,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9304,98.334,325.0,0.705,78.5,48.7,,8.2,136.5,1889.03,4429.08,3.03,0.0,0.76,150,1500.0,300.76,64.6,16.7418
MFG-LINE-PLT-004-04,PLT-004,WC-029,SHF-PLT-004-20231026-3,2023-10-26,3,426.5,PRD-2023-SKU-06474,industrial_machinery,WO-2023-77184,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,340.96,59.668,299.92,513.36,312.91,439.41,0.175,WC-001,336.61,89.75,WC-002,328.53,88,61,60,1,0,1,10.52,12.43,0.8463,99.7658,61,0.4,1,-30.68,0.42,426.5,426.5,1.0,0.6905,0.9836,0.6792,20.12,29.62,0.0,27.3,1,reduced_speed,average,performance_loss,78.7,2,0.0,0.0,0,426.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,5.0,22,20,87.2,expert,7.9,0.0,no,no,30.2,SUP-110,2342.0,4.33,0.94,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7658,98.812,186.7,3.112,46.6,24.5,,7.9,78.4,4404.77,10746.24,28.12,0.0,7.03,100,0.0,7.03,38.2,281.1055
MFG-LINE-PLT-004-03,PLT-004,WC-006,SHF-PLT-004-20240315-1,2024-03-15,1,479.6,PRD-2024-SKU-02431,industrial_machinery,WO-2024-93850,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,138.388,6.919,123.33,266.54,138.88,149.8,0.05,WC-005,142.45,93.58,WC-004,111.3,215,168,167,1,0,1,26.0,27.09,0.9598,99.6022,168,3.5,9,-21.86,10.45,437.4,345.5,0.7899,1.0,0.994,0.7852,23.85,30.38,91.9,0.0,1,equipment_failure,good,availability_loss,0.0,0,91.9,42.2,3,159.9,30.6,56.5,yes,84.6,7.4,0.0,0.0,0.0,0.0,yes,preventive,22.2,5.8,3,2,87.3,expert,5.9,0.0,no,no,20.3,SUP-043,3978.0,4.15,0.88,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.6022,97.8155,526.7,3.154,124.9,71.0,,7.9,221.2,325.76,740.98,99.67,0.0,24.92,100,9190.0,1862.92,40.3,106.6545
MFG-LINE-PLT-007-01,PLT-007,WC-007,SHF-PLT-007-20200413-2,2020-04-13,2,464.7,PRD-2020-SKU-09741,industrial_machinery,WO-2020-57860,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,230.947,6.928,211.96,494.59,227.69,242.38,0.03,WC-012,239.17,94.15,WC-004,209.79,163,90,89,1,0,1,15.45,21.16,0.7302,99.9276,90,0.2,0,-44.79,0.96,464.7,386.8,0.8324,0.6597,0.9889,0.543,17.52,32.27,77.9,46.4,1,idling_minor_stops,average,performance_loss,37.3,2,77.9,0.0,7,66.4,11.1,16.4,no,16.4,21.8,13.9,4.2,7.5,14.1,no,emergency,27.1,6.2,13,12,72.2,semi_skilled,7.6,0.0,no,no,74.9,SUP-175,724.0,4.68,1.06,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9276,98.6191,231.8,2.605,52.2,28.8,,8.3,97.4,3752.65,5869.91,50.66,0.0,12.66,100,7790.0,1570.66,57.0,159.3479
MFG-LINE-PLT-002-04,PLT-002,WC-049,SHF-PLT-002-20201105-3,2020-11-05,3,439.9,PRD-2020-SKU-04916,electronics_pcb,WO-2020-08671,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.635,4.192,17.94,42.02,17.82,26.55,0.213,WC-006,21.94,99.9,WC-001,0.0,1862,1237,1230,7,2,5,183.34,255.32,0.7181,99.4918,1239,0.8,2,-33.57,167.75,439.9,404.8,0.9202,0.7181,0.9943,0.657,20.07,30.55,35.1,485.6,7,reduced_speed,average,performance_loss,0.0,0,35.1,0.0,2,220.0,17.5,19.8,no,35.1,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,7.1,2,1,74.3,semi_skilled,24.7,0.3,no,yes,45.7,SUP-180,5082.0,4.07,0.86,0.97,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.4918,99.0632,1216.5,0.989,287.9,135.1,,7.5,510.9,178.53,353.31,7.17,14.34,8.96,150,5265.0,1076.3,58.7,7.6432
MFG-LINE-PLT-003-03,PLT-003,WC-036,SHF-PLT-003-20240229-1,2024-02-29,1,469.8,PRD-2024-SKU-04067,electronics_pcb,WO-2024-63902,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.75,0.537,9.67,21.96,10.93,11.64,0.05,WC-002,10.88,91.99,WC-003,0.0,2935,2037,2036,1,0,1,334.83,375.0,0.8929,99.9665,2037,1.0,3,-30.6,12.38,469.8,416.0,0.8855,0.7835,0.9995,0.6934,22.62,32.62,53.8,562.9,1,reduced_speed,average,performance_loss,51.0,2,53.8,0.0,3,156.6,17.9,29.5,no,50.0,0.0,0.0,3.8,0.0,0.0,no,emergency,16.8,7.5,23,21,78.4,skilled,7.4,0.0,no,no,89.2,SUP-148,335.0,4.9,1.13,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9665,97.9459,1653.2,0.812,400.1,247.8,,8.0,694.3,5176.74,6345.32,4.47,0.0,1.12,150,8070.0,1615.12,38.1,10.1314
MFG-LINE-PLT-009-01,PLT-009,WC-016,SHF-PLT-009-20210811-2,2021-08-11,2,470.0,PRD-2021-SKU-04231,automotive_body,WO-2021-01844,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.565,8.468,63.13,113.62,70.65,84.54,0.12,WC-001,76.55,98.61,WC-002,13.24,448,305,304,1,0,1,50.92,57.32,0.8883,99.9679,305,1.4,4,-31.92,2.04,470.0,403.9,0.8594,0.7904,0.9967,0.677,22.1,32.64,66.1,80.9,1,reduced_speed,average,performance_loss,44.5,1,66.1,0.0,2,235.0,33.1,37.4,yes,66.1,0.0,0.0,0.0,0.0,0.0,no,corrective,28.2,4.9,20,19,84.9,expert,4.0,0.0,no,yes,38.2,SUP-041,321.0,4.91,1.14,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9679,97.4349,647.5,2.13,142.2,94.1,13.0,8.3,271.9,4779.15,7700.63,15.03,0.0,3.76,200,13220.0,2647.76,43.0,56.1313
MFG-LINE-PLT-004-05,PLT-004,WC-007,SHF-PLT-004-20210328-2,2021-03-28,2,468.6,PRD-2021-SKU-07789,industrial_machinery,WO-2021-75376,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,179.167,8.958,169.35,218.89,179.56,193.95,0.05,WC-007,186.35,94.55,WC-005,155.38,185,144,143,1,0,1,19.97,23.79,0.8394,99.881,144,0.7,1,-22.16,3.66,468.6,432.6,0.9232,0.8393,0.9931,0.7695,25.04,32.54,36.0,27.6,1,idling_minor_stops,good,performance_loss,0.0,0,36.0,0.0,4,117.2,9.0,10.9,no,0.0,0.0,19.9,5.2,10.9,0.0,no,preventive,3.8,6.2,6,5,76.6,skilled,0.6,0.0,no,no,15.7,SUP-122,1190.0,4.54,1.01,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.881,97.8201,337.3,2.359,84.2,25.6,,8.4,141.7,2515.13,2656.02,24.35,0.0,6.09,100,3600.0,726.09,29.4,60.6822
MFG-LINE-PLT-003-05,PLT-003,WC-027,SHF-PLT-003-20200216-2,2020-02-16,2,470.6,PRD-2020-SKU-09637,electronics_pcb,WO-2020-54698,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.518,5.102,37.73,100.87,39.62,50.94,0.12,WC-005,43.51,93.04,WC-001,0.0,719,482,480,2,0,2,84.5,92.07,0.9178,99.6814,482,0.7,1,-32.96,5.56,470.6,470.6,1.0,0.6675,0.9959,0.6647,21.72,32.68,0.0,240.1,2,idling_minor_stops,average,performance_loss,128.3,4,0.0,0.0,0,470.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.4,12,11,75.6,expert,2.1,1.4,no,no,13.4,SUP-169,3186.0,4.23,0.91,0.96,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.6814,97.8209,462.7,0.964,77.6,51.0,,7.6,194.3,2707.67,5791.29,12.54,0.0,6.27,150,0.0,6.27,56.6,30.2984
MFG-LINE-PLT-002-04,PLT-002,WC-008,SHF-PLT-002-20200616-1,2020-06-16,1,447.2,PRD-2020-SKU-03036,electronics_pcb,WO-2020-60652,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.286,2.729,13.76,45.06,15.39,19.79,0.178,WC-002,17.9,99.9,WC-006,0.0,1900,1503,1501,2,1,1,235.36,255.32,0.9218,99.8912,1504,0.1,0,-20.89,18.31,447.2,383.2,0.8569,0.9218,0.9987,0.7889,24.5,31.05,64.0,127.5,2,setup_adjustment,good,availability_loss,0.0,0,64.0,0.0,3,149.1,21.3,37.1,yes,37.1,0.0,20.3,0.0,6.6,0.0,no,corrective,15.6,5.2,12,11,92.8,multi_skilled,2.0,1.9,no,yes,74.6,SUP-197,1088.0,4.57,1.02,1.08,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8912,97.4378,1424.4,0.949,368.9,120.0,,7.6,598.2,3381.26,3417.42,17.61,17.61,4.4,150,9600.0,1942.01,36.9,22.1629
MFG-LINE-PLT-006-02,PLT-006,WC-009,SHF-PLT-006-20230605-1,2023-06-05,1,429.8,PRD-2023-SKU-03848,food_beverage,WO-2023-26345,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,10.498,1.26,9.27,14.29,10.64,12.58,0.12,WC-018,11.89,99.9,WC-004,0.0,3898,1988,1983,5,2,3,342.87,545.45,0.6286,99.7847,1990,8.2,18,-49.0,12.58,429.8,362.5,0.8434,0.6033,0.9975,0.5075,15.15,29.85,67.3,1307.2,5,idling_minor_stops,average,performance_loss,14.6,1,67.3,0.0,6,71.6,11.2,22.7,no,0.0,15.7,0.0,20.0,8.8,22.7,no,predictive,15.5,7.0,23,22,80.4,trainee,4.0,0.2,no,no,75.5,SUP-198,2153.0,4.35,0.95,1.04,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7847,99.1837,1110.5,0.56,229.4,163.2,,7.2,466.4,10002.87,22254.71,4.97,9.94,3.73,80,5384.0,1090.47,32.1,21.2496
MFG-LINE-PLT-010-02,PLT-010,WC-049,SHF-PLT-010-20211007-2,2021-10-07,2,423.5,PRD-2021-SKU-07234,industrial_machinery,WO-2021-53390,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,389.679,83.197,348.48,577.24,366.12,526.95,0.213,WC-005,473.33,99.9,WC-002,377.3,86,54,53,1,0,1,9.11,12.38,0.7359,99.3284,54,0.2,0,-37.21,0.5,423.5,376.8,0.8897,0.6948,0.9815,0.6067,17.84,29.41,46.7,23.7,1,idling_minor_stops,average,performance_loss,21.0,2,46.7,0.0,5,84.7,9.3,14.7,no,9.0,16.9,0.0,0.0,6.2,14.7,no,preventive,32.7,5.5,16,15,72.1,semi_skilled,1.8,0.0,no,no,41.1,SUP-113,6716.0,3.97,0.82,0.83,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.3284,97.3588,182.3,3.439,38.9,10.2,,7.7,76.6,3172.65,4619.59,27.31,0.0,6.83,100,4670.0,940.83,34.8,174.8487
MFG-LINE-PLT-007-02,PLT-007,WC-008,SHF-PLT-007-20210613-3,2021-06-13,3,451.3,PRD-2021-SKU-07858,industrial_machinery,WO-2021-35212,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,296.112,35.533,270.9,579.31,284.63,354.74,0.12,WC-002,308.11,94.59,WC-001,280.57,116,79,78,1,0,1,12.12,15.54,0.7799,99.8426,79,3.5,13,-31.9,0.49,451.3,411.4,0.9116,0.7412,0.9873,0.6671,20.91,31.34,39.9,27.6,1,reduced_speed,average,performance_loss,20.3,2,39.9,0.0,3,150.4,13.3,20.8,no,20.8,0.0,0.0,0.0,5.7,13.4,no,preventive,32.8,5.0,24,21,66.3,skilled,11.5,1.1,no,yes,40.8,SUP-117,1574.0,4.45,0.98,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8426,96.9766,85.4,1.095,18.2,7.0,,9.3,35.9,6044.26,10981.73,53.13,0.0,13.28,100,3990.0,811.28,69.9,272.0931
MFG-LINE-PLT-003-05,PLT-003,WC-038,SHF-PLT-003-20200703-2,2020-07-03,2,475.2,PRD-2020-SKU-07265,electronics_pcb,WO-2020-30548,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,51.713,6.206,44.31,129.81,50.92,61.95,0.12,WC-001,57.72,99.9,WC-003,0.0,728,546,545,1,0,1,69.55,92.07,0.7554,99.8522,546,0.1,0,-25.0,13.76,457.5,453.4,0.991,0.7848,0.9982,0.7764,24.66,31.77,4.1,149.7,1,idling_minor_stops,good,performance_loss,0.0,0,4.1,17.7,1,475.2,4.1,4.1,no,0.0,0.0,0.0,0.0,4.1,0.0,yes,preventive,2.5,7.4,7,5,71.4,semi_skilled,14.8,0.0,no,no,47.0,SUP-153,1478.0,4.47,0.99,1.0,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8522,97.5597,481.8,0.884,99.4,66.8,,7.8,202.4,1987.93,2480.22,15.38,0.0,3.85,150,615.0,126.85,45.9,23.6067
MFG-LINE-PLT-003-04,PLT-003,WC-042,SHF-PLT-003-20200315-3,2020-03-15,3,456.1,PRD-2020-SKU-01500,electronics_pcb,WO-2020-69184,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.959,1.898,34.52,113.28,37.86,41.09,0.05,WC-007,40.36,96.66,WC-002,0.0,1008,634,633,1,0,1,94.82,132.84,0.7138,99.8801,634,9.3,24,-37.1,83.27,456.1,440.5,0.9658,0.65,0.9984,0.6268,19.85,31.68,15.6,341.4,1,reduced_speed,average,performance_loss,39.4,1,15.6,0.0,1,456.1,15.6,15.6,no,0.0,0.0,15.6,0.0,0.0,0.0,no,corrective,11.0,5.2,1,1,62.4,semi_skilled,1.2,0.0,no,no,68.1,SUP-030,1199.0,4.54,1.01,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8801,99.2981,719.1,1.136,157.9,40.8,,7.2,302.0,181.09,205.82,17.8,0.0,4.45,150,2340.0,472.45,63.3,18.4394
MFG-LINE-PLT-005-05,PLT-005,WC-010,SHF-PLT-005-20200417-2,2020-04-17,2,455.2,PRD-2020-SKU-09110,automotive_body,WO-2020-95908,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,73.366,2.201,62.72,141.43,72.94,77.0,0.03,WC-003,75.68,93.78,WC-002,14.35,447,238,237,1,0,1,48.88,59.02,0.8282,99.99,238,1.6,3,-46.76,3.47,455.2,335.6,0.7372,0.7211,0.9958,0.5294,16.73,31.61,119.6,92.1,1,reduced_speed,average,performance_loss,43.4,1,119.6,0.0,6,75.9,19.9,64.3,yes,95.1,0.0,6.2,13.8,4.6,0.0,no,predictive,23.7,4.5,11,9,81.3,skilled,11.3,0.0,no,no,18.9,SUP-165,86.0,5.26,1.25,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.16,510.5,2.154,111.3,37.5,10.2,8.3,214.4,2314.57,5061.37,17.52,0.0,4.38,200,23920.0,4788.38,44.2,48.716
MFG-LINE-PLT-004-04,PLT-004,WC-001,SHF-PLT-004-20241030-3,2024-10-30,3,451.3,PRD-2024-SKU-03845,industrial_machinery,WO-2024-50718,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,356.198,67.321,319.25,696.57,318.99,467.28,0.189,WC-001,375.86,95.93,WC-002,343.77,93,75,74,1,0,1,10.1,12.43,0.8126,99.739,75,0.2,0,-19.35,9.84,451.3,445.7,0.9876,0.8124,0.9867,0.7917,24.81,31.34,5.6,17.3,1,reduced_speed,good,performance_loss,0.0,0,5.6,0.0,1,451.3,5.6,5.6,no,0.0,0.0,0.0,0.0,5.6,0.0,no,preventive,24.6,6.4,1,1,77.8,skilled,17.1,0.0,no,no,11.0,SUP-184,2610.0,4.29,0.93,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.739,98.6204,224.1,3.029,51.7,25.5,,8.0,94.1,141.23,343.01,65.87,0.0,16.47,100,560.0,128.47,54.3,73.3039
MFG-LINE-PLT-004-05,PLT-004,WC-035,SHF-PLT-004-20240225-2,2024-02-25,2,442.5,PRD-2024-SKU-05700,industrial_machinery,WO-2024-45674,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,197.724,9.886,177.23,248.3,201.34,214.04,0.05,WC-002,207.08,95.21,WC-008,173.93,175,98,97,1,0,1,18.12,23.79,0.7617,99.8214,98,0.5,1,-44.0,1.1,442.5,324.5,0.7333,0.7615,0.9898,0.5528,16.99,30.73,118.0,30.7,1,equipment_failure,average,availability_loss,0.0,0,118.0,0.0,4,110.6,29.5,69.6,yes,87.2,0.0,16.6,14.2,0.0,0.0,no,predictive,3.8,7.4,14,12,83.4,semi_skilled,7.5,0.0,no,no,42.9,SUP-050,1786.0,4.41,0.97,1.06,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8214,99.3991,302.3,3.116,72.0,18.9,,7.9,127.0,5392.15,5127.12,29.13,0.0,7.28,100,11800.0,2367.28,45.3,137.8764
MFG-LINE-PLT-007-02,PLT-007,WC-020,SHF-PLT-007-20200704-2,2020-07-04,2,434.0,PRD-2020-SKU-07651,industrial_machinery,WO-2020-57481,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,255.125,30.615,239.51,595.53,258.63,305.64,0.12,WC-001,274.07,97.66,WC-002,239.59,112,88,87,1,0,1,14.03,15.54,0.9028,99.8349,88,1.1,3,-21.43,1.2,434.0,376.5,0.8675,0.9023,0.9886,0.7739,23.32,30.14,57.5,9.5,1,setup_adjustment,good,availability_loss,0.0,0,57.5,0.0,4,108.5,14.4,26.3,no,26.3,0.0,14.4,16.8,0.0,0.0,no,corrective,32.8,5.3,12,10,62.5,expert,11.6,0.0,no,no,81.6,SUP-029,1651.0,4.44,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8349,98.0983,127.8,1.469,24.3,9.3,,9.0,53.7,2649.86,3895.14,91.13,0.0,22.78,100,5750.0,1172.78,37.3,167.4074
MFG-LINE-PLT-004-06,PLT-004,WC-005,SHF-PLT-004-20221101-1,2022-11-01,1,448.3,PRD-2022-SKU-03311,industrial_machinery,WO-2022-70669,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,118.59,14.231,101.18,226.26,121.43,142.07,0.12,WC-001,116.12,89.01,WC-003,86.62,238,170,169,1,0,1,30.34,31.97,0.949,99.8907,170,0.2,0,-28.57,3.23,448.3,361.6,0.8066,0.8823,0.9941,0.7074,22.02,31.13,86.7,22.7,1,equipment_failure,good,availability_loss,25.5,1,86.7,0.0,5,89.7,17.3,29.8,no,57.3,0.0,0.0,0.0,17.6,11.8,no,predictive,6.6,6.1,9,7,78.5,expert,12.0,0.0,no,no,24.5,SUP-090,1093.0,4.56,1.02,1.17,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8907,98.4292,523.1,3.095,110.3,72.9,,7.9,219.7,1675.88,2922.02,44.55,0.0,11.14,100,8670.0,1745.14,41.7,72.0201
MFG-LINE-PLT-005-03,PLT-005,WC-029,SHF-PLT-005-20210705-1,2021-07-05,1,465.9,PRD-2021-SKU-06758,automotive_body,WO-2021-32878,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,63.655,3.183,54.57,184.64,63.86,68.91,0.05,WC-002,66.4,94.84,WC-001,0.05,493,309,308,1,0,1,56.4,63.6,0.8868,99.9874,309,0.4,1,-37.32,39.67,465.9,360.0,0.7727,0.8097,0.9968,0.6236,20.18,32.35,105.9,72.6,1,setup_adjustment,average,availability_loss,31.3,2,105.9,0.0,6,77.6,17.7,27.8,no,68.4,0.0,32.4,5.1,0.0,0.0,no,preventive,32.9,5.5,1,1,68.6,skilled,3.4,0.0,no,no,19.5,SUP-169,126.0,5.16,1.22,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9874,98.1439,684.7,2.223,153.3,58.4,13.7,8.2,287.6,420.92,1051.03,23.39,0.0,5.85,200,21180.0,4241.85,49.6,28.245
MFG-LINE-PLT-007-01,PLT-007,WC-022,SHF-PLT-007-20240707-1,2024-07-07,1,472.4,PRD-2024-SKU-01151,industrial_machinery,WO-2024-02027,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.265,5.798,183.23,489.03,194.81,202.83,0.03,WC-009,197.55,92.93,WC-013,172.1,166,133,132,1,0,1,18.6,21.16,0.879,99.9619,133,0.1,0,-19.88,2.79,472.4,429.0,0.9081,0.8789,0.9925,0.7922,25.99,32.81,43.4,18.3,1,idling_minor_stops,good,performance_loss,0.0,0,43.4,0.0,3,157.5,14.5,22.0,no,0.0,22.0,11.2,10.1,0.0,0.0,no,predictive,27.1,5.3,7,6,76.0,skilled,9.0,0.0,no,yes,59.7,SUP-033,381.0,4.87,1.12,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9619,98.2615,368.8,2.794,71.3,22.3,,8.1,154.9,1125.3,1685.42,39.52,0.0,9.88,100,4340.0,877.88,52.8,61.1127
MFG-LINE-PLT-003-03,PLT-003,WC-036,SHF-PLT-003-20240527-1,2024-05-27,1,444.1,PRD-2024-SKU-09218,electronics_pcb,WO-2024-56313,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.122,0.606,11.49,28.02,11.82,13.12,0.05,WC-003,12.6,94.49,WC-001,0.0,2774,1624,1623,1,0,1,296.91,375.0,0.7918,99.951,1624,0.1,0,-41.46,16.87,444.1,328.2,0.739,0.7918,0.9994,0.5848,18.03,30.84,115.9,427.0,1,setup_adjustment,average,availability_loss,0.0,0,115.9,0.0,5,88.8,23.2,51.2,yes,51.2,33.6,0.0,0.0,4.3,26.7,no,corrective,16.8,5.7,14,13,67.3,semi_skilled,4.9,0.0,no,no,57.5,SUP-044,490.0,4.8,1.1,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.951,98.3205,1269.2,0.782,242.3,149.0,,8.0,533.1,4399.05,8634.46,7.69,0.0,1.92,150,17385.0,3478.92,54.4,15.7252
MFG-LINE-PLT-009-02,PLT-009,WC-036,SHF-PLT-009-20231208-1,2023-12-08,1,425.2,PRD-2023-SKU-07693,automotive_body,WO-2023-09951,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,42.926,2.146,38.71,77.5,43.2,46.47,0.05,WC-002,44.02,93.23,WC-003,0.0,772,594,593,1,0,1,83.83,109.09,0.7684,99.9768,594,0.6,1,-23.06,4.4,425.2,425.2,1.0,0.7684,0.9983,0.7671,22.65,29.52,0.0,179.0,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,425.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,14.2,4.5,20,19,69.7,semi_skilled,2.5,0.0,no,no,59.1,SUP-094,232.0,5.0,1.17,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9768,97.7488,1337.2,2.255,262.3,191.3,26.7,8.2,561.6,7609.1,14545.85,37.88,0.0,9.47,200,0.0,9.47,60.5,75.3047
MFG-LINE-PLT-005-04,PLT-005,WC-043,SHF-PLT-005-20230923-1,2023-09-23,1,452.9,PRD-2023-SKU-06465,automotive_body,WO-2023-61460,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,59.326,7.119,50.9,151.37,58.7,71.07,0.12,WC-004,59.75,91.56,WC-002,0.0,582,339,338,1,0,1,60.56,77.25,0.7839,99.9538,339,0.0,0,-41.75,3.73,452.9,373.1,0.8238,0.7056,0.9971,0.5796,18.23,31.45,79.8,141.4,1,idling_minor_stops,average,performance_loss,37.3,1,79.8,0.0,6,75.5,13.3,27.9,no,27.9,30.4,14.8,3.4,3.2,0.0,no,corrective,15.6,5.7,14,12,87.4,semi_skilled,8.4,0.0,no,yes,61.9,SUP-049,462.0,4.81,1.1,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9538,99.0725,909.6,2.691,219.9,134.2,18.2,7.8,382.0,4366.16,10311.69,25.34,0.0,6.33,200,15960.0,3198.33,37.4,68.8406
MFG-LINE-PLT-004-07,PLT-004,WC-014,SHF-PLT-004-20201227-1,2020-12-27,1,436.2,PRD-2020-SKU-07228,industrial_machinery,WO-2020-04296,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,222.578,11.129,191.73,531.24,221.17,240.94,0.05,WC-005,225.49,92.1,WC-004,204.53,131,66,65,1,0,1,16.08,18.05,0.8909,99.9227,66,0.6,1,-49.62,0.89,436.2,263.3,0.6036,0.8331,0.9848,0.4952,15.0,30.29,172.9,13.2,1,equipment_failure,poor,availability_loss,17.0,1,172.9,0.0,8,54.5,21.6,42.4,yes,49.3,33.0,15.1,0.0,0.0,75.4,no,corrective,22.9,5.8,11,10,63.4,skilled,6.1,1.5,no,no,82.1,SUP-031,773.0,4.67,1.06,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9227,98.8928,241.2,3.711,53.7,16.7,,7.5,101.3,3159.62,3219.94,28.21,0.0,7.05,100,17290.0,3465.05,59.4,126.7911
MFG-LINE-PLT-006-02,PLT-006,WC-040,SHF-PLT-006-20221108-1,2022-11-08,1,466.6,PRD-2022-SKU-03787,food_beverage,WO-2022-92273,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.072,0.849,6.26,10.06,6.95,8.47,0.12,WC-003,7.93,99.9,WC-017,0.0,4237,3777,3772,5,1,4,509.01,545.45,0.9332,99.8845,3778,0.1,0,-10.86,485.03,466.6,445.2,0.9541,0.9332,0.9987,0.8892,28.81,32.4,21.4,270.4,5,idling_minor_stops,world_class,performance_loss,0.0,0,21.4,0.0,2,233.3,10.7,12.7,no,0.0,0.0,0.0,0.0,8.7,12.7,no,corrective,15.5,6.6,2,1,86.7,multi_skilled,12.4,0.0,no,no,84.5,SUP-168,1155.0,4.55,1.02,1.13,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8845,97.1762,1131.6,0.3,191.9,119.2,,8.5,475.3,376.79,550.0,3.21,3.21,3.21,80,1712.0,348.82,52.8,3.46
MFG-LINE-PLT-010-02,PLT-010,WC-040,SHF-PLT-010-20220816-1,2022-08-16,1,420.2,PRD-2022-SKU-01790,industrial_machinery,WO-2022-10144,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,340.728,64.398,300.88,577.07,356.87,446.98,0.189,WC-001,351.69,93.83,WC-003,328.35,86,68,67,1,0,1,10.42,12.38,0.8417,99.7768,68,1.3,3,-20.93,0.68,390.7,362.1,0.9268,0.9104,0.9853,0.8314,22.56,27.13,28.6,6.7,1,idling_minor_stops,good,performance_loss,0.0,0,28.6,29.5,2,210.1,14.3,23.1,no,23.1,0.0,0.0,5.6,0.0,0.0,yes,corrective,32.7,4.5,17,14,88.1,skilled,11.9,0.0,no,no,13.0,SUP-185,2232.0,4.34,0.95,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,99.7768,99.6394,258.0,3.851,56.8,33.6,,7.4,108.4,3942.71,9664.81,45.89,0.0,11.47,100,2860.0,583.47,52.7,249.6722
MFG-LINE-PLT-004-01,PLT-004,WC-029,SHF-PLT-004-20201221-1,2020-12-21,1,461.8,PRD-2020-SKU-08985,industrial_machinery,WO-2020-50647,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,276.047,13.802,235.57,468.22,280.27,298.82,0.05,WC-002,286.47,94.34,WC-007,258.86,132,79,78,1,0,1,13.03,17.19,0.758,99.9182,79,0.2,0,-40.15,0.63,431.9,354.4,0.8205,0.778,0.9873,0.6303,18.9,29.99,77.5,22.5,1,reduced_speed,average,performance_loss,20.5,1,77.5,29.9,4,115.4,19.4,24.8,no,0.0,43.7,0.0,13.0,0.0,20.9,yes,emergency,28.6,4.4,19,16,89.7,semi_skilled,14.3,1.9,no,no,42.5,SUP-009,818.0,4.65,1.05,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9182,97.8774,303.5,3.891,53.6,24.6,,7.4,127.5,4728.45,9471.36,51.2,0.0,12.8,100,7750.0,1562.8,65.1,233.9053
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20220531-1,2022-05-31,1,434.6,PRD-2022-SKU-02248,electronics_pcb,WO-2022-86626,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,9.966,0.498,8.86,12.55,9.68,10.79,0.05,WC-002,10.04,91.54,WC-001,0.0,2715,2409,2408,1,0,1,361.11,375.0,0.963,99.9781,2409,0.5,1,-11.27,47.5,434.6,400.3,0.9211,0.963,0.9996,0.8866,26.76,30.18,34.3,92.6,1,equipment_failure,world_class,availability_loss,0.0,0,34.3,0.0,2,217.3,17.2,22.0,no,0.0,34.3,0.0,0.0,0.0,0.0,no,corrective,16.8,5.9,8,7,70.0,expert,7.8,0.0,no,no,86.3,SUP-055,219.0,5.02,1.17,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9781,98.7677,2326.1,0.966,425.7,315.2,,7.6,977.0,2121.27,3227.24,14.97,0.0,3.74,150,5145.0,1032.74,25.5,17.1974
MFG-LINE-PLT-010-02,PLT-010,WC-005,SHF-PLT-010-20220802-2,2022-08-02,2,452.9,PRD-2022-SKU-08934,industrial_machinery,WO-2022-36436,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,343.396,64.902,294.25,927.84,348.92,450.48,0.189,WC-003,370.19,98.0,WC-002,331.02,92,59,58,1,0,1,10.4,12.38,0.8401,99.4643,59,0.9,1,-35.87,0.33,452.9,358.3,0.7911,0.7983,0.9831,0.6208,19.53,31.45,94.6,14.9,1,equipment_failure,average,availability_loss,17.9,1,94.6,0.0,5,90.6,18.9,33.5,yes,83.7,0.0,0.0,10.9,0.0,0.0,no,preventive,32.7,5.5,24,23,61.4,skilled,0.4,0.0,no,no,25.0,SUP-041,5357.0,4.05,0.85,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4643,97.6817,48.5,0.837,9.5,2.8,,9.4,20.4,5808.31,7829.46,34.62,0.0,8.65,100,9460.0,1900.65,25.4,270.3509
MFG-LINE-PLT-009-02,PLT-009,WC-048,SHF-PLT-009-20200207-2,2020-02-07,2,439.7,PRD-2020-SKU-06499,automotive_body,WO-2020-64487,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,55.135,2.757,51.01,144.86,53.85,59.68,0.05,WC-001,57.44,94.71,WC-002,0.0,799,408,407,1,0,1,65.21,109.09,0.5978,99.955,408,1.3,4,-48.94,2.64,439.7,404.1,0.919,0.5553,0.9975,0.5091,15.54,30.53,35.6,326.7,1,idling_minor_stops,average,performance_loss,28.7,1,35.6,0.0,3,146.6,11.9,20.1,no,0.0,35.6,0.0,0.0,0.0,0.0,no,corrective,14.2,6.3,24,21,60.0,trainee,11.7,0.0,no,no,55.6,SUP-136,450.0,4.82,1.11,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.955,99.0711,481.5,1.183,113.5,30.3,9.6,9.1,202.2,7956.38,16621.75,31.35,0.0,7.84,200,7120.0,1431.84,44.6,91.8156
MFG-LINE-PLT-006-02,PLT-006,WC-020,SHF-PLT-006-20230918-3,2023-09-18,3,460.9,PRD-2023-SKU-06305,food_beverage,WO-2023-72247,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.913,0.95,7.11,10.19,7.9,9.48,0.12,WC-014,8.54,98.06,WC-009,0.0,4185,2076,2073,3,1,2,454.92,545.45,0.834,99.8859,2077,1.3,4,-50.39,14.99,460.9,410.5,0.8906,0.5563,0.9986,0.4948,15.84,32.01,50.4,1655.7,3,reduced_speed,poor,performance_loss,136.7,4,50.4,0.0,4,115.2,12.6,13.4,no,11.4,13.4,25.7,0.0,0.0,0.0,no,corrective,15.5,4.9,23,18,74.1,multi_skilled,18.9,0.0,no,no,73.4,SUP-099,1141.0,4.55,1.02,1.09,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8859,97.2323,451.9,0.218,94.8,37.2,,8.9,189.8,7818.17,9665.99,6.77,6.77,3.38,80,4032.0,816.55,62.3,15.214
MFG-LINE-PLT-010-01,PLT-010,WC-028,SHF-PLT-010-20241216-2,2024-12-16,2,466.8,PRD-2024-SKU-03741,industrial_machinery,WO-2024-06182,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,380.724,30.458,323.77,555.0,366.24,430.98,0.08,WC-001,395.0,94.32,WC-003,367.85,100,66,65,1,0,1,9.44,12.87,0.7335,99.888,66,1.0,3,-34.0,8.36,466.8,459.7,0.9848,0.6693,0.9848,0.6492,21.04,32.41,7.1,32.6,1,reduced_speed,average,performance_loss,40.3,2,7.1,0.0,1,466.8,7.1,7.1,no,0.0,0.0,7.1,0.0,0.0,0.0,no,preventive,19.7,6.4,2,1,80.6,semi_skilled,15.0,0.0,no,no,43.3,SUP-078,1120.0,4.56,1.02,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.888,97.9866,204.2,3.142,44.4,28.3,,7.9,85.8,375.03,421.01,55.09,0.0,13.77,100,710.0,155.77,30.3,68.1843
MFG-LINE-PLT-008-02,PLT-008,WC-030,SHF-PLT-008-20210425-2,2021-04-25,2,436.6,PRD-2021-SKU-07849,medical_devices,WO-2021-09456,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,41.64,3.331,36.05,81.23,41.6,47.14,0.08,WC-003,45.02,98.3,WC-002,0.0,676,587,586,1,0,1,86.42,93.02,0.929,99.99,587,0.6,1,-13.17,10.07,415.2,415.2,1.0,0.9119,0.9983,0.9103,26.25,28.83,0.0,56.7,1,reduced_speed,world_class,performance_loss,29.1,2,0.0,21.4,0,436.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,emergency,8.4,7.2,9,8,66.5,expert,5.8,0.0,no,no,49.0,SUP-161,74.0,5.29,1.26,1.43,contamination,functional_failure,automated_vision,no,no,no,no,99.99,97.7116,574.9,0.981,151.3,47.3,,8.4,241.5,1808.88,1611.11,44.29,0.0,11.07,250,0.0,11.07,61.9,50.2017
MFG-LINE-PLT-004-02,PLT-004,WC-023,SHF-PLT-004-20230111-1,2023-01-11,1,422.3,PRD-2023-SKU-06807,industrial_machinery,WO-2023-21119,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,235.311,41.18,201.45,347.22,232.03,303.26,0.175,WC-002,269.59,99.9,WC-001,219.31,112,93,92,1,0,1,15.26,16.0,0.9537,99.8316,93,1.0,3,-16.96,1.31,422.3,365.6,0.8657,0.9538,0.9892,0.8169,23.96,29.33,56.7,4.5,1,setup_adjustment,good,availability_loss,0.0,0,56.7,0.0,4,105.6,14.2,20.5,no,0.0,0.0,0.0,10.7,11.1,34.9,no,corrective,6.1,7.3,11,10,75.4,expert,4.5,0.0,no,no,73.7,SUP-123,1684.0,4.43,0.98,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8316,98.1286,269.4,2.928,74.8,37.9,,8.0,113.1,3183.01,3451.64,21.5,0.0,5.38,100,5670.0,1139.38,73.7,93.8495
MFG-LINE-PLT-003-01,PLT-003,WC-031,SHF-PLT-003-20240109-1,2024-01-09,1,463.0,PRD-2024-SKU-08094,electronics_pcb,WO-2024-62958,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,26.321,1.316,23.23,35.77,25.91,28.49,0.05,WC-011,26.71,92.27,WC-008,0.0,1354,758,757,1,0,1,136.68,175.61,0.7783,99.9158,758,2.3,5,-44.02,8.17,463.0,391.1,0.8447,0.6622,0.9987,0.5586,17.96,32.15,71.9,386.7,1,idling_minor_stops,average,performance_loss,58.4,3,71.9,0.0,4,115.8,18.0,29.5,no,0.0,29.5,10.0,9.5,0.0,22.9,no,corrective,24.0,5.5,13,12,83.3,semi_skilled,6.8,0.0,no,yes,22.6,SUP-102,842.0,4.64,1.05,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9158,97.173,542.8,0.717,129.8,49.7,,8.2,228.0,1734.69,1997.1,11.15,0.0,2.79,150,10785.0,2159.79,40.6,16.0944
MFG-LINE-PLT-010-02,PLT-010,WC-014,SHF-PLT-010-20240906-1,2024-09-06,1,453.8,PRD-2024-SKU-05992,industrial_machinery,WO-2024-32412,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,375.795,80.232,354.59,873.29,391.0,508.18,0.213,WC-002,406.26,98.28,WC-004,363.42,93,55,54,1,0,1,9.53,12.38,0.7698,99.5844,55,2.0,4,-40.86,0.51,419.5,334.3,0.7969,0.7976,0.9818,0.624,18.18,29.14,85.2,14.0,1,setup_adjustment,average,availability_loss,22.4,1,85.2,34.3,3,151.3,28.4,39.4,yes,56.5,28.7,0.0,0.0,0.0,0.0,yes,preventive,32.7,5.6,17,14,93.2,semi_skilled,12.6,0.0,yes,no,37.5,SUP-113,4156.0,4.14,0.88,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5844,98.1156,212.5,3.936,40.8,27.7,,7.4,89.2,5421.24,5087.57,71.55,0.0,17.89,100,8520.0,1721.89,48.5,267.4826
MFG-LINE-PLT-005-03,PLT-005,WC-035,SHF-PLT-005-20201029-2,2020-10-29,2,442.2,PRD-2020-SKU-03118,automotive_body,WO-2020-51016,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.729,3.136,58.65,180.16,62.68,67.9,0.05,WC-001,63.1,91.44,WC-002,0.0,468,328,327,1,0,1,57.39,63.6,0.9024,99.8869,328,0.3,0,-29.91,4.93,442.2,342.9,0.7755,0.9022,0.997,0.6975,21.42,30.71,99.3,35.6,1,setup_adjustment,average,availability_loss,0.0,0,99.3,0.0,6,73.7,16.6,29.4,no,29.4,14.3,41.4,14.3,0.0,0.0,no,preventive,32.9,6.8,10,9,80.5,multi_skilled,0.0,0.0,no,no,52.5,SUP-124,1131.0,4.55,1.02,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.8869,97.804,627.8,1.92,131.4,89.3,12.6,8.5,263.7,2940.18,5034.31,25.46,0.0,6.37,200,19860.0,3978.37,66.4,49.9247
MFG-LINE-PLT-001-02,PLT-001,WC-001,SHF-PLT-001-20200506-1,2020-05-06,1,458.9,PRD-2020-SKU-02889,pharmaceutical,WO-2020-23423,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,64.799,13.835,61.29,187.91,59.89,87.63,0.213,WC-001,67.58,94.81,WC-003,0.0,541,402,401,1,0,1,55.53,70.87,0.7835,99.9192,402,2.5,5,-25.69,13.11,458.9,434.3,0.9464,0.7836,0.9975,0.7398,23.58,31.87,24.6,111.0,1,idling_minor_stops,good,performance_loss,0.0,0,24.6,0.0,1,458.9,24.6,24.6,no,0.0,0.0,0.0,0.0,0.0,24.6,no,predictive,22.7,5.2,5,4,80.3,semi_skilled,9.1,1.8,no,yes,45.3,SUP-053,808.0,4.65,1.05,1.11,contamination,labelling,100pct_manual,yes,no,no,no,99.9192,99.0043,523.3,1.305,98.4,30.2,,8.3,219.8,629.5,652.78,41.74,0.0,10.44,300,7380.0,1486.44,49.7,45.0418
MFG-LINE-PLT-004-03,PLT-004,WC-026,SHF-PLT-004-20220304-2,2022-03-04,2,479.4,PRD-2022-SKU-07755,industrial_machinery,WO-2022-48056,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,175.579,8.779,151.92,261.76,173.86,190.06,0.05,WC-004,182.08,94.27,WC-001,148.49,216,107,106,1,0,1,20.32,27.09,0.7501,99.8987,107,3.7,12,-50.46,2.65,479.4,410.5,0.8563,0.5773,0.9907,0.4897,16.3,33.29,68.9,78.3,1,reduced_speed,poor,performance_loss,94.6,4,68.9,0.0,3,159.8,23.0,42.6,yes,53.3,0.0,15.7,0.0,0.0,0.0,no,preventive,22.2,6.4,6,5,92.4,semi_skilled,0.2,0.9,no,no,20.8,SUP-044,1013.0,4.59,1.03,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8987,99.2887,292.2,2.757,50.7,26.1,,8.2,122.7,2309.29,3334.69,63.95,0.0,15.99,100,6890.0,1393.99,66.1,117.7984
MFG-LINE-PLT-003-04,PLT-003,WC-003,SHF-PLT-003-20210916-1,2021-09-16,1,463.1,PRD-2021-SKU-09657,electronics_pcb,WO-2021-71199,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,28.896,1.445,25.37,70.84,28.61,31.28,0.05,WC-004,29.63,93.21,WC-002,0.0,1024,795,794,1,0,1,124.51,132.84,0.9373,99.9784,795,1.2,3,-22.36,5.14,463.1,411.4,0.8883,0.8729,0.9987,0.7745,24.91,32.16,51.7,115.8,1,idling_minor_stops,good,performance_loss,28.2,1,51.7,0.0,3,154.4,17.2,30.4,yes,30.4,12.5,8.7,0.0,0.0,0.0,no,emergency,11.0,5.8,21,20,63.3,expert,4.4,0.0,no,no,82.6,SUP-053,216.0,5.02,1.17,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9784,97.9078,848.8,1.069,188.5,95.2,,7.3,356.5,9345.0,12163.16,24.53,0.0,6.13,150,7755.0,1557.13,57.9,51.6493
MFG-LINE-PLT-007-01,PLT-007,WC-034,SHF-PLT-007-20220612-1,2022-06-12,1,469.7,PRD-2022-SKU-09402,industrial_machinery,WO-2022-65398,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,195.447,5.863,169.11,417.04,196.49,205.12,0.03,WC-006,198.56,92.36,WC-001,174.29,165,113,112,1,0,1,18.3,21.16,0.8648,99.945,113,1.3,3,-31.52,0.75,469.7,406.9,0.8663,0.7874,0.9912,0.6761,22.05,32.62,62.8,30.5,1,idling_minor_stops,average,performance_loss,36.4,1,62.8,0.0,5,93.9,12.6,25.9,no,25.9,11.3,18.0,7.5,0.0,0.0,no,corrective,27.1,5.9,21,19,94.5,skilled,4.8,0.0,no,no,58.9,SUP-104,550.0,4.76,1.09,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.945,98.2512,321.9,2.874,68.9,30.9,,8.1,135.2,7618.02,18988.97,24.5,0.0,6.12,100,6280.0,1262.12,39.8,262.2812
MFG-LINE-PLT-010-01,PLT-010,WC-031,SHF-PLT-010-20231110-3,2023-11-10,3,475.1,PRD-2023-SKU-05152,industrial_machinery,WO-2023-53699,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,507.143,40.571,441.47,1344.55,477.71,574.09,0.08,WC-004,527.78,94.61,WC-002,494.27,101,49,48,1,0,1,7.07,12.87,0.5493,99.6999,49,0.1,0,-51.49,0.55,475.1,415.7,0.875,0.5494,0.9796,0.4709,15.54,32.99,59.4,40.2,1,idling_minor_stops,poor,performance_loss,0.0,0,59.4,0.0,4,118.8,14.8,24.4,no,0.0,44.1,8.9,6.3,0.0,0.0,no,corrective,19.7,6.1,12,11,90.4,trainee,1.2,0.0,no,no,40.7,SUP-026,3001.0,4.25,0.92,0.93,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6999,98.7563,114.6,2.387,24.5,8.7,,8.4,48.1,1702.03,3480.55,26.58,0.0,6.64,100,5940.0,1194.64,63.6,135.1042
MFG-LINE-PLT-005-06,PLT-005,WC-002,SHF-PLT-005-20241128-2,2024-11-28,2,450.5,PRD-2024-SKU-08878,automotive_body,WO-2024-47405,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,130.337,6.517,123.25,221.86,127.71,141.09,0.05,WC-007,135.94,94.82,WC-009,82.34,360,71,70,1,0,1,27.43,48.0,0.5715,99.9319,71,5.2,15,-80.28,2.33,450.5,155.3,0.3448,0.5714,0.9859,0.1942,6.08,31.29,295.2,53.3,1,equipment_failure,poor,availability_loss,0.0,0,295.2,0.0,13,34.7,22.7,89.3,yes,185.1,55.3,38.9,11.9,4.1,0.0,no,predictive,32.1,4.0,5,4,62.4,trainee,12.0,0.0,no,yes,85.2,SUP-165,681.0,4.7,1.07,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.9319,97.966,312.4,4.463,55.8,21.9,6.2,6.4,131.2,623.64,1284.99,46.24,0.0,11.56,200,59040.0,11819.56,67.0,74.1667
MFG-LINE-PLT-009-01,PLT-009,WC-045,SHF-PLT-009-20210417-1,2021-04-17,1,450.7,PRD-2021-SKU-07958,automotive_body,WO-2021-46833,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,67.897,8.148,59.84,140.89,70.63,81.34,0.12,WC-006,74.79,99.9,WC-001,10.58,430,312,311,1,0,1,53.0,57.32,0.9246,99.9597,312,0.2,0,-27.44,2.07,450.7,353.2,0.7837,0.9246,0.9968,0.7223,22.61,31.3,97.5,25.4,1,setup_adjustment,good,availability_loss,0.0,0,97.5,0.0,5,90.1,19.5,50.1,yes,65.6,10.7,21.3,0.0,0.0,0.0,no,emergency,28.2,4.9,23,20,69.6,expert,11.5,0.0,no,no,11.6,SUP-004,403.0,4.85,1.12,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9597,97.0395,695.1,2.235,143.6,65.3,13.9,8.2,291.9,8045.51,8583.91,71.17,0.0,17.79,200,19500.0,3917.79,63.9,124.8696
MFG-LINE-PLT-005-04,PLT-005,WC-032,SHF-PLT-005-20220517-3,2022-05-17,3,429.8,PRD-2022-SKU-09088,automotive_body,WO-2022-23784,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,65.997,7.92,57.66,82.74,68.48,79.06,0.12,WC-002,73.74,99.9,WC-003,0.0,550,301,299,2,1,1,54.5,77.25,0.7055,99.4729,302,1.7,4,-45.27,8.35,429.8,331.4,0.7711,0.7054,0.9934,0.5403,16.13,29.85,98.4,125.7,2,reduced_speed,average,performance_loss,0.0,0,98.4,0.0,7,61.4,14.1,24.5,no,14.6,57.1,0.0,0.0,2.2,24.5,no,emergency,15.6,4.3,7,5,78.8,semi_skilled,19.4,0.0,no,no,62.4,SUP-075,5271.0,4.06,0.85,0.89,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.4729,96.6228,681.1,2.278,167.4,101.6,13.6,8.2,286.1,2169.23,2762.84,60.87,60.87,15.22,200,19680.0,4012.09,57.4,77.7724
MFG-LINE-PLT-008-02,PLT-008,WC-021,SHF-PLT-008-20220329-2,2022-03-29,2,467.4,PRD-2022-SKU-01183,medical_devices,WO-2022-66621,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,52.354,4.188,48.98,135.44,52.44,59.26,0.08,WC-005,55.2,95.85,WC-002,0.0,724,419,418,1,0,1,68.61,93.02,0.7376,99.9814,419,1.3,4,-42.13,8.94,467.4,421.5,0.9018,0.6411,0.9976,0.5768,18.72,32.46,45.9,234.6,1,reduced_speed,average,performance_loss,55.1,3,45.9,0.0,3,155.8,15.3,23.8,no,23.8,22.1,0.0,0.0,0.0,0.0,no,predictive,8.4,7.0,7,6,63.2,semi_skilled,8.0,0.0,no,no,50.3,SUP-092,186.0,5.06,1.19,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.9814,97.8827,629.5,1.506,146.0,74.4,,7.5,264.4,2051.32,4328.36,10.9,0.0,2.73,250,11475.0,2297.73,40.9,26.1885
MFG-LINE-PLT-009-02,PLT-009,WC-037,SHF-PLT-009-20200701-1,2020-07-01,1,421.8,PRD-2020-SKU-09513,automotive_body,WO-2020-84985,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.329,1.766,30.91,89.84,35.2,38.24,0.05,WC-002,36.2,93.15,WC-003,0.0,766,643,642,1,0,1,101.76,109.09,0.9328,99.9893,643,0.9,1,-16.06,15.22,421.8,400.3,0.949,0.8835,0.9984,0.8372,24.52,29.29,21.5,84.8,1,idling_minor_stops,good,performance_loss,21.2,1,21.5,0.0,1,421.8,21.5,21.5,no,0.0,0.0,0.0,21.5,0.0,0.0,no,corrective,14.2,6.6,7,6,87.7,multi_skilled,10.9,0.0,no,yes,64.2,SUP-073,107.0,5.2,1.23,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9893,97.4708,1600.5,2.493,321.9,138.3,32.0,8.0,672.2,1137.12,2497.5,24.92,0.0,6.23,200,4300.0,866.23,29.0,30.6202
MFG-LINE-PLT-010-04,PLT-010,WC-037,SHF-PLT-010-20220916-2,2022-09-16,2,474.8,PRD-2022-SKU-02729,industrial_machinery,WO-2022-21508,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,303.617,36.434,284.31,530.29,292.6,363.73,0.12,WC-004,322.55,96.58,WC-001,290.0,107,70,69,1,0,1,11.82,13.62,0.8678,99.7603,70,1.0,2,-34.58,2.18,474.8,405.5,0.854,0.7605,0.9857,0.6402,21.11,32.97,69.3,22.0,1,reduced_speed,average,performance_loss,50.1,3,69.3,0.0,2,237.4,34.7,53.6,yes,53.6,15.7,0.0,0.0,0.0,0.0,no,preventive,14.7,7.6,5,4,92.1,skilled,3.2,0.0,no,no,89.6,SUP-154,2397.0,4.32,0.94,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7603,97.0945,286.0,4.145,64.4,19.3,,7.2,120.1,868.23,695.95,110.36,0.0,27.59,100,6930.0,1413.59,48.7,134.6287
MFG-LINE-PLT-004-01,PLT-004,WC-025,SHF-PLT-004-20210101-3,2021-01-01,3,427.6,PRD-2021-SKU-08319,industrial_machinery,WO-2021-08645,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,296.087,14.804,277.58,501.17,298.95,320.51,0.05,WC-004,303.82,93.28,WC-009,278.9,122,70,69,1,0,1,12.1,17.19,0.7039,99.7639,70,0.7,2,-42.62,0.74,427.6,387.2,0.9055,0.631,0.9857,0.5632,16.72,29.69,40.4,40.9,1,idling_minor_stops,average,performance_loss,40.2,1,40.4,0.0,2,213.8,20.2,27.8,no,27.8,0.0,12.6,0.0,0.0,0.0,no,preventive,28.6,5.7,14,13,70.4,semi_skilled,3.9,0.0,no,no,20.7,SUP-169,2361.0,4.33,0.94,1.06,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7639,96.9103,251.2,3.641,55.7,24.6,,7.6,105.5,5045.15,12419.95,38.82,0.0,9.71,100,4040.0,817.71,47.2,292.5
MFG-LINE-PLT-004-05,PLT-004,WC-005,SHF-PLT-004-20200514-2,2020-05-14,2,434.8,PRD-2020-SKU-05834,industrial_machinery,WO-2020-65881,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,174.048,8.702,152.45,398.45,172.94,188.41,0.05,WC-007,175.41,91.62,WC-001,150.26,172,111,110,1,0,1,20.55,23.79,0.8638,99.9397,111,1.7,3,-35.47,1.17,434.8,411.0,0.9453,0.6811,0.991,0.638,19.26,30.19,23.8,52.0,1,idling_minor_stops,average,performance_loss,86.9,3,23.8,0.0,2,217.4,11.9,13.7,no,13.7,0.0,0.0,10.1,0.0,0.0,no,preventive,3.8,7.8,15,13,69.5,skilled,7.6,0.9,no,no,45.1,SUP-069,603.0,4.74,1.08,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9397,97.618,288.5,2.623,63.3,43.0,,8.3,121.2,5822.26,9623.18,33.11,0.0,8.28,100,2380.0,484.28,50.2,173.8241
MFG-LINE-PLT-005-03,PLT-005,WC-042,SHF-PLT-005-20220928-2,2022-09-28,2,443.8,PRD-2022-SKU-03656,automotive_body,WO-2022-40217,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,69.891,3.495,62.84,85.99,70.18,75.66,0.05,WC-002,70.52,91.73,WC-001,6.29,470,325,324,1,0,1,51.48,63.6,0.8094,99.9873,325,0.4,1,-30.85,43.8,414.9,358.1,0.8631,0.856,0.9969,0.7366,21.23,28.82,56.8,54.7,1,idling_minor_stops,good,performance_loss,8.2,1,56.8,28.9,3,147.9,18.9,33.6,yes,16.9,33.6,0.0,6.2,0.0,0.0,yes,preventive,32.9,4.9,2,1,74.4,skilled,4.1,0.0,no,no,66.3,SUP-142,127.0,5.16,1.22,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9873,98.2963,949.3,2.93,168.3,69.9,19.0,7.7,398.7,321.1,558.41,37.65,0.0,9.41,200,11360.0,2281.41,60.7,40.4807
MFG-LINE-PLT-003-01,PLT-003,WC-010,SHF-PLT-003-20240316-3,2024-03-16,3,455.6,PRD-2024-SKU-07110,electronics_pcb,WO-2024-69198,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.451,1.173,21.47,33.91,23.35,25.39,0.05,WC-009,25.13,97.41,WC-002,0.0,1332,896,895,1,0,1,153.37,175.61,0.8734,99.9607,896,1.5,4,-32.73,117.86,455.6,385.9,0.847,0.7933,0.9989,0.6712,21.24,31.64,69.7,233.5,1,reduced_speed,average,performance_loss,35.4,1,69.7,0.0,4,113.9,17.4,30.0,yes,23.5,0.0,10.8,0.0,5.5,30.0,no,preventive,24.0,6.5,2,1,69.4,expert,0.3,0.3,no,no,45.4,SUP-157,393.0,4.86,1.12,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9607,97.6752,814.5,0.91,204.0,109.6,,7.7,342.1,384.74,565.38,5.67,0.0,1.42,150,10455.0,2092.42,75.0,6.7379
MFG-LINE-PLT-004-07,PLT-004,WC-033,SHF-PLT-004-20241207-3,2024-12-07,3,467.5,PRD-2024-SKU-01720,industrial_machinery,WO-2024-36090,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,231.731,11.587,218.78,413.21,232.95,250.85,0.05,WC-002,240.25,94.25,WC-004,213.68,140,98,97,1,0,1,15.46,18.05,0.8565,99.9218,98,2.5,5,-30.0,0.83,467.5,380.2,0.8133,0.8565,0.9898,0.6895,22.39,32.47,87.3,16.4,1,setup_adjustment,average,availability_loss,0.0,0,87.3,0.0,6,77.9,14.5,24.4,no,48.4,18.8,10.3,0.0,9.8,0.0,no,preventive,22.9,6.1,18,15,68.5,expert,14.3,0.0,no,no,78.7,SUP-101,782.0,4.66,1.05,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9218,98.8177,255.9,2.638,57.8,30.5,,8.2,107.5,6179.24,7442.57,17.49,0.0,4.37,100,8730.0,1750.37,74.0,158.1013
MFG-LINE-PLT-006-02,PLT-006,WC-012,SHF-PLT-006-20230704-2,2023-07-04,2,434.6,PRD-2023-SKU-03780,food_beverage,WO-2023-61498,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.701,1.044,7.69,20.36,8.42,10.42,0.12,WC-006,9.53,99.6,WC-016,0.0,3943,2894,2888,6,2,4,413.6,545.45,0.7583,99.8096,2896,5.5,19,-26.6,398.69,434.6,419.8,0.9659,0.7583,0.9979,0.7309,22.06,30.18,14.8,922.5,6,reduced_speed,good,performance_loss,0.0,0,14.8,0.0,2,217.3,7.4,8.2,no,0.0,8.2,0.0,0.0,6.6,0.0,no,corrective,15.5,6.9,1,1,78.4,semi_skilled,9.3,0.0,yes,no,13.7,SUP-032,1904.0,4.39,0.96,0.98,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8096,98.6575,1166.8,0.404,281.0,129.4,,8.0,490.1,240.05,433.63,11.16,22.32,11.16,80,1184.0,270.28,26.3,11.4165
MFG-LINE-PLT-003-02,PLT-003,WC-045,SHF-PLT-003-20231101-3,2023-11-01,3,465.8,PRD-2023-SKU-01134,electronics_pcb,WO-2023-68937,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,44.671,5.36,38.72,66.57,43.83,53.52,0.12,WC-001,43.36,88.25,WC-001,0.0,764,459,458,1,0,1,80.44,98.63,0.8156,99.7921,459,0.3,0,-39.92,14.75,465.8,342.4,0.7351,0.8155,0.9978,0.5982,19.35,32.35,123.4,103.8,1,equipment_failure,average,availability_loss,0.0,0,123.4,0.0,4,116.4,30.8,49.2,yes,73.9,14.4,0.0,0.0,0.0,35.1,no,corrective,24.8,6.4,6,4,79.4,skilled,25.0,0.0,no,no,89.6,SUP-038,2079.0,4.37,0.96,0.98,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7921,97.3206,277.1,0.605,66.0,25.4,,8.5,116.4,982.86,1475.07,6.89,0.0,1.72,150,18510.0,3703.72,62.9,12.2717
MFG-LINE-PLT-005-06,PLT-005,WC-024,SHF-PLT-005-20241113-2,2024-11-13,2,437.7,PRD-2024-SKU-09802,automotive_body,WO-2024-99119,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,103.973,5.199,94.85,182.19,103.51,112.55,0.05,WC-005,106.82,93.39,WC-003,55.97,349,224,223,1,0,1,34.59,48.0,0.7206,99.9565,224,0.3,0,-35.82,5.1,413.7,403.1,0.9744,0.6947,0.9955,0.6738,19.36,28.73,10.6,98.4,1,idling_minor_stops,average,performance_loss,38.5,1,10.6,24.0,2,218.8,5.3,6.6,no,0.0,6.6,0.0,0.0,4.0,0.0,yes,predictive,32.1,4.2,7,6,70.6,semi_skilled,7.6,0.0,no,no,46.4,SUP-172,435.0,4.83,1.11,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9565,98.4573,534.8,2.398,129.1,31.4,10.7,8.1,224.6,1234.88,1119.66,67.04,0.0,16.76,200,2120.0,440.76,25.2,77.8991
MFG-LINE-PLT-010-02,PLT-010,WC-012,SHF-PLT-010-20240503-2,2024-05-03,2,464.0,PRD-2024-SKU-06194,industrial_machinery,WO-2024-44873,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,349.58,66.071,297.26,843.54,365.47,458.6,0.189,WC-003,377.59,98.19,WC-001,337.2,93,72,70,2,0,2,10.16,12.38,0.8207,97.4218,72,1.5,5,-22.58,0.7,464.0,450.2,0.9703,0.7754,0.9722,0.7314,23.57,32.22,13.8,20.9,2,reduced_speed,good,performance_loss,25.2,2,13.8,0.0,1,464.0,13.8,13.8,no,0.0,0.0,13.8,0.0,0.0,0.0,no,predictive,32.7,4.6,16,13,74.2,skilled,12.6,0.3,no,no,82.9,SUP-083,25782.0,3.45,0.65,0.72,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,97.4218,97.3465,174.2,2.489,29.6,9.6,,8.3,73.2,2154.39,1991.53,64.19,0.0,32.09,100,1380.0,308.09,47.6,125.2514
MFG-LINE-PLT-004-03,PLT-004,WC-028,SHF-PLT-004-20210905-1,2021-09-05,1,426.1,PRD-2021-SKU-07682,industrial_machinery,WO-2021-17779,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,154.375,7.719,137.97,342.2,153.91,167.11,0.05,WC-005,158.54,93.36,WC-001,127.28,192,136,135,1,0,1,23.21,27.09,0.8568,99.9234,136,0.4,1,-29.17,1.9,426.1,351.6,0.8252,0.8567,0.9926,0.7017,20.77,29.59,74.5,22.7,1,equipment_failure,good,availability_loss,0.0,0,74.5,0.0,4,106.5,18.6,33.3,yes,47.6,17.1,9.8,0.0,0.0,0.0,no,emergency,22.2,5.2,11,10,85.2,skilled,2.1,0.4,no,no,56.2,SUP-059,766.0,4.67,1.06,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9234,98.2046,223.4,1.655,61.1,22.1,,8.9,93.8,4200.08,9252.32,30.76,0.0,7.69,100,7450.0,1497.69,68.0,130.6353
MFG-LINE-PLT-007-01,PLT-007,WC-019,SHF-PLT-007-20210820-3,2021-08-20,3,442.7,PRD-2021-SKU-08640,industrial_machinery,WO-2021-29812,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,215.993,6.48,188.81,361.17,220.11,226.69,0.03,WC-002,220.57,92.84,WC-003,194.83,156,101,100,1,0,1,16.57,21.16,0.7831,99.926,101,0.1,0,-35.26,2.26,442.7,365.7,0.8261,0.783,0.9901,0.6404,19.69,30.74,77.0,28.0,1,reduced_speed,average,performance_loss,0.0,0,77.0,0.0,3,147.6,25.7,28.7,no,52.8,0.0,0.0,0.0,0.0,24.2,no,corrective,27.1,5.8,8,6,80.4,skilled,15.2,0.0,no,yes,79.5,SUP-061,740.0,4.68,1.06,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.926,97.9625,268.5,2.685,56.4,34.2,,8.2,112.8,2182.31,4822.97,65.16,0.0,16.29,100,7700.0,1556.29,38.9,135.8644
MFG-LINE-PLT-002-01,PLT-002,WC-006,SHF-PLT-002-20231004-2,2023-10-04,2,432.2,PRD-2023-SKU-07623,electronics_pcb,WO-2023-14654,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.581,2.129,39.96,124.05,42.13,46.09,0.05,WC-002,42.47,90.67,WC-001,0.0,680,436,435,1,0,1,84.48,94.49,0.8941,99.9787,436,1.3,5,-35.88,3.02,432.2,374.3,0.866,0.7396,0.9977,0.6391,19.18,30.02,57.9,153.5,1,reduced_speed,average,performance_loss,64.7,2,57.9,0.0,5,86.4,11.6,15.9,no,0.0,0.0,13.7,44.2,0.0,0.0,no,corrective,26.7,6.0,23,20,73.4,expert,8.9,0.0,no,no,26.1,SUP-149,213.0,5.02,1.17,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9787,97.2373,151.4,0.348,34.1,14.1,,9.1,63.6,4707.31,6372.2,8.23,0.0,2.06,150,8685.0,1739.06,59.4,33.7191
MFG-LINE-PLT-005-02,PLT-005,WC-031,SHF-PLT-005-20220713-1,2022-07-13,1,433.6,PRD-2022-SKU-06767,automotive_body,WO-2022-68531,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.878,4.31,49.28,156.85,52.83,60.99,0.08,WC-001,56.74,95.74,WC-004,0.0,547,432,431,1,0,1,66.79,75.79,0.8813,99.9588,432,1.8,6,-21.02,14.91,433.6,388.1,0.8951,0.8812,0.9977,0.7869,23.69,30.11,45.5,58.2,1,reduced_speed,good,performance_loss,0.0,0,45.5,0.0,2,216.8,22.8,29.5,no,0.0,45.5,0.0,0.0,0.0,0.0,no,predictive,1.3,7.2,5,4,62.2,skilled,10.9,0.0,no,no,25.4,SUP-071,412.0,4.84,1.11,1.14,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9588,97.4265,860.3,1.996,155.2,92.4,17.2,8.4,361.3,757.45,1805.62,103.09,0.0,25.77,200,9100.0,1845.77,51.5,109.276
MFG-LINE-PLT-002-02,PLT-002,WC-033,SHF-PLT-002-20231004-1,2023-10-04,1,468.6,PRD-2023-SKU-05089,electronics_pcb,WO-2023-10115,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.284,0.489,14.58,36.34,16.16,17.09,0.03,WC-004,16.77,93.63,WC-001,0.0,2195,1726,1725,1,0,1,221.01,281.25,0.7858,99.9533,1726,0.6,1,-21.37,14.73,468.6,468.6,1.0,0.7858,0.9994,0.7853,25.55,32.54,0.0,470.5,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,468.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.0,16,15,80.7,semi_skilled,0.9,0.0,no,no,72.9,SUP-148,467.0,4.81,1.1,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9533,99.6912,1345.5,0.78,244.6,135.5,,8.1,565.1,5555.59,12707.46,18.79,0.0,4.7,150,0.0,4.7,43.1,29.3882
MFG-LINE-PLT-005-02,PLT-005,WC-028,SHF-PLT-005-20230829-1,2023-08-29,1,478.9,PRD-2023-SKU-07625,automotive_body,WO-2023-19410,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.873,4.23,49.38,135.03,53.17,59.85,0.08,WC-002,54.87,94.34,WC-006,0.0,604,491,490,1,0,1,68.03,75.79,0.8976,99.9862,491,0.5,1,-18.71,6.14,478.9,433.1,0.9044,0.8976,0.998,0.8101,26.94,33.25,45.8,56.0,1,reduced_speed,good,performance_loss,0.0,0,45.8,0.0,2,239.4,22.9,25.8,no,0.0,0.0,20.1,0.0,0.0,25.8,no,predictive,1.3,6.7,11,10,65.5,skilled,3.7,0.0,no,no,63.0,SUP-066,138.0,5.14,1.21,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9862,98.8514,1040.8,2.124,230.7,67.6,20.8,8.3,437.1,2801.43,2723.1,62.02,0.0,15.51,200,9160.0,1847.51,33.7,73.4211
MFG-LINE-PLT-009-02,PLT-009,WC-008,SHF-PLT-009-20240124-2,2024-01-24,2,471.8,PRD-2024-SKU-09757,automotive_body,WO-2024-42073,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.351,1.918,34.84,46.67,37.74,41.52,0.05,WC-001,40.18,95.25,WC-002,0.0,857,641,640,1,0,1,93.79,109.09,0.8597,99.9875,641,0.6,2,-25.2,4.52,471.8,410.1,0.8692,0.8597,0.9984,0.7461,24.44,32.76,61.7,104.6,1,idling_minor_stops,good,performance_loss,0.0,0,61.7,0.0,5,94.4,12.3,20.9,no,20.9,0.0,21.8,11.4,7.6,0.0,no,predictive,14.2,7.2,21,18,66.3,skilled,11.3,0.0,no,no,43.7,SUP-004,125.0,5.16,1.22,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9875,98.869,1322.9,2.067,294.3,147.4,26.5,8.3,555.6,6589.83,13504.17,33.81,0.0,8.45,200,12340.0,2476.45,63.4,65.2597
MFG-LINE-PLT-002-01,PLT-002,WC-013,SHF-PLT-002-20220204-1,2022-02-04,1,462.7,PRD-2022-SKU-01941,electronics_pcb,WO-2022-89203,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,39.367,1.968,34.26,111.86,39.87,42.61,0.05,WC-001,39.96,92.28,WC-002,0.0,728,555,554,1,0,1,91.31,94.49,0.9663,99.9818,555,0.6,2,-23.76,7.98,428.0,352.5,0.8236,0.9998,0.9982,0.822,24.43,29.72,75.5,0.1,1,equipment_failure,good,availability_loss,22.5,1,75.5,34.7,3,154.2,25.2,36.1,yes,63.7,0.0,11.8,0.0,0.0,0.0,yes,predictive,26.7,6.0,10,9,86.9,expert,9.3,0.0,yes,yes,25.6,SUP-134,182.0,5.06,1.19,1.3,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9818,98.0672,432.1,0.78,87.4,59.1,,8.1,181.5,1814.57,3253.31,19.66,0.0,4.92,150,11325.0,2269.92,46.0,28.8433
MFG-LINE-PLT-005-02,PLT-005,WC-021,SHF-PLT-005-20210316-3,2021-03-16,3,465.0,PRD-2021-SKU-09410,automotive_body,WO-2021-95396,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.937,4.315,49.55,74.84,54.44,61.06,0.08,WC-006,57.58,97.05,WC-001,0.0,587,442,441,1,0,1,66.72,75.79,0.8803,99.9846,442,3.1,8,-24.7,56.91,465.0,397.5,0.8548,0.8804,0.9977,0.7509,24.25,32.29,67.5,60.0,1,setup_adjustment,good,availability_loss,0.0,0,67.5,0.0,2,232.5,33.7,40.0,yes,67.5,0.0,0.0,0.0,0.0,0.0,no,emergency,1.3,7.3,2,1,66.4,expert,20.6,0.1,no,no,15.4,SUP-107,154.0,5.11,1.2,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9846,98.9363,1457.5,3.305,332.4,206.1,29.2,7.4,612.1,401.58,758.42,35.89,0.0,8.97,200,13500.0,2708.97,64.4,38.6018
MFG-LINE-PLT-010-03,PLT-010,WC-023,SHF-PLT-010-20210225-1,2021-02-25,1,465.6,PRD-2021-SKU-02033,industrial_machinery,WO-2021-17399,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.001,5.28,40.52,96.28,41.05,52.71,0.12,WC-005,45.38,93.76,WC-007,0.0,800,551,549,2,0,2,81.69,103.45,0.7897,99.7294,551,0.6,1,-31.13,6.43,465.6,404.7,0.8692,0.7897,0.9964,0.6839,22.11,32.33,60.9,146.7,2,reduced_speed,average,performance_loss,0.0,0,60.9,0.0,5,93.1,12.2,20.5,no,20.5,20.3,0.0,20.1,0.0,0.0,no,preventive,29.1,7.6,12,11,85.2,semi_skilled,3.6,0.2,no,no,77.6,SUP-008,2706.0,4.28,0.93,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7294,98.7109,1424.1,2.594,330.6,145.8,,8.3,598.1,2740.94,3133.56,50.52,0.0,25.26,100,6090.0,1243.26,42.5,61.4044
MFG-LINE-PLT-004-03,PLT-004,WC-037,SHF-PLT-004-20220514-1,2022-05-14,1,451.5,PRD-2022-SKU-05308,industrial_machinery,WO-2022-15805,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,147.016,7.351,131.76,411.73,145.26,159.15,0.05,WC-004,149.45,92.41,WC-003,119.93,203,77,76,1,0,1,24.22,27.09,0.8941,99.9581,77,0.4,1,-62.07,0.78,451.5,209.8,0.4647,0.8129,0.987,0.3728,11.69,31.36,241.7,17.7,1,setup_adjustment,poor,availability_loss,19.0,1,241.7,0.0,5,90.3,48.3,168.5,yes,215.5,0.0,16.5,9.7,0.0,0.0,no,predictive,22.2,7.7,14,13,69.1,skilled,1.4,0.0,no,no,13.4,SUP-137,419.0,4.84,1.11,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9581,99.1051,297.0,3.908,56.2,36.0,,7.4,124.7,3193.49,3768.15,60.25,0.0,15.06,100,24170.0,4849.06,64.3,152.6433
MFG-LINE-PLT-009-01,PLT-009,WC-008,SHF-PLT-009-20200802-2,2020-08-02,2,451.1,PRD-2020-SKU-09851,automotive_body,WO-2020-49755,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,83.504,10.02,73.18,189.58,81.7,100.04,0.12,WC-008,92.98,99.9,WC-001,26.18,429,298,296,2,0,2,43.1,57.32,0.7519,99.5949,298,7.7,26,-30.54,2.07,451.1,414.9,0.9197,0.7518,0.9933,0.6868,21.51,31.32,36.2,98.4,2,reduced_speed,average,performance_loss,0.0,0,36.2,0.0,4,112.8,9.1,12.6,no,0.0,0.0,9.0,22.5,4.8,0.0,no,corrective,28.2,5.8,21,19,65.4,semi_skilled,7.9,1.7,no,no,11.2,SUP-193,4051.0,4.15,0.88,0.92,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,no,99.5949,97.7836,896.9,3.03,193.3,48.9,17.9,7.6,376.7,6874.75,11881.55,42.97,0.0,21.48,200,7240.0,1469.48,28.8,106.6262
MFG-LINE-PLT-004-01,PLT-004,WC-041,SHF-PLT-004-20210212-2,2021-02-12,2,437.2,PRD-2021-SKU-07755,industrial_machinery,WO-2021-77924,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,251.855,12.593,223.3,321.59,251.72,272.63,0.05,WC-007,264.29,95.4,WC-005,234.66,125,72,71,1,0,1,14.28,17.19,0.8307,99.9066,72,0.6,2,-42.4,0.49,437.2,347.1,0.7939,0.724,0.9861,0.5668,17.21,30.36,90.1,27.4,1,idling_minor_stops,average,performance_loss,44.5,2,90.1,0.0,8,54.6,11.3,18.9,no,36.3,13.0,0.0,26.8,14.1,0.0,no,preventive,28.6,4.9,24,20,60.2,skilled,14.5,0.0,no,no,46.3,SUP-048,934.0,4.61,1.04,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9066,99.377,309.9,4.365,59.0,16.1,,7.1,130.2,8627.61,20283.29,81.46,0.0,20.36,100,9010.0,1822.36,39.2,489.8031
MFG-LINE-PLT-010-04,PLT-010,WC-026,SHF-PLT-010-20220501-1,2022-05-01,1,425.8,PRD-2022-SKU-06548,industrial_machinery,WO-2022-08484,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,277.599,33.312,261.46,358.28,279.32,332.56,0.12,WC-003,331.03,99.9,WC-002,263.98,96,82,81,1,0,1,12.86,13.62,0.9442,99.8669,82,0.7,2,-14.58,2.28,425.8,406.7,0.9551,0.8882,0.9878,0.838,24.78,29.57,19.1,10.3,1,idling_minor_stops,good,performance_loss,24.0,1,19.1,0.0,2,212.9,9.6,12.8,no,12.8,0.0,6.4,0.0,0.0,0.0,no,preventive,14.7,6.8,6,5,81.0,expert,0.4,0.3,no,yes,39.4,SUP-078,1331.0,4.5,1.0,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.8669,98.3438,251.4,3.104,59.8,17.5,,7.9,105.6,2031.34,3108.7,21.81,0.0,5.45,100,1910.0,387.45,73.3,85.5365
MFG-LINE-PLT-004-03,PLT-004,WC-028,SHF-PLT-004-20210103-1,2021-01-03,1,465.8,PRD-2021-SKU-04557,industrial_machinery,WO-2021-42475,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,209.845,10.492,180.82,360.41,209.34,227.16,0.05,WC-003,213.85,92.64,WC-002,182.75,209,105,104,1,0,1,17.01,27.09,0.6279,99.7472,105,0.4,1,-49.76,13.4,465.8,370.5,0.7954,0.6278,0.9905,0.4946,16.0,32.34,95.3,62.3,1,reduced_speed,poor,performance_loss,0.0,0,95.3,0.0,5,93.2,19.1,28.6,no,70.8,0.0,13.1,11.3,0.0,0.0,no,preventive,22.2,6.9,2,1,94.3,trainee,5.5,0.0,no,no,65.9,SUP-190,2528.0,4.3,0.93,1.03,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7472,98.9122,230.5,2.216,50.3,19.4,,8.5,96.8,465.02,887.74,76.62,0.0,19.16,100,9530.0,1925.16,55.1,90.364
MFG-LINE-PLT-004-04,PLT-004,WC-032,SHF-PLT-004-20231201-3,2023-12-01,3,462.4,PRD-2023-SKU-06096,industrial_machinery,WO-2023-50974,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,522.948,141.85,476.46,1418.04,520.41,757.0,0.271,WC-002,533.97,92.83,WC-001,510.52,93,50,48,2,0,2,6.82,12.43,0.5487,97.9341,50,0.5,1,-46.24,0.62,462.4,439.8,0.9511,0.5489,0.96,0.5012,16.09,32.11,22.6,41.1,2,idling_minor_stops,average,performance_loss,0.0,0,22.6,0.0,2,231.2,11.3,12.2,no,12.2,10.4,0.0,0.0,0.0,0.0,no,preventive,24.6,6.1,13,10,65.1,trainee,20.3,0.0,no,no,55.2,SUP-085,20659.0,3.54,0.68,0.73,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,97.9341,96.9862,163.2,3.399,31.2,10.7,,7.7,68.5,3906.88,4423.91,62.09,0.0,31.05,100,2260.0,483.05,46.8,238.2352
MFG-LINE-PLT-002-03,PLT-002,WC-047,SHF-PLT-002-20201010-2,2020-10-10,2,446.0,PRD-2020-SKU-08707,electronics_pcb,WO-2020-90779,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,52.613,2.631,45.6,71.77,53.4,56.95,0.05,WC-001,55.24,95.45,WC-009,0.0,612,321,320,1,0,1,68.36,82.38,0.8298,99.9633,321,0.0,0,-47.55,43.05,446.0,320.0,0.7175,0.7306,0.9969,0.5225,16.18,30.97,126.0,118.4,1,equipment_failure,average,availability_loss,38.3,1,126.0,0.0,5,89.2,25.2,54.7,yes,103.2,17.5,0.0,0.0,5.3,0.0,no,predictive,13.3,5.5,2,1,92.5,skilled,6.3,0.0,no,no,67.6,SUP-063,367.0,4.88,1.13,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9633,97.1882,242.2,0.757,51.2,14.2,,8.1,101.7,329.72,546.65,5.75,0.0,1.44,150,18900.0,3781.44,73.4,8.5066
MFG-LINE-PLT-010-04,PLT-010,WC-031,SHF-PLT-010-20200725-3,2020-07-25,3,458.7,PRD-2020-SKU-09116,industrial_machinery,WO-2020-35901,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,333.788,40.055,312.6,466.58,311.59,399.88,0.12,WC-003,350.91,95.57,WC-008,320.17,103,60,59,1,0,1,10.69,13.62,0.7849,99.7664,60,0.5,1,-41.75,3.86,458.7,399.0,0.8698,0.6625,0.9833,0.5666,18.05,31.85,59.7,30.6,1,idling_minor_stops,average,performance_loss,62.3,4,59.7,0.0,3,152.9,19.9,30.7,yes,30.7,8.7,0.0,0.0,0.0,20.3,no,preventive,14.7,5.8,3,2,90.4,skilled,17.3,0.0,no,no,20.3,SUP-159,2336.0,4.33,0.94,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.7664,99.3864,203.1,3.443,43.8,16.8,,7.7,85.3,640.21,1025.93,30.95,0.0,7.74,100,5970.0,1201.74,42.4,59.7142
MFG-LINE-PLT-004-05,PLT-004,WC-030,SHF-PLT-004-20211201-2,2021-12-01,2,472.9,PRD-2021-SKU-09338,industrial_machinery,WO-2021-41115,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,202.345,10.117,191.75,316.26,201.96,219.04,0.05,WC-001,211.52,95.03,WC-005,178.56,187,94,93,1,0,1,17.74,23.79,0.7457,99.8891,94,0.3,0,-49.73,1.97,441.2,422.5,0.9576,0.5611,0.9894,0.5316,16.29,30.64,18.7,73.5,1,idling_minor_stops,average,performance_loss,136.2,4,18.7,31.7,2,236.4,9.4,11.3,no,0.0,0.0,11.3,7.5,0.0,0.0,yes,predictive,3.8,7.0,8,6,64.8,semi_skilled,13.1,0.0,no,no,47.3,SUP-111,1109.0,4.56,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8891,99.0627,196.0,2.108,38.3,20.1,,8.6,82.3,2591.06,2425.88,57.12,0.0,14.28,100,1870.0,388.28,26.1,111.6798
MFG-LINE-PLT-004-05,PLT-004,WC-009,SHF-PLT-004-20221219-2,2022-12-19,2,443.3,PRD-2022-SKU-03275,industrial_machinery,WO-2022-47203,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,173.123,8.656,155.65,292.99,171.67,187.41,0.05,WC-004,181.56,95.34,WC-003,149.33,175,119,118,1,0,1,20.72,23.79,0.871,99.8424,119,0.4,0,-32.0,1.6,443.3,344.6,0.7774,0.8708,0.9916,0.6712,20.66,30.79,98.7,17.7,1,equipment_failure,average,availability_loss,0.0,0,98.7,0.0,4,110.8,24.7,64.1,yes,73.6,0.0,17.8,7.3,0.0,0.0,no,corrective,3.8,8.1,12,10,75.5,skilled,13.7,0.0,no,no,11.0,SUP-183,1576.0,4.45,0.98,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8424,99.8177,363.7,3.082,86.7,18.9,,7.9,152.8,2236.31,4316.42,162.21,0.0,40.55,100,9870.0,2014.55,67.5,219.1163
MFG-LINE-PLT-004-03,PLT-004,WC-024,SHF-PLT-004-20230515-1,2023-05-15,1,454.8,PRD-2023-SKU-02159,industrial_machinery,WO-2023-45250,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,212.49,10.625,201.21,426.6,216.15,230.02,0.05,WC-004,216.36,92.56,WC-001,185.4,204,93,92,1,0,1,16.9,27.09,0.6238,99.5911,93,2.6,7,-54.41,0.93,454.8,349.3,0.768,0.5898,0.9892,0.4481,14.15,31.58,105.5,64.7,1,reduced_speed,poor,performance_loss,19.0,2,105.5,0.0,4,113.7,26.4,69.8,yes,69.8,20.5,9.7,5.5,0.0,0.0,no,predictive,22.2,6.4,15,13,68.0,trainee,8.6,0.0,no,yes,80.0,SUP-183,4089.0,4.14,0.88,0.96,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5911,99.2693,313.7,3.41,78.8,23.2,,7.7,131.8,2137.28,2290.9,21.2,0.0,5.3,100,10550.0,2115.3,44.0,69.5628
MFG-LINE-PLT-004-02,PLT-004,WC-015,SHF-PLT-004-20220823-1,2022-08-23,1,461.4,PRD-2022-SKU-05907,industrial_machinery,WO-2022-10859,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,254.49,48.099,240.74,681.35,239.86,333.85,0.189,WC-002,284.36,99.9,WC-001,238.49,122,98,97,1,0,1,14.12,16.0,0.8825,99.7471,98,1.6,4,-19.67,1.15,461.4,447.1,0.969,0.8219,0.9898,0.7883,25.26,32.04,14.3,21.2,1,idling_minor_stops,good,performance_loss,30.8,1,14.3,0.0,1,461.4,14.3,14.3,no,0.0,14.3,0.0,0.0,0.0,0.0,no,corrective,6.1,6.6,13,11,67.7,skilled,9.7,0.0,no,yes,79.3,SUP-188,2529.0,4.3,0.93,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7471,98.2919,270.6,2.79,48.0,24.2,,8.1,113.7,1977.51,2495.39,40.66,0.0,10.16,100,1430.0,296.16,33.0,87.1915
MFG-LINE-PLT-001-01,PLT-001,WC-036,SHF-PLT-001-20220122-2,2022-01-22,2,426.7,PRD-2022-SKU-09413,pharmaceutical,WO-2022-25508,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.291,0.669,20.38,50.14,22.55,23.39,0.03,WC-009,22.87,93.26,WC-010,0.0,1254,1117,1116,1,0,1,161.5,176.47,0.9152,99.99,1117,0.6,1,-10.93,31.39,426.7,415.0,0.9726,0.9151,0.9991,0.8892,26.35,29.63,11.7,103.6,1,reduced_speed,world_class,performance_loss,0.0,0,11.7,0.0,2,213.3,5.9,8.5,no,0.0,0.0,0.0,8.5,3.2,0.0,no,corrective,26.8,5.3,6,5,89.7,expert,4.0,0.0,no,no,20.9,SUP-052,79.0,5.28,1.26,1.39,contamination,labelling,automated_vision,no,no,no,no,99.99,98.1483,1424.0,1.276,333.3,124.9,,8.3,598.1,2242.41,4798.03,15.33,0.0,3.83,300,3510.0,705.83,46.2,21.6524
MFG-LINE-PLT-006-02,PLT-006,WC-038,SHF-PLT-006-20241005-1,2024-10-05,1,470.7,PRD-2024-SKU-01787,food_beverage,WO-2024-52586,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.314,0.878,6.82,14.78,7.41,8.76,0.12,WC-017,7.87,97.79,WC-019,0.0,4272,3542,3536,6,2,4,492.19,545.45,0.9024,99.8495,3544,1.6,5,-17.09,28.17,470.7,431.8,0.9174,0.9023,0.9983,0.8264,27.01,32.69,38.9,383.5,6,reduced_speed,good,performance_loss,0.0,0,38.9,0.0,4,117.7,9.7,13.3,no,12.4,13.3,13.2,0.0,0.0,0.0,no,corrective,15.5,6.4,17,16,81.4,skilled,2.1,0.0,yes,yes,17.9,SUP-095,1505.0,4.47,0.99,1.01,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8495,97.7868,1216.4,0.344,266.4,157.2,,8.3,510.9,5790.42,8196.97,11.22,22.44,11.22,80,3112.0,656.06,28.0,15.1947
MFG-LINE-PLT-004-06,PLT-004,WC-032,SHF-PLT-004-20201206-1,2020-12-06,1,466.6,PRD-2020-SKU-07841,industrial_machinery,WO-2020-16794,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,118.858,14.263,105.25,297.29,118.6,142.39,0.12,WC-001,117.07,89.54,WC-002,86.89,248,218,217,1,0,1,30.23,31.97,0.9456,99.8951,218,0.8,2,-12.1,3.1,466.6,443.6,0.9507,0.9222,0.9954,0.8727,28.28,32.41,23.0,18.4,1,reduced_speed,world_class,performance_loss,11.0,1,23.0,0.0,2,233.3,11.5,11.8,no,0.0,11.2,11.8,0.0,0.0,0.0,no,preventive,6.6,6.2,10,9,87.6,expert,3.7,1.2,no,no,43.9,SUP-004,1049.0,4.58,1.03,1.16,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8951,99.039,709.8,3.271,144.7,82.6,,7.8,298.1,2508.73,5781.24,23.07,0.0,5.77,100,2300.0,465.77,63.6,61.3789
MFG-LINE-PLT-003-05,PLT-003,WC-005,SHF-PLT-003-20200708-2,2020-07-08,2,431.5,PRD-2020-SKU-05336,electronics_pcb,WO-2020-39777,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,44.415,5.33,39.53,66.28,45.71,53.21,0.12,WC-004,46.95,96.09,WC-001,0.0,658,446,443,3,1,2,80.96,92.07,0.8793,99.3689,447,3.3,8,-32.22,4.74,431.5,330.5,0.766,0.8793,0.9933,0.669,20.05,29.97,101.0,61.2,3,setup_adjustment,average,availability_loss,0.0,0,101.0,0.0,6,71.9,16.8,26.7,no,0.0,62.9,11.4,0.0,0.0,26.7,no,emergency,2.5,5.5,16,13,82.8,multi_skilled,14.0,0.0,no,yes,15.0,SUP-022,6311.0,3.99,0.83,0.84,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.3689,96.6419,585.2,1.321,130.7,49.8,,6.7,245.8,3880.52,3276.28,7.22,7.22,3.61,150,15150.0,3040.83,41.4,23.4242
MFG-LINE-PLT-008-01,PLT-008,WC-002,SHF-PLT-008-20230826-1,2023-08-26,1,435.9,PRD-2023-SKU-04855,medical_devices,WO-2023-71692,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,182.063,21.848,159.86,413.32,181.96,218.11,0.12,WC-001,201.38,99.9,WC-003,150.45,228,108,107,1,0,1,19.74,31.61,0.6245,99.6119,108,0.2,0,-52.63,2.95,435.9,359.4,0.8245,0.5705,0.9907,0.466,14.1,30.27,76.5,81.3,1,idling_minor_stops,poor,performance_loss,31.0,1,76.5,0.0,3,145.3,25.5,47.6,yes,24.1,0.0,0.0,0.0,4.8,47.6,no,preventive,7.3,7.5,6,5,82.1,trainee,2.3,1.9,no,no,19.5,SUP-191,3881.0,4.16,0.89,0.98,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.6119,99.3296,217.0,2.028,46.8,27.6,,6.6,91.1,1873.18,3776.38,10.04,0.0,2.51,250,19125.0,3827.51,69.5,62.9335
MFG-LINE-PLT-004-07,PLT-004,WC-014,SHF-PLT-004-20241104-1,2024-11-04,1,474.5,PRD-2024-SKU-02913,industrial_machinery,WO-2024-52217,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,225.625,11.281,196.22,589.98,229.32,244.24,0.05,WC-005,235.63,94.94,WC-003,207.57,142,102,101,1,0,1,15.88,18.05,0.8798,99.9524,102,0.1,0,-28.17,6.39,474.5,385.3,0.812,0.8797,0.9902,0.7073,23.31,32.95,89.2,13.9,1,equipment_failure,good,availability_loss,0.0,0,89.2,0.0,7,67.8,12.7,27.1,no,45.2,0.0,0.0,36.2,7.9,0.0,no,preventive,22.9,6.5,3,2,63.5,skilled,8.5,0.0,no,no,48.6,SUP-110,476.0,4.8,1.1,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9524,98.3166,239.2,2.368,59.8,21.1,,8.4,100.5,304.75,530.49,38.2,0.0,9.55,100,8920.0,1793.55,74.3,46.8479
MFG-LINE-PLT-005-04,PLT-005,WC-044,SHF-PLT-005-20230429-3,2023-04-29,3,420.1,PRD-2023-SKU-04539,automotive_body,WO-2023-79491,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,64.855,7.783,57.02,192.19,66.63,77.7,0.12,WC-003,68.52,96.04,WC-004,0.0,540,345,344,1,0,1,55.44,77.25,0.7177,99.9301,345,5.1,17,-36.11,3.28,420.1,373.4,0.8888,0.7177,0.9971,0.636,18.55,29.17,46.7,135.7,1,reduced_speed,average,performance_loss,0.0,0,46.7,0.0,2,210.0,23.3,40.3,yes,40.3,6.4,0.0,0.0,0.0,0.0,no,corrective,15.6,8.0,16,15,89.4,semi_skilled,2.6,0.0,no,no,74.7,SUP-122,699.0,4.7,1.07,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9301,97.1176,684.6,1.99,147.9,70.5,13.7,8.4,287.5,4169.61,4950.0,20.54,0.0,5.13,200,9340.0,1873.13,74.7,47.1102
MFG-LINE-PLT-003-02,PLT-003,WC-046,SHF-PLT-003-20230827-2,2023-08-27,2,436.3,PRD-2023-SKU-04884,electronics_pcb,WO-2023-66558,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.519,5.102,38.57,55.79,42.17,50.94,0.12,WC-001,41.09,87.85,WC-001,0.0,716,535,534,1,0,1,84.63,98.63,0.8581,99.9211,535,0.7,1,-25.28,4.08,436.3,379.3,0.8694,0.8581,0.9981,0.7446,22.56,30.3,57.0,88.5,1,reduced_speed,good,performance_loss,0.0,0,57.0,0.0,2,218.1,28.5,41.1,yes,0.0,15.9,0.0,0.0,0.0,41.1,no,preventive,24.8,7.5,21,18,75.8,skilled,11.5,0.0,no,no,34.4,SUP-151,789.0,4.66,1.05,1.13,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9211,99.6105,484.9,0.908,87.0,70.6,,7.7,203.7,4145.14,10347.05,31.9,0.0,7.97,150,8550.0,1717.97,40.9,59.0987
MFG-LINE-PLT-002-03,PLT-002,WC-049,SHF-PLT-002-20200216-2,2020-02-16,2,428.2,PRD-2020-SKU-08878,electronics_pcb,WO-2020-60650,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.208,2.56,46.53,102.86,51.52,55.43,0.05,WC-009,51.4,91.25,WC-004,0.0,587,411,410,1,0,1,70.18,82.38,0.8519,99.9509,411,1.3,4,-29.98,3.19,428.2,379.0,0.8851,0.7899,0.9976,0.6974,20.74,29.73,49.2,109.3,1,idling_minor_stops,average,performance_loss,27.6,2,49.2,0.0,4,107.0,12.3,15.9,no,0.0,15.6,26.6,7.1,0.0,0.0,no,preventive,13.3,6.7,19,18,94.4,skilled,1.4,0.0,no,no,10.5,SUP-062,491.0,4.8,1.1,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9509,97.9272,509.6,1.243,132.6,74.2,,6.9,214.0,7648.27,15282.43,12.58,0.0,3.15,150,7380.0,1479.15,59.6,68.5392
MFG-LINE-PLT-004-04,PLT-004,WC-042,SHF-PLT-004-20200327-1,2020-03-27,1,457.4,PRD-2020-SKU-01069,industrial_machinery,WO-2020-19696,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,305.983,53.547,264.24,730.29,317.65,394.34,0.175,WC-001,375.89,99.9,WC-002,293.55,94,76,75,1,0,1,11.61,12.43,0.934,99.738,76,0.3,0,-19.15,9.84,457.4,457.4,1.0,0.8023,0.9868,0.7917,25.15,31.76,0.0,18.7,1,reduced_speed,good,performance_loss,64.7,2,0.0,0.0,0,457.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,4.8,2,1,90.8,expert,10.4,0.0,no,no,89.0,SUP-009,2620.0,4.29,0.93,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.738,97.6525,314.7,4.196,71.8,30.9,,7.2,132.2,341.11,440.99,31.89,0.0,7.97,100,0.0,7.97,60.2,42.7432
MFG-LINE-PLT-008-01,PLT-008,WC-002,SHF-PLT-008-20230129-2,2023-01-29,2,471.2,PRD-2023-SKU-06770,medical_devices,WO-2023-68705,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,126.05,15.126,118.65,232.44,129.82,151.01,0.12,WC-003,129.21,93.19,WC-002,94.44,248,214,213,1,0,1,28.53,31.61,0.9026,99.9869,214,0.7,1,-13.71,1.6,471.2,459.8,0.9758,0.8835,0.9953,0.8581,28.08,32.72,11.4,28.2,1,reduced_speed,world_class,performance_loss,9.8,1,11.4,0.0,1,471.2,11.4,11.4,no,11.4,0.0,0.0,0.0,0.0,0.0,no,emergency,7.3,5.9,18,17,94.4,expert,0.8,0.0,no,yes,61.7,SUP-107,131.0,5.15,1.22,1.29,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9869,98.8235,285.0,1.338,67.4,17.6,,7.8,119.7,3577.99,5103.12,11.02,0.0,2.75,250,2850.0,572.75,38.4,51.8281
MFG-LINE-PLT-002-01,PLT-002,WC-036,SHF-PLT-002-20211229-2,2021-12-29,2,459.6,PRD-2021-SKU-04230,electronics_pcb,WO-2021-31408,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,65.502,3.275,62.04,132.67,66.33,70.91,0.05,WC-002,68.45,95.0,WC-001,0.0,722,384,383,1,0,1,54.87,94.49,0.5807,99.7756,384,2.1,5,-46.81,2.78,459.6,447.6,0.9739,0.5448,0.9974,0.5292,16.89,31.92,12.0,320.8,1,idling_minor_stops,average,performance_loss,27.7,1,12.0,0.0,1,459.6,12.0,12.0,no,0.0,12.0,0.0,0.0,0.0,0.0,no,preventive,26.7,5.0,19,18,61.9,trainee,1.9,0.0,no,no,80.2,SUP-128,2244.0,4.34,0.95,1.0,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.7756,98.0657,404.1,1.055,83.0,56.6,,7.4,169.7,5645.66,5784.79,12.85,0.0,3.21,150,1800.0,363.21,70.1,42.7281
MFG-LINE-PLT-005-02,PLT-005,WC-030,SHF-PLT-005-20230904-1,2023-09-04,1,427.8,PRD-2023-SKU-06842,automotive_body,WO-2023-31941,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,51.867,4.149,48.15,147.56,50.53,58.71,0.08,WC-005,54.54,95.6,WC-006,0.0,540,494,493,1,0,1,69.28,75.79,0.9141,99.987,494,0.2,0,-8.52,6.29,387.6,387.6,1.0,1.0,0.998,0.998,26.86,26.92,0.0,0.0,1,startup_yield_loss,world_class,quality_loss,0.0,0,0.0,40.2,0,427.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,1.3,8.2,12,11,73.6,skilled,5.8,0.0,no,no,81.9,SUP-095,130.0,5.15,1.22,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.987,97.225,1027.4,2.084,200.3,54.9,20.5,8.3,431.5,2373.17,1955.88,21.33,0.0,5.33,200,0.0,5.33,35.8,30.1543
MFG-LINE-PLT-010-04,PLT-010,WC-037,SHF-PLT-010-20240904-1,2024-09-04,1,439.3,PRD-2024-SKU-02558,industrial_machinery,WO-2024-57242,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,298.329,35.799,262.01,624.56,286.28,357.4,0.12,WC-002,319.51,97.36,WC-003,284.71,99,83,82,1,0,1,11.97,13.62,0.8789,99.8779,83,0.1,0,-16.16,0.8,439.3,424.7,0.9668,0.8609,0.988,0.8223,25.08,30.51,14.6,13.4,1,idling_minor_stops,good,performance_loss,8.5,1,14.6,0.0,2,219.6,7.3,9.8,no,0.0,0.0,9.8,0.0,4.7,0.0,no,emergency,14.7,5.3,15,14,76.9,skilled,3.2,0.0,no,yes,62.2,SUP-107,1221.0,4.53,1.01,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8779,97.1498,368.2,4.49,76.4,33.8,,7.0,154.6,6449.55,11063.71,62.98,0.0,15.74,100,1460.0,307.74,61.6,277.3244
MFG-LINE-PLT-001-02,PLT-001,WC-023,SHF-PLT-001-20221113-1,2022-11-13,1,432.8,PRD-2022-SKU-01429,pharmaceutical,WO-2022-87038,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.81,9.417,48.44,153.33,52.07,69.35,0.175,WC-001,53.74,90.78,WC-003,0.0,511,360,359,1,0,1,66.79,70.87,0.9424,99.9848,360,0.9,1,-29.55,6.22,432.8,383.7,0.8865,0.7944,0.9972,0.7023,21.11,30.05,49.1,93.2,1,reduced_speed,good,performance_loss,60.3,2,49.1,0.0,3,144.3,16.4,21.5,no,27.6,0.0,0.0,0.0,0.0,21.5,no,preventive,22.7,5.4,9,8,77.9,expert,6.9,0.0,no,no,67.3,SUP-190,152.0,5.11,1.2,1.36,contamination,labelling,100pct_manual,no,no,no,no,99.9848,97.9818,170.9,0.476,46.8,23.0,,9.4,71.8,2621.48,4785.3,34.08,0.0,8.52,300,14730.0,2954.52,52.3,54.8066
MFG-LINE-PLT-006-01,PLT-006,WC-002,SHF-PLT-006-20230209-1,2023-02-09,1,441.1,PRD-2023-SKU-09300,food_beverage,WO-2023-82118,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.726,3.807,27.38,53.38,30.54,38.01,0.12,WC-002,33.8,96.86,WC-004,0.0,1073,622,620,2,1,1,113.47,146.34,0.7754,99.8046,623,0.2,0,-42.03,5.27,441.1,328.9,0.7456,0.7754,0.9968,0.5763,17.65,30.63,112.2,180.2,2,equipment_failure,average,availability_loss,0.0,0,112.2,0.0,6,73.5,18.7,56.2,yes,91.5,0.0,0.0,10.5,10.2,0.0,no,corrective,33.4,4.5,19,16,91.7,semi_skilled,11.6,0.0,no,no,39.7,SUP-004,1954.0,4.39,0.96,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8046,97.696,249.2,0.402,47.9,32.2,,8.0,104.7,4203.75,4404.37,4.09,4.09,1.02,80,8976.0,1800.31,74.9,17.9873
MFG-LINE-PLT-008-02,PLT-008,WC-034,SHF-PLT-008-20240924-1,2024-09-24,1,462.2,PRD-2024-SKU-09741,medical_devices,WO-2024-70025,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.462,3.477,40.1,118.23,42.44,49.2,0.08,WC-002,45.63,95.45,WC-003,0.0,716,553,552,1,0,1,82.68,93.02,0.8888,99.9878,553,0.4,1,-22.77,5.97,462.2,446.2,0.9654,0.7993,0.9982,0.7703,24.73,32.1,16.0,138.8,1,idling_minor_stops,good,performance_loss,44.9,1,16.0,0.0,1,462.2,16.0,16.0,no,16.0,0.0,0.0,0.0,0.0,0.0,no,preventive,8.4,5.5,14,12,71.1,skilled,13.5,0.0,no,yes,40.8,SUP-177,122.0,5.17,1.22,1.39,contamination,functional_failure,automated_vision,no,no,no,no,99.9878,97.1349,830.8,1.505,168.4,44.1,,7.5,348.9,3085.46,6165.12,21.32,0.0,5.33,250,4000.0,805.33,59.7,38.1169
MFG-LINE-PLT-008-02,PLT-008,WC-045,SHF-PLT-008-20220207-1,2022-02-07,1,432.9,PRD-2022-SKU-09554,medical_devices,WO-2022-39317,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,42.745,3.42,38.33,91.97,42.58,48.39,0.08,WC-006,45.29,96.33,WC-004,0.0,671,405,404,1,0,1,84.02,93.02,0.9032,99.99,405,0.5,1,-39.64,6.22,432.9,362.7,0.8378,0.7203,0.9975,0.602,18.1,30.06,70.2,157.3,1,reduced_speed,average,performance_loss,73.5,2,70.2,0.0,7,61.8,10.0,15.5,no,27.5,35.2,5.0,0.0,2.5,0.0,no,preventive,8.4,6.9,11,9,90.0,skilled,14.9,0.0,no,yes,41.9,SUP-106,88.0,5.25,1.25,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,98.2724,410.5,1.016,75.8,42.7,,8.3,172.4,3515.75,5429.17,42.51,0.0,10.63,250,17550.0,3520.63,34.8,64.7561
MFG-LINE-PLT-002-03,PLT-002,WC-040,SHF-PLT-002-20240812-1,2024-08-12,1,459.3,PRD-2024-SKU-08689,electronics_pcb,WO-2024-17685,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,44.731,2.237,41.85,75.19,44.4,48.42,0.05,WC-007,46.94,95.4,WC-009,0.0,630,569,568,1,0,1,80.41,82.38,0.9761,99.9769,569,1.4,2,-9.68,9.28,459.3,424.6,0.9244,0.976,0.9982,0.9007,28.73,31.9,34.7,14.0,1,equipment_failure,world_class,availability_loss,0.0,0,34.7,0.0,3,153.1,11.6,19.9,no,5.3,0.0,9.6,0.0,0.0,19.9,no,corrective,13.3,7.6,10,8,77.5,expert,11.1,0.0,no,no,67.0,SUP-120,231.0,5.0,1.17,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9769,98.1097,382.8,0.674,82.7,27.7,,8.3,160.8,3880.21,7676.35,11.92,0.0,2.98,150,5205.0,1043.98,67.3,32.287
MFG-LINE-PLT-004-04,PLT-004,WC-039,SHF-PLT-004-20201013-1,2020-10-13,1,472.6,PRD-2020-SKU-01365,industrial_machinery,WO-2020-26126,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,304.514,53.29,275.71,539.93,301.49,392.44,0.175,WC-002,321.39,95.95,WC-001,292.08,97,66,65,1,0,1,11.7,12.43,0.9413,99.7436,66,0.2,0,-31.96,1.03,472.6,338.6,0.7164,0.9413,0.9848,0.6641,21.79,32.82,134.0,4.1,1,equipment_failure,average,availability_loss,0.0,0,134.0,0.0,5,94.5,26.8,73.4,yes,124.4,0.0,0.0,9.6,0.0,0.0,no,preventive,24.6,6.7,9,8,76.9,expert,7.3,0.0,no,no,56.5,SUP-147,2564.0,4.3,0.93,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7436,98.902,166.4,2.56,29.0,12.9,,8.3,69.9,1982.16,2310.2,45.76,0.0,11.44,100,13400.0,2691.44,60.2,112.5003
MFG-LINE-PLT-008-01,PLT-008,WC-008,SHF-PLT-008-20210616-3,2021-06-16,3,464.5,PRD-2021-SKU-09494,medical_devices,WO-2021-98474,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,141.874,17.025,122.35,335.79,144.44,169.97,0.12,WC-001,156.82,99.9,WC-003,110.26,244,147,146,1,0,1,25.35,31.61,0.802,99.9809,147,1.7,5,-39.75,1.26,464.5,347.9,0.749,0.8022,0.9932,0.5967,19.25,32.25,116.6,36.2,1,setup_adjustment,average,availability_loss,0.0,0,116.6,0.0,3,154.8,38.9,50.7,yes,94.9,21.7,0.0,0.0,0.0,0.0,no,preventive,7.3,6.7,18,15,72.7,skilled,11.6,0.4,no,no,50.7,SUP-049,191.0,5.05,1.18,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9809,97.2908,122.3,0.838,24.5,13.7,,8.6,51.4,5706.77,13828.16,37.69,0.0,9.42,250,29150.0,5839.42,34.4,171.749
MFG-LINE-PLT-002-04,PLT-002,WC-015,SHF-PLT-002-20220301-3,2022-03-01,3,478.8,PRD-2022-SKU-07361,electronics_pcb,WO-2022-14191,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.645,3.335,15.01,43.18,17.05,23.15,0.189,WC-006,18.52,95.42,WC-004,0.0,2034,1608,1605,3,1,2,203.92,255.32,0.7987,99.8285,1609,0.7,2,-20.94,14.37,478.8,473.1,0.9881,0.7987,0.9981,0.7877,26.19,33.25,5.7,405.3,3,idling_minor_stops,good,performance_loss,0.0,0,5.7,0.0,1,478.8,5.7,5.7,no,5.7,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,6.7,16,14,92.9,skilled,9.9,0.0,no,no,18.4,SUP-174,1715.0,4.43,0.98,1.01,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8285,98.699,1391.5,0.867,306.7,155.0,,7.8,584.4,2318.46,5156.38,12.83,12.83,6.42,150,855.0,190.25,58.9,17.5112
MFG-LINE-PLT-003-04,PLT-003,WC-043,SHF-PLT-003-20240622-1,2024-06-22,1,468.8,PRD-2024-SKU-03998,electronics_pcb,WO-2024-96210,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.345,1.567,28.73,85.98,31.64,33.93,0.05,WC-005,32.44,94.07,WC-007,0.0,1037,792,791,1,0,1,114.73,132.84,0.8637,99.9579,792,0.3,1,-23.63,33.74,468.8,436.6,0.9313,0.8192,0.9987,0.762,24.81,32.56,32.2,174.8,1,idling_minor_stops,good,performance_loss,22.5,2,32.2,0.0,3,156.3,10.7,13.9,no,0.0,21.5,0.0,0.0,0.0,10.6,no,corrective,11.0,5.6,4,3,85.5,skilled,7.9,1.6,no,no,41.0,SUP-142,421.0,4.84,1.11,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9579,99.0654,1009.3,1.276,197.8,113.6,,6.8,423.9,712.43,1717.38,16.8,0.0,4.2,150,4830.0,970.2,45.7,19.8931
MFG-LINE-PLT-005-04,PLT-005,WC-018,SHF-PLT-005-20230615-2,2023-06-15,2,439.2,PRD-2023-SKU-08500,automotive_body,WO-2023-52899,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,62.96,7.555,58.28,182.01,62.52,75.43,0.12,WC-002,65.31,94.3,WC-003,0.0,565,326,325,1,0,1,57.11,77.25,0.7393,99.9418,326,0.2,0,-42.3,2.22,410.7,385.7,0.9391,0.6565,0.9969,0.6147,17.53,28.52,25.0,170.6,1,reduced_speed,average,performance_loss,71.7,3,25.0,28.5,2,219.6,12.5,16.3,no,0.0,0.0,8.7,0.0,0.0,16.3,yes,emergency,15.6,5.6,21,20,62.7,semi_skilled,2.6,0.0,no,yes,78.7,SUP-073,582.0,4.75,1.08,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9418,99.8772,737.1,2.268,143.1,71.0,14.7,8.2,309.6,4968.3,4524.46,25.96,0.0,6.49,200,5000.0,1006.49,38.2,55.2484
MFG-LINE-PLT-004-06,PLT-004,WC-041,SHF-PLT-004-20231209-1,2023-12-09,1,464.9,PRD-2023-SKU-02440,industrial_machinery,WO-2023-39286,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,119.422,14.331,105.76,233.46,116.29,143.07,0.12,WC-002,134.13,99.9,WC-003,87.45,247,176,175,1,0,1,29.98,31.97,0.9378,99.8819,176,1.9,6,-28.74,1.74,464.9,361.2,0.777,0.9144,0.9943,0.7064,22.81,32.29,103.7,16.5,1,setup_adjustment,good,availability_loss,9.0,1,103.7,0.0,6,77.5,17.3,22.9,no,42.5,49.4,11.9,0.0,0.0,0.0,no,corrective,6.6,6.5,15,13,67.1,expert,9.0,0.0,no,no,88.1,SUP-040,1181.0,4.54,1.01,1.14,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8819,98.4453,724.9,4.142,144.2,64.6,,7.2,304.5,2914.02,3432.68,61.51,0.0,15.38,100,10370.0,2089.38,44.1,98.1283
MFG-LINE-PLT-010-03,PLT-010,WC-018,SHF-PLT-010-20210302-2,2021-03-02,2,424.5,PRD-2021-SKU-01251,industrial_machinery,WO-2021-94385,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.397,4.968,36.03,51.31,38.62,49.59,0.12,WC-001,43.67,95.9,WC-008,0.0,719,514,505,9,3,6,86.9,103.45,0.84,98.2952,517,1.3,3,-28.51,11.9,424.5,384.0,0.9046,0.7763,0.9825,0.6899,20.34,29.48,40.5,148.1,9,idling_minor_stops,average,performance_loss,29.2,1,40.5,0.0,3,141.5,13.5,26.7,no,0.0,33.1,7.3,0.0,0.0,0.0,no,preventive,29.1,5.8,7,6,72.8,skilled,11.3,0.0,no,no,89.6,SUP-118,17048.0,3.62,0.71,0.74,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,98.2952,97.7407,956.0,1.893,260.2,58.3,,8.7,401.5,1801.81,3488.88,35.5,106.5,53.25,100,4050.0,969.75,43.6,46.6093
MFG-LINE-PLT-003-01,PLT-003,WC-049,SHF-PLT-003-20231213-1,2023-12-13,1,423.1,PRD-2023-SKU-02527,electronics_pcb,WO-2023-30830,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.98,1.099,20.75,52.72,21.62,23.79,0.05,WC-010,22.96,94.95,WC-011,0.0,1238,786,785,1,0,1,163.73,175.61,0.9324,99.9749,786,0.1,0,-36.51,6.96,423.1,288.0,0.6807,0.9323,0.9987,0.6339,18.63,29.38,135.1,57.1,1,equipment_failure,average,availability_loss,0.0,0,135.1,0.0,5,84.6,27.0,58.4,yes,58.4,60.1,0.0,0.0,3.7,13.0,no,preventive,24.0,5.3,17,16,61.1,expert,3.0,0.0,no,no,35.3,SUP-015,251.0,4.98,1.16,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9749,98.1787,343.8,0.438,79.2,43.1,,8.9,144.4,5699.65,11025.89,5.06,0.0,1.26,150,20265.0,4054.26,43.5,26.3729
MFG-LINE-PLT-003-02,PLT-003,WC-042,SHF-PLT-003-20211019-1,2021-10-19,1,445.7,PRD-2021-SKU-03402,electronics_pcb,WO-2021-10833,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,36.78,4.414,31.87,81.64,37.41,44.06,0.12,WC-001,35.87,88.66,WC-001,0.0,732,608,607,1,0,1,97.84,98.63,0.992,99.9436,608,0.6,2,-16.94,20.43,410.5,348.0,0.9803,0.9634,0.9982,0.9427,24.13,28.51,62.5,0.0,1,setup_adjustment,world_class,availability_loss,10.3,1,62.5,35.2,4,111.4,15.6,36.6,yes,36.6,0.0,8.0,12.4,5.5,0.0,yes,preventive,24.8,9.2,6,4,79.8,expert,17.5,0.0,no,no,49.7,SUP-183,563.8,6.0,1.8,1.29,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9436,99.672,360.6,0.594,70.1,32.6,,8.5,151.5,1339.91,2719.18,11.4,0.0,2.85,150,9375.0,1877.85,66.8,18.1059
MFG-LINE-PLT-004-01,PLT-004,WC-014,SHF-PLT-004-20210911-3,2021-09-11,3,455.0,PRD-2021-SKU-09708,industrial_machinery,WO-2021-15295,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,263.792,13.19,247.44,639.91,268.81,285.56,0.05,WC-001,266.77,91.94,WC-009,246.6,130,83,82,1,0,1,13.54,17.19,0.7877,99.8188,83,0.6,1,-36.15,0.68,455.0,400.5,0.8802,0.7233,0.988,0.629,19.87,31.59,54.5,31.8,1,reduced_speed,average,performance_loss,32.8,1,54.5,0.0,4,113.7,13.6,22.8,no,11.8,22.8,8.4,0.0,0.0,11.5,no,preventive,28.6,6.1,17,16,63.2,skilled,1.5,0.0,no,no,85.4,SUP-077,1812.0,4.41,0.97,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8188,97.5249,168.7,2.057,33.9,15.4,,8.6,70.9,2309.59,3551.4,93.93,0.0,23.48,100,5450.0,1113.48,59.0,166.551
MFG-LINE-PLT-010-04,PLT-010,WC-017,SHF-PLT-010-20220705-3,2022-07-05,3,473.6,PRD-2022-SKU-05633,industrial_machinery,WO-2022-86016,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,327.899,39.348,304.74,658.66,324.27,392.82,0.12,WC-005,358.7,99.45,WC-001,314.28,107,73,72,1,0,1,10.96,13.62,0.8047,99.7474,73,0.6,2,-31.78,0.54,473.6,441.7,0.9326,0.7281,0.9863,0.6697,22.02,32.89,31.9,27.3,1,idling_minor_stops,average,performance_loss,42.0,1,31.9,0.0,1,473.6,31.9,31.9,yes,31.9,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,6.4,21,17,93.1,skilled,16.3,0.0,no,no,29.2,SUP-016,2526.0,4.3,0.93,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7474,99.5737,165.7,2.301,27.4,8.6,,8.5,69.6,3436.35,6246.79,34.8,0.0,8.7,100,3190.0,646.7,59.1,169.7714
MFG-LINE-PLT-003-05,PLT-003,WC-010,SHF-PLT-003-20231123-3,2023-11-23,3,443.6,PRD-2023-SKU-08450,electronics_pcb,WO-2023-69430,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,53.361,6.403,45.95,155.18,55.81,63.93,0.12,WC-001,54.28,92.47,WC-004,0.0,678,440,438,2,1,1,67.39,92.07,0.7319,99.6927,441,1.6,5,-35.1,4.56,443.6,433.8,0.9779,0.6609,0.9955,0.6434,19.82,30.81,9.8,225.8,2,idling_minor_stops,average,performance_loss,42.1,3,9.8,0.0,1,443.6,9.8,9.8,no,9.8,0.0,0.0,0.0,0.0,0.0,no,corrective,2.5,7.2,15,13,75.9,semi_skilled,9.1,0.0,no,no,81.8,SUP-100,3073.0,4.24,0.91,0.96,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.6927,98.3501,460.3,1.051,113.0,36.8,,7.4,193.3,2831.78,6439.65,3.64,3.64,0.91,150,1470.0,298.55,37.4,24.8243
MFG-LINE-PLT-008-01,PLT-008,WC-041,SHF-PLT-008-20230808-3,2023-08-08,3,444.0,PRD-2023-SKU-03299,medical_devices,WO-2023-41114,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,137.887,16.546,123.5,184.57,136.1,165.19,0.12,WC-001,146.23,96.41,WC-003,106.28,233,175,174,1,0,1,26.02,31.61,0.8232,99.9688,175,1.5,3,-24.89,7.84,444.0,412.3,0.9286,0.8057,0.9943,0.7439,22.94,30.83,31.7,42.2,1,idling_minor_stops,good,performance_loss,8.8,1,31.7,0.0,3,148.0,10.6,12.6,no,12.6,0.0,19.1,0.0,0.0,0.0,no,preventive,7.3,6.7,4,3,91.7,skilled,14.6,0.0,no,yes,34.2,SUP-188,312.0,4.92,1.14,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9688,97.4331,256.8,1.476,49.4,31.5,,7.5,107.9,1026.76,1163.75,24.98,0.0,6.25,250,7925.0,1591.25,59.0,37.7127
MFG-LINE-PLT-009-02,PLT-009,WC-010,SHF-PLT-009-20210831-1,2021-08-31,1,458.2,PRD-2021-SKU-07028,automotive_body,WO-2021-69371,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,36.928,1.846,32.58,107.38,37.7,39.97,0.05,WC-001,37.28,91.79,WC-003,0.0,833,638,637,1,0,1,97.36,109.09,0.8925,99.9877,638,2.2,4,-23.41,83.41,458.2,410.8,0.8966,0.8541,0.9984,0.7646,24.33,31.82,47.4,109.0,1,idling_minor_stops,good,performance_loss,17.6,1,47.4,0.0,1,458.2,47.4,47.4,yes,47.4,0.0,0.0,0.0,0.0,0.0,no,corrective,14.2,6.5,1,1,87.2,skilled,4.3,0.0,no,no,63.8,SUP-103,123.0,5.17,1.22,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9877,97.8238,1079.1,1.694,271.6,61.2,21.6,8.6,453.2,491.2,545.18,50.77,0.0,12.69,200,9480.0,1908.69,31.4,52.4767
MFG-LINE-PLT-002-03,PLT-002,WC-036,SHF-PLT-002-20230202-3,2023-02-02,3,434.8,PRD-2023-SKU-07008,electronics_pcb,WO-2023-17016,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.121,2.506,43.99,109.72,50.86,54.26,0.05,WC-010,52.06,94.43,WC-005,0.0,596,424,423,1,0,1,71.79,82.38,0.8714,99.9766,424,0.2,0,-28.86,5.31,434.8,389.4,0.8956,0.7931,0.9976,0.7086,21.39,30.19,45.4,110.6,1,idling_minor_stops,good,performance_loss,35.0,2,45.4,0.0,3,144.9,15.1,21.0,no,36.9,8.5,0.0,0.0,0.0,0.0,no,corrective,13.3,6.5,13,11,83.1,expert,8.2,0.1,no,no,10.7,SUP-155,234.0,5.0,1.17,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9766,97.1456,297.4,0.703,64.2,29.2,,8.2,124.9,2461.32,4217.98,10.89,0.0,2.72,150,6810.0,1364.72,41.8,26.7061
MFG-LINE-PLT-007-01,PLT-007,WC-030,SHF-PLT-007-20230828-2,2023-08-28,2,471.4,PRD-2023-SKU-01051,industrial_machinery,WO-2023-96257,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,187.806,5.634,161.54,316.61,189.35,197.1,0.03,WC-005,191.27,92.58,WC-008,166.65,166,120,119,1,0,1,19.02,21.16,0.8989,99.9789,120,0.1,0,-27.71,0.8,471.4,413.2,0.8765,0.8233,0.9917,0.7157,23.43,32.74,58.2,25.8,1,reduced_speed,good,performance_loss,34.7,1,58.2,0.0,5,94.3,11.6,18.8,no,14.6,18.8,21.2,0.0,3.6,0.0,no,preventive,27.1,5.0,20,19,80.5,expert,2.1,0.0,no,no,89.4,SUP-080,211.0,5.03,1.18,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9789,97.736,359.1,3.018,66.2,46.0,,8.0,150.8,2852.83,6106.46,39.04,0.0,9.76,100,5820.0,1173.76,70.5,114.6562
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20220811-2,2022-08-11,2,466.5,PRD-2022-SKU-01433,industrial_machinery,WO-2022-69041,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,42.644,5.117,36.6,100.92,44.94,51.09,0.12,WC-002,46.4,98.93,WC-010,0.0,803,573,572,1,0,1,84.38,103.45,0.8157,99.8359,573,1.8,4,-28.64,4.9,466.5,407.4,0.8733,0.8157,0.9983,0.7111,23.04,32.4,59.1,129.5,1,idling_minor_stops,good,performance_loss,0.0,0,59.1,0.0,3,155.5,19.7,37.2,yes,37.2,0.0,0.0,21.9,0.0,0.0,no,preventive,29.1,5.3,18,15,90.8,skilled,13.2,0.0,no,yes,34.3,SUP-172,1641.0,4.44,0.98,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8359,97.2463,1547.3,2.705,315.3,139.8,,8.2,649.9,5111.54,11690.52,60.82,0.0,15.21,100,5910.0,1197.21,25.8,90.3006
MFG-LINE-PLT-003-01,PLT-003,WC-019,SHF-PLT-003-20200923-3,2020-09-23,3,458.1,PRD-2020-SKU-09140,electronics_pcb,WO-2020-72328,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,26.013,1.301,22.9,46.17,25.64,28.16,0.05,WC-007,27.5,96.11,WC-003,0.0,1340,857,856,1,0,1,138.37,175.61,0.7879,99.9528,857,0.0,0,-36.04,6.23,427.0,354.2,0.8295,0.8268,0.9988,0.685,20.31,29.65,72.8,179.5,1,idling_minor_stops,average,performance_loss,13.7,1,72.8,31.1,5,91.6,14.6,27.4,no,0.0,63.4,9.4,0.0,0.0,0.0,yes,preventive,24.0,5.5,19,18,61.9,skilled,0.9,0.0,no,no,65.6,SUP-144,472.0,4.81,1.1,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9528,98.1845,514.5,0.601,88.5,48.2,,8.5,216.1,3366.91,3364.27,16.74,0.0,4.18,150,10920.0,2188.18,28.4,24.6231
MFG-LINE-PLT-004-06,PLT-004,WC-011,SHF-PLT-004-20210224-2,2021-02-24,2,439.8,PRD-2021-SKU-01566,industrial_machinery,WO-2021-29923,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,131.697,15.804,112.97,165.54,132.32,157.77,0.12,WC-003,143.71,99.2,WC-001,99.73,233,166,165,1,0,1,27.22,31.97,0.8514,99.7947,166,2.0,7,-28.76,22.51,439.8,387.7,0.8815,0.8036,0.994,0.7041,21.5,30.54,52.1,40.6,1,idling_minor_stops,good,performance_loss,21.8,1,52.1,0.0,4,109.9,13.0,23.2,no,0.0,14.5,0.0,14.3,0.0,23.2,no,corrective,6.6,7.8,1,1,91.1,skilled,9.3,0.0,no,no,64.7,SUP-059,2053.0,4.37,0.96,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7947,99.5953,628.6,3.81,113.3,32.0,,7.5,264.0,172.69,298.97,89.75,0.0,22.44,100,5210.0,1064.44,59.8,93.1525
MFG-LINE-PLT-010-04,PLT-010,WC-034,SHF-PLT-010-20210209-1,2021-02-09,1,462.7,PRD-2021-SKU-01625,industrial_machinery,WO-2021-32169,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,273.977,32.877,245.55,471.22,275.99,328.22,0.12,WC-008,298.15,98.93,WC-003,260.36,104,89,88,1,0,1,13.07,13.62,0.9596,99.9258,89,0.1,0,-14.42,1.14,462.7,408.7,0.8833,0.9593,0.9888,0.8378,26.92,32.13,54.0,3.8,1,setup_adjustment,good,availability_loss,0.0,0,54.0,0.0,2,231.3,27.0,30.7,yes,23.3,30.7,0.0,0.0,0.0,0.0,no,corrective,14.7,7.8,12,10,67.6,expert,10.8,0.0,no,no,37.8,SUP-130,742.0,4.68,1.06,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9258,99.9026,350.9,3.987,88.4,34.3,,7.3,147.4,2095.01,3824.07,34.61,0.0,8.65,100,5400.0,1088.65,42.9,102.2656
MFG-LINE-PLT-005-06,PLT-005,WC-034,SHF-PLT-005-20201221-1,2020-12-21,1,469.1,PRD-2020-SKU-04442,automotive_body,WO-2020-35012,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,84.979,4.249,74.12,136.01,85.61,91.99,0.05,WC-004,86.88,92.94,WC-007,36.98,375,265,264,1,0,1,42.27,48.0,0.8806,99.9244,265,0.1,0,-29.33,4.22,469.1,376.1,0.8018,0.8807,0.9962,0.7035,22.92,32.58,93.0,35.9,1,equipment_failure,good,availability_loss,0.0,0,93.0,0.0,8,58.6,11.6,28.7,no,0.0,65.4,5.4,13.3,8.9,0.0,no,emergency,32.1,5.0,9,8,72.1,skilled,1.8,0.0,no,no,19.0,SUP-148,756.0,4.67,1.06,1.12,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9244,99.7999,550.7,2.086,138.1,40.1,11.0,8.3,231.3,1272.39,2571.21,22.82,0.0,5.71,200,18600.0,3725.71,36.9,37.4655
MFG-LINE-PLT-005-01,PLT-005,WC-046,SHF-PLT-005-20230826-3,2023-08-26,3,447.7,PRD-2023-SKU-09716,automotive_body,WO-2023-62583,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,48.568,5.828,45.67,145.49,51.86,58.18,0.12,WC-002,49.91,93.42,WC-003,0.0,780,533,532,1,0,1,74.11,104.65,0.7082,99.9181,533,0.2,0,-31.67,4.19,447.7,431.5,0.9638,0.7082,0.9981,0.6813,21.18,31.09,16.2,219.6,1,reduced_speed,average,performance_loss,0.0,0,16.2,0.0,2,223.8,8.1,8.5,no,0.0,16.2,0.0,0.0,0.0,0.0,no,preventive,20.8,5.6,21,17,89.5,semi_skilled,17.0,0.0,no,no,12.3,SUP-094,819.0,4.65,1.05,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9181,98.7434,1396.0,2.624,317.3,104.0,27.9,7.9,586.3,5258.33,5659.51,27.02,0.0,6.75,200,3240.0,654.75,73.1,47.593
MFG-LINE-PLT-004-04,PLT-004,WC-014,SHF-PLT-004-20210308-3,2021-03-08,3,442.8,PRD-2021-SKU-02827,industrial_machinery,WO-2021-90000,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,341.809,59.817,292.21,918.23,368.41,440.51,0.175,WC-001,413.81,99.9,WC-002,329.38,91,68,67,1,0,1,10.48,12.43,0.8431,99.8054,68,0.1,0,-25.27,0.5,442.8,389.3,0.8792,0.8433,0.9853,0.7305,22.47,30.75,53.5,12.6,1,reduced_speed,good,performance_loss,0.0,0,53.5,0.0,3,147.6,17.8,26.7,no,0.0,26.7,0.0,9.4,17.4,0.0,no,preventive,24.6,5.9,24,18,78.9,expert,24.8,0.0,no,no,26.7,SUP-149,1946.0,4.39,0.96,1.07,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8054,97.6957,264.1,3.942,55.6,29.7,,7.4,110.9,3900.48,5393.93,21.94,0.0,5.49,100,5350.0,1075.49,60.2,160.99
MFG-LINE-PLT-004-04,PLT-004,WC-021,SHF-PLT-004-20220107-1,2022-01-07,1,462.3,PRD-2022-SKU-02960,industrial_machinery,WO-2022-94122,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,336.768,63.649,287.77,923.03,324.07,441.79,0.189,WC-002,298.36,80.54,WC-001,324.34,95,73,72,1,0,1,10.62,12.43,0.8544,99.7467,73,1.5,4,-23.16,0.52,462.3,412.2,0.8916,0.855,0.9863,0.7519,24.14,32.11,50.1,12.4,1,idling_minor_stops,good,performance_loss,0.0,0,50.1,0.0,5,92.5,10.0,19.2,no,0.0,39.7,0.0,6.0,4.5,0.0,no,preventive,24.6,5.0,21,18,66.0,skilled,13.6,0.0,no,no,55.7,SUP-196,2533.0,4.3,0.93,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7467,98.7062,226.6,3.147,47.8,30.5,,7.9,95.2,4729.71,8949.28,34.2,0.0,8.55,100,5010.0,1010.55,36.3,224.661
MFG-LINE-PLT-009-02,PLT-009,WC-011,SHF-PLT-009-20240929-1,2024-09-29,1,464.4,PRD-2024-SKU-01350,automotive_body,WO-2024-77084,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.228,1.861,34.09,100.18,36.87,40.3,0.05,WC-001,38.13,93.1,WC-003,0.0,844,632,631,1,0,1,96.66,109.09,0.8861,99.9828,632,1.2,4,-25.12,7.41,464.4,392.3,0.8448,0.886,0.9984,0.7473,24.1,32.25,72.1,81.3,1,equipment_failure,good,availability_loss,0.0,0,72.1,0.0,3,154.8,24.0,35.7,yes,62.2,0.0,10.0,0.0,0.0,0.0,no,predictive,14.2,6.7,13,11,86.8,skilled,7.8,0.1,no,no,75.3,SUP-155,172.0,5.08,1.19,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9828,98.5041,1987.6,3.15,346.4,154.9,39.8,7.5,834.8,4056.21,6780.76,23.4,0.0,5.85,200,14420.0,2889.85,63.2,40.6114
MFG-LINE-PLT-009-02,PLT-009,WC-026,SHF-PLT-009-20200629-3,2020-06-29,3,454.4,PRD-2020-SKU-02608,automotive_body,WO-2020-94831,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,45.391,2.27,42.42,99.64,46.08,49.14,0.05,WC-003,46.76,93.64,WC-002,0.0,825,378,377,1,0,1,79.12,109.09,0.7253,99.9372,378,7.1,16,-54.18,4.98,454.4,344.5,0.7582,0.6034,0.9974,0.4563,14.4,31.56,109.9,248.4,1,reduced_speed,poor,performance_loss,57.9,4,109.9,0.0,8,56.8,13.7,44.3,yes,8.2,55.7,27.3,7.1,0.0,11.7,no,preventive,14.2,7.6,12,10,79.7,semi_skilled,10.5,0.0,no,no,24.2,SUP-139,628.0,4.73,1.08,1.09,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9372,97.5485,623.2,1.653,118.8,67.7,12.5,8.7,261.7,4111.02,7171.59,71.43,0.0,17.86,200,21980.0,4413.86,39.0,101.5468
MFG-LINE-PLT-006-02,PLT-006,WC-020,SHF-PLT-006-20220607-3,2022-06-07,3,451.6,PRD-2022-SKU-08422,food_beverage,WO-2022-88455,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.117,1.094,7.96,14.24,8.93,10.92,0.12,WC-016,9.89,98.61,WC-007,0.0,4085,2555,2542,13,7,6,394.8,545.45,0.7238,99.5114,2562,1.6,5,-37.45,19.87,451.6,388.3,0.8598,0.7238,0.9949,0.6192,19.42,31.36,63.3,975.0,13,reduced_speed,average,performance_loss,0.0,0,63.3,0.0,3,150.5,21.1,40.6,yes,40.6,10.5,12.2,0.0,0.0,0.0,no,preventive,15.5,6.6,20,17,92.7,semi_skilled,10.0,0.0,no,no,24.1,SUP-142,4886.0,4.08,0.86,0.95,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.5114,97.5941,1016.8,0.4,229.6,69.8,,8.0,427.1,2743.6,4952.31,2.59,18.13,3.88,80,5064.0,1034.81,46.8,5.6307
MFG-LINE-PLT-004-02,PLT-004,WC-049,SHF-PLT-004-20240806-3,2024-08-06,3,457.7,PRD-2024-SKU-08388,industrial_machinery,WO-2024-65322,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,283.791,53.637,251.29,778.55,253.64,372.29,0.189,WC-002,285.8,91.55,WC-001,267.79,121,84,83,1,0,1,12.59,16.0,0.7869,99.5694,84,0.2,0,-30.58,10.88,429.4,383.1,0.8922,0.8223,0.9881,0.7249,21.61,29.82,46.3,18.2,1,reduced_speed,good,performance_loss,11.2,1,46.3,28.3,1,457.7,46.3,46.3,yes,0.0,0.0,0.0,0.0,0.0,46.3,yes,preventive,6.1,5.7,2,1,81.9,skilled,20.4,0.0,no,yes,14.6,SUP-028,4306.0,4.13,0.88,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5694,98.669,190.7,2.297,35.1,9.9,,8.5,80.1,366.58,618.28,25.74,0.0,6.43,100,4630.0,932.43,58.7,37.9159
MFG-LINE-PLT-005-03,PLT-005,WC-047,SHF-PLT-005-20230514-1,2023-05-14,1,457.9,PRD-2023-SKU-02335,automotive_body,WO-2023-70070,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,92.796,4.64,86.39,254.02,93.83,100.45,0.05,WC-002,93.1,91.21,WC-001,29.2,485,212,211,1,0,1,38.65,63.6,0.6077,99.9485,212,1.4,5,-56.29,2.13,457.9,352.5,0.7698,0.5673,0.9953,0.4347,13.82,31.8,105.4,161.7,1,reduced_speed,poor,performance_loss,23.5,1,105.4,0.0,5,91.6,21.1,38.5,yes,38.5,27.9,39.0,0.0,0.0,0.0,no,preventive,32.9,4.4,14,13,87.5,trainee,2.2,0.0,no,no,69.5,SUP-162,515.0,4.78,1.09,1.12,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9485,98.4697,852.7,4.041,149.3,80.0,17.1,6.8,358.1,4562.17,9268.51,37.17,0.0,9.29,200,21080.0,4225.29,33.4,102.8944
MFG-LINE-PLT-003-03,PLT-003,WC-045,SHF-PLT-003-20210507-2,2021-05-07,2,467.3,PRD-2021-SKU-07067,electronics_pcb,WO-2021-05804,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.451,0.573,10.3,22.58,11.45,12.4,0.05,WC-002,11.62,92.27,WC-003,0.0,2919,1945,1944,1,0,1,314.35,375.0,0.8383,99.9645,1945,0.5,1,-33.37,249.58,467.3,371.2,0.7944,0.8383,0.9995,0.6656,21.6,32.45,96.1,375.2,1,setup_adjustment,average,availability_loss,0.0,0,96.1,0.0,7,66.8,13.7,26.1,no,22.2,26.8,0.0,0.0,4.5,42.5,no,preventive,16.8,5.4,1,1,85.8,skilled,8.6,0.0,no,no,24.9,SUP-189,355.0,4.89,1.13,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9645,97.2933,2505.8,1.289,483.5,160.6,,6.8,1052.4,453.9,1029.2,12.79,0.0,3.2,150,14415.0,2886.2,29.8,13.5595
MFG-LINE-PLT-005-02,PLT-005,WC-012,SHF-PLT-005-20240329-1,2024-03-29,1,429.2,PRD-2024-SKU-01343,automotive_body,WO-2024-79274,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,49.981,3.998,43.81,67.74,50.81,56.58,0.08,WC-005,52.19,94.93,WC-001,0.0,541,515,514,1,0,1,72.0,75.79,0.95,99.9749,515,0.1,0,-4.81,11.98,429.2,429.2,1.0,0.9499,0.9981,0.9481,28.26,29.8,0.0,27.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,429.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,9.0,7,6,88.1,multi_skilled,4.6,1.5,no,no,61.5,SUP-093,251.0,4.98,1.16,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9749,98.7927,959.1,1.866,229.7,50.3,19.2,8.5,402.8,2027.66,3895.48,29.86,0.0,7.46,200,0.0,7.46,50.5,41.4417
MFG-LINE-PLT-005-06,PLT-005,WC-035,SHF-PLT-005-20220126-1,2022-01-26,1,477.4,PRD-2022-SKU-09428,automotive_body,WO-2022-91203,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,84.76,4.238,76.55,139.87,83.96,91.75,0.05,WC-002,88.03,94.41,WC-004,36.76,381,257,256,1,0,1,42.42,48.0,0.8838,99.99,257,0.1,0,-32.55,3.57,477.4,363.5,0.7614,0.8838,0.9961,0.6703,22.22,33.15,113.9,33.8,1,equipment_failure,average,availability_loss,0.0,0,113.9,0.0,7,68.2,16.3,25.1,no,88.4,0.0,15.4,10.1,0.0,0.0,no,preventive,32.1,5.6,11,9,88.7,skilled,11.2,0.0,yes,no,80.7,SUP-167,80.0,5.28,1.26,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.99,97.0432,804.6,3.143,158.5,90.9,16.1,7.5,337.9,4543.37,4982.34,48.37,0.0,12.09,200,22780.0,4568.09,26.3,85.7687
MFG-LINE-PLT-005-02,PLT-005,WC-014,SHF-PLT-005-20201127-1,2020-11-27,1,474.6,PRD-2020-SKU-05714,automotive_body,WO-2020-17529,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,58.608,4.689,53.06,158.4,58.91,66.34,0.08,WC-005,59.85,92.83,WC-006,0.0,598,413,412,1,0,1,61.38,75.79,0.8099,99.8536,413,2.1,4,-30.94,3.26,474.6,430.8,0.9077,0.759,0.9976,0.6873,22.65,32.96,43.8,131.1,1,idling_minor_stops,average,performance_loss,27.1,1,43.8,0.0,1,474.6,43.8,43.8,yes,43.8,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,7.7,18,16,90.2,semi_skilled,10.7,0.0,no,no,76.3,SUP-077,1464.0,4.48,0.99,1.01,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.8536,98.6932,941.0,2.284,168.5,134.1,18.8,8.2,395.2,7159.95,13720.5,28.25,0.0,7.06,200,8760.0,1759.06,37.5,78.9993
MFG-LINE-PLT-004-02,PLT-004,WC-036,SHF-PLT-004-20230619-2,2023-06-19,2,440.8,PRD-2023-SKU-02391,industrial_machinery,WO-2023-97168,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,388.875,105.482,361.53,951.68,409.55,562.92,0.271,WC-002,390.13,91.2,WC-001,372.88,107,50,45,5,2,3,9.21,16.0,0.5756,91.8434,52,0.5,1,-53.27,0.31,440.8,432.8,0.9818,0.4333,0.9,0.3829,11.72,30.61,8.0,65.4,5,idling_minor_stops,poor,performance_loss,107.1,3,8.0,0.0,1,440.8,8.0,8.0,no,0.0,0.0,0.0,8.0,0.0,0.0,no,predictive,6.1,6.3,22,20,63.3,trainee,8.6,0.0,no,no,13.3,SUP-025,81566.0,2.89,0.5,0.54,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,91.8434,89.9667,176.2,3.916,36.3,18.8,,7.4,74.0,3389.99,7848.47,52.89,105.78,39.67,100,800.0,305.45,35.2,308.5102
MFG-LINE-PLT-005-06,PLT-005,WC-020,SHF-PLT-005-20210124-2,2021-01-24,2,460.8,PRD-2021-SKU-06023,automotive_body,WO-2021-33486,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,103.055,5.153,90.08,240.85,103.77,111.56,0.05,WC-004,107.73,95.03,WC-005,55.06,368,140,139,1,0,1,34.73,48.0,0.7235,99.9727,140,0.5,1,-61.96,3.02,460.8,241.9,0.5249,0.7234,0.9929,0.377,12.07,32.0,218.9,53.5,1,setup_adjustment,poor,availability_loss,0.0,0,218.94828652410524,0.0,3,153.6,7.3,218.94828652410524,yes,0.0,8.0,0.0,14.0,0.0,0.0,no,preventive,32.1,3.8,7,6,71.9,semi_skilled,4.1,0.0,no,no,75.1,SUP-159,273.0,4.96,1.15,1.17,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9727,97.02,280.5,2.018,50.7,21.9,5.6,8.4,117.8,2965.28,5388.66,32.91,0.0,8.23,200,43789.66,8766.16,55.4,93.2471
MFG-LINE-PLT-003-05,PLT-003,WC-016,SHF-PLT-003-20230217-1,2023-02-17,1,441.4,PRD-2023-SKU-06706,electronics_pcb,WO-2023-02328,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.153,5.178,40.72,59.8,43.4,51.7,0.12,WC-005,45.47,95.79,WC-002,0.0,676,517,516,1,0,1,83.37,92.07,0.9055,99.9091,517,3.3,7,-23.52,7.01,441.4,372.1,0.843,0.9055,0.9981,0.7619,23.35,30.65,69.3,54.0,1,equipment_failure,good,availability_loss,0.0,0,69.3,0.0,3,147.1,23.1,38.9,yes,61.1,0.0,0.0,0.0,0.0,8.2,no,preventive,2.5,6.6,12,10,60.0,skilled,10.8,0.0,no,no,66.4,SUP-074,909.0,4.62,1.04,1.18,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9091,98.6408,447.9,0.868,100.4,50.3,,7.8,188.1,2472.37,3958.71,8.57,0.0,2.14,150,10395.0,2081.14,56.8,21.0499
MFG-LINE-PLT-006-01,PLT-006,WC-032,SHF-PLT-006-20240116-1,2024-01-16,1,443.3,PRD-2024-SKU-05414,food_beverage,WO-2024-48360,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.336,3.16,24.27,56.04,25.37,31.55,0.12,WC-005,29.59,99.9,WC-004,0.0,1080,33,32,1,0,1,133.34,146.34,0.9112,99.9324,33,0.3,1,-96.94,4.33,443.3,177.6,0.4007,0.0762,0.9697,0.0296,0.91,30.78,265.7,400.2,1,idling_minor_stops,poor,performance_loss,162.8,4,265.6549494980062,0.0,6,73.9,23.8,265.6549494980062,yes,82.2,18.8,20.4,0.0,0.0,21.2,no,corrective,33.4,3.9,2,1,63.7,expert,8.6,0.0,no,no,80.4,SUP-168,676.0,4.7,1.07,1.2,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9324,97.7875,7.8,0.243,1.4,0.5,,8.8,3.3,237.86,194.74,6.91,0.0,1.73,80,21252.4,4252.21,72.5,20.6447
MFG-LINE-PLT-009-01,PLT-009,WC-012,SHF-PLT-009-20210426-2,2021-04-26,2,460.9,PRD-2021-SKU-09067,automotive_body,WO-2021-76938,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,68.393,8.207,60.54,123.94,66.08,81.93,0.12,WC-010,75.51,99.9,WC-003,11.07,440,342,341,1,0,1,52.59,57.32,0.9175,99.9825,342,0.3,0,-22.27,6.34,460.9,390.2,0.8466,0.9174,0.9971,0.7744,24.79,32.01,70.7,30.8,1,equipment_failure,good,availability_loss,0.0,0,70.7,0.0,5,92.2,14.1,24.3,no,24.3,13.6,6.5,8.8,0.0,17.6,no,preventive,28.2,5.5,8,7,82.8,expert,2.1,0.0,no,no,74.7,SUP-042,175.0,5.08,1.19,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9825,97.2497,982.8,2.882,177.0,79.1,19.7,7.7,412.8,968.98,2292.24,15.53,0.0,3.88,200,14140.0,2831.88,30.0,25.1392
MFG-LINE-PLT-004-05,PLT-004,WC-036,SHF-PLT-004-20230312-2,2023-03-12,2,450.7,PRD-2023-SKU-06280,industrial_machinery,WO-2023-22324,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,258.562,12.928,237.84,683.95,259.74,279.89,0.05,WC-006,264.41,92.96,WC-002,234.77,178,77,76,1,0,1,13.83,23.79,0.5813,99.664,77,0.4,1,-56.74,1.01,450.7,334.0,0.7411,0.5814,0.987,0.4252,13.31,31.3,116.7,55.4,1,idling_minor_stops,poor,performance_loss,0.0,0,116.7,0.0,5,90.1,23.3,66.1,yes,66.1,26.7,12.4,11.5,0.0,0.0,no,corrective,3.8,6.2,11,10,87.7,trainee,0.0,0.0,no,no,33.3,SUP-140,3360.0,4.21,0.9,0.9,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.664,97.6118,227.5,2.993,58.8,30.4,,8.0,95.5,1586.81,1925.87,34.36,0.0,8.59,100,11670.0,2342.59,40.0,81.0316
MFG-LINE-PLT-006-02,PLT-006,WC-016,SHF-PLT-006-20240319-1,2024-03-19,1,431.3,PRD-2024-SKU-07807,food_beverage,WO-2024-48529,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,6.925,0.831,6.4,13.6,6.73,8.3,0.12,WC-012,8.19,99.9,WC-010,0.0,3917,2576,2574,2,0,2,519.78,545.45,0.9529,99.9309,2576,3.0,7,-34.24,25.58,431.3,348.1,0.8071,0.8141,0.9992,0.6565,19.66,29.95,83.2,588.2,2,equipment_failure,average,availability_loss,50.7,2,83.2,0.0,6,71.9,13.9,30.8,yes,8.7,16.0,35.2,23.2,0.0,0.0,no,corrective,15.5,6.6,17,14,83.8,multi_skilled,12.7,0.0,no,no,47.7,SUP-121,691.0,4.7,1.07,1.14,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9309,98.5098,507.1,0.197,118.6,54.0,,9.0,213.0,5729.72,7155.41,18.99,0.0,9.49,80,6656.0,1340.69,49.6,24.0106
MFG-LINE-PLT-005-06,PLT-005,WC-030,SHF-PLT-005-20240624-3,2024-06-24,3,452.4,PRD-2024-SKU-05177,automotive_body,WO-2024-11145,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.119,4.356,76.27,186.36,87.44,94.31,0.05,WC-002,88.92,92.79,WC-006,39.12,361,226,225,1,0,1,41.32,48.0,0.8608,99.9764,226,0.5,1,-37.4,3.32,452.4,339.0,0.7494,0.8332,0.9956,0.6216,19.53,31.42,113.4,45.2,1,equipment_failure,average,availability_loss,10.9,1,113.4,0.0,5,90.5,22.7,34.2,yes,32.8,0.0,68.7,12.0,0.0,0.0,no,preventive,32.1,4.3,11,9,77.0,expert,12.5,0.0,no,no,59.3,SUP-142,236.0,5.0,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9764,99.3914,458.1,2.036,99.0,26.7,9.2,8.4,192.4,3534.97,3858.64,33.83,0.0,8.46,200,22680.0,4544.46,34.4,66.8408
MFG-LINE-PLT-008-01,PLT-008,WC-009,SHF-PLT-008-20240720-1,2024-07-20,1,457.6,PRD-2024-SKU-09019,medical_devices,WO-2024-89613,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,120.193,14.423,107.88,337.93,119.49,143.99,0.12,WC-002,119.83,90.63,WC-003,88.58,241,214,213,1,0,1,29.9,31.61,0.9459,99.9885,214,0.7,1,-11.2,1.33,457.6,448.4,0.9799,0.906,0.9953,0.8837,28.08,31.78,9.2,22.2,1,idling_minor_stops,world_class,performance_loss,19.0,1,9.2,0.0,1,457.6,9.2,9.2,no,0.0,0.0,0.0,9.2,0.0,0.0,no,predictive,7.3,7.0,23,21,66.9,expert,6.3,0.0,no,no,44.7,SUP-122,115.0,5.18,1.23,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9885,98.9741,292.7,1.374,56.7,21.5,,7.7,122.9,8658.79,19217.51,7.94,0.0,1.99,250,2300.0,461.99,44.9,138.8519
MFG-LINE-PLT-010-04,PLT-010,WC-046,SHF-PLT-010-20211227-1,2021-12-27,1,458.1,PRD-2021-SKU-08323,industrial_machinery,WO-2021-16028,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,273.485,32.818,253.14,615.51,277.7,327.63,0.12,WC-006,294.77,97.98,WC-008,259.87,103,100,99,1,0,1,13.1,13.62,0.9618,99.9154,100,0.6,1,-2.91,2.16,419.6,419.6,0.9863,0.98,0.998,0.9646,28.85,29.14,0.0,0.0,1,process_defects,world_class,quality_loss,0.0,0,0.0,38.5,0,458.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,14.7,9.9,7,6,76.6,expert,6.8,0.0,no,no,84.0,SUP-159,845.6,6.0,1.8,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9154,99.6379,336.1,3.395,67.8,40.9,,7.7,141.2,1574.61,3106.47,59.59,0.0,14.9,100,0.0,14.9,63.8,107.4756
MFG-LINE-PLT-007-02,PLT-007,WC-006,SHF-PLT-007-20240202-2,2024-02-02,2,443.6,PRD-2024-SKU-02666,industrial_machinery,WO-2024-87976,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,254.807,30.577,231.08,541.75,247.88,305.26,0.12,WC-001,251.38,89.69,WC-002,239.27,114,78,77,1,0,1,14.12,15.54,0.9086,99.7644,78,0.6,1,-31.58,10.41,443.6,373.5,0.842,0.806,0.9872,0.6699,20.64,30.81,70.1,18.8,1,idling_minor_stops,average,performance_loss,42.2,1,70.1,0.0,6,73.9,11.7,18.7,no,35.1,11.8,13.8,9.4,0.0,0.0,no,corrective,32.8,5.0,1,1,66.8,expert,11.5,0.0,no,no,26.4,SUP-168,2356.0,4.33,0.94,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7644,98.1333,225.4,2.927,58.3,29.1,,8.0,94.7,174.32,250.1,75.23,0.0,18.81,100,7010.0,1420.81,71.7,81.719
MFG-LINE-PLT-002-04,PLT-002,WC-011,SHF-PLT-002-20200324-1,2020-03-24,1,460.6,PRD-2020-SKU-05975,electronics_pcb,WO-2020-99230,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.406,2.521,12.67,42.96,14.47,18.57,0.175,WC-001,15.41,97.23,WC-004,0.0,1958,1626,1624,2,1,1,249.79,255.32,0.9783,99.8952,1627,0.6,1,-16.96,17.63,460.6,442.5,0.9607,0.8634,0.9988,0.8285,26.5,31.99,18.1,257.2,2,reduced_speed,good,performance_loss,52.0,2,18.1,0.0,1,460.6,18.1,18.1,no,0.0,0.0,0.0,0.0,0.0,18.1,no,preventive,15.6,6.7,14,12,84.6,expert,7.4,0.0,no,no,20.6,SUP-076,1048.0,4.58,1.03,1.08,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8952,99.3958,1117.3,0.688,272.4,71.9,,8.3,469.3,2819.2,5599.99,20.08,20.08,5.02,150,2715.0,568.1,63.0,25.289
MFG-LINE-PLT-008-01,PLT-008,WC-020,SHF-PLT-008-20241002-1,2024-10-02,1,421.8,PRD-2024-SKU-05297,medical_devices,WO-2024-46346,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,120.041,14.405,111.35,168.07,123.14,143.81,0.12,WC-001,122.27,92.59,WC-003,88.43,222,149,148,1,0,1,29.95,31.61,0.9475,99.9878,149,0.4,0,-32.88,3.01,421.8,298.5,0.7077,0.9475,0.9933,0.6661,19.51,29.29,123.3,8.3,1,equipment_failure,average,availability_loss,0.0,0,123.3,0.0,5,84.4,24.7,55.1,yes,0.0,55.1,68.1,0.0,0.0,0.0,no,preventive,7.3,5.7,8,7,69.0,expert,11.4,0.0,no,no,88.8,SUP-125,122.0,5.17,1.22,1.33,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9878,99.2876,99.3,0.671,28.2,12.1,,8.9,41.7,2682.96,6235.58,29.2,0.0,7.3,250,30825.0,6172.3,51.0,89.6577
MFG-LINE-PLT-004-03,PLT-004,WC-026,SHF-PLT-004-20200223-1,2020-02-23,1,476.5,PRD-2020-SKU-04654,industrial_machinery,WO-2020-55008,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,138.782,6.939,124.43,376.29,140.48,150.23,0.05,WC-003,139.63,91.47,WC-005,111.69,214,155,154,1,0,1,25.78,27.09,0.9516,99.9116,155,1.2,2,-27.57,1.62,476.5,360.8,0.7572,0.9517,0.9935,0.7159,23.69,33.09,115.7,7.9,1,equipment_failure,good,availability_loss,0.0,0,115.7,0.0,7,68.1,16.5,46.8,yes,70.5,21.0,0.0,20.5,3.6,0.0,no,preventive,22.2,5.5,13,12,62.1,expert,7.5,0.0,no,no,57.6,SUP-144,884.0,4.63,1.04,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9116,99.8797,525.6,3.413,92.8,55.7,,7.7,220.8,3087.7,7405.01,75.32,0.0,18.83,100,11570.0,2332.83,68.4,143.9436
MFG-LINE-PLT-005-04,PLT-005,WC-020,SHF-PLT-005-20210919-1,2021-09-19,1,476.1,PRD-2021-SKU-03968,automotive_body,WO-2021-20805,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,58.5,7.02,54.17,74.63,59.72,70.08,0.12,WC-004,60.61,94.19,WC-003,0.0,612,433,432,1,0,1,61.51,77.25,0.7962,99.951,433,1.5,3,-29.25,54.44,476.1,441.5,0.9273,0.7616,0.9977,0.7047,23.3,33.07,34.6,135.5,1,reduced_speed,good,performance_loss,19.2,1,34.6,0.0,2,238.1,17.3,21.0,no,13.6,21.0,0.0,0.0,0.0,0.0,no,preventive,15.6,7.0,2,1,70.5,semi_skilled,11.2,0.0,no,no,71.0,SUP-059,490.0,4.8,1.1,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.951,97.5955,1363.0,3.155,310.4,190.3,27.3,7.5,572.5,378.11,743.66,31.27,0.0,7.82,200,6920.0,1391.82,58.7,33.9391
MFG-LINE-PLT-005-02,PLT-005,WC-038,SHF-PLT-005-20210130-1,2021-01-30,1,461.7,PRD-2021-SKU-05213,automotive_body,WO-2021-36879,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.075,4.806,53.33,78.62,58.62,68.0,0.08,WC-006,64.71,97.92,WC-004,0.0,583,406,405,1,0,1,59.79,75.79,0.7889,99.9678,406,0.6,1,-30.36,2.51,461.7,420.9,0.9116,0.7636,0.9975,0.6944,22.26,32.06,40.8,125.7,1,reduced_speed,average,performance_loss,13.4,1,40.8,0.0,2,230.9,20.4,27.6,no,27.6,0.0,0.0,13.2,0.0,0.0,no,preventive,1.3,6.5,24,21,85.1,semi_skilled,8.4,0.0,yes,no,62.2,SUP-007,322.0,4.91,1.14,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9678,98.1773,1134.8,2.802,259.0,162.5,22.7,7.8,476.6,6149.58,11370.79,19.72,0.0,4.93,200,8160.0,1636.93,65.1,63.0289
MFG-LINE-PLT-003-05,PLT-003,WC-021,SHF-PLT-003-20211127-3,2021-11-27,3,473.8,PRD-2021-SKU-05798,electronics_pcb,WO-2021-18081,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,47.698,5.724,41.58,73.34,44.03,57.14,0.12,WC-001,51.0,97.21,WC-002,0.0,726,566,565,1,0,1,75.42,92.07,0.8192,99.8703,566,0.4,1,-22.04,6.51,473.8,450.3,0.9504,0.8192,0.9982,0.7772,25.57,32.9,23.5,124.9,1,idling_minor_stops,good,performance_loss,0.0,0,23.5,0.0,2,236.9,11.7,13.8,no,0.0,0.0,23.5,0.0,0.0,0.0,no,corrective,2.5,7.2,13,11,79.6,skilled,9.7,1.6,no,no,67.2,SUP-112,1297.0,4.51,1.0,1.13,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8703,98.0729,484.2,0.857,85.7,58.7,,7.9,203.4,2045.01,5108.6,6.82,0.0,1.71,150,3525.0,706.71,38.0,19.4933
MFG-LINE-PLT-009-01,PLT-009,WC-035,SHF-PLT-009-20221030-2,2022-10-30,2,452.6,PRD-2022-SKU-09902,automotive_body,WO-2022-68646,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.605,8.473,65.07,87.32,72.24,84.59,0.12,WC-008,71.62,92.22,WC-007,13.29,432,240,239,1,0,1,50.84,57.32,0.887,99.9691,240,2.2,4,-44.44,1.86,452.6,302.3,0.6679,0.831,0.9958,0.5527,17.37,31.43,150.3,48.8,1,equipment_failure,average,availability_loss,19.0,2,150.3,0.0,8,56.6,18.8,75.4,yes,101.4,37.9,0.0,8.3,2.7,0.0,no,corrective,28.2,5.6,18,17,83.0,multi_skilled,1.8,0.0,no,no,70.2,SUP-070,309.0,4.92,1.14,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9691,97.6166,907.0,3.795,166.2,124.4,18.1,7.0,380.9,8072.96,10784.56,23.74,0.0,5.93,200,30060.0,6017.93,29.1,102.7411
MFG-LINE-PLT-003-01,PLT-003,WC-026,SHF-PLT-003-20200721-3,2020-07-21,3,463.9,PRD-2020-SKU-02905,electronics_pcb,WO-2020-87631,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,29.328,1.466,26.73,80.99,29.46,31.75,0.05,WC-003,30.49,94.5,WC-007,0.0,1356,570,569,1,0,1,122.63,175.61,0.6983,99.8779,570,1.2,4,-57.96,4.91,463.9,368.3,0.7939,0.5288,0.9982,0.4191,13.5,32.22,95.6,507.9,1,reduced_speed,poor,performance_loss,89.4,3,95.6,0.0,6,77.3,15.9,19.3,no,12.8,50.8,32.0,0.0,0.0,0.0,no,preventive,24.0,5.5,17,15,91.7,semi_skilled,9.4,1.6,no,no,12.8,SUP-062,1221.0,4.53,1.01,1.06,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.8779,97.6022,163.3,0.287,28.2,9.9,,9.3,68.6,2847.02,2985.72,9.92,0.0,2.48,150,14340.0,2870.48,36.5,20.1883
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20231026-2,2023-10-26,2,435.0,PRD-2023-SKU-06001,electronics_pcb,WO-2023-05442,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.067,1.153,21.04,63.58,23.29,24.97,0.05,WC-007,23.99,94.53,WC-004,0.0,1272,768,767,1,0,1,155.96,175.61,0.8881,99.9385,768,0.9,3,-39.62,7.05,435.0,355.0,0.8161,0.7392,0.9987,0.6024,18.2,30.21,80.0,271.0,1,idling_minor_stops,average,performance_loss,59.5,2,80.0,0.0,5,87.0,16.0,33.6,yes,57.0,0.0,23.0,0.0,0.0,0.0,no,corrective,24.0,5.9,18,15,94.8,expert,11.8,1.4,no,no,14.9,SUP-038,615.0,4.73,1.08,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9385,97.4276,570.6,0.744,106.5,56.0,,8.1,239.7,3226.55,4190.25,26.52,0.0,6.63,150,12000.0,2406.63,60.9,36.2245
MFG-LINE-PLT-008-02,PLT-008,WC-015,SHF-PLT-008-20201203-1,2020-12-03,1,465.4,PRD-2020-SKU-02164,medical_devices,WO-2020-22857,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,61.391,4.911,55.09,79.25,62.17,69.49,0.08,WC-004,65.21,96.56,WC-001,0.0,721,429,428,1,0,1,58.55,93.02,0.6294,99.9706,429,0.7,1,-40.5,5.02,465.4,439.6,0.9446,0.6294,0.9977,0.5931,19.17,32.32,25.8,252.6,1,reduced_speed,average,performance_loss,0.0,0,25.8,0.0,2,232.7,12.9,13.4,no,0.0,0.0,25.8,0.0,0.0,0.0,no,preventive,8.4,7.1,13,11,75.2,trainee,9.7,0.0,no,no,84.5,SUP-118,294.0,4.94,1.15,1.17,contamination,functional_failure,automated_vision,yes,no,no,no,99.9706,97.1204,483.6,1.13,94.4,28.6,,8.1,203.1,3547.95,3303.39,31.41,0.0,7.85,250,6450.0,1297.85,68.1,47.4912
MFG-LINE-PLT-009-01,PLT-009,WC-005,SHF-PLT-009-20240403-2,2024-04-03,2,449.4,PRD-2024-SKU-03806,automotive_body,WO-2024-96694,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,77.172,9.261,70.12,170.52,77.63,92.45,0.12,WC-010,88.38,99.9,WC-002,19.85,429,230,229,1,0,1,46.52,57.32,0.8116,99.9708,230,1.0,2,-46.39,2.78,449.4,377.5,0.84,0.6378,0.9957,0.5334,16.65,31.21,71.9,130.6,1,reduced_speed,average,performance_loss,80.8,2,71.9,0.0,2,224.7,35.9,39.5,yes,71.9,0.0,0.0,0.0,0.0,0.0,no,preventive,28.2,4.6,13,11,74.9,skilled,14.8,0.0,no,no,14.6,SUP-033,292.0,4.94,1.15,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9708,97.4197,597.7,2.61,115.9,66.5,12.0,7.9,251.0,2746.0,3110.41,47.33,0.0,11.83,200,14380.0,2887.83,59.8,73.1105
MFG-LINE-PLT-001-02,PLT-001,WC-047,SHF-PLT-001-20240103-1,2024-01-03,1,447.8,PRD-2024-SKU-04345,pharmaceutical,WO-2024-97791,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,64.683,13.81,59.07,172.27,69.91,87.47,0.213,WC-004,67.39,94.72,WC-003,0.0,528,364,363,1,0,1,55.63,70.87,0.785,99.9629,364,0.7,2,-31.06,2.7,447.8,434.8,0.971,0.7089,0.9973,0.6864,21.34,31.09,13.0,149.5,1,idling_minor_stops,average,performance_loss,42.1,1,13.0,0.0,1,447.8,13.0,13.0,no,0.0,0.0,0.0,0.0,0.0,13.0,no,corrective,22.7,6.8,20,18,65.2,semi_skilled,6.9,0.0,no,no,67.3,SUP-009,371.0,4.87,1.12,1.27,contamination,labelling,100pct_manual,yes,no,no,no,99.9629,97.8261,509.3,1.403,102.7,42.6,,8.1,213.9,6853.38,10468.58,9.82,0.0,2.46,300,3900.0,782.46,68.6,57.566
MFG-LINE-PLT-008-01,PLT-008,WC-004,SHF-PLT-008-20231015-1,2023-10-15,1,456.9,PRD-2023-SKU-06239,medical_devices,WO-2023-05325,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,146.997,17.64,137.22,218.43,139.86,176.1,0.12,WC-002,149.91,92.71,WC-003,115.39,240,168,167,1,0,1,24.46,31.61,0.7738,99.9825,168,1.0,2,-30.0,7.31,456.9,433.9,0.9497,0.7351,0.994,0.6939,22.01,31.73,23.0,60.5,1,idling_minor_stops,average,performance_loss,21.8,1,23.0,0.0,2,228.4,11.5,16.7,no,0.0,0.0,16.7,6.4,0.0,0.0,no,predictive,7.3,6.7,4,3,67.8,semi_skilled,1.1,0.0,no,no,11.7,SUP-033,175.0,5.08,1.19,1.23,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9825,99.5304,182.0,1.09,35.4,21.7,,8.2,76.4,1310.29,3187.47,13.58,0.0,3.4,250,5750.0,1153.4,43.4,40.594
MFG-LINE-PLT-010-01,PLT-010,WC-021,SHF-PLT-010-20200702-1,2020-07-02,1,459.2,PRD-2020-SKU-06336,industrial_machinery,WO-2020-43062,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,313.112,25.049,270.93,858.82,310.85,354.44,0.08,WC-004,314.92,91.44,WC-001,300.24,98,62,61,1,0,1,11.42,12.87,0.8873,99.8365,62,1.1,3,-36.73,0.47,459.2,431.4,0.9395,0.67,0.9839,0.6193,19.75,31.89,27.8,30.5,1,idling_minor_stops,average,performance_loss,105.5,3,27.8,0.0,3,153.1,9.3,19.6,no,0.0,0.0,19.6,6.0,2.2,0.0,no,corrective,19.7,5.7,20,17,94.5,skilled,11.4,0.0,no,no,38.3,SUP-099,1635.0,4.44,0.98,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8365,97.9295,168.4,2.76,36.1,8.5,,8.2,70.7,4000.6,9984.75,38.83,0.0,9.71,100,2780.0,565.71,54.2,268.7346
MFG-LINE-PLT-003-03,PLT-003,WC-026,SHF-PLT-003-20200622-1,2020-06-22,1,471.7,PRD-2020-SKU-02750,electronics_pcb,WO-2020-90194,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.743,0.537,9.98,28.5,10.63,11.63,0.05,WC-003,10.58,89.5,WC-002,0.0,2941,1770,1766,4,1,3,335.06,375.0,0.8935,99.776,1771,5.8,19,-39.82,13.22,448.4,405.6,0.9045,0.6983,0.9977,0.6302,19.62,31.14,42.8,764.7,4,reduced_speed,average,performance_loss,111.9,3,42.8,23.3,2,235.8,21.4,22.3,no,0.0,22.3,20.5,0.0,0.0,0.0,yes,predictive,16.8,5.8,19,17,71.3,skilled,9.0,0.0,no,no,89.5,SUP-081,2240.0,4.34,0.95,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.776,98.0732,2105.1,1.192,383.6,137.5,,7.0,884.1,5269.36,10784.44,8.07,8.07,6.05,150,6420.0,1298.12,47.1,17.1788
MFG-LINE-PLT-008-02,PLT-008,WC-022,SHF-PLT-008-20230602-1,2023-06-02,1,459.9,PRD-2023-SKU-02735,medical_devices,WO-2023-30121,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.553,3.484,38.68,89.58,44.31,49.3,0.08,WC-005,44.2,92.26,WC-006,0.0,712,583,582,1,0,1,82.58,93.02,0.8878,99.9888,583,0.6,1,-18.12,4.47,459.9,459.9,1.0,0.8177,0.9983,0.8163,26.07,31.93,0.0,130.0,1,reduced_speed,good,performance_loss,36.3,1,0.0,0.0,0,459.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,8.4,5.5,21,17,88.8,skilled,14.6,0.0,no,no,63.9,SUP-067,112.0,5.19,1.23,1.25,contamination,functional_failure,automated_vision,yes,no,no,no,99.9888,97.5597,488.3,0.839,89.3,40.9,,8.6,205.1,4100.96,4948.41,16.19,0.0,4.05,250,0.0,4.05,64.3,31.7666
MFG-LINE-PLT-003-02,PLT-003,WC-017,SHF-PLT-003-20201011-2,2020-10-11,2,460.7,PRD-2020-SKU-02115,electronics_pcb,WO-2020-84415,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,44.564,5.348,41.6,87.32,45.29,53.39,0.12,WC-001,43.69,89.13,WC-001,0.0,756,535,534,1,0,1,80.74,98.63,0.8186,99.9168,535,2.2,7,-29.23,6.32,460.7,397.6,0.863,0.8186,0.9981,0.7052,22.56,31.99,63.1,118.6,1,reduced_speed,good,performance_loss,0.0,0,63.1,0.0,4,115.2,15.8,18.9,no,0.0,35.7,12.7,0.0,0.0,14.8,no,preventive,24.8,5.6,13,11,93.7,skilled,11.6,0.0,no,no,79.4,SUP-064,832.0,4.64,1.05,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9168,98.287,501.4,0.939,85.1,35.9,,7.7,210.6,5272.9,8763.45,7.06,0.0,1.76,150,9465.0,1894.76,43.2,33.3585
MFG-LINE-PLT-009-01,PLT-009,WC-019,SHF-PLT-009-20211108-2,2021-11-08,2,459.4,PRD-2021-SKU-07857,automotive_body,WO-2021-67105,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,85.801,10.296,78.52,197.8,82.77,102.79,0.12,WC-009,94.52,99.9,WC-010,28.48,438,271,270,1,0,1,41.92,57.32,0.7313,99.9431,271,4.7,12,-38.13,1.96,459.4,418.7,0.9114,0.6775,0.9963,0.6152,19.63,31.9,40.7,129.0,1,reduced_speed,average,performance_loss,30.8,2,40.7,0.0,4,114.8,10.2,13.3,no,0.0,13.3,8.1,6.4,0.0,13.0,no,preventive,28.2,5.8,21,18,83.4,semi_skilled,11.0,0.0,no,no,55.4,SUP-054,569.0,4.75,1.08,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9431,99.0441,647.7,2.399,163.4,51.1,13.0,8.1,272.0,4488.49,9384.67,45.81,0.0,11.45,200,8140.0,1639.45,68.0,97.3617
MFG-LINE-PLT-010-03,PLT-010,WC-011,SHF-PLT-010-20210522-2,2021-05-22,2,445.8,PRD-2021-SKU-03400,industrial_machinery,WO-2021-64378,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.91,4.669,34.42,72.02,38.08,46.61,0.12,WC-009,42.02,98.18,WC-003,0.0,761,634,627,7,3,4,92.5,103.45,0.8942,99.0535,637,0.1,0,-16.69,84.39,445.8,411.3,0.9226,0.8941,0.989,0.8158,25.25,30.96,34.5,75.1,7,reduced_speed,good,performance_loss,0.0,0,34.5,0.0,2,222.9,17.3,25.9,no,25.9,0.0,0.0,8.6,0.0,0.0,no,predictive,29.1,5.7,2,1,85.4,multi_skilled,8.9,0.0,no,no,48.9,SUP-060,9465.0,3.85,0.78,0.8,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.0535,97.9406,1433.3,2.286,333.3,146.0,,8.5,602.0,428.02,1044.05,26.04,78.12,26.04,100,3450.0,794.16,48.3,28.6785
MFG-LINE-PLT-003-03,PLT-003,WC-044,SHF-PLT-003-20241022-1,2024-10-22,1,467.1,PRD-2024-SKU-07852,electronics_pcb,WO-2024-31438,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,9.703,0.485,9.08,22.74,9.77,10.5,0.05,WC-003,9.94,93.13,WC-001,0.0,2918,2374,2373,1,0,1,370.94,375.0,0.9892,99.9754,2374,0.1,0,-18.64,60.97,435.7,371.2,0.9814,0.9569,0.9984,0.9376,25.76,30.25,64.5,0.0,1,equipment_failure,world_class,availability_loss,18.6,1,64.5,31.4,4,116.8,16.1,25.1,no,39.6,22.3,0.0,0.0,2.6,0.0,yes,emergency,16.8,9.2,6,5,93.2,expert,1.3,0.4,no,no,57.4,SUP-091,246.3,6.0,1.8,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9754,99.9715,1858.1,0.783,395.6,162.9,,8.0,780.4,771.74,681.11,6.83,0.0,1.71,150,9675.0,1936.71,56.0,7.4451
MFG-LINE-PLT-004-04,PLT-004,WC-040,SHF-PLT-004-20240117-2,2024-01-17,2,420.7,PRD-2024-SKU-04398,industrial_machinery,WO-2024-14206,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,387.0,82.625,339.73,962.3,340.73,523.33,0.213,WC-002,395.34,92.87,WC-001,374.57,86,53,52,1,0,1,9.21,12.43,0.7409,99.4763,53,4.1,9,-38.37,0.93,420.7,345.4,0.821,0.7409,0.9811,0.5968,17.44,29.21,75.3,18.5,1,idling_minor_stops,average,performance_loss,0.0,0,75.3,0.0,6,70.1,12.6,28.6,no,10.7,0.0,0.0,22.8,0.0,41.8,no,preventive,24.6,5.4,9,8,82.1,semi_skilled,3.8,0.0,no,no,24.8,SUP-022,5237.0,4.06,0.85,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4763,98.979,163.5,3.144,44.9,24.5,,7.9,68.7,2916.51,5010.36,23.35,0.0,5.84,100,7530.0,1511.84,47.7,176.2388
MFG-LINE-PLT-004-05,PLT-004,WC-033,SHF-PLT-004-20220713-3,2022-07-13,3,446.6,PRD-2022-SKU-01703,industrial_machinery,WO-2022-45733,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,170.882,8.544,150.31,364.47,175.7,184.98,0.05,WC-006,180.82,96.2,WC-002,147.09,176,72,71,1,0,1,20.82,23.79,0.8752,99.9331,72,0.3,0,-59.09,3.18,446.6,364.6,0.8164,0.498,0.9861,0.4009,12.43,31.01,82.0,72.6,1,idling_minor_stops,poor,performance_loss,157.1,4,82.0,0.0,3,148.9,27.3,37.3,yes,82.0,0.0,0.0,0.0,0.0,0.0,no,predictive,3.8,6.7,4,3,86.7,expert,19.1,0.0,no,no,82.6,SUP-088,669.0,4.71,1.07,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9331,97.4709,321.6,4.53,74.8,32.7,,7.0,135.1,480.7,1194.37,24.55,0.0,6.14,100,8200.0,1646.14,33.7,48.4883
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20231003-1,2023-10-03,1,443.5,PRD-2023-SKU-09733,industrial_machinery,WO-2023-99492,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.606,5.353,40.17,96.23,42.68,53.44,0.12,WC-008,48.17,98.18,WC-007,0.0,758,363,360,3,1,2,80.57,103.45,0.7788,99.177,364,0.2,0,-52.11,8.12,426.9,421.1,0.9864,0.5,0.9917,0.4891,14.5,29.64,5.8,363.0,3,reduced_speed,poor,performance_loss,167.3,4,5.8,16.6,1,443.5,5.8,5.8,no,0.0,0.0,0.0,5.8,0.0,0.0,yes,emergency,29.1,6.4,7,6,79.5,semi_skilled,6.7,0.0,no,no,13.5,SUP-178,8230.0,3.9,0.8,0.87,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.177,97.7027,1145.2,3.181,248.7,76.5,,7.9,481.0,977.65,1860.78,18.98,18.98,9.49,100,580.0,144.47,60.3,27.0227
MFG-LINE-PLT-004-05,PLT-004,WC-034,SHF-PLT-004-20201130-1,2020-11-30,1,474.1,PRD-2020-SKU-01105,industrial_machinery,WO-2020-82618,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,158.291,7.915,140.68,222.92,161.92,171.35,0.05,WC-009,164.04,94.21,WC-007,134.5,187,172,171,1,0,1,22.63,23.79,0.9512,99.9648,172,2.4,6,-8.02,1.27,474.1,456.0,0.9618,0.9511,0.9942,0.9095,29.95,32.92,18.1,8.8,1,reduced_speed,world_class,performance_loss,0.0,0,18.1,0.0,2,237.1,9.0,10.7,no,0.0,7.4,10.7,0.0,0.0,0.0,no,preventive,3.8,6.3,19,17,86.3,expert,9.4,0.1,no,no,48.4,SUP-026,352.0,4.89,1.13,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9648,99.1681,454.2,2.656,78.1,62.3,,8.2,190.8,3531.98,4791.51,51.55,0.0,12.89,100,1810.0,374.89,65.0,100.5268
MFG-LINE-PLT-007-02,PLT-007,WC-028,SHF-PLT-007-20221110-3,2022-11-10,3,429.1,PRD-2022-SKU-03545,industrial_machinery,WO-2022-14586,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,268.513,32.222,232.85,669.85,279.64,321.68,0.12,WC-001,286.07,96.85,WC-002,252.97,110,87,86,1,0,1,13.28,15.54,0.8546,99.771,87,0.2,0,-20.91,3.01,429.1,393.0,0.9159,0.8545,0.9885,0.7736,23.05,29.8,36.1,14.8,1,idling_minor_stops,good,performance_loss,0.0,0,36.1,0.0,3,143.0,12.0,18.7,no,0.0,0.0,31.0,0.0,5.0,0.0,no,preventive,32.8,5.8,5,4,68.7,expert,13.5,1.8,no,yes,40.6,SUP-128,2290.0,4.34,0.95,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.771,97.7731,418.0,4.861,91.9,21.4,,6.8,175.6,713.16,711.02,59.98,0.0,14.99,100,3610.0,736.99,57.7,77.2377
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20221029-2,2022-10-29,2,471.2,PRD-2022-SKU-07171,electronics_pcb,WO-2022-41760,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.886,3.192,15.08,30.7,15.21,22.15,0.189,WC-003,18.97,99.9,WC-006,0.0,2001,1206,1203,3,1,2,213.08,255.32,0.8346,99.8254,1207,0.2,0,-39.73,17.02,471.2,381.2,0.809,0.7435,0.9975,0.6,19.63,32.72,90.0,416.0,3,idling_minor_stops,average,performance_loss,41.6,1,90.0,0.0,5,94.2,18.0,34.4,yes,58.0,0.0,24.0,0.0,8.0,0.0,no,preventive,15.6,6.4,10,9,86.7,skilled,4.9,0.0,no,yes,35.0,SUP-107,1746.0,4.42,0.97,1.07,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8254,99.1227,1197.0,0.995,207.3,74.9,,7.5,502.7,1354.08,1203.67,12.99,12.99,6.5,150,13500.0,2719.49,70.2,15.1485
MFG-LINE-PLT-004-06,PLT-004,WC-001,SHF-PLT-004-20211220-2,2021-12-20,2,426.2,PRD-2021-SKU-04419,industrial_machinery,WO-2021-41441,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,151.911,18.229,140.83,439.28,143.97,181.99,0.12,WC-001,161.63,96.73,WC-003,119.94,226,145,144,1,0,1,23.64,31.97,0.7394,99.6288,145,3.1,8,-35.84,1.01,426.2,368.0,0.8634,0.7395,0.9931,0.6341,18.77,29.6,58.2,51.1,1,idling_minor_stops,average,performance_loss,0.0,0,58.2,0.0,3,142.1,19.4,24.0,no,23.2,0.0,11.0,0.0,0.0,24.0,no,preventive,6.6,6.5,21,20,76.2,semi_skilled,2.6,0.0,no,no,78.7,SUP-041,3712.0,4.18,0.89,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6288,97.9811,391.7,2.72,90.9,27.0,,8.2,164.5,7061.93,10056.83,24.47,0.0,6.12,100,5820.0,1170.12,67.2,143.5202
MFG-LINE-PLT-002-02,PLT-002,WC-016,SHF-PLT-002-20240402-1,2024-04-02,1,455.3,PRD-2024-SKU-09907,electronics_pcb,WO-2024-32301,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.387,0.492,15.12,37.96,15.95,17.2,0.03,WC-002,16.95,94.02,WC-006,0.0,2132,1322,1321,1,0,1,219.62,281.25,0.7809,99.9472,1322,4.1,12,-37.99,12.44,455.3,361.2,0.7933,0.7809,0.9992,0.619,19.57,31.62,94.1,370.9,1,idling_minor_stops,average,performance_loss,0.0,0,94.1,0.0,3,151.8,31.4,51.0,yes,85.8,0.0,8.3,0.0,0.0,0.0,no,preventive,2.0,6.1,16,14,87.1,semi_skilled,10.4,0.0,no,no,43.8,SUP-080,528.0,4.78,1.09,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9472,97.6632,871.9,0.66,150.4,59.5,,8.3,366.2,2299.02,5230.64,9.88,0.0,2.47,150,14115.0,2825.47,64.0,15.5874
MFG-LINE-PLT-005-03,PLT-005,WC-016,SHF-PLT-005-20211030-2,2021-10-30,2,465.0,PRD-2021-SKU-09592,automotive_body,WO-2021-40169,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.592,3.13,57.75,134.56,63.27,67.76,0.05,WC-001,64.58,93.8,WC-002,0.0,492,301,300,1,0,1,57.36,63.6,0.9019,99.99,301,0.3,0,-38.82,38.71,465.0,314.8,0.677,0.9018,0.9967,0.6085,19.65,32.3,150.2,32.8,1,setup_adjustment,average,availability_loss,0.0,0,150.2,0.0,9,51.7,16.7,28.3,no,79.6,13.9,22.0,7.8,0.0,26.9,no,predictive,32.9,5.5,2,1,68.0,expert,1.1,0.0,no,no,80.1,SUP-038,64.0,5.33,1.28,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.518,618.3,2.061,137.5,81.0,12.4,8.4,259.7,241.02,535.52,19.59,0.0,4.9,200,30040.0,6012.9,59.5,22.2438
MFG-LINE-PLT-008-01,PLT-008,WC-028,SHF-PLT-008-20200616-1,2020-06-16,1,424.7,PRD-2020-SKU-08873,medical_devices,WO-2020-18033,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,154.943,18.593,145.35,246.01,154.94,185.62,0.12,WC-001,153.65,90.15,WC-002,123.33,223,62,61,1,0,1,23.04,31.61,0.7289,99.9713,62,2.3,8,-72.2,1.72,424.7,198.7,0.4679,0.5922,0.9839,0.2726,8.04,29.5,226.0,42.7,1,equipment_failure,poor,availability_loss,37.3,2,226.00235516296746,0.0,5,84.9,11.0,226.00235516296746,yes,41.2,9.9,0.0,0.0,4.0,0.0,no,preventive,7.3,2.1,6,5,65.7,semi_skilled,11.0,0.0,no,yes,62.5,SUP-161,287.0,4.94,1.15,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9713,97.7458,54.8,0.899,12.2,5.8,,8.5,23.0,1035.92,2001.75,31.07,0.0,7.77,250,56500.59,11307.89,32.6,81.3772
MFG-LINE-PLT-005-03,PLT-005,WC-001,SHF-PLT-005-20200405-1,2020-04-05,1,477.2,PRD-2020-SKU-08174,automotive_body,WO-2020-77064,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,74.622,3.731,67.41,140.16,74.65,80.78,0.05,WC-001,73.27,89.26,WC-002,11.02,505,281,280,1,0,1,48.12,63.6,0.7566,99.9511,281,0.9,2,-44.36,2.71,477.2,390.0,0.8173,0.6797,0.9964,0.5535,18.34,33.14,87.2,132.4,1,reduced_speed,average,performance_loss,39.6,1,87.2,0.0,5,95.4,17.4,28.9,no,39.4,34.9,0.0,0.0,0.0,12.9,no,corrective,32.9,4.7,14,13,77.6,semi_skilled,1.2,0.0,no,yes,47.6,SUP-094,489.0,4.8,1.1,1.21,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9511,98.8388,639.5,2.284,130.9,42.2,12.8,8.2,268.6,4793.79,9955.39,55.69,0.0,13.92,200,17440.0,3501.92,56.8,108.5645
MFG-LINE-PLT-005-06,PLT-005,WC-033,SHF-PLT-005-20210813-1,2021-08-13,1,457.9,PRD-2021-SKU-05703,automotive_body,WO-2021-57281,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,85.238,4.262,78.44,126.6,84.18,92.27,0.05,WC-009,87.26,93.06,WC-008,37.24,366,78,77,1,0,1,41.81,48.0,0.871,99.9838,78,1.3,4,-78.69,0.67,457.9,206.4,0.4508,0.4723,0.9872,0.2102,6.68,31.8,251.5,87.1,1,equipment_failure,poor,availability_loss,94.5,4,251.5,0.0,11,41.6,22.9,54.4,yes,182.6,41.4,17.7,0.0,0.0,9.8,no,preventive,32.1,5.1,18,15,68.2,skilled,13.7,0.0,no,yes,62.5,SUP-156,162.0,5.1,1.2,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9838,97.7873,231.7,3.009,58.4,17.9,4.6,7.6,97.3,2819.6,5165.06,27.12,0.0,6.78,200,50300.0,10066.78,40.4,131.1691
MFG-LINE-PLT-010-04,PLT-010,WC-039,SHF-PLT-010-20241116-1,2024-11-16,1,427.2,PRD-2024-SKU-09840,industrial_machinery,WO-2024-34312,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,300.256,36.031,275.13,485.16,304.99,359.71,0.12,WC-008,331.45,99.9,WC-005,286.64,96,70,69,1,0,1,11.86,13.62,0.8708,99.8526,70,3.2,10,-27.08,1.38,427.2,392.1,0.9178,0.7865,0.9857,0.7115,21.11,29.66,35.1,19.0,1,reduced_speed,good,performance_loss,37.9,2,35.1,0.0,2,213.6,17.6,27.3,no,0.0,27.3,7.9,0.0,0.0,0.0,no,preventive,14.7,5.9,8,7,89.8,skilled,8.6,0.0,no,no,16.3,SUP-007,1474.0,4.47,0.99,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8526,97.1458,244.8,3.548,67.4,20.7,,7.6,102.8,2964.65,3232.45,30.9,0.0,7.72,100,3510.0,709.72,35.3,121.1609
MFG-LINE-PLT-004-04,PLT-004,WC-026,SHF-PLT-004-20210403-1,2021-04-03,1,454.5,PRD-2021-SKU-02596,industrial_machinery,WO-2021-65514,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,359.929,76.845,309.81,643.09,355.85,486.72,0.213,WC-002,366.12,92.47,WC-001,347.5,93,50,49,1,0,1,9.93,12.43,0.7989,99.4049,50,2.9,10,-46.24,0.72,454.5,414.8,0.9126,0.5821,0.98,0.5206,16.43,31.56,39.7,35.9,1,reduced_speed,average,performance_loss,112.6,3,39.7,0.0,3,151.5,13.2,17.5,no,0.0,39.7,0.0,0.0,0.0,0.0,no,predictive,24.6,7.9,10,9,92.6,semi_skilled,6.1,0.0,no,no,60.9,SUP-182,5951.0,4.02,0.84,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4049,98.2105,129.5,2.642,24.0,12.9,,8.2,54.4,1847.27,3461.69,44.45,0.0,11.11,100,3970.0,805.11,68.7,153.7033
MFG-LINE-PLT-002-02,PLT-002,WC-021,SHF-PLT-002-20220912-1,2022-09-12,1,475.7,PRD-2022-SKU-07550,electronics_pcb,WO-2022-68129,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.448,0.433,12.56,24.55,14.42,15.16,0.03,WC-006,14.89,93.67,WC-008,0.0,2229,1411,1410,1,0,1,249.09,281.25,0.8857,99.9774,1411,2.5,6,-36.7,177.84,475.7,396.4,0.8333,0.7594,0.9993,0.6323,20.89,33.03,79.3,447.1,1,idling_minor_stops,average,performance_loss,56.5,3,79.3,0.0,4,118.9,19.8,27.9,no,52.4,18.6,0.0,8.3,0.0,0.0,no,preventive,2.0,7.5,1,1,69.3,skilled,4.0,0.0,no,no,80.6,SUP-127,226.0,5.01,1.17,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9774,98.6776,1308.5,0.928,223.5,168.2,,7.7,549.6,353.4,811.33,18.4,0.0,4.6,150,11895.0,2383.6,37.1,19.2391
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20220904-1,2022-09-04,1,421.5,PRD-2022-SKU-09734,electronics_pcb,WO-2022-07699,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.922,2.611,13.95,26.56,15.97,19.23,0.175,WC-005,16.08,97.96,WC-001,0.0,1791,1377,1375,2,1,1,241.18,255.32,0.9446,99.8833,1378,0.6,1,-23.12,48.94,421.5,342.6,0.8128,0.9446,0.9985,0.7667,22.44,29.27,78.9,80.8,2,equipment_failure,good,availability_loss,0.0,0,78.9,0.0,4,105.4,19.7,35.4,yes,22.5,35.4,11.0,10.0,0.0,0.0,no,corrective,15.6,6.0,5,4,62.1,expert,9.8,0.0,no,yes,60.8,SUP-180,1167.0,4.54,1.01,1.03,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8833,99.1794,1769.6,1.287,377.5,200.7,,6.8,743.2,1726.19,1907.11,10.05,10.05,2.51,150,11835.0,2379.56,35.2,12.707
MFG-LINE-PLT-005-04,PLT-005,WC-042,SHF-PLT-005-20211227-2,2021-12-27,2,464.5,PRD-2021-SKU-04808,automotive_body,WO-2021-37952,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,63.096,7.572,57.0,179.78,64.4,75.59,0.12,WC-002,66.98,96.5,WC-001,0.0,597,384,383,1,0,1,56.93,77.25,0.737,99.9495,384,0.0,0,-35.68,2.75,464.5,404.7,0.8713,0.7369,0.9974,0.6403,20.66,32.26,59.8,137.1,1,reduced_speed,average,performance_loss,0.0,0,59.8,0.0,4,116.1,14.9,18.4,no,18.4,0.0,12.8,28.6,0.0,0.0,no,preventive,15.6,5.9,19,18,88.1,semi_skilled,5.2,0.0,no,no,25.2,SUP-115,505.0,4.79,1.1,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9495,99.4826,900.8,2.352,207.7,127.1,18.0,8.1,378.3,6619.85,7751.08,46.17,0.0,11.54,200,11960.0,2403.54,48.7,83.8126
MFG-LINE-PLT-009-02,PLT-009,WC-002,SHF-PLT-009-20220121-2,2022-01-21,2,443.1,PRD-2022-SKU-02756,automotive_body,WO-2022-14512,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.247,1.962,35.12,74.55,40.61,42.48,0.05,WC-003,40.31,93.37,WC-001,0.0,805,499,498,1,0,1,91.72,109.09,0.8408,99.982,499,1.6,5,-38.01,4.82,443.1,378.1,0.8533,0.7258,0.998,0.6181,19.02,30.77,65.0,188.5,1,idling_minor_stops,average,performance_loss,51.7,2,65.0,0.0,3,147.7,21.7,37.8,yes,56.5,8.5,0.0,0.0,0.0,0.0,no,preventive,14.2,6.0,15,14,89.1,skilled,6.4,0.0,no,yes,22.0,SUP-168,180.0,5.07,1.19,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.982,96.9961,778.4,1.563,145.0,95.0,15.6,8.7,326.9,5645.46,10507.02,89.39,0.0,22.35,200,13000.0,2622.35,55.5,122.0042
MFG-LINE-PLT-004-03,PLT-004,WC-043,SHF-PLT-004-20220623-1,2022-06-23,1,454.0,PRD-2022-SKU-08698,industrial_machinery,WO-2022-62012,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,149.476,7.474,140.01,311.67,149.02,161.81,0.05,WC-004,154.43,93.92,WC-005,122.39,204,86,85,1,0,1,23.95,27.09,0.8841,99.9512,86,4.0,9,-57.84,0.51,454.0,234.7,0.5169,0.8117,0.9884,0.4147,13.07,31.53,219.3,20.0,1,equipment_failure,poor,availability_loss,19.3,1,219.3,0.0,8,56.7,27.4,110.9,yes,163.5,18.6,10.0,27.2,0.0,0.0,no,corrective,22.2,5.4,24,22,66.9,skilled,5.3,1.6,no,no,84.7,SUP-049,488.0,4.8,1.1,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9512,99.5256,189.0,2.224,42.0,27.4,,8.5,79.4,7914.96,8814.28,33.82,0.0,8.46,100,21930.0,4394.46,52.0,231.0325
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20231020-2,2023-10-20,2,467.9,PRD-2023-SKU-03604,automotive_body,WO-2023-84993,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,80.207,2.406,71.41,100.03,79.36,84.18,0.03,WC-002,80.82,91.6,WC-003,21.19,460,306,305,1,0,1,44.75,59.02,0.7582,99.983,306,2.7,7,-33.48,7.82,467.9,422.5,0.903,0.7363,0.9967,0.6626,21.53,32.5,45.4,109.6,1,idling_minor_stops,average,performance_loss,12.3,1,45.4,0.0,1,467.9,45.4,45.4,yes,45.4,0.0,0.0,0.0,0.0,0.0,no,predictive,23.7,6.3,6,5,65.7,semi_skilled,4.5,0.0,no,no,89.4,SUP-025,170.0,5.08,1.19,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.983,99.7103,989.4,3.244,238.4,64.6,19.8,7.4,415.5,1854.87,2064.86,27.21,0.0,6.8,200,9080.0,1822.8,40.2,40.1508
MFG-LINE-PLT-004-06,PLT-004,WC-043,SHF-PLT-004-20200317-2,2020-03-17,2,441.2,PRD-2020-SKU-09857,industrial_machinery,WO-2020-63702,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,149.338,17.921,139.4,181.88,147.9,178.91,0.12,WC-001,163.44,99.5,WC-003,117.37,234,132,131,1,0,1,24.06,31.97,0.7526,99.6131,132,3.5,9,-43.59,4.45,441.2,429.7,0.9739,0.5765,0.9924,0.5572,17.07,30.64,11.5,97.0,1,idling_minor_stops,average,performance_loss,100.6,4,11.5,0.0,1,441.2,11.5,11.5,no,0.0,0.0,11.5,0.0,0.0,0.0,no,preventive,6.6,5.9,5,4,72.4,semi_skilled,8.9,0.0,no,no,56.6,SUP-024,3869.0,4.16,0.89,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6131,98.2279,469.0,3.58,124.7,50.7,,7.6,197.0,1243.91,2167.69,26.86,0.0,6.71,100,1150.0,236.71,58.4,53.1078
MFG-LINE-PLT-005-02,PLT-005,WC-013,SHF-PLT-005-20200617-2,2020-06-17,2,453.1,PRD-2020-SKU-03660,automotive_body,WO-2020-24006,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,65.51,5.241,55.77,126.56,60.77,74.16,0.08,WC-002,67.32,93.43,WC-005,0.0,572,364,363,1,0,1,54.82,75.79,0.7233,99.9677,364,0.2,0,-36.36,3.0,453.1,434.1,0.9581,0.6638,0.9973,0.6343,19.96,31.46,19.0,184.3,1,idling_minor_stops,average,performance_loss,35.7,1,19.0,0.0,1,453.1,19.0,19.0,no,0.0,19.0,0.0,0.0,0.0,0.0,no,corrective,1.3,5.6,17,16,94.9,semi_skilled,3.5,0.3,no,no,10.3,SUP-147,323.0,4.91,1.14,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9677,97.6448,955.8,2.633,184.2,107.0,19.1,7.9,401.4,5183.36,12754.83,49.29,0.0,12.32,200,3800.0,772.32,40.5,98.8423
MFG-LINE-PLT-010-04,PLT-010,WC-044,SHF-PLT-010-20201211-3,2020-12-11,3,454.1,PRD-2020-SKU-03426,industrial_machinery,WO-2020-73847,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,372.897,44.748,317.46,969.7,365.33,446.73,0.12,WC-006,424.09,99.9,WC-004,359.28,102,58,57,1,0,1,9.65,13.62,0.7085,99.5499,58,0.1,0,-43.14,7.53,454.1,415.3,0.9146,0.6152,0.9828,0.553,17.44,31.53,38.8,36.3,1,idling_minor_stops,average,performance_loss,54.8,2,38.8,0.0,2,227.0,19.4,28.2,no,28.2,0.0,0.0,10.6,0.0,0.0,no,corrective,14.7,6.0,1,1,85.3,semi_skilled,6.4,0.0,no,no,59.2,SUP-180,4501.0,4.11,0.87,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5499,98.3259,126.1,2.213,23.0,7.5,,8.5,53.0,157.23,167.78,22.75,0.0,5.69,100,3880.0,781.69,67.4,28.8511
MFG-LINE-PLT-010-01,PLT-010,WC-045,SHF-PLT-010-20231204-3,2023-12-04,3,453.4,PRD-2023-SKU-09508,industrial_machinery,WO-2023-39716,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,395.975,31.678,338.01,957.96,402.45,448.24,0.08,WC-003,408.86,93.87,WC-002,383.11,96,51,50,1,0,1,8.94,12.87,0.6946,99.6566,51,4.1,9,-46.88,1.65,453.4,342.2,0.7547,0.6948,0.9804,0.5141,16.19,31.48,111.2,22.4,1,reduced_speed,average,performance_loss,0.0,0,111.2,0.0,5,90.7,22.2,29.6,no,29.6,52.2,0.0,0.0,12.1,17.3,no,preventive,19.7,5.4,5,4,90.8,semi_skilled,0.6,0.0,no,no,33.9,SUP-147,3434.0,4.2,0.9,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.6566,97.0801,173.9,3.478,39.7,10.7,,7.7,73.0,1686.06,2022.91,75.9,0.0,18.98,100,11120.0,2242.98,61.9,151.5974
MFG-LINE-PLT-003-03,PLT-003,WC-047,SHF-PLT-003-20230101-2,2023-01-01,2,479.4,PRD-2023-SKU-02162,electronics_pcb,WO-2023-34706,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.252,0.563,10.44,15.63,11.28,12.18,0.05,WC-003,11.48,92.74,WC-002,0.0,2995,1695,1694,1,0,1,319.78,375.0,0.8527,99.9678,1695,3.0,10,-43.41,53.0,479.4,338.7,0.7065,0.8006,0.9994,0.5653,18.82,33.29,140.7,422.1,1,setup_adjustment,average,availability_loss,20.7,1,140.7,0.0,6,79.9,23.4,33.7,yes,88.0,28.1,24.6,0.0,0.0,0.0,no,preventive,16.8,6.7,5,4,90.5,skilled,14.5,0.0,no,yes,41.5,SUP-077,322.0,4.91,1.14,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9678,97.4103,1692.3,0.999,342.6,194.1,,7.5,710.8,2001.72,2791.99,12.52,0.0,3.13,150,21105.0,4224.13,33.2,15.3572
MFG-LINE-PLT-002-04,PLT-002,WC-034,SHF-PLT-002-20200215-1,2020-02-15,1,466.7,PRD-2020-SKU-02373,electronics_pcb,WO-2020-26624,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.089,3.862,16.58,26.07,18.86,24.46,0.213,WC-002,21.96,99.9,WC-001,0.0,1980,1345,1341,4,1,3,198.94,255.32,0.7792,99.7103,1346,0.6,1,-32.07,17.24,466.7,436.6,0.9355,0.724,0.997,0.6753,21.88,32.41,30.1,512.7,4,reduced_speed,average,performance_loss,30.9,1,30.1,0.0,3,155.6,10.0,12.0,no,12.0,10.2,0.0,7.8,0.0,0.0,no,corrective,15.6,5.4,11,10,65.8,semi_skilled,1.4,0.0,no,yes,88.2,SUP-198,2897.0,4.26,0.92,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7103,98.3385,1418.8,1.058,353.3,152.1,,7.4,595.9,4133.22,9648.18,20.21,20.21,15.16,150,4515.0,938.37,38.2,30.5472
MFG-LINE-PLT-002-02,PLT-002,WC-006,SHF-PLT-002-20200919-1,2020-09-19,1,439.5,PRD-2020-SKU-02813,electronics_pcb,WO-2020-22278,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,20.76,0.623,19.29,38.98,20.66,21.79,0.03,WC-008,20.93,91.66,WC-009,0.0,2059,1166,1165,1,0,1,173.41,281.25,0.6166,99.9511,1166,2.3,5,-43.37,7.95,439.5,403.4,0.9179,0.6166,0.9991,0.5654,17.26,30.52,36.1,725.1,1,idling_minor_stops,average,performance_loss,0.0,0,36.1,0.0,2,219.8,18.0,27.6,no,0.0,36.1,0.0,0.0,0.0,0.0,no,corrective,2.0,7.2,24,20,74.8,trainee,13.9,1.1,no,no,14.2,SUP-196,489.0,4.8,1.1,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9511,98.1854,1026.4,0.881,246.6,117.3,,7.8,431.1,4869.31,10716.04,42.7,0.0,10.68,150,5415.0,1093.68,42.2,56.1146
MFG-LINE-PLT-003-02,PLT-003,WC-010,SHF-PLT-003-20221231-3,2022-12-31,3,443.7,PRD-2022-SKU-09714,electronics_pcb,WO-2022-93192,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.207,5.665,44.58,65.1,47.18,56.55,0.12,WC-001,45.34,87.32,WC-001,0.0,726,454,451,3,1,2,76.17,98.63,0.7723,99.5515,455,0.3,0,-37.47,3.05,443.7,435.6,0.9817,0.634,0.9934,0.6183,19.05,30.81,8.1,262.1,3,reduced_speed,average,performance_loss,78.0,3,8.1,0.0,1,443.7,8.1,8.1,no,8.1,0.0,0.0,0.0,0.0,0.0,no,corrective,24.8,4.1,21,20,79.4,skilled,3.2,2.0,no,yes,58.8,SUP-003,4485.0,4.11,0.87,0.97,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.5515,98.4264,315.2,0.699,60.5,27.8,,8.3,132.4,3951.69,9569.83,20.44,20.44,10.22,150,1215.0,273.66,49.2,50.5572
MFG-LINE-PLT-004-04,PLT-004,WC-014,SHF-PLT-004-20221019-2,2022-10-19,2,475.6,PRD-2022-SKU-02700,industrial_machinery,WO-2022-64864,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,392.168,83.728,339.18,490.31,447.98,530.32,0.213,WC-002,502.24,99.9,WC-001,379.74,97,55,54,1,0,1,9.08,12.43,0.7305,99.1057,55,0.2,0,-43.3,1.7,475.6,444.1,0.9338,0.5979,0.9818,0.5482,18.11,33.03,31.5,37.0,1,idling_minor_stops,average,performance_loss,80.8,2,31.5,0.0,2,237.8,15.7,15.7,no,0.0,31.5,0.0,0.0,0.0,0.0,no,corrective,24.6,5.1,5,4,73.5,semi_skilled,8.3,0.0,no,no,88.4,SUP-061,8943.0,3.87,0.79,0.8,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.1057,97.1641,170.5,3.157,29.8,21.7,,7.9,71.6,1263.18,3037.32,31.4,0.0,7.85,100,3150.0,637.85,32.9,111.6204
MFG-LINE-PLT-002-04,PLT-002,WC-029,SHF-PLT-002-20240808-2,2024-08-08,2,425.3,PRD-2024-SKU-03248,electronics_pcb,WO-2024-43414,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.388,2.693,13.75,39.46,16.05,19.83,0.175,WC-006,16.16,95.49,WC-001,0.0,1808,1401,1399,2,1,1,233.88,255.32,0.916,99.9004,1402,0.3,0,-22.51,11.61,425.3,359.4,0.8451,0.916,0.9986,0.773,22.83,29.54,65.9,128.5,2,equipment_failure,good,availability_loss,0.0,0,65.9,0.0,5,85.1,13.2,23.2,no,0.0,23.2,33.0,6.6,3.1,0.0,no,preventive,15.6,5.4,21,17,72.9,expert,14.9,0.0,no,no,80.1,SUP-051,996.0,4.59,1.03,1.17,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9004,99.4982,1747.4,1.249,434.7,153.3,,6.9,733.9,4160.19,10055.18,21.3,21.3,5.33,150,9885.0,2003.63,44.8,31.4915
MFG-LINE-PLT-009-01,PLT-009,WC-007,SHF-PLT-009-20210730-1,2021-07-30,1,479.1,PRD-2021-SKU-01978,automotive_body,WO-2021-50602,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,73.558,8.827,64.85,190.42,71.53,88.12,0.12,WC-010,78.07,96.49,WC-007,16.24,457,349,348,1,0,1,48.84,57.32,0.8521,99.9557,349,1.2,3,-23.63,3.35,479.1,428.7,0.8948,0.852,0.9971,0.7602,25.29,33.27,50.4,60.6,1,reduced_speed,good,performance_loss,0.0,0,50.4,0.0,2,239.6,25.2,30.3,yes,30.3,0.0,20.1,0.0,0.0,0.0,no,predictive,28.2,4.8,14,13,73.0,skilled,3.5,1.3,no,no,74.6,SUP-119,443.0,4.82,1.11,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9557,98.9646,912.8,2.623,181.6,46.5,18.3,7.9,383.4,2075.49,3167.94,87.02,0.0,21.75,200,10080.0,2037.75,67.0,102.3374
MFG-LINE-PLT-005-01,PLT-005,WC-025,SHF-PLT-005-20240703-2,2024-07-03,2,456.7,PRD-2024-SKU-09451,automotive_body,WO-2024-99970,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,45.991,5.519,41.9,123.68,46.23,55.1,0.12,WC-004,44.7,88.36,WC-001,0.0,795,355,354,1,0,1,78.06,104.65,0.7459,99.933,355,0.8,2,-55.35,2.21,456.7,272.9,0.5975,0.7459,0.9972,0.4444,14.09,31.71,183.8,120.9,1,equipment_failure,poor,availability_loss,0.0,0,183.8,0.0,7,65.2,26.3,84.8,yes,135.0,38.9,5.5,0.0,4.5,0.0,no,predictive,20.8,5.8,22,21,63.6,semi_skilled,3.7,0.0,no,yes,79.9,SUP-120,670.0,4.71,1.07,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.933,99.1967,862.0,2.435,151.5,123.8,17.2,8.1,362.0,6253.25,9850.47,28.22,0.0,7.05,200,36760.0,7359.05,43.3,73.7905
MFG-LINE-PLT-005-05,PLT-005,WC-016,SHF-PLT-005-20210625-1,2021-06-25,1,477.2,PRD-2021-SKU-01948,automotive_body,WO-2021-29524,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,68.032,2.041,63.02,132.46,68.6,71.4,0.03,WC-003,68.32,91.3,WC-002,9.01,469,319,318,1,0,1,52.79,59.02,0.8944,99.99,319,0.9,2,-31.98,3.33,477.2,386.5,0.8099,0.8391,0.9969,0.6775,22.45,33.14,90.7,61.2,1,setup_adjustment,average,availability_loss,23.9,1,90.7,0.0,4,119.3,22.7,40.7,yes,40.7,0.0,0.0,13.4,0.0,36.5,no,preventive,23.7,7.4,13,12,88.7,skilled,6.0,0.0,no,no,74.1,SUP-112,67.0,5.32,1.27,1.42,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.4902,654.1,2.057,118.7,90.0,13.1,8.4,274.7,5488.47,13332.06,23.67,0.0,5.92,200,18140.0,3633.92,46.1,82.9285
MFG-LINE-PLT-001-01,PLT-001,WC-026,SHF-PLT-001-20240605-3,2024-06-05,3,435.7,PRD-2024-SKU-09242,pharmaceutical,WO-2024-72979,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,27.95,0.838,23.76,61.6,28.42,29.33,0.03,WC-001,28.59,93.0,WC-006,0.0,1281,535,534,1,0,1,128.78,176.47,0.7298,99.99,535,0.1,0,-58.24,4.6,435.7,415.8,0.9543,0.4375,0.9981,0.4167,12.61,30.25,19.9,687.8,1,reduced_speed,poor,performance_loss,166.5,4,19.9,0.0,1,435.7,19.9,19.9,no,19.9,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,6.8,20,16,78.3,semi_skilled,17.5,0.0,no,no,39.6,SUP-034,59.0,5.35,1.28,1.37,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.0215,809.0,1.515,167.6,70.1,,8.0,339.8,5921.63,7252.78,36.69,0.0,9.17,300,5970.0,1203.17,60.6,61.4299
MFG-LINE-PLT-007-01,PLT-007,WC-009,SHF-PLT-007-20200627-2,2020-06-27,2,434.3,PRD-2020-SKU-05544,industrial_machinery,WO-2020-86300,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,234.765,7.043,221.55,463.5,235.65,246.39,0.03,WC-004,241.29,93.43,WC-012,213.6,152,64,63,1,0,1,15.27,21.16,0.7216,99.8608,64,0.4,1,-57.89,0.44,434.3,284.8,0.6558,0.637,0.9844,0.4112,12.4,30.16,149.5,36.5,1,reduced_speed,poor,performance_loss,33.4,1,149.5,0.0,5,86.9,29.9,76.5,yes,124.2,5.1,11.9,8.3,0.0,0.0,no,corrective,27.1,4.9,21,20,94.7,semi_skilled,4.7,0.0,no,no,82.5,SUP-078,1392.0,4.49,1.0,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8608,99.0198,211.2,3.352,38.6,18.6,,7.8,88.7,4378.9,10388.74,61.04,0.0,15.26,100,14950.0,3005.26,51.5,296.4159
MFG-LINE-PLT-004-01,PLT-004,WC-023,SHF-PLT-004-20220725-1,2022-07-25,1,461.8,PRD-2022-SKU-04062,industrial_machinery,WO-2022-72052,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,244.672,12.234,230.03,421.43,247.35,264.86,0.05,WC-002,257.58,95.71,WC-008,227.48,132,71,70,1,0,1,14.52,17.19,0.8447,99.8883,71,1.4,5,-46.21,9.09,461.8,319.7,0.6923,0.775,0.9859,0.529,16.97,32.07,142.1,20.6,1,setup_adjustment,average,availability_loss,26.3,1,142.1,0.0,10,46.2,14.2,48.9,yes,48.9,34.7,35.2,19.9,3.4,0.0,no,emergency,28.6,3.9,2,1,87.7,skilled,12.9,1.4,no,no,14.7,SUP-045,1117.0,4.56,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8883,99.1533,136.6,1.952,30.2,11.2,,8.7,57.4,194.86,264.17,67.3,0.0,16.82,100,14210.0,2858.82,46.9,74.819
MFG-LINE-PLT-010-01,PLT-010,WC-034,SHF-PLT-010-20210402-1,2021-04-02,1,438.8,PRD-2021-SKU-03841,industrial_machinery,WO-2021-60995,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,286.57,22.926,252.79,796.61,282.32,324.4,0.08,WC-004,297.9,94.5,WC-002,273.7,94,79,78,1,0,1,12.46,12.87,0.9681,99.9126,79,0.6,1,-15.96,0.71,438.8,408.3,0.9305,0.9019,0.9873,0.8286,25.25,30.47,30.5,8.6,1,reduced_speed,good,performance_loss,27.9,1,30.5,0.0,1,438.8,30.5,30.5,yes,0.0,30.5,0.0,0.0,0.0,0.0,no,preventive,19.7,6.5,18,15,71.5,expert,13.2,1.5,no,no,28.9,SUP-155,874.0,4.63,1.04,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9126,96.9583,273.2,3.502,60.2,39.5,,7.7,114.7,5249.15,4286.17,23.88,0.0,5.97,100,3050.0,615.97,27.8,146.4338
MFG-LINE-PLT-005-04,PLT-005,WC-015,SHF-PLT-005-20210605-1,2021-06-05,1,464.3,PRD-2021-SKU-04995,automotive_body,WO-2021-08389,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,49.541,5.945,45.52,74.98,49.31,59.35,0.12,WC-002,51.46,94.44,WC-003,0.0,597,499,498,1,0,1,72.54,77.25,0.939,99.9821,499,0.1,0,-16.42,64.35,464.3,429.8,0.9257,0.9016,0.998,0.833,26.86,32.25,34.5,54.5,1,reduced_speed,good,performance_loss,17.1,2,34.5,0.0,4,116.1,8.6,14.0,no,0.0,7.8,21.6,0.0,5.1,0.0,no,corrective,15.6,6.7,1,1,93.4,multi_skilled,6.9,0.0,no,no,48.6,SUP-001,179.0,5.07,1.19,1.35,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9821,97.3919,987.5,1.983,208.0,75.7,19.8,8.4,414.8,293.2,419.73,56.06,0.0,14.02,200,6900.0,1394.02,26.7,57.6042
MFG-LINE-PLT-005-05,PLT-005,WC-032,SHF-PLT-005-20241217-2,2024-12-17,2,454.7,PRD-2024-SKU-09659,automotive_body,WO-2024-93297,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,71.036,2.131,60.84,101.0,70.75,74.55,0.03,WC-001,71.85,91.95,WC-002,12.02,447,288,287,1,0,1,50.67,59.02,0.8585,99.99,288,6.0,13,-35.57,5.41,454.7,402.4,0.885,0.7276,0.9965,0.6417,20.26,31.58,52.3,107.8,1,idling_minor_stops,average,performance_loss,61.3,3,52.3,0.0,3,151.6,17.4,19.3,no,0.0,52.3,0.0,0.0,0.0,0.0,no,corrective,23.7,6.8,8,7,92.1,skilled,2.7,0.0,no,no,80.0,SUP-124,92.0,5.24,1.25,1.43,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.0075,872.8,3.041,159.9,83.3,17.5,7.6,366.6,1329.33,3250.57,44.71,0.0,11.18,200,10460.0,2103.18,53.6,60.8236
MFG-LINE-PLT-010-01,PLT-010,WC-047,SHF-PLT-010-20240616-3,2024-06-16,3,427.3,PRD-2024-SKU-03373,industrial_machinery,WO-2024-69965,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,315.243,25.219,289.41,617.45,317.87,356.85,0.08,WC-004,341.42,98.46,WC-001,302.37,91,65,64,1,0,1,11.38,12.87,0.8842,99.8968,65,0.0,0,-28.57,0.9,427.3,361.2,0.8453,0.8388,0.9846,0.6981,20.72,29.68,66.1,12.5,1,idling_minor_stops,average,performance_loss,18.5,1,66.1,0.0,4,106.8,16.5,33.4,yes,46.8,0.0,0.0,0.0,19.3,0.0,no,corrective,19.7,6.6,12,10,74.0,expert,13.8,0.0,no,yes,20.0,SUP-069,1032.0,4.58,1.03,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8968,97.9442,207.8,3.247,42.2,29.6,,7.8,87.3,2639.22,6338.08,28.02,0.0,7.0,100,6610.0,1329.0,35.8,168.7281
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20220613-3,2022-06-13,3,422.7,PRD-2022-SKU-08608,industrial_machinery,WO-2022-04753,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,270.495,51.124,248.45,627.26,253.57,354.85,0.189,WC-002,268.05,90.09,WC-001,254.5,112,85,84,1,0,1,13.25,16.0,0.8281,99.672,85,0.4,1,-24.11,0.75,422.7,385.0,0.9108,0.828,0.9882,0.7452,21.87,29.35,37.7,17.7,1,reduced_speed,good,performance_loss,0.0,0,37.7,0.0,2,211.3,18.9,31.7,yes,31.7,0.0,6.0,0.0,0.0,0.0,no,corrective,6.1,7.7,17,16,89.4,skilled,5.3,0.0,no,no,46.0,SUP-161,3280.0,4.22,0.91,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.672,98.5066,212.8,2.533,45.6,30.6,,8.3,89.4,2134.19,2221.19,59.9,0.0,14.97,100,3770.0,768.97,26.6,112.4629
MFG-LINE-PLT-004-06,PLT-004,WC-037,SHF-PLT-004-20230717-3,2023-07-17,3,436.4,PRD-2023-SKU-07198,industrial_machinery,WO-2023-67378,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,160.772,19.293,137.74,374.6,159.53,192.61,0.12,WC-001,172.89,97.76,WC-002,128.8,231,100,99,1,0,1,22.26,31.97,0.6963,99.558,100,2.1,7,-56.71,6.81,436.4,283.8,0.6503,0.6612,0.99,0.4257,12.9,30.31,152.6,51.2,1,equipment_failure,poor,availability_loss,14.2,1,152.6,0.0,7,62.3,21.8,34.1,yes,94.6,19.0,0.0,0.0,0.0,39.1,no,corrective,6.6,6.2,3,2,81.5,semi_skilled,19.1,0.0,no,no,75.0,SUP-135,4420.0,4.12,0.87,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.558,98.4033,350.7,3.542,81.4,35.2,,7.6,147.3,321.31,268.98,55.04,0.0,13.76,100,15260.0,3065.76,39.7,61.5585
MFG-LINE-PLT-001-02,PLT-001,WC-037,SHF-PLT-001-20220314-1,2022-03-14,1,451.0,PRD-2022-SKU-09702,pharmaceutical,WO-2022-88788,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,59.889,11.319,53.81,95.99,58.57,78.57,0.189,WC-004,68.58,99.9,WC-001,0.0,532,283,282,1,0,1,59.98,70.87,0.8463,99.9783,283,3.6,9,-46.8,2.5,451.0,430.9,0.9554,0.5561,0.9965,0.5294,16.58,31.32,20.1,225.9,1,idling_minor_stops,average,performance_loss,147.8,4,20.1,0.0,1,451.0,20.1,20.1,no,20.1,0.0,0.0,0.0,0.0,0.0,no,preventive,22.7,4.6,16,15,92.4,skilled,2.2,0.0,no,no,54.7,SUP-030,217.0,5.02,1.17,1.25,contamination,labelling,100pct_manual,no,no,no,no,99.9783,99.3441,382.4,1.356,71.0,44.1,,8.2,160.6,3497.28,5906.2,13.42,0.0,3.35,300,6030.0,1209.35,62.1,46.8133
MFG-LINE-PLT-009-01,PLT-009,WC-006,SHF-PLT-009-20210426-2,2021-04-26,2,478.6,PRD-2021-SKU-08789,automotive_body,WO-2021-58370,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,85.028,10.203,79.4,226.74,83.45,101.86,0.12,WC-004,98.74,99.9,WC-002,27.71,456,240,239,1,0,1,42.21,57.32,0.7364,99.8857,240,0.1,0,-47.37,1.58,453.6,316.2,0.6971,0.7945,0.9958,0.5515,17.37,31.5,137.4,62.1,1,equipment_failure,average,availability_loss,0.0,0,137.4,25.0,7,68.4,19.6,64.3,yes,104.5,0.0,14.3,8.5,10.2,0.0,yes,corrective,28.2,5.3,20,19,67.9,semi_skilled,0.7,0.0,no,no,83.6,SUP-106,1143.0,4.55,1.02,1.06,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8857,99.2577,495.2,2.072,112.0,31.1,9.9,8.3,208.0,8883.51,19000.45,35.4,0.0,8.85,200,27480.0,5504.85,71.8,152.2174
MFG-LINE-PLT-007-02,PLT-007,WC-019,SHF-PLT-007-20220409-1,2022-04-09,1,463.6,PRD-2022-SKU-07774,industrial_machinery,WO-2022-35819,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,247.716,29.726,219.09,533.73,256.7,296.76,0.12,WC-002,236.72,86.87,WC-001,232.18,119,76,75,1,0,1,14.39,15.54,0.926,99.8673,76,0.3,0,-36.13,0.88,463.6,384.8,0.83,0.7624,0.9868,0.6245,20.1,32.19,78.8,23.7,1,reduced_speed,average,performance_loss,67.9,2,78.8,0.0,5,92.7,15.8,34.7,yes,49.9,0.0,6.8,18.6,3.5,0.0,no,emergency,32.8,5.0,12,11,88.6,expert,8.2,0.0,no,no,85.1,SUP-183,1327.0,4.51,1.0,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8673,98.3452,242.1,3.228,57.1,24.3,,7.8,101.7,4672.9,8638.0,79.86,0.0,19.96,100,7880.0,1595.96,50.4,258.4035
MFG-LINE-PLT-004-06,PLT-004,WC-042,SHF-PLT-004-20240517-1,2024-05-17,1,436.5,PRD-2024-SKU-03999,industrial_machinery,WO-2024-73220,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,142.452,17.094,125.03,352.62,141.21,170.66,0.12,WC-003,151.79,96.87,WC-002,110.48,232,124,123,1,0,1,25.09,31.97,0.7848,99.8231,124,0.3,0,-46.55,0.81,436.5,423.5,0.9702,0.5495,0.9919,0.5289,16.03,30.31,13.0,101.7,1,idling_minor_stops,average,performance_loss,126.9,3,13.0,0.0,2,218.2,6.5,7.9,no,0.0,0.0,5.1,7.9,0.0,0.0,no,predictive,6.6,7.0,22,21,81.2,semi_skilled,0.5,0.0,no,no,15.5,SUP-179,1769.0,4.42,0.97,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8231,99.415,379.5,3.085,91.5,37.3,,7.9,159.4,8649.14,15767.36,28.69,0.0,7.17,100,1300.0,267.17,27.9,227.4314
MFG-LINE-PLT-005-01,PLT-005,WC-012,SHF-PLT-005-20231223-1,2023-12-23,1,475.6,PRD-2023-SKU-05643,automotive_body,WO-2023-54237,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.825,4.659,34.54,88.03,40.71,46.51,0.12,WC-004,44.45,99.9,WC-001,0.0,829,658,657,1,0,1,92.71,104.65,0.8859,99.9721,658,0.9,3,-20.63,5.18,475.6,451.2,0.9487,0.8361,0.9985,0.792,26.16,33.03,24.4,129.0,1,idling_minor_stops,good,performance_loss,25.3,3,24.4,0.0,2,237.8,12.2,14.9,no,0.0,9.4,14.9,0.0,0.0,0.0,no,corrective,20.8,5.1,19,16,60.1,skilled,14.1,0.0,no,yes,45.2,SUP-115,279.0,4.95,1.15,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9721,97.3858,1278.5,1.946,237.0,124.6,25.6,8.4,537.0,6384.2,8456.15,16.53,0.0,4.13,200,4880.0,980.13,32.6,39.1432
MFG-LINE-PLT-003-05,PLT-003,WC-022,SHF-PLT-003-20221123-3,2022-11-23,3,454.6,PRD-2022-SKU-06848,electronics_pcb,WO-2022-41481,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,52.696,6.324,45.0,120.34,53.67,63.13,0.12,WC-003,58.61,99.9,WC-001,0.0,696,444,443,1,0,1,68.28,92.07,0.7416,99.7918,444,1.2,3,-36.21,3.25,454.6,432.3,0.9509,0.6693,0.9977,0.6351,20.05,31.57,22.3,219.4,1,reduced_speed,average,performance_loss,42.2,1,22.3,0.0,1,454.6,22.3,22.3,no,0.0,22.3,0.0,0.0,0.0,0.0,no,preventive,2.5,8.6,19,18,76.0,semi_skilled,0.3,0.0,no,no,74.8,SUP-187,2082.0,4.37,0.96,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7918,98.7216,256.1,0.578,55.0,24.9,,8.6,107.6,4911.54,5920.45,10.01,0.0,2.5,150,3345.0,671.5,30.3,34.484
MFG-LINE-PLT-003-05,PLT-003,WC-001,SHF-PLT-003-20230411-1,2023-04-11,1,474.1,PRD-2023-SKU-06899,electronics_pcb,WO-2023-91039,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,50.266,6.032,46.38,93.7,50.96,60.22,0.12,WC-003,54.34,98.28,WC-005,0.0,726,504,503,1,0,1,71.48,92.07,0.7764,99.8139,504,1.6,4,-30.58,5.3,443.0,402.1,0.9077,0.8168,0.998,0.7399,22.76,30.77,40.9,113.0,1,idling_minor_stops,good,performance_loss,10.2,1,40.9,31.1,2,237.1,20.5,24.1,no,40.9,0.0,0.0,0.0,0.0,0.0,yes,preventive,2.5,6.6,14,12,89.7,semi_skilled,13.7,0.0,no,no,47.9,SUP-166,1861.0,4.4,0.97,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8139,99.6986,308.8,0.614,51.5,37.8,,8.5,129.7,4568.18,10344.25,17.15,0.0,4.29,150,6135.0,1231.29,66.3,46.8311
MFG-LINE-PLT-002-04,PLT-002,WC-026,SHF-PLT-002-20220808-2,2022-08-08,2,472.5,PRD-2022-SKU-09477,electronics_pcb,WO-2022-51718,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.352,2.687,13.71,30.63,15.55,19.79,0.175,WC-003,15.87,93.97,WC-004,0.0,2009,1622,1620,2,0,2,234.45,255.32,0.9183,99.9373,1622,0.1,0,-19.26,25.71,472.5,415.1,0.8785,0.9183,0.9988,0.8057,26.44,32.81,57.4,144.3,2,equipment_failure,good,availability_loss,0.0,0,57.4,0.0,5,94.5,11.5,30.1,yes,0.0,30.1,8.2,8.2,10.9,0.0,no,corrective,15.6,6.9,9,8,89.6,expert,1.5,0.0,no,no,77.9,SUP-070,627.0,4.73,1.08,1.19,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9373,98.3598,779.2,0.481,135.6,78.8,,8.8,327.3,3771.85,3617.79,15.24,0.0,7.62,150,8610.0,1729.62,41.9,19.8203
MFG-LINE-PLT-005-03,PLT-005,WC-027,SHF-PLT-005-20230908-3,2023-09-08,3,469.1,PRD-2023-SKU-06505,automotive_body,WO-2023-91280,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,67.591,3.38,63.46,102.27,67.59,73.17,0.05,WC-001,67.45,90.72,WC-002,3.99,497,320,319,1,0,1,53.11,63.6,0.8351,99.9701,320,1.5,3,-35.61,3.14,469.1,361.5,0.7706,0.835,0.9969,0.6415,20.9,32.58,107.6,63.2,1,equipment_failure,average,availability_loss,0.0,0,107.6,0.0,5,93.8,21.5,32.2,yes,53.6,54.0,0.0,0.0,0.0,0.0,no,preventive,32.9,6.0,14,13,94.7,multi_skilled,4.4,0.0,no,no,39.4,SUP-174,299.0,4.93,1.14,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9701,99.1057,384.1,1.204,64.7,35.6,7.7,9.0,161.3,4030.09,4854.45,45.99,0.0,11.5,200,21520.0,4315.5,48.2,73.9854
MFG-LINE-PLT-001-02,PLT-001,WC-012,SHF-PLT-001-20200321-3,2020-03-21,3,446.5,PRD-2020-SKU-05259,pharmaceutical,WO-2020-19545,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,69.919,14.928,59.84,183.98,69.95,94.55,0.213,WC-003,86.43,99.9,WC-005,0.0,526,338,337,1,0,1,51.39,70.87,0.7251,99.9291,338,7.0,18,-35.74,2.66,446.5,394.6,0.8838,0.7252,0.997,0.639,19.81,31.01,51.9,128.1,1,idling_minor_stops,average,performance_loss,0.0,0,51.9,0.0,2,223.2,25.9,26.0,no,25.9,26.0,0.0,0.0,0.0,0.0,no,corrective,22.7,6.8,20,17,77.8,semi_skilled,12.3,0.0,no,no,39.3,SUP-014,709.0,4.69,1.06,1.07,contamination,labelling,100pct_manual,yes,no,no,no,99.9291,97.2503,720.2,2.137,179.9,59.0,,7.2,302.5,6016.86,6318.06,41.84,0.0,10.46,300,15570.0,3124.46,30.9,78.5663
MFG-LINE-PLT-003-01,PLT-003,WC-018,SHF-PLT-003-20220509-2,2022-05-09,2,444.0,PRD-2022-SKU-01129,electronics_pcb,WO-2022-09030,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,35.583,1.779,31.03,53.99,36.36,38.52,0.05,WC-009,36.48,93.19,WC-003,0.0,1297,364,363,1,0,1,101.04,175.61,0.5754,99.8596,364,4.2,14,-71.94,2.34,444.0,216.1,0.4868,0.5754,0.9973,0.2793,8.61,30.84,227.9,268.6,1,equipment_failure,poor,availability_loss,0.0,0,227.9,0.0,6,74.0,38.0,110.6,yes,195.1,15.0,17.8,0.0,0.0,0.0,no,corrective,24.0,4.8,22,21,88.0,trainee,4.0,1.1,no,no,58.3,SUP-022,1404.0,4.49,1.0,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8596,97.6859,278.4,0.767,55.8,28.0,,8.1,116.9,9462.86,18435.22,9.07,0.0,2.27,150,34185.0,6839.27,56.1,85.9492
MFG-LINE-PLT-010-03,PLT-010,WC-015,SHF-PLT-010-20200418-3,2020-04-18,3,437.7,PRD-2020-SKU-01933,industrial_machinery,WO-2020-28821,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,48.813,5.858,43.27,68.25,49.36,58.48,0.12,WC-010,54.54,99.9,WC-006,0.0,752,490,488,2,0,2,73.67,103.45,0.7121,99.7225,490,0.2,0,-34.84,3.52,437.7,399.1,0.9118,0.7122,0.9959,0.6467,19.66,30.39,38.6,198.0,2,idling_minor_stops,average,performance_loss,0.0,0,38.6,0.0,3,145.9,12.9,18.7,no,0.0,0.0,18.7,16.1,3.8,0.0,no,corrective,29.1,5.5,21,19,82.3,semi_skilled,6.0,0.1,no,no,76.8,SUP-192,2775.0,4.27,0.92,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7225,99.169,2072.0,4.246,384.9,306.7,,7.2,870.2,7768.8,9473.92,57.8,0.0,28.9,100,3860.0,800.9,36.1,93.3703
MFG-LINE-PLT-005-04,PLT-005,WC-027,SHF-PLT-005-20220811-2,2022-08-11,2,444.9,PRD-2022-SKU-03066,automotive_body,WO-2022-35332,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,64.36,7.723,56.2,79.01,68.38,77.1,0.12,WC-002,68.4,96.61,WC-004,0.0,572,314,313,1,0,1,55.93,77.25,0.724,99.9556,314,1.8,6,-45.1,2.64,444.9,357.3,0.8031,0.6824,0.9968,0.5463,16.88,30.9,87.6,146.1,1,idling_minor_stops,average,performance_loss,20.5,2,87.6,0.0,5,89.0,17.5,29.8,no,51.6,7.6,13.8,0.0,0.0,14.6,no,preventive,15.6,5.4,18,16,61.3,semi_skilled,9.1,0.0,no,no,86.3,SUP-073,444.0,4.82,1.11,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,no,99.9556,97.8272,929.0,2.968,188.9,74.1,18.6,7.6,390.2,2436.26,5848.1,37.38,0.0,9.35,200,17520.0,3513.35,41.4,63.967
MFG-LINE-PLT-009-02,PLT-009,WC-005,SHF-PLT-009-20200717-3,2020-07-17,3,469.8,PRD-2020-SKU-05275,automotive_body,WO-2020-34992,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.569,2.028,36.05,60.72,39.91,43.92,0.05,WC-002,40.77,91.35,WC-003,0.0,853,601,600,1,0,1,88.72,109.09,0.8133,99.9686,601,2.8,6,-29.54,38.31,469.8,422.7,0.8998,0.7819,0.9983,0.7024,22.92,32.63,47.1,167.6,1,reduced_speed,good,performance_loss,16.3,1,47.1,0.0,3,156.6,15.7,25.0,no,0.0,11.0,0.0,25.0,0.0,11.1,no,emergency,14.2,7.2,3,2,73.4,skilled,11.7,0.0,no,no,27.5,SUP-055,314.0,4.92,1.14,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9686,97.9608,1452.6,2.421,355.5,177.5,29.1,8.1,610.1,863.05,1851.32,43.13,0.0,10.78,200,9420.0,1894.78,58.2,47.7258
MFG-LINE-PLT-005-01,PLT-005,WC-008,SHF-PLT-005-20241008-1,2024-10-08,1,476.5,PRD-2024-SKU-01678,automotive_body,WO-2024-71796,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.992,4.679,33.35,104.28,37.92,46.71,0.12,WC-004,41.0,95.59,WC-003,0.0,830,697,696,1,0,1,92.32,104.65,0.8822,99.9686,697,1.1,2,-16.02,7.3,476.5,453.0,0.9507,0.8822,0.9986,0.8375,27.71,33.09,23.5,93.1,1,idling_minor_stops,good,performance_loss,0.0,0,23.5,0.0,2,238.2,11.8,12.2,no,12.2,11.4,0.0,0.0,0.0,0.0,no,preventive,20.8,5.6,13,12,83.5,skilled,7.2,0.0,no,no,33.9,SUP-123,314.0,4.92,1.14,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9686,99.3708,2033.0,2.921,354.0,225.3,40.7,7.7,853.9,5730.21,11476.67,70.16,0.0,17.54,200,4700.0,957.54,28.0,94.9833
MFG-LINE-PLT-003-05,PLT-003,WC-031,SHF-PLT-003-20230629-2,2023-06-29,2,477.4,PRD-2023-SKU-07074,electronics_pcb,WO-2023-96249,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.545,5.105,37.97,60.79,42.39,50.97,0.12,WC-005,47.6,99.9,WC-004,0.0,732,489,488,1,0,1,84.48,92.07,0.9176,99.9447,489,0.4,0,-33.2,3.83,477.4,405.4,0.8492,0.786,0.998,0.6661,22.08,33.15,72.0,133.1,1,idling_minor_stops,average,performance_loss,58.1,4,72.0,0.0,3,159.1,24.0,36.2,yes,36.2,0.0,0.0,0.0,0.0,35.9,no,emergency,2.5,7.2,17,16,62.0,expert,1.6,0.0,no,no,29.9,SUP-032,553.0,4.76,1.09,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9447,99.7444,153.7,0.315,34.6,18.4,,9.2,64.6,5877.43,11207.35,11.73,0.0,2.93,150,10800.0,2162.93,59.0,46.7638
MFG-LINE-PLT-002-01,PLT-002,WC-039,SHF-PLT-002-20200404-3,2020-04-04,3,453.9,PRD-2020-SKU-08591,electronics_pcb,WO-2020-95606,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,69.643,3.482,62.41,93.16,71.35,75.39,0.05,WC-001,70.19,91.63,WC-002,0.0,713,289,288,1,0,1,51.63,94.49,0.5464,99.8477,289,0.9,3,-59.47,7.61,453.9,390.7,0.8608,0.4697,0.9965,0.4029,12.7,31.52,63.2,326.3,1,idling_minor_stops,poor,performance_loss,54.9,2,63.2,0.0,4,113.5,15.8,26.0,no,43.7,13.3,0.0,6.2,0.0,0.0,no,preventive,26.7,4.6,7,5,86.3,trainee,23.8,0.0,no,yes,58.9,SUP-122,1523.0,4.46,0.99,1.0,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8477,98.8489,252.9,0.878,49.1,25.8,,7.8,106.2,1684.08,1773.77,5.8,0.0,1.45,150,9480.0,1897.45,45.3,17.8266
MFG-LINE-PLT-003-02,PLT-003,WC-022,SHF-PLT-003-20240517-3,2024-05-17,3,444.4,PRD-2024-SKU-05377,electronics_pcb,WO-2024-01545,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.285,5.434,40.06,54.66,46.07,54.25,0.12,WC-001,44.35,89.03,WC-001,0.0,729,435,434,1,0,1,79.43,98.63,0.8053,99.8662,435,5.4,12,-40.33,4.88,444.4,347.4,0.7817,0.7617,0.9977,0.5941,18.34,30.86,97.0,136.1,1,idling_minor_stops,average,performance_loss,18.8,2,97.0,0.0,4,111.1,24.2,50.1,yes,82.1,0.0,11.6,0.0,3.4,0.0,no,corrective,24.8,6.5,15,12,88.4,skilled,18.3,0.0,no,no,23.2,SUP-061,1338.0,4.5,1.0,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8662,98.6215,502.1,1.157,134.5,37.3,,7.1,210.9,5031.63,4563.25,21.94,0.0,5.49,150,14550.0,2915.49,56.7,44.0986
MFG-LINE-PLT-007-01,PLT-007,WC-045,SHF-PLT-007-20211105-1,2021-11-05,1,421.7,PRD-2021-SKU-07987,industrial_machinery,WO-2021-34584,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,179.972,5.399,166.58,532.2,180.08,188.88,0.03,WC-011,186.88,94.4,WC-005,158.81,148,137,136,1,0,1,19.86,21.16,0.9386,99.966,137,0.4,0,-7.43,2.76,421.7,413.8,0.9813,0.9386,0.9927,0.9143,26.77,29.28,7.9,9.0,1,reduced_speed,world_class,performance_loss,0.0,0,7.9,0.0,1,421.7,7.9,7.9,no,0.0,0.0,0.0,0.0,7.9,0.0,no,predictive,27.1,6.0,8,7,88.0,multi_skilled,3.8,0.0,no,no,77.0,SUP-130,340.0,4.9,1.13,1.27,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.966,98.7747,502.1,3.692,109.0,58.3,,7.5,210.9,3180.94,4798.3,25.36,0.0,6.34,100,790.0,164.34,52.0,84.2174
MFG-LINE-PLT-010-03,PLT-010,WC-013,SHF-PLT-010-20200318-2,2020-03-18,2,452.2,PRD-2020-SKU-06868,industrial_machinery,WO-2020-56549,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.894,5.027,39.77,79.37,41.65,50.19,0.12,WC-005,45.35,98.41,WC-009,0.0,778,596,594,2,0,2,85.91,103.45,0.8304,99.811,596,2.7,8,-23.39,5.25,452.2,427.1,0.9445,0.8094,0.9966,0.7619,23.93,31.4,25.1,140.4,2,reduced_speed,good,performance_loss,10.9,1,25.1,0.0,2,226.1,12.6,13.9,no,0.0,0.0,0.0,13.9,11.3,0.0,no,emergency,29.1,6.1,17,15,85.1,skilled,7.7,0.0,no,yes,83.1,SUP-099,1890.0,4.4,0.97,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.811,99.3522,1242.1,2.091,316.8,179.0,,8.6,521.7,4109.15,8085.12,33.77,0.0,16.89,100,2510.0,518.89,27.3,54.4128
MFG-LINE-PLT-004-05,PLT-004,WC-006,SHF-PLT-004-20240629-3,2024-06-29,3,469.5,PRD-2024-SKU-03376,industrial_machinery,WO-2024-88156,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,190.325,9.516,176.46,337.66,189.74,206.03,0.05,WC-006,197.14,94.16,WC-007,166.53,185,141,140,1,0,1,18.85,23.79,0.7923,99.8355,141,1.8,6,-23.78,1.38,430.5,409.9,0.9522,0.8674,0.9929,0.82,24.52,29.9,20.6,21.6,1,reduced_speed,good,performance_loss,0.0,0,20.6,39.0,2,234.8,10.3,14.6,no,0.0,14.6,0.0,6.1,0.0,0.0,yes,emergency,3.8,6.2,15,13,73.1,skilled,8.1,0.0,no,no,89.0,SUP-147,1645.0,4.44,0.98,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8355,97.232,343.8,2.456,65.1,44.9,,8.4,144.4,6458.43,15061.5,39.79,0.0,9.95,100,2060.0,421.95,63.0,193.788
MFG-LINE-PLT-004-04,PLT-004,WC-008,SHF-PLT-004-20240731-1,2024-07-31,1,448.7,PRD-2024-SKU-08849,industrial_machinery,WO-2024-15311,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,371.601,79.337,331.74,638.74,388.11,502.51,0.213,WC-001,372.0,91.01,WC-002,359.17,92,55,54,1,0,1,9.57,12.43,0.7699,99.4586,55,2.2,8,-40.22,0.33,410.4,306.6,0.7471,0.866,0.9818,0.6352,18.11,28.5,103.8,8.5,1,equipment_failure,average,availability_loss,0.0,0,103.8,38.3,3,149.6,34.6,76.2,yes,0.0,27.5,0.0,0.0,0.0,76.2,yes,predictive,24.6,6.4,23,22,67.6,semi_skilled,1.5,0.0,no,yes,75.3,SUP-131,5414.0,4.05,0.85,0.87,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,99.4586,97.4255,138.7,2.569,29.0,12.9,,8.3,58.3,7862.61,9867.68,93.88,0.0,23.47,100,10380.0,2099.47,57.1,423.9572
MFG-LINE-PLT-010-01,PLT-010,WC-018,SHF-PLT-010-20220302-1,2022-03-02,1,457.1,PRD-2022-SKU-01856,industrial_machinery,WO-2022-62654,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,321.233,25.699,291.58,809.35,323.38,363.64,0.08,WC-002,345.31,97.72,WC-004,308.36,97,51,50,1,0,1,11.1,12.87,0.8625,99.9366,51,1.5,4,-47.42,2.19,457.1,391.1,0.8556,0.6079,0.9804,0.5099,16.19,31.74,66.0,32.9,1,reduced_speed,average,performance_loss,115.3,3,66.0,0.0,3,152.4,22.0,28.7,no,66.0,0.0,0.0,0.0,0.0,0.0,no,corrective,19.7,6.4,4,3,78.8,skilled,9.5,0.0,no,no,46.4,SUP-148,634.0,4.72,1.07,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9366,98.2142,216.2,4.324,52.8,22.9,,7.1,90.8,468.18,864.83,91.85,0.0,22.96,100,6600.0,1342.96,39.9,120.3472
MFG-LINE-PLT-004-06,PLT-004,WC-002,SHF-PLT-004-20210831-3,2021-08-31,3,422.0,PRD-2021-SKU-07623,industrial_machinery,WO-2021-51878,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,160.334,19.24,137.92,469.29,156.36,192.08,0.12,WC-003,155.89,88.39,WC-002,128.36,223,125,124,1,0,1,22.33,31.97,0.6985,99.5039,125,4.0,13,-43.95,1.18,422.0,358.1,0.8486,0.6551,0.992,0.5514,16.16,29.31,63.9,65.8,1,idling_minor_stops,average,performance_loss,22.3,2,63.9,0.0,3,140.7,21.3,28.9,no,54.7,9.2,0.0,0.0,0.0,0.0,no,emergency,6.6,6.6,18,15,70.6,semi_skilled,14.5,0.9,no,no,28.7,SUP-016,4961.0,4.08,0.86,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5039,97.0591,571.8,4.611,141.3,57.0,,6.9,240.2,6019.4,5942.29,34.95,0.0,8.74,100,6390.0,1286.74,40.1,131.6971
MFG-LINE-PLT-002-01,PLT-002,WC-044,SHF-PLT-002-20220710-1,2022-07-10,1,436.2,PRD-2022-SKU-03932,electronics_pcb,WO-2022-97221,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,41.104,2.055,36.46,75.03,41.56,44.49,0.05,WC-002,41.2,91.11,WC-001,0.0,686,499,498,1,0,1,87.43,94.49,0.9253,99.9746,499,0.8,2,-27.26,4.28,436.2,367.6,0.8428,0.8619,0.998,0.7249,21.96,30.3,68.6,80.0,1,setup_adjustment,good,availability_loss,25.2,1,68.6,0.0,3,145.4,22.9,39.5,yes,21.0,39.5,8.1,0.0,0.0,0.0,no,preventive,26.7,4.7,19,16,74.1,expert,10.8,0.0,no,no,16.5,SUP-098,254.0,4.98,1.16,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9746,99.0628,424.8,0.853,87.8,31.9,,7.9,178.4,3046.68,2605.34,6.03,0.0,1.51,150,10290.0,2059.51,72.5,17.3915
MFG-LINE-PLT-006-01,PLT-006,WC-026,SHF-PLT-006-20200508-1,2020-05-08,1,456.7,PRD-2020-SKU-07649,food_beverage,WO-2020-80467,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.283,3.154,23.96,69.06,26.19,31.49,0.12,WC-010,29.81,99.9,WC-001,0.0,1112,928,926,2,0,2,136.95,146.34,0.9358,99.8413,928,0.2,0,-16.55,6.4,456.7,406.6,0.8903,0.9358,0.9978,0.8314,26.37,31.71,50.1,63.7,2,setup_adjustment,good,availability_loss,0.0,0,50.1,0.0,3,152.2,16.7,31.9,yes,31.9,0.0,0.0,13.0,5.2,0.0,no,emergency,33.4,6.0,22,19,81.2,expert,12.6,0.0,no,yes,15.9,SUP-062,1587.0,4.45,0.98,1.01,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8413,98.4961,379.7,0.41,95.8,53.5,,8.0,159.5,3833.15,4667.92,2.62,0.0,1.31,80,4008.0,802.91,56.2,11.8061
MFG-LINE-PLT-003-04,PLT-003,WC-032,SHF-PLT-003-20241101-1,2024-11-01,1,444.4,PRD-2024-SKU-03851,electronics_pcb,WO-2024-51876,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.353,1.518,27.61,80.03,29.91,32.86,0.05,WC-002,31.76,95.11,WC-001,0.0,983,651,650,1,0,1,118.44,132.84,0.8916,99.9439,651,0.6,1,-33.77,14.63,406.0,397.8,0.9798,0.7391,0.9985,0.723,20.39,28.2,8.2,229.8,1,idling_minor_stops,good,performance_loss,106.5,3,8.2,38.4,1,444.4,8.2,8.2,no,8.2,0.0,0.0,0.0,0.0,0.0,yes,corrective,11.0,6.8,7,6,68.4,skilled,14.0,0.0,no,no,55.7,SUP-158,561.0,4.76,1.09,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9439,97.5014,166.4,0.256,37.1,11.8,,9.4,69.9,2276.7,4386.27,12.07,0.0,3.02,150,1230.0,249.02,58.3,22.3393
MFG-LINE-PLT-005-01,PLT-005,WC-015,SHF-PLT-005-20220923-1,2022-09-23,1,479.1,PRD-2022-SKU-08284,automotive_body,WO-2022-46308,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,43.163,5.18,38.14,93.35,44.19,51.71,0.12,WC-001,50.42,99.9,WC-003,0.0,834,547,546,1,0,1,83.26,104.65,0.7956,99.9243,547,4.4,17,-34.41,3.42,479.1,394.2,0.8228,0.7956,0.9982,0.6534,21.74,33.27,84.9,140.5,1,reduced_speed,average,performance_loss,0.0,0,84.9,0.0,5,95.8,17.0,29.6,no,56.5,0.0,6.2,6.6,0.0,15.6,no,predictive,20.8,6.4,21,20,83.7,semi_skilled,2.7,0.0,no,no,68.1,SUP-087,757.0,4.67,1.06,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9243,97.4506,1363.9,2.498,239.9,195.9,27.3,8.0,572.8,3253.11,8045.56,25.07,0.0,6.27,200,16980.0,3402.27,65.4,45.8095
MFG-LINE-PLT-005-01,PLT-005,WC-027,SHF-PLT-005-20211022-1,2021-10-22,1,437.1,PRD-2021-SKU-09707,automotive_body,WO-2021-92277,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.136,5.296,41.07,104.95,41.86,52.87,0.12,WC-001,48.64,99.9,WC-002,0.0,761,332,331,1,0,1,81.37,104.65,0.7775,99.9179,332,0.2,0,-56.37,1.98,437.1,268.7,0.6147,0.7084,0.997,0.4342,13.18,30.35,168.4,136.7,1,setup_adjustment,poor,availability_loss,23.9,1,168.4,0.0,4,109.3,42.1,76.1,yes,130.7,0.0,0.0,12.9,0.0,24.8,no,preventive,20.8,6.5,24,23,78.3,semi_skilled,3.4,0.0,no,no,37.3,SUP-100,821.0,4.65,1.05,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9179,98.524,604.7,1.827,129.4,31.5,12.1,8.5,254.0,5191.72,12032.94,50.87,0.0,12.72,200,33680.0,6748.72,60.6,103.0619
MFG-LINE-PLT-003-02,PLT-003,WC-033,SHF-PLT-003-20211012-2,2021-10-12,2,439.1,PRD-2021-SKU-03861,electronics_pcb,WO-2021-68077,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,49.385,5.926,42.4,100.13,47.93,59.16,0.12,WC-001,48.12,88.58,WC-001,0.0,721,461,460,1,0,1,72.89,98.63,0.739,99.903,461,2.3,6,-36.06,7.86,411.6,378.5,0.9196,0.741,0.9978,0.6799,19.43,28.58,33.1,161.1,1,reduced_speed,average,performance_loss,26.5,1,33.1,27.5,3,146.4,11.0,20.3,no,20.3,7.7,0.0,0.0,5.1,0.0,yes,predictive,24.8,6.0,9,8,76.8,semi_skilled,9.6,0.0,no,no,62.4,SUP-177,970.0,4.6,1.03,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.903,97.7378,456.3,0.992,98.0,57.7,,7.5,191.6,1477.05,3089.65,18.8,0.0,4.7,150,4965.0,997.7,58.2,28.7685
MFG-LINE-PLT-004-05,PLT-004,WC-015,SHF-PLT-004-20220129-2,2022-01-29,2,456.5,PRD-2022-SKU-01790,industrial_machinery,WO-2022-82389,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,202.961,10.148,190.86,326.18,205.51,219.71,0.05,WC-009,209.7,93.93,WC-008,179.17,180,111,110,1,0,1,17.67,23.79,0.7427,99.9188,111,0.6,1,-38.33,4.82,456.5,402.2,0.8811,0.6959,0.991,0.6076,19.26,31.7,54.3,48.5,1,idling_minor_stops,average,performance_loss,25.4,2,54.3,0.0,2,228.3,27.2,29.5,no,54.3,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.1,4,3,88.4,semi_skilled,0.3,0.0,no,no,39.2,SUP-197,812.0,4.65,1.05,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9188,99.2992,332.8,3.025,80.8,23.8,,8.0,139.8,960.74,2047.67,22.97,0.0,5.74,100,5430.0,1091.74,66.4,50.528
MFG-LINE-PLT-005-03,PLT-005,WC-025,SHF-PLT-005-20210207-3,2021-02-07,3,457.2,PRD-2021-SKU-08466,automotive_body,WO-2021-98465,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,105.951,5.298,94.78,278.55,106.46,114.69,0.05,WC-001,102.27,87.75,WC-002,42.35,484,219,218,1,0,1,33.91,63.6,0.5332,99.9077,219,2.1,5,-54.75,2.6,457.2,409.4,0.8954,0.5046,0.9954,0.4498,14.28,31.75,47.8,215.0,1,idling_minor_stops,poor,performance_loss,21.9,1,47.8,0.0,4,114.3,11.9,14.4,no,8.5,24.8,14.4,0.0,0.0,0.0,no,preventive,32.9,3.7,14,11,63.8,trainee,16.7,0.5,no,no,42.0,SUP-194,923.0,4.61,1.04,1.07,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9077,97.0947,439.5,2.016,98.1,28.8,8.8,8.4,184.6,5050.1,6550.45,63.21,0.0,15.8,200,9560.0,1927.8,33.2,116.7135
MFG-LINE-PLT-004-07,PLT-004,WC-002,SHF-PLT-004-20220112-3,2022-01-12,3,449.8,PRD-2022-SKU-08818,industrial_machinery,WO-2022-62547,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,273.25,13.662,242.04,360.41,272.49,295.79,0.05,WC-003,274.11,91.2,WC-002,255.2,135,77,76,1,0,1,13.03,18.05,0.7219,99.8303,77,1.9,7,-42.96,0.84,449.8,370.6,0.8239,0.6905,0.987,0.5615,17.54,31.24,79.2,34.5,1,reduced_speed,average,performance_loss,16.1,1,79.2,0.0,5,90.0,15.8,37.3,yes,37.3,14.1,8.4,9.2,10.1,0.0,no,emergency,22.9,6.8,15,12,63.9,semi_skilled,19.0,0.0,no,no,20.3,SUP-178,1697.0,4.43,0.98,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8303,99.774,252.6,3.324,55.9,22.1,,7.8,106.1,2371.61,5305.26,33.89,0.0,8.47,100,7920.0,1592.47,60.3,135.3474
MFG-LINE-PLT-002-02,PLT-002,WC-006,SHF-PLT-002-20221212-1,2022-12-12,1,471.3,PRD-2022-SKU-03475,electronics_pcb,WO-2022-43693,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.168,0.425,12.98,17.17,14.36,14.87,0.03,WC-005,14.7,94.32,WC-003,0.0,2208,1914,1913,1,0,1,254.06,281.25,0.9033,99.9811,1914,2.8,10,-13.32,34.79,471.3,452.0,0.9591,0.9033,0.9995,0.8659,28.34,32.73,19.3,204.9,1,idling_minor_stops,world_class,performance_loss,0.0,0,19.3,0.0,1,471.3,19.3,19.3,no,19.3,0.0,0.0,0.0,0.0,0.0,no,emergency,2.0,8.2,9,7,81.9,skilled,12.3,0.0,no,no,26.6,SUP-056,189.0,5.05,1.18,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9811,98.6589,2833.2,1.481,712.3,225.2,,6.3,1189.9,3091.99,5053.23,13.4,0.0,3.35,150,2895.0,582.35,29.4,17.6648
MFG-LINE-PLT-002-02,PLT-002,WC-043,SHF-PLT-002-20210520-2,2021-05-20,2,460.0,PRD-2021-SKU-05657,electronics_pcb,WO-2021-15353,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.049,0.451,13.36,25.4,14.91,15.79,0.03,WC-008,15.27,92.26,WC-006,0.0,2155,1536,1535,1,0,1,239.09,281.25,0.8501,99.9689,1536,0.7,1,-28.72,10.54,460.0,449.4,0.977,0.7291,0.9993,0.7118,22.74,31.95,10.6,570.7,1,idling_minor_stops,good,performance_loss,64.0,2,10.6,0.0,1,460.0,10.6,10.6,no,0.0,10.6,0.0,0.0,0.0,0.0,no,preventive,2.0,8.5,23,19,63.9,skilled,13.7,0.7,no,no,53.7,SUP-049,311.0,4.92,1.14,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9689,97.4452,334.6,0.218,69.7,28.0,,9.5,140.5,7028.52,12088.61,22.77,0.0,5.69,150,1590.0,323.69,33.2,35.239
MFG-LINE-PLT-005-02,PLT-005,WC-038,SHF-PLT-005-20201024-1,2020-10-24,1,433.2,PRD-2020-SKU-06483,automotive_body,WO-2020-51669,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,48.288,3.863,41.54,140.46,48.59,54.66,0.08,WC-005,52.73,99.28,WC-002,0.0,547,514,513,1,0,1,74.41,75.79,0.9818,99.99,514,0.6,2,-6.03,7.89,433.2,414.4,0.9566,0.9818,0.9981,0.9374,28.2,30.09,18.8,9.5,1,equipment_failure,world_class,availability_loss,0.0,0,18.8,0.0,1,433.2,18.8,18.8,no,0.0,0.0,18.8,0.0,0.0,0.0,no,corrective,1.3,7.2,11,9,75.2,expert,13.7,1.8,no,no,64.0,SUP-126,87.0,5.25,1.25,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.5674,1355.3,2.642,299.9,87.9,27.1,7.9,569.2,4020.19,9931.62,80.4,0.0,20.1,200,3760.0,772.1,32.2,107.7532
MFG-LINE-PLT-001-02,PLT-001,WC-025,SHF-PLT-001-20200615-1,2020-06-15,1,429.6,PRD-2020-SKU-03772,pharmaceutical,WO-2020-68894,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.43,9.35,47.75,105.47,56.71,68.86,0.175,WC-003,56.7,96.47,WC-002,0.0,507,434,433,1,0,1,67.36,70.87,0.9505,99.983,434,1.3,4,-14.4,12.1,429.6,407.3,0.9481,0.9022,0.9977,0.8534,25.46,29.83,22.3,47.0,1,reduced_speed,world_class,performance_loss,20.7,1,22.3,0.0,2,214.8,11.2,13.9,no,0.0,0.0,0.0,8.4,13.9,0.0,no,corrective,22.7,6.2,6,5,69.6,expert,9.7,0.0,yes,no,62.1,SUP-172,170.0,5.08,1.19,1.25,contamination,labelling,100pct_manual,no,no,no,no,99.983,99.7913,532.6,1.23,148.7,63.2,,8.4,223.7,653.79,1136.92,17.99,0.0,4.5,300,6690.0,1342.5,60.6,22.1671
MFG-LINE-PLT-002-03,PLT-002,WC-033,SHF-PLT-002-20221229-2,2022-12-29,2,450.4,PRD-2022-SKU-03641,electronics_pcb,WO-2022-35736,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,56.983,2.849,52.86,123.93,57.66,61.68,0.05,WC-009,59.48,94.89,WC-002,0.0,618,456,455,1,0,1,63.08,82.38,0.7657,99.9389,456,2.5,9,-26.21,6.73,450.4,433.7,0.9629,0.7657,0.9978,0.7357,23.01,31.28,16.7,139.5,1,idling_minor_stops,good,performance_loss,0.0,0,16.7,0.0,3,150.1,5.6,6.9,no,0.0,0.0,0.0,13.3,3.4,0.0,no,predictive,13.3,7.2,10,9,71.5,semi_skilled,4.5,0.0,no,no,22.5,SUP-173,611.0,4.73,1.08,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9389,98.6596,486.4,1.069,112.3,38.2,,7.3,204.3,2045.51,4023.37,10.39,0.0,2.6,150,2505.0,503.6,69.8,23.751
MFG-LINE-PLT-003-02,PLT-003,WC-035,SHF-PLT-003-20200925-2,2020-09-25,2,479.8,PRD-2020-SKU-07740,electronics_pcb,WO-2020-68378,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.5,5.22,37.69,106.22,41.96,52.11,0.12,WC-001,45.15,94.36,WC-001,0.0,788,574,573,1,0,1,82.63,98.63,0.8378,99.94,574,0.8,1,-27.16,3.58,479.8,429.7,0.8956,0.8126,0.9983,0.7265,24.21,33.32,50.1,132.4,1,reduced_speed,good,performance_loss,12.9,1,50.1,0.0,6,80.0,8.4,12.9,no,0.0,12.9,8.6,10.1,18.5,0.0,no,corrective,24.8,5.8,21,20,92.0,skilled,4.0,0.9,no,no,23.9,SUP-153,600.0,4.74,1.08,1.24,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.94,99.4775,781.0,1.363,183.5,115.7,,6.6,328.0,7632.37,7952.01,14.4,0.0,3.6,150,7515.0,1506.6,33.2,41.623
MFG-LINE-PLT-004-01,PLT-004,WC-022,SHF-PLT-004-20230825-2,2023-08-25,2,443.1,PRD-2023-SKU-07998,industrial_machinery,WO-2023-73473,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,228.8,11.44,207.8,475.22,226.18,247.68,0.05,WC-008,237.58,94.4,WC-009,211.61,126,81,80,1,0,1,15.6,17.19,0.9075,99.947,81,0.0,0,-35.71,0.54,443.1,311.6,0.7032,0.9071,0.9877,0.6301,19.39,30.77,131.5,8.3,1,equipment_failure,average,availability_loss,0.0,0,131.5,0.0,7,63.3,18.8,35.4,yes,77.8,13.5,16.7,5.1,0.0,18.5,no,corrective,28.6,5.4,24,20,65.1,expert,13.4,2.0,no,no,21.8,SUP-120,530.0,4.77,1.09,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.947,98.8184,328.7,4.109,84.0,41.0,,7.3,138.1,6553.04,11278.15,71.65,0.0,17.91,100,13150.0,2647.91,42.5,295.4355
MFG-LINE-PLT-004-06,PLT-004,WC-012,SHF-PLT-004-20230228-1,2023-02-28,1,461.9,PRD-2023-SKU-06330,industrial_machinery,WO-2023-96811,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,126.251,15.15,111.43,155.28,121.99,151.25,0.12,WC-002,139.64,99.9,WC-003,94.28,245,206,205,1,0,1,28.51,31.97,0.8918,99.8251,206,4.8,18,-15.92,26.63,461.9,433.5,0.9385,0.8918,0.9951,0.8329,26.72,32.07,28.4,25.0,1,idling_minor_stops,good,performance_loss,0.0,0,28.4,0.0,2,230.9,14.2,20.3,no,20.3,0.0,8.1,0.0,0.0,0.0,no,corrective,6.6,6.2,1,1,90.1,skilled,7.7,0.0,no,no,51.7,SUP-029,1749.0,4.42,0.97,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8251,97.9127,669.7,3.267,154.6,39.7,,7.8,281.3,398.65,384.49,56.48,0.0,14.12,100,2840.0,582.12,68.4,60.5757
MFG-LINE-PLT-003-05,PLT-003,WC-001,SHF-PLT-003-20200302-3,2020-03-02,3,424.2,PRD-2020-SKU-05222,electronics_pcb,WO-2020-99576,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,49.037,5.884,43.3,120.99,49.21,58.75,0.12,WC-001,52.45,97.23,WC-002,0.0,650,489,488,1,0,1,73.37,92.07,0.7969,99.9107,489,3.6,11,-24.77,6.9,424.2,424.2,1.0,0.7511,0.998,0.7496,22.08,29.46,0.0,162.0,1,reduced_speed,good,performance_loss,24.4,3,0.0,0.0,0,424.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.5,13,10,72.9,skilled,18.3,1.6,no,yes,60.3,SUP-172,893.0,4.62,1.04,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9107,97.223,260.6,0.534,65.8,37.4,,8.7,109.5,2508.07,3016.55,20.94,0.0,5.24,150,0.0,5.24,31.1,32.3039
MFG-LINE-PLT-005-01,PLT-005,WC-020,SHF-PLT-005-20200108-3,2020-01-08,3,455.0,PRD-2020-SKU-04089,automotive_body,WO-2020-31234,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.841,5.021,36.88,113.37,43.88,50.13,0.12,WC-004,43.48,94.47,WC-003,0.0,793,538,537,1,0,1,86.03,104.65,0.8221,99.9764,538,2.7,6,-32.16,4.43,455.0,399.0,0.8769,0.773,0.9981,0.6766,21.38,31.6,56.0,158.0,1,reduced_speed,average,performance_loss,23.8,1,56.0,0.0,4,113.8,14.0,27.2,no,27.2,11.7,13.3,0.0,3.9,0.0,no,preventive,20.8,6.8,17,16,87.1,skilled,2.9,0.0,no,yes,44.7,SUP-183,236.0,5.0,1.17,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9764,99.637,1476.8,2.75,361.1,148.7,29.5,7.8,620.3,3326.72,5517.17,58.43,0.0,14.61,200,11200.0,2254.61,40.9,75.0079
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20200419-1,2020-04-19,1,444.2,PRD-2020-SKU-06262,electronics_pcb,WO-2020-94690,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.03,0.501,9.13,14.06,10.07,10.86,0.05,WC-003,10.43,94.51,WC-001,0.0,2775,1595,1594,1,0,1,358.85,375.0,0.9569,99.967,1595,1.7,4,-42.52,11.96,444.2,378.9,0.853,0.6736,0.9994,0.5742,17.71,30.84,65.3,772.9,1,idling_minor_stops,average,performance_loss,112.2,3,65.3,0.0,3,148.1,21.8,30.7,yes,0.0,30.7,25.7,0.0,0.0,9.0,no,preventive,16.8,6.9,21,18,81.7,expert,11.2,0.0,no,no,20.0,SUP-143,330.0,4.91,1.14,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.967,97.9952,1595.6,1.001,280.8,124.8,,7.5,670.2,7048.8,5763.79,15.14,0.0,3.79,150,9795.0,1962.79,48.5,23.1875
MFG-LINE-PLT-004-03,PLT-004,WC-014,SHF-PLT-004-20221107-1,2022-11-07,1,475.9,PRD-2022-SKU-03440,industrial_machinery,WO-2022-12719,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,172.557,8.628,154.08,330.88,173.31,186.79,0.05,WC-005,177.44,93.48,WC-004,145.47,214,156,155,1,0,1,20.8,27.09,0.7678,99.9109,156,1.0,2,-27.1,1.63,475.9,449.9,0.9454,0.768,0.9936,0.7214,23.84,33.05,26.0,47.1,1,reduced_speed,good,performance_loss,0.0,0,26.0,0.0,2,237.9,13.0,18.7,no,0.0,0.0,18.7,0.0,7.2,0.0,no,preventive,22.2,5.5,14,12,62.1,semi_skilled,10.2,0.0,no,no,50.5,SUP-006,891.0,4.62,1.04,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9109,99.694,456.5,2.945,113.8,23.7,,8.0,191.7,6091.7,5951.89,22.41,0.0,5.6,100,2600.0,525.6,38.6,100.2552
MFG-LINE-PLT-004-03,PLT-004,WC-002,SHF-PLT-004-20220921-3,2022-09-21,3,421.6,PRD-2022-SKU-04065,industrial_machinery,WO-2022-76353,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,183.987,9.199,161.36,402.62,185.1,199.17,0.05,WC-005,189.94,93.85,WC-003,156.9,189,73,72,1,0,1,19.31,27.09,0.7128,99.6639,73,1.3,2,-61.38,0.85,421.6,320.7,0.7607,0.5042,0.9863,0.3783,11.08,29.28,100.9,71.8,1,reduced_speed,poor,performance_loss,93.9,3,100.9,0.0,8,52.7,12.6,21.8,no,16.4,40.7,10.8,19.6,13.5,0.0,no,preventive,22.2,5.9,14,12,89.6,semi_skilled,9.4,0.0,no,no,18.5,SUP-044,3361.0,4.21,0.9,0.97,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6639,98.128,245.6,3.411,53.9,26.2,,7.7,103.2,3813.52,8901.26,38.64,0.0,9.66,100,10090.0,2027.66,25.2,215.7708
MFG-LINE-PLT-004-07,PLT-004,WC-025,SHF-PLT-004-20200225-2,2020-02-25,2,434.8,PRD-2020-SKU-08418,industrial_machinery,WO-2020-73534,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,218.019,10.901,192.2,270.88,218.44,236.01,0.05,WC-002,228.52,95.29,WC-003,199.97,130,77,76,1,0,1,16.4,18.05,0.9086,99.8972,77,0.2,0,-40.77,10.49,434.8,386.6,0.8891,0.662,0.987,0.5809,17.54,30.19,48.2,39.3,1,idling_minor_stops,average,performance_loss,105.0,3,48.2,0.0,2,217.4,24.1,34.3,yes,34.3,0.0,13.9,0.0,0.0,0.0,no,corrective,22.9,6.9,1,1,92.2,multi_skilled,3.7,0.0,no,yes,31.7,SUP-058,1028.0,4.58,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8972,98.3847,182.0,2.395,38.7,14.4,,8.4,76.4,249.17,338.31,78.33,0.0,19.58,100,4820.0,983.58,25.8,87.0907
MFG-LINE-PLT-005-03,PLT-005,WC-035,SHF-PLT-005-20221123-3,2022-11-23,3,435.0,PRD-2022-SKU-01914,automotive_body,WO-2022-60977,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,72.599,3.63,66.11,139.65,74.39,78.59,0.05,WC-001,71.17,89.12,WC-002,9.0,461,327,326,1,0,1,49.48,63.6,0.778,99.9767,327,0.1,0,-29.07,14.99,435.0,396.5,0.9115,0.778,0.9969,0.7069,21.35,30.21,38.5,93.3,1,reduced_speed,good,performance_loss,0.0,0,38.5,0.0,3,145.0,12.8,17.5,no,0.0,0.0,29.4,9.0,0.0,0.0,no,corrective,32.9,5.4,4,3,72.2,skilled,9.1,0.0,no,no,57.2,SUP-020,233.0,5.0,1.17,1.22,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9767,99.3255,1029.5,3.158,218.5,118.0,20.6,7.5,432.4,637.45,1361.51,31.16,0.0,7.79,200,7700.0,1547.79,29.6,37.3874
MFG-LINE-PLT-003-04,PLT-003,WC-001,SHF-PLT-003-20220704-1,2022-07-04,1,469.6,PRD-2022-SKU-01876,electronics_pcb,WO-2022-19357,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,27.844,1.392,25.66,42.89,27.71,30.14,0.05,WC-007,29.35,95.82,WC-006,0.0,1039,861,860,1,0,1,129.28,132.84,0.9732,99.9751,861,0.3,0,-17.13,13.74,469.6,430.6,0.9169,0.9032,0.9988,0.8272,26.97,32.61,39.0,92.3,1,idling_minor_stops,good,performance_loss,31.0,1,39.0,0.0,3,156.5,13.0,22.8,no,22.8,10.5,0.0,5.7,0.0,0.0,no,preventive,11.0,7.2,10,8,74.3,expert,14.1,0.0,no,yes,59.3,SUP-002,249.0,4.98,1.16,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9751,97.1553,860.0,1.0,179.0,58.3,,7.5,361.2,3467.43,6244.7,19.09,0.0,4.77,150,5850.0,1174.77,51.5,30.4054
MFG-LINE-PLT-010-04,PLT-010,WC-035,SHF-PLT-010-20200108-1,2020-01-08,1,471.4,PRD-2020-SKU-01331,industrial_machinery,WO-2020-88773,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,289.348,34.722,260.65,785.76,289.02,346.64,0.12,WC-002,321.44,99.9,WC-003,275.73,106,89,88,1,0,1,12.41,13.62,0.9112,99.8321,89,0.1,0,-16.04,5.6,436.4,408.8,0.9367,0.9591,0.9888,0.8883,26.92,30.3,27.6,3.8,1,equipment_failure,world_class,availability_loss,13.5,1,27.6,35.0,2,235.7,13.8,15.9,no,0.0,0.0,27.6,0.0,0.0,0.0,yes,preventive,14.7,7.2,3,2,77.6,skilled,8.4,0.0,no,no,85.9,SUP-067,1679.0,4.43,0.98,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8321,97.449,222.2,2.525,40.3,31.1,,8.3,93.3,427.48,446.95,105.11,0.0,26.28,100,2760.0,578.28,73.0,116.2411
MFG-LINE-PLT-002-04,PLT-002,WC-038,SHF-PLT-002-20220322-1,2022-03-22,1,446.0,PRD-2022-SKU-08700,electronics_pcb,WO-2022-55983,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.999,3.843,15.66,26.0,16.41,24.34,0.213,WC-005,19.62,99.11,WC-001,0.0,1893,1453,1449,4,1,3,199.98,255.32,0.7833,99.7818,1454,3.0,7,-23.24,9.75,446.0,436.0,0.9776,0.7832,0.9972,0.7636,23.65,30.97,10.0,402.2,4,reduced_speed,good,performance_loss,0.0,0,10.0,0.0,1,446.0,10.0,10.0,no,0.0,10.0,0.0,0.0,0.0,0.0,no,emergency,15.6,6.0,21,20,94.2,semi_skilled,3.0,0.0,no,yes,11.6,SUP-102,2182.0,4.35,0.95,1.04,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7818,97.9676,999.8,0.69,259.0,110.5,,8.3,419.9,4507.24,5483.4,16.46,16.46,12.35,150,1500.0,328.81,65.1,23.4003
MFG-LINE-PLT-004-07,PLT-004,WC-032,SHF-PLT-004-20200523-2,2020-05-23,2,463.3,PRD-2020-SKU-02628,industrial_machinery,WO-2020-39321,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,342.849,17.142,315.49,435.48,344.81,371.13,0.05,WC-001,354.79,94.07,WC-004,324.8,138,49,48,1,0,1,10.44,18.05,0.5784,99.7007,49,0.3,0,-64.49,0.35,463.3,369.0,0.7965,0.4413,0.9796,0.3443,11.08,32.17,94.3,62.0,1,idling_minor_stops,poor,performance_loss,87.5,2,94.3,0.0,6,77.2,15.7,45.2,yes,56.3,22.9,0.0,9.5,0.0,5.7,no,preventive,22.9,6.5,20,18,71.5,trainee,6.1,0.0,no,no,20.8,SUP-070,2993.0,4.25,0.92,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7007,99.4668,128.8,2.683,25.9,17.9,,8.2,54.1,2706.63,5058.36,18.03,0.0,4.51,100,9430.0,1890.51,50.4,180.1762
MFG-LINE-PLT-005-03,PLT-005,WC-030,SHF-PLT-005-20230701-3,2023-07-01,3,445.4,PRD-2023-SKU-08112,automotive_body,WO-2023-36945,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,81.155,4.058,75.75,114.91,82.23,87.85,0.05,WC-002,82.31,92.2,WC-001,17.55,471,316,315,1,0,1,44.3,63.6,0.6965,99.9513,316,0.9,3,-32.91,3.54,445.4,428.0,0.9609,0.6964,0.9968,0.6671,20.63,30.93,17.4,137.8,1,idling_minor_stops,average,performance_loss,0.0,0,17.4,0.0,2,222.7,8.7,10.3,no,0.0,0.0,0.0,7.1,0.0,10.3,no,preventive,32.9,5.9,14,12,75.6,semi_skilled,7.5,0.6,no,no,28.9,SUP-110,487.0,4.8,1.1,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9513,98.2306,546.5,1.735,136.0,74.4,10.9,8.6,229.5,3595.35,5497.23,37.81,0.0,9.45,200,3480.0,705.45,66.7,66.7954
MFG-LINE-PLT-005-06,PLT-005,WC-036,SHF-PLT-005-20221021-3,2022-10-21,3,452.8,PRD-2022-SKU-01055,automotive_body,WO-2022-37630,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,95.953,4.798,86.29,239.54,97.56,103.87,0.05,WC-007,100.09,94.83,WC-001,47.95,362,230,229,1,0,1,37.41,48.0,0.7794,99.9766,230,0.5,1,-36.46,3.79,452.8,368.9,0.8147,0.7794,0.9957,0.6322,19.88,31.44,83.9,65.1,1,idling_minor_stops,average,performance_loss,0.0,0,83.9,0.0,6,75.5,14.0,32.5,yes,52.3,13.7,0.0,17.9,0.0,0.0,no,preventive,32.1,4.6,10,8,89.7,skilled,17.1,1.0,no,no,66.1,SUP-081,234.0,5.0,1.17,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9766,99.7167,510.7,2.23,110.8,47.7,10.2,8.2,214.5,2612.48,2102.38,32.2,0.0,8.05,200,16780.0,3364.05,44.0,52.9295
MFG-LINE-PLT-002-04,PLT-002,WC-049,SHF-PLT-002-20240111-1,2024-01-11,1,430.5,PRD-2024-SKU-07809,electronics_pcb,WO-2024-75293,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.183,3.059,14.98,40.75,16.22,21.23,0.189,WC-001,18.58,99.9,WC-005,0.0,1829,1245,1243,2,0,2,222.31,255.32,0.8707,99.8724,1245,0.1,0,-31.93,15.75,430.5,376.6,0.8748,0.7769,0.9984,0.6785,20.28,29.89,53.9,357.5,2,reduced_speed,average,performance_loss,40.6,3,53.9,0.0,4,107.6,13.5,28.1,no,17.6,0.0,5.5,0.0,2.7,28.1,no,preventive,15.6,5.9,12,11,93.8,skilled,7.5,0.0,no,no,80.4,SUP-192,1276.0,4.52,1.01,1.15,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8724,98.1129,1180.8,0.95,228.9,60.3,,7.6,495.9,4107.46,9071.22,40.1,0.0,20.05,150,8085.0,1637.05,42.1,50.7668
MFG-LINE-PLT-002-02,PLT-002,WC-022,SHF-PLT-002-20230203-1,2023-02-03,1,460.2,PRD-2023-SKU-06389,electronics_pcb,WO-2023-83238,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.477,0.404,12.55,31.26,13.47,14.14,0.03,WC-003,13.87,93.57,WC-004,0.0,2157,1208,1207,1,0,1,267.09,281.25,0.9497,99.9882,1208,1.6,4,-44.0,19.67,460.2,332.4,0.7223,0.7752,0.9992,0.5595,17.88,31.96,127.8,350.3,1,setup_adjustment,average,availability_loss,61.1,2,127.8,0.0,6,76.7,21.3,47.0,yes,80.4,0.0,9.6,20.4,6.2,11.2,no,corrective,2.0,7.0,10,8,91.1,expert,13.5,0.0,no,no,53.4,SUP-198,118.0,5.18,1.23,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9882,98.902,1062.2,0.88,263.7,101.7,,7.8,446.1,1296.93,2357.33,10.07,0.0,2.52,150,19170.0,3836.52,70.9,13.1059
MFG-LINE-PLT-003-02,PLT-003,WC-037,SHF-PLT-003-20210716-3,2021-07-16,3,455.4,PRD-2021-SKU-08654,electronics_pcb,WO-2021-98833,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.131,5.176,39.36,91.43,44.71,51.67,0.12,WC-001,42.66,89.92,WC-001,0.0,741,475,470,5,2,3,83.42,98.63,0.8458,98.9908,477,2.7,6,-35.9,15.48,455.4,374.3,0.8219,0.772,0.9895,0.6278,19.85,31.62,81.1,140.3,5,idling_minor_stops,average,performance_loss,32.6,1,81.1,0.0,2,227.7,40.5,44.0,yes,81.1,0.0,0.0,0.0,0.0,0.0,no,corrective,24.8,5.9,6,4,67.8,multi_skilled,22.8,0.0,no,no,48.9,SUP-169,10092.0,3.82,0.77,0.86,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,98.9908,97.1986,235.9,0.502,46.1,28.7,,8.7,99.1,1061.06,1548.06,14.73,29.46,11.05,150,12165.0,2473.51,47.6,20.438
MFG-LINE-PLT-010-01,PLT-010,WC-010,SHF-PLT-010-20231026-2,2023-10-26,2,477.5,PRD-2023-SKU-03095,industrial_machinery,WO-2023-00780,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,330.735,26.459,294.98,625.1,327.47,374.39,0.08,WC-003,355.17,97.63,WC-001,317.87,102,77,76,1,0,1,10.88,12.87,0.8454,99.8498,77,0.1,0,-24.51,1.36,477.5,424.6,0.8892,0.8453,0.987,0.7419,24.6,33.16,52.9,14.1,1,reduced_speed,good,performance_loss,0.0,0,52.9,0.0,2,238.8,26.5,31.7,yes,0.0,31.7,21.2,0.0,0.0,0.0,no,preventive,19.7,6.2,9,7,79.7,skilled,11.3,0.0,no,no,53.0,SUP-192,1502.0,4.47,0.99,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8498,98.8909,181.3,2.385,34.7,18.3,,8.4,76.1,2319.91,3867.61,139.57,0.0,34.89,100,5290.0,1092.89,40.1,222.8212
MFG-LINE-PLT-003-01,PLT-003,WC-023,SHF-PLT-003-20230602-1,2023-06-02,1,438.2,PRD-2023-SKU-06415,electronics_pcb,WO-2023-23081,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.643,1.182,21.27,41.25,23.44,25.59,0.05,WC-002,24.93,95.85,WC-009,0.0,1282,855,854,1,0,1,152.22,175.61,0.8668,99.9636,855,0.6,2,-33.31,5.32,438.2,356.8,0.8142,0.8187,0.9988,0.6659,20.26,30.43,81.4,189.3,1,equipment_failure,average,availability_loss,19.8,1,81.4,0.0,8,54.8,10.2,17.8,no,9.1,35.0,0.0,14.2,11.5,11.6,no,corrective,24.0,5.7,23,22,67.2,skilled,1.2,0.0,no,no,71.3,SUP-193,364.0,4.88,1.13,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9636,98.051,585.8,0.686,109.9,30.1,,8.3,246.0,9200.39,21749.03,6.92,0.0,1.73,150,12210.0,2443.73,28.1,43.1686
MFG-LINE-PLT-010-01,PLT-010,WC-038,SHF-PLT-010-20210509-1,2021-05-09,1,442.9,PRD-2021-SKU-06444,industrial_machinery,WO-2021-71653,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,295.847,23.668,261.81,370.02,302.09,334.9,0.08,WC-002,305.51,93.88,WC-001,282.98,94,82,81,1,0,1,12.12,12.87,0.9417,99.8291,82,0.8,2,-12.77,1.1,442.9,442.9,1.0,0.8631,0.9878,0.8526,26.22,30.75,0.0,13.0,1,reduced_speed,world_class,performance_loss,36.9,1,0.0,0.0,0,442.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,19.7,6.1,12,10,75.7,expert,11.9,0.7,no,no,46.8,SUP-134,1709.0,4.43,0.98,1.01,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8291,98.9432,209.1,2.582,42.9,20.7,,8.3,87.8,2395.88,4924.28,34.26,0.0,8.56,100,0.0,8.56,59.6,125.0553
MFG-LINE-PLT-004-03,PLT-004,WC-017,SHF-PLT-004-20211016-2,2021-10-16,2,424.6,PRD-2021-SKU-07067,industrial_machinery,WO-2021-59980,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,177.062,8.853,158.68,355.77,173.98,191.67,0.05,WC-004,175.83,90.27,WC-003,149.97,191,129,128,1,0,1,20.29,27.09,0.749,99.8085,129,1.1,3,-32.46,3.01,424.6,381.4,0.8983,0.7491,0.9922,0.6677,19.69,29.49,43.2,43.2,1,reduced_speed,average,performance_loss,0.0,0,43.2,0.0,3,141.5,14.4,16.3,no,15.1,0.0,0.0,0.0,11.8,16.3,no,preventive,22.2,6.1,7,6,91.0,semi_skilled,4.8,0.0,no,no,10.5,SUP-033,1915.0,4.39,0.96,0.99,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8085,97.201,407.8,3.186,87.9,44.8,,7.9,171.3,849.26,1679.13,23.11,0.0,5.78,100,4320.0,869.78,26.1,43.0436
MFG-LINE-PLT-008-02,PLT-008,WC-035,SHF-PLT-008-20211125-2,2021-11-25,2,444.4,PRD-2021-SKU-05397,medical_devices,WO-2021-67618,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,50.687,4.055,46.8,85.39,51.21,57.38,0.08,WC-002,54.23,97.26,WC-004,0.0,688,503,502,1,0,1,70.88,93.02,0.762,99.9856,503,1.0,2,-26.89,3.77,444.4,425.8,0.9581,0.762,0.998,0.7287,22.49,30.86,18.6,157.1,1,reduced_speed,good,performance_loss,0.0,0,18.6,0.0,1,444.4,18.6,18.6,no,0.0,18.6,0.0,0.0,0.0,0.0,no,emergency,8.4,7.8,19,18,78.9,semi_skilled,5.2,0.0,no,no,11.7,SUP-071,144.0,5.13,1.21,1.31,contamination,functional_failure,automated_vision,yes,no,no,no,99.9856,96.9982,593.4,1.182,159.7,60.6,,8.0,249.2,4577.79,8883.32,21.82,0.0,5.46,250,4650.0,935.46,36.2,48.6784
MFG-LINE-PLT-004-06,PLT-004,WC-042,SHF-PLT-004-20220517-1,2022-05-17,1,424.8,PRD-2022-SKU-03567,industrial_machinery,WO-2022-19584,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,118.551,14.226,103.24,296.39,131.33,142.02,0.12,WC-002,117.54,90.13,WC-003,86.58,226,195,194,1,0,1,30.33,31.97,0.9487,99.8487,195,0.7,1,-13.72,3.91,424.8,416.0,0.9793,0.8797,0.9949,0.8571,25.28,29.5,8.8,26.7,1,idling_minor_stops,world_class,performance_loss,30.3,1,8.8,0.0,1,424.8,8.8,8.8,no,0.0,0.0,0.0,8.8,0.0,0.0,no,preventive,6.6,6.5,8,7,81.4,multi_skilled,12.1,0.0,no,no,78.7,SUP-180,1513.0,4.47,0.99,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8487,99.2293,754.3,3.888,208.4,108.4,,7.4,316.8,2079.05,3906.9,49.88,0.0,12.47,100,880.0,188.47,54.0,80.9925
MFG-LINE-PLT-010-01,PLT-010,WC-005,SHF-PLT-010-20230525-3,2023-05-25,3,432.8,PRD-2023-SKU-03601,industrial_machinery,WO-2023-01156,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,350.733,28.059,314.47,914.15,344.49,397.03,0.08,WC-001,362.23,93.89,WC-002,337.86,92,66,65,1,0,1,10.18,12.87,0.791,99.9202,66,0.7,2,-28.26,9.01,432.8,427.6,0.988,0.7195,0.9848,0.7001,21.04,30.06,5.2,25.7,1,idling_minor_stops,good,performance_loss,38.6,1,5.2,0.0,1,432.8,5.2,5.2,no,0.0,0.0,0.0,0.0,5.2,0.0,no,preventive,19.7,6.8,2,1,91.3,skilled,10.7,0.0,no,no,33.1,SUP-033,798.0,4.66,1.05,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9202,98.4548,139.0,2.138,31.1,16.4,,8.6,58.4,248.29,567.22,37.31,0.0,9.33,100,520.0,113.33,35.9,50.4303
MFG-LINE-PLT-010-01,PLT-010,WC-009,SHF-PLT-010-20200523-1,2020-05-23,1,458.5,PRD-2020-SKU-02412,industrial_machinery,WO-2020-67512,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,312.472,24.998,286.05,551.07,316.05,353.72,0.08,WC-004,320.14,93.14,WC-002,299.6,98,74,73,1,0,1,11.51,12.87,0.8943,99.9194,74,1.8,4,-24.49,4.78,458.5,407.2,0.8881,0.8472,0.9865,0.7422,23.63,31.84,51.3,13.3,1,reduced_speed,good,performance_loss,21.4,1,51.3,0.0,2,229.2,25.7,40.3,yes,40.3,0.0,11.1,0.0,0.0,0.0,no,preventive,19.7,6.6,3,2,84.7,skilled,10.0,0.0,no,no,35.9,SUP-139,806.0,4.65,1.05,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9194,99.6469,306.3,4.196,72.3,37.0,,7.2,128.6,663.43,1454.38,113.51,0.0,28.38,100,5130.0,1054.38,57.1,144.076
MFG-LINE-PLT-004-02,PLT-004,WC-045,SHF-PLT-004-20231221-3,2023-12-21,3,470.3,PRD-2023-SKU-05548,industrial_machinery,WO-2023-04726,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,261.226,45.715,243.23,542.68,262.74,336.66,0.175,WC-001,254.3,88.5,WC-002,245.23,123,89,87,2,0,2,13.73,16.0,0.8581,98.6626,89,0.9,2,-27.64,1.39,470.3,388.9,0.8269,0.8582,0.9775,0.6937,22.66,32.66,81.4,14.7,2,setup_adjustment,average,availability_loss,0.0,0,81.4,0.0,3,156.8,27.1,34.8,yes,34.8,33.4,13.1,0.0,0.0,0.0,no,corrective,6.1,6.0,10,8,77.2,expert,18.3,0.0,no,no,63.2,SUP-139,13374.0,3.72,0.74,0.85,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,98.6626,95.9843,180.3,2.072,31.0,12.3,,8.6,75.7,1564.86,2223.2,26.3,0.0,13.15,100,8140.0,1641.15,71.1,70.4455
MFG-LINE-PLT-008-01,PLT-008,WC-012,SHF-PLT-008-20200718-3,2020-07-18,3,455.1,PRD-2020-SKU-02665,medical_devices,WO-2020-35689,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,155.467,18.656,144.66,250.3,159.22,186.25,0.12,WC-002,157.84,92.3,WC-003,123.86,239,158,157,1,0,1,23.15,31.61,0.7324,99.9581,158,2.3,5,-33.89,20.7,455.1,450.5,0.9899,0.6659,0.9937,0.655,20.7,31.6,4.6,79.3,1,idling_minor_stops,average,performance_loss,40.9,1,4.6,0.0,1,455.1,4.6,4.6,no,0.0,0.0,0.0,0.0,4.6,0.0,no,corrective,7.3,7.4,1,1,62.4,semi_skilled,14.7,0.0,no,no,75.9,SUP-195,419.0,4.84,1.11,1.24,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9581,97.4966,166.9,1.063,30.8,11.5,,8.2,70.1,415.48,920.19,23.12,0.0,5.78,250,1150.0,235.78,36.6,31.7747
MFG-LINE-PLT-005-01,PLT-005,WC-020,SHF-PLT-005-20230721-2,2023-07-21,2,441.7,PRD-2023-SKU-04245,automotive_body,WO-2023-79338,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.661,4.999,39.18,67.41,40.27,49.91,0.12,WC-002,44.26,96.57,WC-003,0.0,769,574,573,1,0,1,86.32,104.65,0.8248,99.8648,574,0.1,0,-25.36,6.49,441.7,399.0,0.9033,0.8248,0.9983,0.7438,22.81,30.67,42.7,121.9,1,idling_minor_stops,good,performance_loss,0.0,0,42.7,0.0,3,147.2,14.2,21.9,no,0.0,34.2,0.0,8.5,0.0,0.0,no,corrective,20.8,5.3,14,12,92.8,skilled,14.2,0.0,no,no,22.8,SUP-020,1352.0,4.5,1.0,1.06,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8648,99.7006,2067.4,3.608,453.6,111.8,41.3,7.1,868.3,4063.61,9410.4,26.61,0.0,6.65,200,8540.0,1714.65,50.1,50.1713
MFG-LINE-PLT-008-02,PLT-008,WC-023,SHF-PLT-008-20210610-2,2021-06-10,2,462.3,PRD-2021-SKU-06972,medical_devices,WO-2021-31914,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.137,4.091,48.31,101.89,50.35,57.89,0.08,WC-003,52.95,94.13,WC-005,0.0,716,490,489,1,0,1,70.38,93.02,0.7566,99.9661,490,1.3,2,-31.56,3.53,462.3,450.3,0.974,0.7019,0.998,0.6823,21.9,32.1,12.0,208.1,1,reduced_speed,average,performance_loss,32.5,1,12.0,0.0,2,231.1,6.0,7.6,no,0.0,7.6,0.0,0.0,4.4,0.0,no,emergency,8.4,6.5,22,18,60.5,semi_skilled,13.8,0.0,no,yes,31.8,SUP-020,339.0,4.9,1.13,1.24,contamination,functional_failure,automated_vision,yes,no,no,no,99.9661,97.7466,811.3,1.659,201.0,79.1,,7.2,340.7,4041.87,6977.19,26.45,0.0,6.61,250,3000.0,606.61,54.7,49.038
MFG-LINE-PLT-005-03,PLT-005,WC-001,SHF-PLT-005-20221011-1,2022-10-11,1,437.8,PRD-2022-SKU-01267,automotive_body,WO-2022-06892,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,60.193,3.01,52.06,110.72,60.34,65.16,0.05,WC-002,63.07,95.25,WC-001,0.0,464,376,375,1,0,1,59.7,63.6,0.9387,99.99,376,0.2,0,-18.97,5.14,437.8,386.1,0.8819,0.9187,0.9973,0.8081,24.57,30.4,51.7,33.3,1,equipment_failure,good,availability_loss,8.2,1,51.7,0.0,3,145.9,17.2,30.7,yes,30.7,0.0,11.5,9.5,0.0,0.0,no,predictive,32.9,4.5,12,10,85.4,expert,13.8,0.0,no,no,25.7,SUP-036,86.0,5.26,1.25,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.3897,1098.4,2.929,257.7,99.2,22.0,7.7,461.3,2799.35,6414.96,21.91,0.0,5.48,200,10340.0,2073.48,64.6,46.5399
MFG-LINE-PLT-005-01,PLT-005,WC-044,SHF-PLT-005-20231220-2,2023-12-20,2,445.2,PRD-2023-SKU-06449,automotive_body,WO-2023-89904,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.952,4.914,37.61,57.05,41.63,49.06,0.12,WC-003,42.92,95.28,WC-001,0.0,776,635,634,1,0,1,87.86,104.65,0.8396,99.9737,635,0.1,0,-18.17,4.75,445.2,433.7,0.9742,0.8395,0.9984,0.8166,25.24,30.91,11.5,121.4,1,reduced_speed,good,performance_loss,0.0,0,11.5,0.0,1,445.2,11.5,11.5,no,0.0,0.0,0.0,11.5,0.0,0.0,no,corrective,20.8,5.5,21,18,85.8,skilled,13.5,0.0,no,no,43.2,SUP-106,263.0,4.97,1.16,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9737,98.4305,854.6,1.348,162.6,101.4,17.1,8.9,358.9,2817.29,5175.17,44.03,0.0,11.01,200,2300.0,471.01,64.5,56.7059
MFG-LINE-PLT-010-04,PLT-010,WC-004,SHF-PLT-010-20210924-1,2021-09-24,1,437.4,PRD-2021-SKU-08676,industrial_machinery,WO-2021-67668,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,432.212,51.865,370.94,1223.71,446.33,517.79,0.12,WC-008,464.27,97.65,WC-001,418.59,98,59,58,1,0,1,8.25,13.62,0.6057,99.5136,59,11.4,40,-39.8,1.59,437.4,429.0,0.9808,0.6058,0.9831,0.5841,17.74,30.38,8.4,38.4,1,idling_minor_stops,average,performance_loss,0.0,0,8.4,0.0,1,437.4,8.4,8.4,no,0.0,0.0,0.0,0.0,0.0,8.4,no,preventive,14.7,5.3,6,5,61.3,trainee,2.6,0.0,no,no,84.0,SUP-141,4864.0,4.09,0.86,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5136,98.2655,145.1,2.502,31.3,19.3,,8.3,60.9,1021.78,1753.43,25.0,0.0,6.25,100,840.0,174.25,64.4,73.2795
MFG-LINE-PLT-008-01,PLT-008,WC-028,SHF-PLT-008-20201022-2,2020-10-22,2,440.6,PRD-2020-SKU-08594,medical_devices,WO-2020-58590,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,151.657,18.199,131.84,222.76,149.29,181.69,0.12,WC-001,156.69,93.93,WC-003,120.05,231,155,154,1,0,1,23.72,31.61,0.7504,99.9321,155,3.1,9,-32.9,2.1,440.6,392.2,0.8901,0.7503,0.9935,0.6636,20.3,30.59,48.4,51.6,1,reduced_speed,average,performance_loss,0.0,0,48.4,0.0,2,220.3,24.2,39.0,yes,39.0,0.0,9.5,0.0,0.0,0.0,no,corrective,7.3,6.8,12,10,92.2,semi_skilled,14.6,0.0,no,no,71.6,SUP-003,679.0,4.7,1.07,1.08,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9321,97.3403,275.0,1.786,60.7,31.8,,7.0,115.5,1361.12,3362.15,26.77,0.0,6.69,250,12100.0,2426.69,72.1,57.6144
MFG-LINE-PLT-001-01,PLT-001,WC-001,SHF-PLT-001-20240624-2,2024-06-24,2,455.2,PRD-2024-SKU-05135,pharmaceutical,WO-2024-44532,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.806,0.744,22.35,33.93,24.5,26.03,0.03,WC-001,25.22,92.44,WC-009,0.0,1338,1101,1100,1,0,1,145.11,176.47,0.8223,99.99,1101,5.7,14,-17.71,20.71,455.2,455.2,1.0,0.8223,0.9991,0.8215,25.97,31.61,0.0,237.9,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,455.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,4.5,8,7,71.1,skilled,2.7,0.0,no,no,37.1,SUP-019,77.0,5.28,1.26,1.39,contamination,labelling,automated_vision,no,no,no,no,99.99,99.1351,1203.4,1.094,253.1,79.5,,8.5,505.4,2676.22,2141.47,36.28,0.0,9.07,300,0.0,9.07,51.8,40.6927
MFG-LINE-PLT-008-02,PLT-008,WC-042,SHF-PLT-008-20240715-1,2024-07-15,1,452.9,PRD-2024-SKU-09260,medical_devices,WO-2024-29491,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,41.882,3.351,36.56,113.63,42.37,47.41,0.08,WC-004,43.74,94.95,WC-006,0.0,701,475,474,1,0,1,85.83,93.02,0.9227,99.9416,475,0.1,0,-32.24,3.3,452.9,412.8,0.9115,0.7421,0.9979,0.675,21.23,31.45,40.1,165.1,1,idling_minor_stops,average,performance_loss,80.8,3,40.1,0.0,2,226.5,20.1,30.7,yes,0.0,30.7,9.5,0.0,0.0,0.0,no,preventive,8.4,5.9,23,19,83.4,multi_skilled,15.0,0.0,no,no,33.8,SUP-198,584.0,4.75,1.08,1.16,contamination,functional_failure,automated_vision,yes,no,no,no,99.9416,97.0363,323.7,0.683,61.9,20.1,,8.9,136.0,6876.36,11181.95,51.32,0.0,12.83,250,10025.0,2017.83,29.9,89.526
MFG-LINE-PLT-004-01,PLT-004,WC-011,SHF-PLT-004-20210423-1,2021-04-23,1,427.6,PRD-2021-SKU-05584,industrial_machinery,WO-2021-94023,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,269.685,13.484,248.22,781.42,270.26,291.93,0.05,WC-008,281.28,94.82,WC-003,252.5,122,76,75,1,0,1,13.31,17.19,0.7743,99.8112,76,3.2,8,-37.7,0.7,427.6,342.5,0.801,0.7743,0.9868,0.6121,18.18,29.7,85.1,22.2,1,idling_minor_stops,average,performance_loss,0.0,0,85.1,0.0,7,61.1,12.2,24.5,no,12.5,18.4,24.5,21.0,8.7,0.0,no,predictive,28.6,5.8,17,15,89.2,semi_skilled,6.2,0.0,no,no,42.2,SUP-196,1888.0,4.4,0.97,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8112,98.3375,88.5,1.18,23.8,10.4,,9.2,37.2,5866.52,11110.45,63.31,0.0,15.83,100,8510.0,1717.83,53.2,290.5137
MFG-LINE-PLT-004-07,PLT-004,WC-032,SHF-PLT-004-20241224-2,2024-12-24,2,442.4,PRD-2024-SKU-05057,industrial_machinery,WO-2024-51616,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,242.461,12.123,206.8,442.11,238.02,262.46,0.05,WC-004,249.55,93.57,WC-003,224.41,133,98,97,1,0,1,14.83,18.05,0.8216,99.9397,98,2.8,9,-26.32,0.73,442.4,415.7,0.9396,0.7834,0.9898,0.7286,22.39,30.72,26.7,27.1,1,idling_minor_stops,good,performance_loss,19.2,1,26.7,0.0,3,147.5,8.9,12.7,no,0.0,0.0,12.7,13.9,0.0,0.0,no,preventive,22.9,5.8,19,18,71.3,skilled,0.0,0.0,no,no,10.4,SUP-122,603.0,4.74,1.08,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9397,97.6526,297.8,3.07,67.5,36.2,,8.0,125.1,5067.05,6260.35,23.06,0.0,5.76,100,2670.0,539.76,53.4,140.0751
MFG-LINE-PLT-010-02,PLT-010,WC-018,SHF-PLT-010-20220815-2,2022-08-15,2,439.7,PRD-2022-SKU-01463,industrial_machinery,WO-2022-43561,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,342.434,64.72,306.75,694.19,343.0,449.22,0.189,WC-005,365.61,97.06,WC-004,330.05,88,53,51,2,0,2,10.41,12.38,0.8409,98.0856,53,0.6,1,-39.77,6.96,439.7,435.1,0.9895,0.5906,0.9623,0.5623,17.17,30.54,4.6,36.7,2,idling_minor_stops,average,performance_loss,129.8,3,4.6,0.0,1,439.7,4.6,4.6,no,0.0,0.0,0.0,0.0,4.6,0.0,no,preventive,32.7,6.0,1,1,82.0,skilled,0.7,1.5,no,no,72.6,SUP-102,19144.0,3.57,0.69,0.7,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,98.0856,95.6097,130.9,2.566,35.5,10.6,,8.3,55.0,188.8,352.63,68.62,0.0,34.31,100,460.0,126.31,59.0,81.9273
MFG-LINE-PLT-002-04,PLT-002,WC-013,SHF-PLT-002-20240522-2,2024-05-22,2,438.6,PRD-2024-SKU-06528,electronics_pcb,WO-2024-63811,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.723,2.807,14.6,23.25,15.98,20.35,0.178,WC-005,19.83,99.9,WC-002,0.0,1863,1059,1057,2,1,1,228.88,255.32,0.8964,99.8434,1060,0.1,0,-43.16,144.6,438.6,307.1,0.7002,0.8104,0.9981,0.5663,17.25,30.46,131.5,247.8,2,equipment_failure,average,availability_loss,29.5,1,131.5,0.0,5,87.7,26.3,48.3,yes,87.9,21.4,0.0,16.5,5.8,0.0,no,predictive,15.6,7.2,1,1,93.1,multi_skilled,13.7,0.4,no,no,41.1,SUP-032,1566.0,4.45,0.98,1.13,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8434,96.9741,916.4,0.867,240.0,103.4,,7.8,384.9,458.25,955.55,4.56,4.56,1.14,150,19725.0,3950.7,59.2,5.9062
MFG-LINE-PLT-008-01,PLT-008,WC-022,SHF-PLT-008-20240929-1,2024-09-29,1,464.2,PRD-2024-SKU-05406,medical_devices,WO-2024-13081,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,143.276,17.193,134.19,379.1,143.74,171.64,0.12,WC-001,161.17,99.9,WC-003,111.67,244,149,148,1,0,1,25.11,31.61,0.7944,99.9696,149,3.0,11,-38.93,2.73,424.8,413.8,0.9741,0.6835,0.9933,0.6613,19.51,29.5,11.0,69.0,1,reduced_speed,average,performance_loss,97.2,3,11.0,39.4,2,232.1,5.5,8.3,no,8.3,0.0,0.0,0.0,2.7,0.0,yes,preventive,7.3,7.0,8,7,78.9,semi_skilled,4.6,0.9,yes,no,36.9,SUP-170,304.0,4.93,1.14,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9696,99.37,196.5,1.328,48.3,24.8,,7.8,82.5,2539.33,2976.15,15.24,0.0,3.81,250,2750.0,553.81,35.7,52.6097
MFG-LINE-PLT-005-03,PLT-005,WC-045,SHF-PLT-005-20200531-3,2020-05-31,3,479.5,PRD-2020-SKU-03003,automotive_body,WO-2020-60425,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,81.808,4.09,70.38,240.56,82.81,88.56,0.05,WC-002,85.06,94.52,WC-001,18.21,508,220,219,1,0,1,43.99,63.6,0.6917,99.9532,220,1.7,4,-56.69,2.74,479.5,300.0,0.6257,0.6917,0.9955,0.4308,14.35,33.3,179.5,98.1,1,equipment_failure,poor,availability_loss,0.0,0,179.5,0.0,6,79.9,29.9,70.4,yes,126.6,29.9,0.0,13.3,0.0,9.7,no,corrective,32.9,4.8,14,10,83.8,semi_skilled,22.3,0.0,no,no,52.0,SUP-051,468.0,4.81,1.1,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9532,98.305,508.7,2.323,120.0,37.0,10.2,8.1,213.7,4881.14,4508.72,38.54,0.0,9.63,200,35900.0,7189.63,54.1,81.5921
MFG-LINE-PLT-003-02,PLT-003,WC-005,SHF-PLT-003-20200607-1,2020-06-07,1,445.2,PRD-2020-SKU-03738,electronics_pcb,WO-2020-59163,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,60.728,7.287,55.01,152.13,62.64,72.75,0.12,WC-001,64.57,96.66,WC-001,0.0,730,402,401,1,0,1,59.19,98.63,0.6001,99.7616,402,0.3,0,-44.93,18.01,445.2,407.5,0.9153,0.6001,0.9975,0.5479,16.94,30.92,37.7,267.9,1,reduced_speed,average,performance_loss,0.0,0,37.7,0.0,3,148.4,12.6,14.4,no,0.0,0.0,24.9,12.8,0.0,0.0,no,preventive,24.8,5.8,4,3,63.8,trainee,14.7,0.0,no,yes,47.5,SUP-067,2384.0,4.32,0.94,1.02,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7616,97.0168,467.2,1.165,92.1,24.0,,7.1,196.2,1242.09,1059.73,11.65,0.0,2.91,150,5655.0,1133.91,27.8,17.4193
MFG-LINE-PLT-010-04,PLT-010,WC-004,SHF-PLT-010-20200206-3,2020-02-06,3,479.2,PRD-2020-SKU-01425,industrial_machinery,WO-2020-05057,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,372.611,44.713,333.45,472.68,401.64,446.39,0.12,WC-003,412.97,99.9,WC-001,358.99,108,55,54,1,0,1,9.6,13.62,0.7048,99.849,55,0.0,0,-49.07,0.45,479.2,433.7,0.905,0.5587,0.9818,0.4964,16.52,33.27,45.5,43.4,1,idling_minor_stops,poor,performance_loss,90.0,3,45.5,0.0,2,239.6,22.7,34.2,yes,34.2,0.0,0.0,0.0,11.2,0.0,no,emergency,14.7,5.7,18,15,60.1,semi_skilled,15.7,0.6,no,no,18.1,SUP-191,1510.0,4.47,0.99,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.849,99.8369,224.3,4.154,41.9,31.0,,7.2,94.2,3530.01,7087.16,60.6,0.0,15.15,100,4550.0,925.15,56.8,258.3365
MFG-LINE-PLT-006-02,PLT-006,WC-023,SHF-PLT-006-20210613-2,2021-06-13,2,463.8,PRD-2021-SKU-02417,food_beverage,WO-2021-35425,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.17,0.86,6.1,13.93,7.05,8.59,0.12,WC-014,7.77,98.57,WC-007,0.0,4213,2766,2764,2,0,2,501.99,545.45,0.9203,99.9342,2766,0.2,0,-34.35,25.54,463.8,344.8,0.7434,0.8825,0.9993,0.6556,21.11,32.2,119.0,368.3,2,equipment_failure,average,availability_loss,14.1,1,119.0,0.0,6,77.3,19.8,35.7,yes,61.7,41.0,0.0,0.0,16.3,0.0,no,corrective,15.5,6.4,17,14,89.3,expert,12.9,0.0,no,no,36.4,SUP-066,658.0,4.71,1.07,1.21,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9342,97.4384,1716.4,0.621,318.6,204.0,,6.9,720.9,2271.55,3332.92,6.19,0.0,3.1,80,9520.0,1907.1,55.7,8.2221
MFG-LINE-PLT-001-01,PLT-001,WC-024,SHF-PLT-001-20210426-1,2021-04-26,1,435.5,PRD-2021-SKU-02300,pharmaceutical,WO-2021-01038,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.199,0.696,21.43,53.59,22.96,24.35,0.03,WC-010,23.58,92.41,WC-006,0.0,1280,573,572,1,0,1,155.11,176.47,0.879,99.99,573,0.8,1,-55.23,4.15,435.5,352.4,0.8092,0.5528,0.9983,0.4466,13.51,30.24,83.1,463.5,1,reduced_speed,poor,performance_loss,130.7,3,83.1,0.0,4,108.9,20.8,30.0,no,34.6,0.0,0.0,18.6,0.0,30.0,no,preventive,26.8,6.0,20,19,82.0,skilled,4.8,0.0,no,yes,51.0,SUP-049,41.0,5.44,1.31,1.44,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.254,1184.0,2.07,260.6,165.2,,7.2,497.3,4612.21,9801.02,7.08,0.0,1.77,300,24930.0,4987.77,25.6,32.2903
MFG-LINE-PLT-002-04,PLT-002,WC-012,SHF-PLT-002-20220221-1,2022-02-21,1,430.4,PRD-2022-SKU-03949,electronics_pcb,WO-2022-18642,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.978,3.838,15.42,49.03,18.23,24.31,0.213,WC-002,23.52,99.9,WC-004,0.0,1828,1180,1177,3,1,2,200.19,255.32,0.7841,99.8246,1181,0.4,1,-35.45,20.51,430.4,391.6,0.9098,0.7082,0.9975,0.6427,19.21,29.89,38.8,486.2,3,reduced_speed,average,performance_loss,37.9,2,38.8,0.0,2,215.2,19.4,20.8,no,20.8,0.0,18.0,0.0,0.0,0.0,no,corrective,15.6,6.3,9,8,94.3,semi_skilled,6.0,0.0,no,no,56.6,SUP-059,1754.0,4.42,0.97,0.98,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8246,97.2928,840.4,0.714,183.4,107.3,,8.2,353.0,3525.81,3843.7,5.9,5.9,2.95,150,5820.0,1172.85,28.0,12.1763
MFG-LINE-PLT-004-03,PLT-004,WC-047,SHF-PLT-004-20230906-3,2023-09-06,3,457.9,PRD-2023-SKU-04212,industrial_machinery,WO-2023-47209,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,167.73,8.387,145.65,261.65,171.09,181.57,0.05,WC-001,168.46,91.3,WC-002,140.64,206,120,119,1,0,1,21.41,27.09,0.7903,99.8994,120,2.3,8,-41.75,1.42,457.9,408.5,0.8921,0.6507,0.9917,0.5756,18.3,31.8,49.4,64.4,1,idling_minor_stops,average,performance_loss,72.2,2,49.4,0.0,4,114.5,12.4,19.6,no,0.0,0.0,0.0,0.0,49.4,0.0,no,corrective,22.2,6.5,13,11,89.1,skilled,8.1,0.0,no,no,70.3,SUP-130,1006.0,4.59,1.03,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8994,97.6221,389.1,3.27,83.7,32.0,,7.8,163.4,2730.38,5190.1,24.46,0.0,6.12,100,4940.0,994.12,39.5,91.2242
MFG-LINE-PLT-006-02,PLT-006,WC-036,SHF-PLT-006-20200905-2,2020-09-05,2,423.6,PRD-2020-SKU-05449,food_beverage,WO-2020-16491,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.327,0.879,6.25,21.05,7.43,8.78,0.12,WC-020,8.23,99.9,WC-006,0.0,3843,2699,2693,6,3,3,491.18,545.45,0.9005,99.805,2702,1.0,2,-29.77,76.29,423.6,329.7,0.7783,0.9005,0.9978,0.6993,20.57,29.42,93.9,298.2,6,setup_adjustment,average,availability_loss,0.0,0,93.9,0.0,5,84.7,18.8,53.1,yes,53.1,0.0,34.7,0.0,0.0,6.1,no,corrective,15.5,6.1,6,5,86.5,multi_skilled,8.1,0.0,no,no,82.4,SUP-134,1950.0,4.39,0.96,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.805,97.9636,1621.2,0.602,334.6,186.0,,7.0,680.9,642.06,1265.45,4.81,14.43,3.61,80,7512.0,1520.44,36.1,5.529
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20231110-2,2023-11-10,2,440.2,PRD-2023-SKU-09933,industrial_machinery,WO-2023-69300,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,265.29,50.14,230.92,729.09,258.81,348.02,0.189,WC-002,234.1,80.22,WC-001,249.29,116,67,66,1,0,1,13.45,16.0,0.8406,99.6709,67,1.0,2,-42.24,1.0,440.2,332.3,0.7549,0.7562,0.9851,0.5623,17.19,30.57,107.9,21.6,1,equipment_failure,average,availability_loss,33.4,1,107.9,0.0,3,146.7,36.0,85.1,yes,85.1,16.0,0.0,6.8,0.0,0.0,no,preventive,6.1,6.5,11,9,65.5,skilled,11.7,0.0,no,no,37.8,SUP-065,3291.0,4.22,0.91,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6709,99.2524,225.4,3.415,55.3,25.1,,7.7,94.7,3840.98,4647.87,43.33,0.0,10.83,100,10790.0,2168.83,25.9,172.6055
MFG-LINE-PLT-003-05,PLT-003,WC-013,SHF-PLT-003-20241103-1,2024-11-03,1,463.3,PRD-2024-SKU-01282,electronics_pcb,WO-2024-35417,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.048,4.806,34.19,112.85,40.56,47.98,0.12,WC-004,41.86,95.02,WC-003,0.0,710,580,579,1,0,1,89.78,92.07,0.9751,99.9888,580,1.0,2,-18.31,3.57,447.0,392.6,0.9787,0.9754,0.9993,0.954,26.2,31.04,54.4,22.5,1,equipment_failure,world_class,availability_loss,21.3,1,54.4,16.3,3,154.4,18.1,20.8,no,19.3,20.8,14.4,0.0,0.0,0.0,yes,emergency,2.5,9.0,22,21,64.1,expert,1.5,0.0,no,no,33.2,SUP-101,111.6,6.0,1.8,1.32,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9888,97.4311,558.2,0.964,111.0,70.1,,7.6,234.4,6627.2,5483.69,23.77,0.0,5.94,150,8160.0,1637.94,33.8,44.728
MFG-LINE-PLT-002-01,PLT-002,WC-002,SHF-PLT-002-20210508-3,2021-05-08,3,461.0,PRD-2021-SKU-04593,electronics_pcb,WO-2021-05431,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,69.239,3.462,59.89,189.72,70.35,74.95,0.05,WC-002,71.1,93.35,WC-001,0.0,724,219,218,1,0,1,51.93,94.49,0.5496,99.8412,219,4.2,12,-69.75,1.49,461.0,286.5,0.6214,0.4855,0.9954,0.3003,9.61,32.01,174.5,232.1,1,idling_minor_stops,poor,performance_loss,33.4,1,174.5,0.0,6,76.8,29.1,62.3,yes,147.3,13.6,0.0,13.7,0.0,0.0,no,corrective,26.7,5.5,22,19,73.0,trainee,9.2,0.0,no,no,79.4,SUP-063,1588.0,4.45,0.98,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8412,97.0513,45.1,0.207,9.3,6.1,,9.5,18.9,7617.0,16832.9,33.13,0.0,8.28,150,26175.0,5243.28,31.2,145.4375
MFG-LINE-PLT-004-04,PLT-004,WC-006,SHF-PLT-004-20220213-2,2022-02-13,2,422.1,PRD-2022-SKU-07162,industrial_machinery,WO-2022-91712,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,332.49,59.35,287.25,847.72,329.82,430.42,0.178,WC-001,356.24,97.4,WC-002,320.06,87,67,66,1,0,1,10.79,12.43,0.8681,99.8365,67,0.5,1,-22.99,0.67,422.1,394.8,0.9353,0.8194,0.9851,0.7549,22.13,29.31,27.3,14.8,1,reduced_speed,good,performance_loss,22.3,1,27.3,0.0,3,140.7,9.1,12.2,no,0.0,19.9,0.0,7.4,0.0,0.0,no,preventive,24.6,5.1,16,14,60.9,multi_skilled,6.3,0.0,no,no,65.2,SUP-100,1635.0,4.44,0.98,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8365,98.0485,176.6,2.676,47.8,19.8,,8.2,74.2,6257.69,11061.97,35.76,0.0,8.94,100,2730.0,554.94,37.2,298.7209
MFG-LINE-PLT-007-02,PLT-007,WC-022,SHF-PLT-007-20240205-2,2024-02-05,2,469.5,PRD-2024-SKU-06453,industrial_machinery,WO-2024-33666,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,282.367,33.884,264.38,606.18,295.49,338.28,0.12,WC-002,298.3,96.04,WC-001,266.83,121,92,91,1,0,1,12.69,15.54,0.8166,99.7567,92,0.0,0,-23.97,0.65,469.5,435.0,0.9265,0.8163,0.9891,0.7481,24.39,32.61,34.5,20.7,1,reduced_speed,good,performance_loss,0.0,0,34.5,0.0,2,234.8,17.2,28.8,no,28.8,0.0,0.0,5.7,0.0,0.0,no,corrective,32.8,5.2,21,18,62.7,skilled,13.2,0.0,no,yes,72.0,SUP-197,2433.0,4.32,0.94,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7567,97.7087,415.6,4.567,103.7,53.5,,7.0,174.6,4316.03,9685.39,24.22,0.0,6.05,100,3450.0,696.05,59.6,178.3479
MFG-LINE-PLT-007-02,PLT-007,WC-045,SHF-PLT-007-20200818-1,2020-08-18,1,466.7,PRD-2020-SKU-06436,industrial_machinery,WO-2020-38304,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,296.075,35.529,260.53,849.6,289.4,354.7,0.12,WC-001,307.52,94.42,WC-002,280.53,120,74,73,1,0,1,12.02,15.54,0.7735,99.721,74,0.8,1,-38.33,0.47,466.7,369.5,0.7917,0.773,0.9865,0.6038,19.57,32.41,97.2,21.7,1,idling_minor_stops,average,performance_loss,0.0,0,97.2,0.0,6,77.8,16.2,27.7,no,21.9,15.3,14.3,0.0,18.0,27.7,no,corrective,32.8,5.0,21,20,62.2,semi_skilled,0.9,0.0,no,no,56.9,SUP-001,2790.0,4.27,0.92,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.721,98.0679,268.3,3.675,47.0,19.4,,7.6,112.7,4640.18,4571.48,58.76,0.0,14.69,100,9720.0,1958.69,56.4,185.7521
MFG-LINE-PLT-008-01,PLT-008,WC-010,SHF-PLT-008-20230808-3,2023-08-08,3,473.5,PRD-2023-SKU-06346,medical_devices,WO-2023-24637,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,129.492,15.539,120.77,183.69,127.49,155.13,0.12,WC-001,136.34,95.72,WC-002,97.88,249,149,148,1,0,1,27.78,31.61,0.8788,99.9868,149,0.3,1,-40.16,1.88,473.5,390.3,0.8243,0.7247,0.9933,0.5933,19.51,32.88,83.2,56.6,1,idling_minor_stops,average,performance_loss,68.4,4,83.2,0.0,3,157.8,27.7,61.1,yes,61.1,0.0,14.2,0.0,8.0,0.0,no,predictive,7.3,6.3,12,10,78.8,expert,8.7,0.1,yes,no,19.8,SUP-049,132.0,5.15,1.22,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9868,97.392,188.6,1.274,40.1,24.9,,7.9,79.2,3729.38,8959.52,21.09,0.0,5.27,250,20800.0,4165.27,74.8,106.9683
MFG-LINE-PLT-005-04,PLT-005,WC-042,SHF-PLT-005-20200415-1,2020-04-15,1,474.9,PRD-2020-SKU-05557,automotive_body,WO-2020-91245,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,76.535,9.184,71.77,178.21,75.57,91.69,0.12,WC-003,77.84,92.45,WC-001,0.0,610,233,232,1,0,1,47.02,77.25,0.6087,99.8971,233,4.0,14,-61.8,14.65,474.9,363.3,0.765,0.4981,0.9957,0.3794,12.51,32.98,111.6,234.8,1,idling_minor_stops,poor,performance_loss,66.0,2,111.6,0.0,5,95.0,22.3,36.2,yes,69.8,19.6,0.0,0.0,22.2,0.0,no,corrective,15.6,5.9,3,2,70.8,trainee,6.9,0.0,no,no,87.5,SUP-048,1029.0,4.58,1.03,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8971,97.3745,388.4,1.674,78.1,22.2,7.8,8.7,163.1,821.93,970.15,101.31,0.0,25.33,200,22320.0,4489.33,72.7,109.4712
MFG-LINE-PLT-008-02,PLT-008,WC-013,SHF-PLT-008-20240903-2,2024-09-03,2,449.7,PRD-2024-SKU-01351,medical_devices,WO-2024-58931,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.016,3.601,42.3,113.65,45.81,50.96,0.08,WC-002,51.42,99.9,WC-006,0.0,697,526,525,1,0,1,79.97,93.02,0.8597,99.989,526,0.0,0,-24.53,4.12,449.7,414.7,0.9222,0.8181,0.9981,0.753,23.52,31.23,35.0,116.9,1,idling_minor_stops,good,performance_loss,20.0,1,35.0,0.0,2,224.8,17.5,23.4,no,11.6,0.0,0.0,23.4,0.0,0.0,no,preventive,8.4,7.8,20,17,94.8,skilled,14.2,0.0,no,yes,41.2,SUP-190,110.0,5.19,1.23,1.32,contamination,functional_failure,automated_vision,no,no,no,no,99.989,97.9758,743.4,1.416,193.4,49.2,,7.6,312.2,3516.02,5674.62,37.57,0.0,9.39,250,8750.0,1759.39,64.6,55.1475
MFG-LINE-PLT-003-05,PLT-003,WC-022,SHF-PLT-003-20230503-1,2023-05-03,1,446.7,PRD-2023-SKU-02590,electronics_pcb,WO-2023-63720,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,62.345,7.481,57.61,149.23,64.88,74.69,0.12,WC-001,66.6,97.12,WC-005,0.0,684,340,339,1,0,1,57.66,92.07,0.6263,99.8287,340,0.4,0,-50.29,6.51,446.7,380.9,0.8527,0.5817,0.9971,0.4946,15.34,31.02,65.8,244.5,1,reduced_speed,poor,performance_loss,27.1,1,65.8,0.0,5,89.3,13.2,20.2,no,0.0,46.9,18.9,0.0,0.0,0.0,no,predictive,2.5,7.4,9,7,79.2,trainee,13.3,0.0,no,no,72.5,SUP-065,1713.0,4.43,0.98,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8287,97.2325,186.8,0.551,40.2,16.2,,8.6,78.5,3371.28,5188.4,9.02,0.0,2.25,150,9870.0,1976.25,53.8,34.2964
MFG-LINE-PLT-010-02,PLT-010,WC-032,SHF-PLT-010-20241229-2,2024-12-29,2,456.4,PRD-2024-SKU-08269,industrial_machinery,WO-2024-32901,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,330.109,58.924,309.51,690.32,348.18,427.33,0.178,WC-003,370.11,99.9,WC-001,317.73,93,75,74,1,0,1,10.9,12.38,0.8805,99.7276,75,0.3,0,-19.35,0.75,456.4,412.7,0.9043,0.8811,0.9867,0.7861,24.92,31.69,43.7,10.1,1,idling_minor_stops,good,performance_loss,0.0,0,43.7,0.0,4,114.1,10.9,12.2,no,9.4,22.4,0.0,11.9,0.0,0.0,no,preventive,32.7,5.0,15,13,83.7,multi_skilled,13.1,0.0,no,no,17.6,SUP-180,2724.0,4.28,0.93,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.7276,99.2625,196.2,2.652,37.2,17.1,,8.2,82.4,4747.51,7914.85,29.8,0.0,7.45,100,4370.0,881.45,49.4,201.3157
MFG-LINE-PLT-004-01,PLT-004,WC-019,SHF-PLT-004-20241124-3,2024-11-24,3,470.8,PRD-2024-SKU-05188,industrial_machinery,WO-2024-30688,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,267.105,13.355,252.68,476.03,262.03,289.14,0.05,WC-001,283.6,96.52,WC-008,249.92,134,64,63,1,0,1,13.47,17.19,0.7836,99.9075,64,0.4,1,-52.24,8.03,470.8,363.6,0.7723,0.6143,0.9844,0.467,15.27,32.7,107.2,40.2,1,idling_minor_stops,poor,performance_loss,78.5,4,107.2,0.0,7,67.3,15.3,23.2,no,16.2,23.2,43.4,0.0,7.1,17.3,no,emergency,28.6,5.6,1,1,87.1,skilled,24.8,1.1,no,no,45.4,SUP-049,925.0,4.61,1.04,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9075,99.2373,240.2,3.812,50.0,31.2,,7.5,100.9,447.43,984.48,50.47,0.0,12.62,100,10720.0,2156.62,38.4,73.9998
MFG-LINE-PLT-004-07,PLT-004,WC-047,SHF-PLT-004-20210913-1,2021-09-13,1,479.9,PRD-2021-SKU-06410,industrial_machinery,WO-2021-99713,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,223.175,11.159,209.72,368.36,221.68,241.59,0.05,WC-003,225.21,91.74,WC-002,205.12,144,57,56,1,0,1,16.06,18.05,0.8898,99.9561,57,2.2,7,-60.42,0.64,479.9,212.9,0.4437,0.8896,0.9825,0.3878,12.92,33.33,267.0,7.1,1,setup_adjustment,poor,availability_loss,0.0,0,266.94167430742624,0.0,4,120.0,15.0,266.94167430742624,yes,44.4,0.0,0.0,5.5,9.9,0.0,no,corrective,22.9,2.6,13,11,62.3,expert,14.7,1.2,no,no,35.4,SUP-036,439.0,4.83,1.11,1.24,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9561,98.6812,134.4,2.4,28.5,18.7,,8.4,56.4,1917.12,2692.12,43.22,0.0,10.8,100,26694.17,5349.63,60.6,126.2996
MFG-LINE-PLT-010-02,PLT-010,WC-033,SHF-PLT-010-20200427-3,2020-04-27,3,457.8,PRD-2020-SKU-09389,industrial_machinery,WO-2020-20221,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,377.845,71.413,343.89,783.51,381.15,495.68,0.189,WC-003,395.27,95.1,WC-004,365.47,94,53,52,1,0,1,9.35,12.38,0.7553,99.7762,53,0.9,2,-43.62,0.32,457.8,340.0,0.7427,0.7557,0.9811,0.5506,17.51,31.79,117.8,17.1,1,setup_adjustment,average,availability_loss,0.0,0,117.8,0.0,5,91.6,23.6,56.3,yes,95.2,12.8,0.0,6.5,3.2,0.0,no,preventive,32.7,4.6,22,21,69.4,skilled,4.4,0.0,no,yes,19.9,SUP-041,2238.0,4.34,0.95,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7762,98.7786,156.4,3.007,27.2,11.0,,8.0,65.7,3366.44,4521.5,52.73,0.0,13.18,100,11780.0,2369.18,64.4,205.4352
MFG-LINE-PLT-001-01,PLT-001,WC-025,SHF-PLT-001-20240601-1,2024-06-01,1,432.7,PRD-2024-SKU-09694,pharmaceutical,WO-2024-57514,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.642,0.709,20.16,56.56,23.92,24.81,0.03,WC-002,24.2,93.05,WC-004,0.0,1272,952,951,1,0,1,152.17,176.47,0.8623,99.99,952,0.0,0,-25.16,7.33,432.7,375.4,0.8676,0.8623,0.9989,0.7473,22.45,30.05,57.3,152.0,1,idling_minor_stops,good,performance_loss,0.0,0,57.3,0.0,2,216.3,28.7,38.9,yes,38.9,0.0,18.4,0.0,0.0,0.0,no,corrective,26.8,4.5,22,18,60.2,skilled,13.9,0.0,no,no,57.7,SUP-199,69.0,5.31,1.27,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.8469,1112.7,1.17,250.8,143.8,,8.4,467.3,4478.26,9983.54,20.63,0.0,5.16,300,17190.0,3443.16,26.9,35.8586
MFG-LINE-PLT-004-03,PLT-004,WC-005,SHF-PLT-004-20211025-1,2021-10-25,1,453.3,PRD-2021-SKU-08667,industrial_machinery,WO-2021-88185,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,137.287,6.864,118.14,178.1,134.31,148.61,0.05,WC-003,144.45,95.65,WC-004,110.2,204,130,129,1,0,1,26.03,27.09,0.9609,99.9599,130,0.5,1,-36.27,1.0,453.3,299.7,0.6611,0.9609,0.9923,0.6304,19.84,31.48,153.6,5.3,1,setup_adjustment,average,availability_loss,0.0,0,153.6,0.0,5,90.7,30.7,73.4,yes,109.8,29.5,7.4,0.0,6.8,0.0,no,corrective,22.2,6.3,20,17,67.6,expert,14.2,0.0,no,no,19.1,SUP-181,401.0,4.85,1.12,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9599,98.2103,453.7,3.517,109.4,61.9,,7.7,190.6,4566.78,8647.54,44.07,0.0,11.02,100,15360.0,3083.02,62.5,146.8482
MFG-LINE-PLT-002-04,PLT-002,WC-041,SHF-PLT-002-20240702-2,2024-07-02,2,474.6,PRD-2024-SKU-07234,electronics_pcb,WO-2024-15356,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.735,2.754,14.32,45.07,14.91,20.28,0.175,WC-005,17.12,98.92,WC-004,0.0,2016,1492,1489,3,1,2,228.66,255.32,0.8956,99.8403,1493,0.7,2,-25.99,11.76,474.6,426.8,0.8993,0.8215,0.998,0.7373,24.3,32.96,47.8,324.2,3,idling_minor_stops,good,performance_loss,35.3,2,47.8,0.0,3,158.2,15.9,21.0,no,17.3,0.0,0.0,0.0,9.5,21.0,no,preventive,15.6,4.6,19,16,78.9,expert,11.9,0.0,no,no,45.8,SUP-075,1597.0,4.45,0.98,1.06,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8403,98.5069,1186.7,0.797,215.7,110.9,,8.0,498.4,4735.84,10841.32,10.9,10.9,5.45,150,7170.0,1450.35,33.4,21.3835
MFG-LINE-PLT-003-02,PLT-003,WC-049,SHF-PLT-003-20230911-3,2023-09-11,3,457.0,PRD-2023-SKU-08456,electronics_pcb,WO-2023-10519,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,50.423,6.051,47.35,66.28,47.39,60.41,0.12,WC-001,54.17,97.67,WC-001,0.0,749,520,519,1,0,1,71.38,98.63,0.7237,99.8225,520,3.9,9,-30.57,4.01,429.7,409.8,0.9537,0.772,0.9981,0.7348,21.93,29.84,19.9,153.6,1,idling_minor_stops,good,performance_loss,0.0,0,19.9,27.3,2,228.5,9.9,12.0,no,0.0,12.0,0.0,7.9,0.0,0.0,yes,preventive,24.8,7.4,18,17,82.9,semi_skilled,2.3,0.0,no,no,81.5,SUP-045,1775.0,4.42,0.97,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8225,98.7862,393.4,0.758,99.6,58.1,,8.1,165.2,6772.85,12007.04,12.59,0.0,3.15,150,2985.0,600.15,29.6,48.799
MFG-LINE-PLT-004-05,PLT-004,WC-041,SHF-PLT-004-20240520-2,2024-05-20,2,421.8,PRD-2024-SKU-02466,industrial_machinery,WO-2024-84492,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,200.752,10.038,181.3,412.96,199.03,217.31,0.05,WC-002,211.36,95.71,WC-003,176.96,167,98,97,1,0,1,17.84,23.79,0.7499,99.9308,98,4.2,9,-41.32,0.99,421.8,355.7,0.8433,0.6947,0.9898,0.5799,16.99,29.29,66.1,43.1,1,reduced_speed,average,performance_loss,26.1,1,66.1,0.0,4,105.5,16.5,43.2,yes,43.2,4.9,0.0,18.0,0.0,0.0,no,preventive,3.8,6.2,15,14,68.2,semi_skilled,5.2,0.0,no,yes,44.0,SUP-034,692.0,4.7,1.07,1.23,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9308,99.6749,278.5,2.871,77.1,41.7,,8.1,117.0,2752.54,3998.23,22.92,0.0,5.73,100,6610.0,1327.73,47.3,92.7519
MFG-LINE-PLT-007-02,PLT-007,WC-046,SHF-PLT-007-20230613-3,2023-06-13,3,430.0,PRD-2023-SKU-07408,industrial_machinery,WO-2023-03212,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,320.88,38.506,287.46,527.08,301.55,384.41,0.12,WC-002,282.43,80.02,WC-001,305.34,111,70,69,1,0,1,11.08,15.54,0.713,99.7546,70,0.1,0,-36.94,0.51,430.0,379.0,0.8814,0.713,0.9857,0.6195,18.5,29.86,51.0,28.2,1,idling_minor_stops,average,performance_loss,0.0,0,51.0,0.0,3,143.3,17.0,22.0,no,19.5,0.0,0.0,9.4,0.0,22.0,no,predictive,32.8,5.9,20,19,69.3,semi_skilled,0.5,0.0,no,yes,51.1,SUP-087,2454.0,4.31,0.94,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7546,97.398,189.4,2.745,48.5,17.2,,8.2,79.5,4243.74,4588.46,29.21,0.0,7.3,100,5100.0,1027.3,72.9,157.6362
MFG-LINE-PLT-004-01,PLT-004,WC-019,SHF-PLT-004-20240527-1,2024-05-27,1,444.5,PRD-2024-SKU-04348,industrial_machinery,WO-2024-63263,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,244.954,12.248,228.95,471.99,250.23,265.16,0.05,WC-010,251.95,93.5,WC-004,227.76,127,68,67,1,0,1,14.58,17.19,0.8482,99.9267,68,1.2,4,-46.46,0.39,444.5,301.5,0.6783,0.787,0.9853,0.526,16.24,30.87,143.0,18.4,1,setup_adjustment,average,availability_loss,21.7,1,143.0,0.0,3,148.2,47.7,96.0,yes,96.0,47.0,0.0,0.0,0.0,0.0,no,preventive,28.6,3.5,24,23,62.0,skilled,1.0,0.0,no,no,10.5,SUP-045,733.0,4.68,1.06,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9267,97.7767,258.3,3.855,64.4,16.2,,7.4,108.5,7416.89,9270.36,35.51,0.0,8.88,100,14300.0,2868.88,52.2,285.1034
MFG-LINE-PLT-006-01,PLT-006,WC-013,SHF-PLT-006-20240517-1,2024-05-17,1,424.4,PRD-2024-SKU-05315,food_beverage,WO-2024-64135,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.465,3.056,23.66,58.36,25.59,30.51,0.12,WC-006,26.94,96.17,WC-001,0.0,1034,798,797,1,0,1,141.36,146.34,0.966,99.9759,798,0.2,0,-22.82,5.93,384.8,342.8,0.9588,0.9536,0.9991,0.9135,22.69,26.73,42.0,38.2,1,equipment_failure,world_class,availability_loss,43.7,1,42.0,39.6,3,141.5,14.0,27.4,no,0.0,0.0,8.8,0.0,5.9,27.4,yes,preventive,33.4,9.9,20,19,74.2,expert,4.4,0.0,no,no,24.2,SUP-049,241.1,6.0,1.8,1.16,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9759,98.5257,306.0,0.384,82.2,25.5,,8.1,128.5,5106.77,12677.3,3.59,0.0,0.9,80,3360.0,672.9,52.7,25.9083
MFG-LINE-PLT-010-04,PLT-010,WC-021,SHF-PLT-010-20241212-3,2024-12-12,3,463.5,PRD-2024-SKU-02846,industrial_machinery,WO-2024-25637,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,322.47,38.696,302.33,419.78,329.24,386.32,0.12,WC-007,353.89,99.77,WC-004,308.85,104,73,72,1,0,1,11.04,13.62,0.8106,99.7624,73,3.8,10,-29.81,1.86,463.5,396.8,0.8561,0.8103,0.9863,0.6842,22.02,32.19,66.7,17.1,1,idling_minor_stops,average,performance_loss,0.0,0,66.7,0.0,3,154.5,22.2,28.7,no,28.7,20.1,0.0,0.0,0.0,17.8,no,predictive,14.7,6.7,7,5,64.8,skilled,20.2,0.0,no,no,49.5,SUP-090,2376.0,4.32,0.94,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7624,98.5089,181.2,2.517,46.2,10.8,,8.3,76.1,2258.15,2226.9,21.17,0.0,5.29,100,6670.0,1339.29,37.3,83.7564
MFG-LINE-PLT-004-06,PLT-004,WC-027,SHF-PLT-004-20200621-1,2020-06-21,1,466.9,PRD-2020-SKU-09116,industrial_machinery,WO-2020-23860,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,120.969,14.516,112.18,329.7,115.08,144.92,0.12,WC-002,121.81,91.54,WC-003,89.0,248,206,205,1,0,1,29.67,31.97,0.9281,99.9383,206,0.3,1,-16.94,2.2,466.9,458.2,0.9814,0.8438,0.9951,0.8241,26.72,32.42,8.7,38.1,1,reduced_speed,good,performance_loss,41.5,3,8.7,0.0,1,466.9,8.7,8.7,no,0.0,0.0,8.7,0.0,0.0,0.0,no,preventive,6.6,5.6,13,12,65.9,expert,2.0,1.2,no,no,83.0,SUP-126,617.0,4.73,1.08,1.18,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9383,97.3225,499.2,2.435,111.7,60.9,,8.4,209.7,2446.3,5800.28,75.49,0.0,18.87,100,870.0,192.87,33.3,116.0855
MFG-LINE-PLT-005-04,PLT-005,WC-034,SHF-PLT-005-20231008-2,2023-10-08,2,436.0,PRD-2023-SKU-02087,automotive_body,WO-2023-76608,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,64.744,7.769,61.49,106.76,64.54,77.56,0.12,WC-003,68.09,95.61,WC-001,0.0,560,320,319,1,0,1,55.44,77.25,0.7177,99.8865,320,0.5,1,-42.86,5.49,436.0,383.4,0.8793,0.6483,0.9969,0.5683,17.21,30.28,52.6,173.6,1,reduced_speed,average,performance_loss,37.1,1,52.6,0.0,4,109.0,13.1,19.3,no,43.8,0.0,0.0,8.8,0.0,0.0,no,corrective,15.6,5.0,9,8,74.0,semi_skilled,9.5,0.0,no,no,55.5,SUP-146,1135.0,4.55,1.02,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8865,97.228,895.4,2.807,169.3,74.5,17.9,7.8,376.1,2723.53,4957.15,89.55,0.0,22.39,200,10520.0,2126.39,59.3,113.9081
MFG-LINE-PLT-003-04,PLT-003,WC-011,SHF-PLT-003-20240905-2,2024-09-05,2,464.4,PRD-2024-SKU-09022,electronics_pcb,WO-2024-74138,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,28.677,1.434,25.74,52.27,28.9,31.04,0.05,WC-007,29.12,92.33,WC-008,0.0,1027,889,888,1,0,1,125.46,132.84,0.9444,99.9636,889,0.0,0,-13.44,5.22,464.4,425.2,0.9156,0.9444,0.9989,0.8637,27.85,32.25,39.2,52.3,1,setup_adjustment,world_class,availability_loss,0.0,0,39.2,0.0,4,116.1,9.8,19.1,no,0.0,17.8,19.1,0.0,2.4,0.0,no,preventive,11.0,7.7,24,22,64.3,expert,7.0,0.7,no,no,23.0,SUP-056,364.0,4.88,1.13,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9636,98.3249,858.7,0.967,210.3,88.5,,7.6,360.7,3983.98,4075.3,6.03,0.0,1.51,150,5880.0,1177.51,64.0,15.1126
MFG-LINE-PLT-009-02,PLT-009,WC-022,SHF-PLT-009-20230630-1,2023-06-30,1,455.1,PRD-2023-SKU-03454,automotive_body,WO-2023-48854,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,33.907,1.695,30.38,79.09,33.3,36.7,0.05,WC-002,35.04,93.94,WC-001,0.0,827,693,692,1,0,1,106.09,109.09,0.9725,99.9898,693,0.2,0,-16.2,91.22,455.1,391.9,0.8611,0.9725,0.9986,0.8362,26.43,31.61,63.2,19.6,1,equipment_failure,good,availability_loss,0.0,0,63.2,0.0,4,113.8,15.8,39.6,yes,39.6,18.0,0.0,5.5,0.0,0.0,no,preventive,14.2,7.5,2,1,90.1,expert,7.2,0.0,no,no,75.2,SUP-154,102.0,5.21,1.24,1.3,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9898,99.4055,1002.0,1.448,181.7,147.3,20.0,8.8,420.8,397.48,953.3,32.1,0.0,8.03,200,12640.0,2536.03,48.5,34.0984
MFG-LINE-PLT-007-01,PLT-007,WC-032,SHF-PLT-007-20201217-2,2020-12-17,2,445.3,PRD-2020-SKU-03907,industrial_machinery,WO-2020-40472,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,233.159,6.995,209.38,372.9,234.18,244.7,0.03,WC-009,235.41,91.79,WC-015,212.0,156,84,83,1,0,1,15.32,21.16,0.724,99.8893,84,0.4,0,-46.15,2.24,445.3,384.4,0.8632,0.6195,0.9881,0.5284,16.34,30.92,60.9,51.6,1,idling_minor_stops,average,performance_loss,55.4,2,60.9,0.0,4,111.3,15.2,28.8,no,13.2,10.4,0.0,0.0,0.0,37.3,no,preventive,27.1,5.6,6,5,87.0,semi_skilled,10.4,0.0,no,no,16.0,SUP-046,1107.0,4.56,1.02,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8893,98.7426,264.4,3.185,69.0,37.0,,7.9,111.0,1491.35,3247.97,95.83,0.0,23.96,100,6090.0,1241.96,41.8,154.0848
MFG-LINE-PLT-004-02,PLT-004,WC-020,SHF-PLT-004-20220325-2,2022-03-25,2,479.5,PRD-2022-SKU-02239,industrial_machinery,WO-2022-03277,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,383.675,104.072,356.96,1039.19,373.03,555.39,0.271,WC-001,477.11,99.9,WC-002,367.68,126,65,64,1,0,1,9.26,16.0,0.5787,98.8182,65,0.3,0,-48.41,8.01,479.5,437.0,0.9114,0.5578,0.9846,0.5005,16.67,33.3,42.5,51.5,1,idling_minor_stops,average,performance_loss,15.8,1,42.5,0.0,4,119.9,10.6,22.4,no,10.7,22.4,0.0,5.2,4.1,0.0,no,preventive,6.1,6.2,1,1,94.7,trainee,6.8,0.0,no,no,25.0,SUP-196,11818.0,3.76,0.75,0.83,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.8182,96.3153,136.1,2.126,31.6,7.6,,8.6,57.2,386.52,642.5,57.15,0.0,14.29,100,4250.0,864.29,68.6,74.1214
MFG-LINE-PLT-005-02,PLT-005,WC-001,SHF-PLT-005-20200607-1,2020-06-07,1,431.6,PRD-2020-SKU-09710,automotive_body,WO-2020-34488,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.2,4.176,45.56,88.15,53.01,59.09,0.08,WC-006,55.7,97.01,WC-001,0.0,545,466,465,1,0,1,68.96,75.79,0.9099,99.9857,466,0.6,1,-14.5,64.64,391.7,365.5,0.9331,1.0,0.9979,0.9311,25.33,27.2,26.2,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,26.2,39.9,1,431.6,26.2,26.2,no,0.0,26.2,0.0,0.0,0.0,0.0,yes,corrective,1.3,8.3,2,1,86.0,skilled,14.1,0.0,no,no,67.9,SUP-082,143.0,5.13,1.21,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9857,98.9571,1267.1,2.725,344.2,108.0,25.3,7.8,532.2,195.24,456.08,50.38,0.0,12.6,200,5240.0,1060.6,59.3,51.889
MFG-LINE-PLT-007-01,PLT-007,WC-048,SHF-PLT-007-20241115-1,2024-11-15,1,473.3,PRD-2024-SKU-07423,industrial_machinery,WO-2024-52902,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,177.808,5.334,164.54,505.84,178.78,186.61,0.03,WC-013,180.27,92.17,WC-008,156.65,166,141,140,1,0,1,20.19,21.16,0.9542,99.9672,141,0.2,0,-15.06,1.61,473.3,459.7,0.9713,0.8696,0.9929,0.8386,27.56,32.87,13.6,21.1,1,reduced_speed,good,performance_loss,40.6,1,13.6,0.0,1,473.3,13.6,13.6,no,0.0,13.6,0.0,0.0,0.0,0.0,no,corrective,27.1,5.6,12,11,74.5,expert,0.6,0.0,no,no,52.5,SUP-070,328.0,4.91,1.14,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9672,99.6535,454.6,3.247,84.9,31.6,,7.8,190.9,1712.78,1808.72,51.25,0.0,12.81,100,1360.0,284.81,25.6,76.7696
MFG-LINE-PLT-003-01,PLT-003,WC-045,SHF-PLT-003-20230804-2,2023-08-04,2,442.5,PRD-2023-SKU-02027,electronics_pcb,WO-2023-47308,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.956,1.148,20.82,35.93,22.98,24.85,0.05,WC-012,23.85,94.45,WC-006,0.0,1294,1051,1050,1,0,1,156.8,175.61,0.8929,99.9532,1051,1.8,3,-18.78,35.6,442.5,402.2,0.9089,0.8929,0.999,0.8108,24.91,30.73,40.3,126.1,1,reduced_speed,good,performance_loss,0.0,0,40.3,0.0,3,147.5,13.4,19.5,no,34.2,0.0,0.0,6.0,0.0,0.0,no,preventive,24.0,6.6,5,4,92.9,multi_skilled,1.7,0.0,no,no,63.5,SUP-196,468.0,4.81,1.1,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9532,98.1537,1758.8,1.675,396.5,161.8,,5.8,738.7,1001.95,1350.04,7.32,0.0,1.83,150,6045.0,1210.83,26.4,9.567
MFG-LINE-PLT-009-02,PLT-009,WC-023,SHF-PLT-009-20200416-2,2020-04-16,2,433.0,PRD-2020-SKU-01964,automotive_body,WO-2020-47504,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.855,1.793,33.27,66.29,36.33,38.81,0.05,WC-002,37.16,94.21,WC-001,0.0,787,644,643,1,0,1,100.31,109.09,0.9195,99.9886,644,1.1,3,-18.17,8.1,433.0,395.8,0.9141,0.895,0.9984,0.8168,24.56,30.07,37.2,75.6,1,reduced_speed,good,performance_loss,10.5,1,37.2,0.0,3,144.3,12.4,17.5,no,0.0,11.8,0.0,0.0,8.0,17.5,no,corrective,14.2,7.4,12,11,86.1,expert,0.4,1.8,no,no,24.5,SUP-096,114.0,5.19,1.23,1.39,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9886,97.7402,1292.4,2.01,247.7,187.7,25.8,8.4,542.8,4083.38,8639.57,25.41,0.0,6.35,200,7440.0,1494.35,42.0,45.2364
MFG-LINE-PLT-009-02,PLT-009,WC-047,SHF-PLT-009-20220502-1,2022-05-02,1,444.6,PRD-2022-SKU-01368,automotive_body,WO-2022-15325,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.138,1.907,33.68,53.21,37.58,41.28,0.05,WC-002,39.38,93.87,WC-001,0.0,808,421,420,1,0,1,94.24,109.09,0.8639,99.9799,421,3.2,11,-47.9,2.98,444.6,303.3,0.6822,0.7633,0.9976,0.5195,16.04,30.88,141.3,130.5,1,equipment_failure,average,availability_loss,35.3,1,141.3,0.0,7,63.5,20.2,38.9,yes,76.6,0.0,9.7,23.7,0.0,31.3,no,predictive,14.2,5.3,21,19,74.8,skilled,9.1,0.0,no,no,43.8,SUP-032,201.0,5.04,1.18,1.19,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9799,97.6722,1549.0,3.688,284.7,149.6,31.0,7.0,650.6,3085.16,4001.68,22.52,0.0,5.63,200,28260.0,5657.63,55.5,39.447
MFG-LINE-PLT-003-02,PLT-003,WC-010,SHF-PLT-003-20230102-1,2023-01-02,1,465.4,PRD-2023-SKU-06836,electronics_pcb,WO-2023-07432,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.525,5.583,40.1,112.35,46.81,55.74,0.12,WC-001,43.31,84.63,WC-001,0.0,758,455,450,5,1,4,77.34,98.63,0.7841,99.0871,456,1.2,4,-39.97,2.76,465.4,393.3,0.8451,0.7038,0.989,0.5882,19.01,32.32,72.1,191.5,5,reduced_speed,average,performance_loss,40.3,1,72.1,0.0,3,155.1,24.0,46.0,yes,0.0,26.1,0.0,0.0,0.0,46.0,no,emergency,24.8,6.5,22,21,60.3,semi_skilled,3.8,0.0,no,no,26.9,SUP-195,9129.0,3.86,0.79,0.79,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,no,no,99.0871,96.5246,152.6,0.339,28.2,21.6,,9.2,64.1,5097.22,8009.42,23.35,23.35,23.35,150,10815.0,2209.7,36.3,52.7353
MFG-LINE-PLT-001-01,PLT-001,WC-038,SHF-PLT-001-20200213-1,2020-02-13,1,425.6,PRD-2020-SKU-09278,pharmaceutical,WO-2020-81113,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.995,0.69,19.97,60.3,22.97,24.13,0.03,WC-010,23.62,93.38,WC-009,0.0,1251,717,716,1,0,1,156.42,176.47,0.8864,99.99,717,1.0,2,-42.69,50.48,425.6,359.7,0.8451,0.6778,0.9986,0.5721,16.91,29.55,65.9,340.8,1,reduced_speed,average,performance_loss,84.6,2,65.9,0.0,3,141.9,22.0,36.2,yes,36.2,20.1,9.6,0.0,0.0,0.0,no,corrective,26.8,5.2,3,2,83.1,skilled,11.9,0.0,no,no,77.2,SUP-124,41.0,5.44,1.31,1.34,contamination,labelling,automated_vision,no,no,no,no,99.99,97.0616,973.0,1.359,199.7,127.8,,8.2,408.7,319.04,434.59,23.48,0.0,5.87,300,19770.0,3959.87,71.8,24.5653
MFG-LINE-PLT-005-06,PLT-005,WC-011,SHF-PLT-005-20210517-1,2021-05-17,1,422.5,PRD-2021-SKU-02144,automotive_body,WO-2021-99892,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,79.6,3.98,69.04,126.66,79.24,86.17,0.05,WC-005,81.3,92.85,WC-008,31.6,337,217,216,1,0,1,45.18,48.0,0.9413,99.99,217,1.8,3,-35.61,2.36,422.5,332.2,0.7863,0.8166,0.9954,0.6391,18.75,29.34,90.3,48.7,1,setup_adjustment,average,availability_loss,44.0,1,90.3,0.0,6,70.4,15.1,30.7,yes,30.7,31.8,18.5,5.3,4.0,0.0,no,corrective,32.1,5.3,16,13,81.9,expert,13.6,0.0,no,no,15.8,SUP-125,47.0,5.41,1.3,1.46,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.6564,773.9,3.583,160.4,103.1,15.5,7.1,325.0,2893.35,5380.38,62.9,0.0,15.72,200,18060.0,3627.72,65.8,101.4955
MFG-LINE-PLT-009-02,PLT-009,WC-018,SHF-PLT-009-20200314-2,2020-03-14,2,460.6,PRD-2020-SKU-06398,automotive_body,WO-2020-39789,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.169,1.908,35.19,109.08,38.67,41.32,0.05,WC-003,39.3,93.6,WC-001,0.0,837,604,603,1,0,1,94.19,109.09,0.8634,99.9795,604,1.9,4,-27.84,9.82,460.6,412.7,0.896,0.8049,0.9983,0.72,23.03,31.99,47.9,146.4,1,reduced_speed,good,performance_loss,28.0,1,47.9,0.0,3,153.5,16.0,26.7,no,0.0,44.7,0.0,0.0,3.2,0.0,no,preventive,14.2,7.0,9,8,81.5,skilled,5.0,0.0,no,no,44.3,SUP-136,205.0,5.03,1.18,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9795,97.7181,1533.4,2.543,276.1,96.9,30.7,8.0,644.0,1917.33,2436.5,26.1,0.0,6.53,200,9580.0,1922.53,56.9,33.3636
MFG-LINE-PLT-003-04,PLT-003,WC-046,SHF-PLT-003-20220506-3,2022-05-06,3,422.5,PRD-2022-SKU-07437,electronics_pcb,WO-2022-44441,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.876,1.894,35.07,98.04,37.29,41.0,0.05,WC-007,39.02,93.64,WC-004,0.0,934,609,608,1,0,1,94.99,132.84,0.7151,99.9441,609,0.7,2,-34.8,4.8,422.5,395.8,0.9368,0.6949,0.9984,0.6499,19.07,29.34,26.7,267.4,1,idling_minor_stops,average,performance_loss,11.2,1,26.7,0.0,2,211.3,13.3,13.9,no,0.0,0.0,0.0,12.8,13.9,0.0,no,preventive,11.0,7.2,21,18,89.5,semi_skilled,13.8,1.5,no,no,62.0,SUP-144,559.0,4.76,1.09,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9441,98.21,586.7,0.965,133.4,45.9,,7.6,246.4,3070.19,2702.3,29.83,0.0,7.46,150,4005.0,808.46,45.7,39.3733
MFG-LINE-PLT-003-03,PLT-003,WC-043,SHF-PLT-003-20240610-1,2024-06-10,1,461.9,PRD-2024-SKU-02669,electronics_pcb,WO-2024-80978,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.081,0.554,9.57,24.21,11.24,12.0,0.05,WC-003,11.18,91.74,WC-002,0.0,2878,2087,2080,7,3,4,324.83,375.0,0.8662,99.7097,2090,0.0,0,-27.48,90.06,461.9,385.5,0.8346,0.8662,0.9966,0.7205,23.11,32.08,76.4,322.4,7,equipment_failure,good,availability_loss,0.0,0,76.4,0.0,4,115.5,19.1,37.7,yes,0.0,37.7,32.9,0.0,5.8,0.0,no,corrective,16.8,6.1,4,3,77.1,skilled,12.9,0.5,no,no,70.5,SUP-171,2903.0,4.26,0.92,0.94,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.7097,99.0179,2229.8,1.072,513.6,248.8,,7.3,936.5,994.83,1141.52,5.73,17.19,5.73,150,11460.0,2314.92,29.4,6.7764
MFG-LINE-PLT-007-01,PLT-007,WC-028,SHF-PLT-007-20240305-3,2024-03-05,3,444.3,PRD-2024-SKU-06965,industrial_machinery,WO-2024-13721,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,210.805,6.324,180.46,330.09,210.38,221.24,0.03,WC-006,216.27,93.27,WC-003,189.65,156,117,116,1,0,1,16.96,21.16,0.8015,99.9435,117,1.0,3,-25.0,2.61,444.3,430.5,0.9689,0.7705,0.9915,0.7402,22.84,30.86,13.8,34.9,1,reduced_speed,good,performance_loss,16.7,1,13.8,0.0,2,222.2,6.9,7.0,no,0.0,0.0,0.0,13.8,0.0,0.0,no,corrective,27.1,5.6,7,6,73.1,skilled,9.6,2.0,no,no,49.1,SUP-086,565.0,4.76,1.09,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9435,98.759,263.0,2.267,56.8,16.6,,8.5,110.5,909.1,1390.4,24.11,0.0,6.03,100,1380.0,282.03,36.9,44.1411
MFG-LINE-PLT-004-02,PLT-004,WC-018,SHF-PLT-004-20210127-1,2021-01-27,1,469.2,PRD-2021-SKU-04743,industrial_machinery,WO-2021-57700,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,242.239,43.24,217.93,302.83,238.38,313.59,0.178,WC-002,245.03,91.96,WC-001,226.24,124,107,106,1,0,1,14.83,16.0,0.9269,99.7751,107,0.4,0,-13.71,0.71,437.5,421.5,0.9634,0.9519,0.9907,0.9085,27.6,30.38,16.0,5.4,1,idling_minor_stops,world_class,performance_loss,20.4,2,16.0,31.7,1,469.2,16.0,16.0,no,16.0,0.0,0.0,0.0,0.0,0.0,yes,predictive,6.1,5.8,20,19,81.0,multi_skilled,0.3,0.0,no,no,10.9,SUP-124,2249.0,4.34,0.95,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7751,98.6604,143.3,1.352,32.0,8.5,,9.1,60.2,8722.33,18363.64,27.58,0.0,6.89,100,1600.0,326.89,60.2,283.3682
MFG-LINE-PLT-001-01,PLT-001,WC-042,SHF-PLT-001-20231204-1,2023-12-04,1,420.2,PRD-2023-SKU-08120,pharmaceutical,WO-2023-67568,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.714,0.681,20.18,60.71,22.44,23.84,0.03,WC-001,23.11,92.48,WC-003,0.0,1235,887,886,1,0,1,158.41,176.47,0.8977,99.99,887,0.8,2,-28.18,6.66,420.2,360.1,0.857,0.8374,0.9989,0.7168,20.92,29.18,60.1,172.2,1,reduced_speed,good,performance_loss,24.2,1,60.1,0.0,3,140.1,20.0,33.1,yes,38.8,0.0,0.0,0.0,0.0,21.3,no,preventive,26.8,6.6,20,19,83.9,skilled,4.4,0.0,no,no,56.1,SUP-003,30.0,5.51,1.34,1.48,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.2425,1143.8,1.291,250.2,104.0,,8.3,480.4,7033.63,8978.31,19.15,0.0,4.79,300,18030.0,3610.79,40.1,37.2438
MFG-LINE-PLT-004-05,PLT-004,WC-019,SHF-PLT-004-20221121-2,2022-11-21,2,472.6,PRD-2022-SKU-06760,industrial_machinery,WO-2022-51177,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,176.365,8.818,155.48,336.68,179.58,190.91,0.05,WC-005,185.61,95.68,WC-003,152.58,187,122,121,1,0,1,20.38,23.79,0.8567,99.9067,122,0.4,1,-34.76,1.02,472.6,400.4,0.8472,0.7683,0.9918,0.6456,21.19,32.82,72.2,36.8,1,idling_minor_stops,average,performance_loss,41.3,3,72.2,0.0,4,118.2,18.0,27.8,no,54.7,0.0,17.5,0.0,0.0,0.0,no,corrective,3.8,7.5,17,15,92.4,skilled,9.9,1.5,no,no,71.1,SUP-028,933.0,4.61,1.04,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9067,98.053,506.5,4.186,109.7,38.7,,7.2,212.7,2164.51,2742.0,45.15,0.0,11.29,100,7220.0,1455.29,51.3,86.0728
MFG-LINE-PLT-004-06,PLT-004,WC-012,SHF-PLT-004-20200330-1,2020-03-30,1,470.2,PRD-2020-SKU-04494,industrial_machinery,WO-2020-48306,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,143.482,17.218,129.27,268.55,145.56,171.89,0.12,WC-002,152.94,96.9,WC-001,111.51,249,174,173,1,0,1,24.99,31.97,0.7817,99.714,174,0.2,0,-30.12,1.7,470.2,417.7,0.8883,0.7818,0.9943,0.6905,22.55,32.65,52.5,48.6,1,idling_minor_stops,average,performance_loss,0.0,0,52.5,0.0,3,156.7,17.5,26.1,no,26.4,0.0,26.1,0.0,0.0,0.0,no,corrective,6.6,6.2,14,13,70.3,semi_skilled,5.4,0.0,no,no,80.8,SUP-075,2860.0,4.26,0.92,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.714,99.3739,653.1,3.775,131.8,47.4,,7.5,274.3,3511.79,8301.05,60.54,0.0,15.13,100,5250.0,1065.13,35.4,129.1723
MFG-LINE-PLT-009-02,PLT-009,WC-032,SHF-PLT-009-20230829-2,2023-08-29,2,475.3,PRD-2023-SKU-02667,automotive_body,WO-2023-75646,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.422,2.021,34.48,105.97,39.54,43.76,0.05,WC-003,42.15,94.8,WC-001,0.0,863,668,667,1,0,1,88.94,109.09,0.8153,99.9777,668,5.1,17,-22.6,7.66,475.3,450.7,0.9482,0.8153,0.9985,0.7719,25.48,33.0,24.6,151.3,1,reduced_speed,good,performance_loss,0.0,0,24.6,0.0,1,475.3,24.6,24.6,no,0.0,0.0,0.0,0.0,0.0,24.6,no,emergency,14.2,5.3,12,11,89.1,skilled,4.7,0.0,no,no,18.9,SUP-127,223.0,5.01,1.17,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9777,97.6959,1535.4,2.302,365.2,162.5,30.7,8.2,644.9,3480.16,5388.68,16.83,0.0,4.21,200,4920.0,988.21,41.6,30.1518
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20201225-3,2020-12-25,3,421.8,PRD-2020-SKU-06615,industrial_machinery,WO-2020-29843,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,281.003,53.11,243.31,839.15,264.17,368.63,0.189,WC-002,312.03,99.9,WC-001,265.0,112,76,75,1,0,1,12.74,16.0,0.7963,99.7119,76,1.1,3,-32.14,0.76,421.8,392.5,0.9305,0.7262,0.9868,0.6668,19.53,29.29,29.3,28.7,1,reduced_speed,average,performance_loss,34.6,1,29.3,0.0,2,210.9,14.6,16.0,no,13.3,0.0,16.0,0.0,0.0,0.0,no,preventive,6.1,6.8,19,14,73.9,skilled,23.7,0.0,no,no,56.6,SUP-189,2881.0,4.26,0.92,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7119,97.0336,148.3,1.977,29.1,14.8,,8.7,62.3,2804.94,3029.87,42.71,0.0,10.68,100,2930.0,596.68,65.1,121.0769
MFG-LINE-PLT-004-03,PLT-004,WC-014,SHF-PLT-004-20210404-1,2021-04-04,1,474.8,PRD-2021-SKU-04764,industrial_machinery,WO-2021-12591,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,171.652,8.583,152.68,371.28,174.83,185.81,0.05,WC-003,173.81,92.05,WC-001,144.56,214,131,130,1,0,1,20.87,27.09,0.7704,99.8309,131,1.4,4,-38.79,8.21,474.8,376.6,0.7932,0.7704,0.9924,0.6064,20.0,32.97,98.2,39.0,1,reduced_speed,average,performance_loss,0.0,0,98.2,0.0,6,79.1,16.4,37.4,yes,38.1,37.4,6.8,15.9,0.0,0.0,no,corrective,22.2,6.2,3,2,82.6,semi_skilled,2.6,0.0,no,yes,42.4,SUP-072,1691.0,4.43,0.98,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8309,99.471,442.9,3.407,79.1,37.9,,7.7,186.0,660.66,1079.38,32.78,0.0,8.2,100,9820.0,1972.2,25.9,46.4171
MFG-LINE-PLT-010-02,PLT-010,WC-014,SHF-PLT-010-20220802-1,2022-08-02,1,425.8,PRD-2022-SKU-02207,industrial_machinery,WO-2022-47359,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,330.205,62.409,280.92,866.7,326.33,433.18,0.189,WC-002,361.21,99.45,WC-005,317.82,87,59,58,1,0,1,10.83,12.38,0.8748,99.819,59,0.2,0,-32.18,0.43,385.4,385.4,1.0,0.7422,0.9831,0.7296,19.53,26.76,0.0,20.5,1,reduced_speed,good,performance_loss,98.9,3,0.0,40.4,0,425.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,32.7,5.5,22,19,87.3,skilled,13.4,0.4,no,no,32.1,SUP-044,1810.0,4.41,0.97,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.819,96.9272,195.9,3.378,36.2,25.9,,7.7,82.3,3442.78,5619.99,20.24,0.0,5.06,100,0.0,5.06,33.0,176.8436
MFG-LINE-PLT-006-02,PLT-006,WC-006,SHF-PLT-006-20231222-1,2023-12-22,1,432.3,PRD-2023-SKU-06494,food_beverage,WO-2023-33377,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.175,0.861,6.24,13.59,6.89,8.6,0.12,WC-009,7.74,98.07,WC-018,0.0,3924,2616,2612,4,2,2,501.69,545.45,0.9198,99.8797,2618,1.5,4,-33.33,120.85,432.3,331.3,0.7663,0.8687,0.9985,0.6647,19.95,30.02,101.0,395.4,4,equipment_failure,average,availability_loss,18.4,1,101.0,0.0,7,61.8,14.4,34.3,yes,34.3,14.9,41.3,4.3,6.3,0.0,no,corrective,15.5,4.9,4,3,62.0,expert,2.4,0.0,yes,yes,16.5,SUP-090,1203.0,4.53,1.01,1.06,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8797,99.8336,647.8,0.248,126.6,74.5,,8.8,272.1,1176.0,1239.12,5.75,11.5,2.88,80,8080.0,1630.38,50.6,6.6834
MFG-LINE-PLT-004-02,PLT-004,WC-008,SHF-PLT-004-20240509-1,2024-05-09,1,476.8,PRD-2024-SKU-07246,industrial_machinery,WO-2024-41070,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,278.834,59.531,245.06,736.92,278.13,377.06,0.213,WC-002,305.81,99.7,WC-001,262.83,126,89,88,1,0,1,12.87,16.0,0.8044,99.4415,89,4.7,15,-29.37,0.5,476.8,414.9,0.8702,0.8044,0.9888,0.6921,22.92,33.11,61.9,21.6,1,reduced_speed,average,performance_loss,0.0,0,61.9,0.0,3,158.9,20.6,25.2,no,25.2,0.0,0.0,36.6,0.0,0.0,no,preventive,6.1,7.6,24,22,73.6,semi_skilled,5.3,1.5,no,no,31.6,SUP-066,5585.0,4.04,0.85,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4415,96.8213,228.4,2.596,45.6,31.5,,8.3,95.9,10226.21,8475.15,57.79,0.0,14.45,100,6190.0,1252.45,48.9,270.9622
MFG-LINE-PLT-005-05,PLT-005,WC-019,SHF-PLT-005-20230714-1,2023-07-14,1,461.2,PRD-2023-SKU-02531,automotive_body,WO-2023-43532,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,64.648,1.939,60.5,158.83,64.91,67.85,0.03,WC-002,64.99,91.4,WC-003,5.63,453,381,380,1,0,1,55.65,59.02,0.9429,99.9761,381,1.1,2,-15.89,4.49,434.0,424.7,0.9786,0.9121,0.9974,0.8902,26.83,30.14,9.3,36.7,1,idling_minor_stops,world_class,performance_loss,41.1,2,9.3,27.2,1,461.2,9.3,9.3,no,0.0,0.0,9.3,0.0,0.0,0.0,yes,preventive,23.7,5.0,13,11,70.6,expert,9.7,0.0,no,no,52.1,SUP-055,239.0,4.99,1.16,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9761,97.913,832.2,2.19,205.0,90.2,16.6,8.2,349.5,4855.57,11703.52,29.87,0.0,7.47,200,1860.0,379.47,66.0,73.5252
MFG-LINE-PLT-008-02,PLT-008,WC-009,SHF-PLT-008-20210309-3,2021-03-09,3,438.4,PRD-2021-SKU-02132,medical_devices,WO-2021-74458,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,68.08,5.446,62.79,191.57,68.51,77.07,0.08,WC-004,70.55,94.21,WC-001,0.0,679,302,301,1,0,1,52.8,93.02,0.5676,99.9738,302,4.6,12,-55.52,8.24,438.4,400.5,0.9136,0.4864,0.9967,0.4428,13.48,30.44,37.9,318.9,1,reduced_speed,poor,performance_loss,57.3,4,37.9,0.0,4,109.6,9.5,23.3,no,0.0,0.0,0.0,0.0,14.7,23.3,no,preventive,8.4,6.4,6,5,90.2,trainee,6.5,0.0,no,no,25.2,SUP-178,262.0,4.97,1.16,1.18,contamination,functional_failure,automated_vision,no,no,no,no,99.9738,98.0654,326.9,1.086,75.1,30.9,,8.2,137.3,681.12,1529.47,13.23,0.0,3.31,250,9475.0,1898.31,65.0,20.6181
MFG-LINE-PLT-008-02,PLT-008,WC-042,SHF-PLT-008-20200704-1,2020-07-04,1,458.4,PRD-2020-SKU-06037,medical_devices,WO-2020-13026,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,63.943,5.115,60.55,119.62,65.42,72.38,0.08,WC-005,66.08,93.94,WC-001,0.0,710,402,401,1,0,1,56.27,93.02,0.6049,99.9784,402,3.3,7,-43.38,17.5,458.4,428.7,0.9352,0.6049,0.9975,0.5643,17.96,31.83,29.7,262.6,1,idling_minor_stops,average,performance_loss,0.0,0,29.7,0.0,1,458.4,29.7,29.7,no,29.7,0.0,0.0,0.0,0.0,0.0,no,corrective,8.4,5.8,4,3,90.7,trainee,3.6,0.7,no,yes,22.3,SUP-111,216.0,5.02,1.17,1.27,contamination,functional_failure,automated_vision,no,no,no,no,99.9784,98.4932,395.4,0.986,85.5,29.8,,8.4,166.1,1042.85,1545.63,24.56,0.0,6.14,250,7425.0,1491.14,44.5,31.0763
MFG-LINE-PLT-010-02,PLT-010,WC-023,SHF-PLT-010-20230115-1,2023-01-15,1,441.6,PRD-2023-SKU-09919,industrial_machinery,WO-2023-70189,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,302.944,53.015,259.65,493.34,287.49,390.42,0.175,WC-004,351.91,99.9,WC-002,290.56,90,76,75,1,0,1,11.84,12.38,0.9564,99.8329,76,0.9,3,-15.56,0.64,441.6,385.1,0.872,0.9569,0.9868,0.8235,25.25,30.66,56.5,3.4,1,setup_adjustment,good,availability_loss,0.0,0,56.5,0.0,1,441.6,56.5,56.5,yes,56.5,0.0,0.0,0.0,0.0,0.0,no,corrective,32.7,5.3,17,16,71.1,expert,0.8,0.0,no,no,37.7,SUP-106,1671.0,4.43,0.98,1.07,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8329,97.9615,256.1,3.415,46.3,15.6,,7.7,107.6,4631.96,7156.2,83.55,0.0,20.89,100,5650.0,1150.89,51.9,241.8395
MFG-LINE-PLT-005-06,PLT-005,WC-037,SHF-PLT-005-20221223-1,2022-12-23,1,476.6,PRD-2022-SKU-02104,automotive_body,WO-2022-32153,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,79.471,3.974,67.69,229.78,81.14,86.03,0.05,WC-010,84.24,96.37,WC-002,31.47,381,201,200,1,0,1,45.15,48.0,0.9406,99.9558,201,1.1,3,-47.24,2.52,438.3,248.7,0.5675,1.0,0.995,0.5646,17.19,30.44,189.6,0.0,1,equipment_failure,average,availability_loss,19.9,1,189.6,38.3,8,59.6,23.7,70.5,yes,149.6,5.3,11.9,10.7,0.0,12.1,yes,preventive,32.1,4.8,11,10,91.6,expert,2.2,0.0,no,no,23.1,SUP-062,442.0,4.83,1.11,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9558,97.3497,638.0,3.19,143.7,41.9,12.8,7.4,268.0,4382.59,5123.95,32.82,0.0,8.21,200,37920.0,7592.21,40.8,80.5168
MFG-LINE-PLT-010-04,PLT-010,WC-024,SHF-PLT-010-20240625-1,2024-06-25,1,470.2,PRD-2024-SKU-05458,industrial_machinery,WO-2024-44461,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,336.864,40.424,304.17,528.96,314.23,403.56,0.12,WC-003,380.17,99.9,WC-004,323.24,106,54,53,1,0,1,10.51,13.62,0.7717,99.6747,54,0.8,2,-49.06,1.35,470.2,416.0,0.8847,0.5718,0.9815,0.4965,16.21,32.65,54.2,40.4,1,idling_minor_stops,poor,performance_loss,107.7,3,54.2,0.0,3,156.7,18.1,29.7,no,54.2,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,5.6,7,5,94.3,semi_skilled,14.9,0.0,no,no,51.5,SUP-145,3253.0,4.22,0.91,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6747,96.7018,121.4,2.291,20.1,10.4,,8.5,51.0,1506.43,2735.41,48.51,0.0,12.13,100,5420.0,1096.13,54.8,129.46
MFG-LINE-PLT-009-02,PLT-009,WC-007,SHF-PLT-009-20211104-2,2021-11-04,2,461.3,PRD-2021-SKU-05221,automotive_body,WO-2021-46379,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,36.935,1.847,33.63,66.51,37.43,39.98,0.05,WC-002,39.45,97.09,WC-001,0.0,838,608,607,1,0,1,97.41,109.09,0.8929,99.9859,608,0.3,0,-27.45,78.95,461.3,410.5,0.8899,0.8146,0.9984,0.7237,23.18,32.04,50.8,138.4,1,reduced_speed,good,performance_loss,36.0,1,50.8,0.0,3,153.8,16.9,25.5,no,0.0,25.3,0.0,0.0,0.0,25.5,no,corrective,14.2,6.2,1,1,71.8,expert,0.0,0.0,no,yes,30.2,SUP-124,141.0,5.13,1.21,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9859,97.0405,1561.2,2.572,359.3,85.5,31.2,7.9,655.7,308.67,298.53,13.47,0.0,3.37,200,10160.0,2035.37,40.0,14.4925
MFG-LINE-PLT-001-01,PLT-001,WC-047,SHF-PLT-001-20231104-2,2023-11-04,2,434.3,PRD-2023-SKU-04529,pharmaceutical,WO-2023-97973,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.644,0.739,21.67,56.03,24.63,25.86,0.03,WC-009,25.2,92.97,WC-008,0.0,1277,889,888,1,0,1,146.07,176.47,0.8277,99.99,889,0.9,3,-30.38,6.46,434.3,397.4,0.915,0.7605,0.9989,0.6951,20.97,30.16,36.9,280.0,1,reduced_speed,average,performance_loss,32.3,1,36.9,0.0,2,217.2,18.4,23.6,no,23.6,0.0,0.0,13.3,0.0,0.0,no,predictive,26.8,6.0,20,19,61.2,skilled,3.1,0.0,no,no,78.4,SUP-040,41.0,5.44,1.31,1.48,contamination,labelling,automated_vision,no,no,no,no,99.99,97.7934,1373.7,1.547,342.0,205.2,,7.9,577.0,4195.2,8838.68,28.83,0.0,7.21,300,11070.0,2221.21,38.6,43.5403
MFG-LINE-PLT-010-03,PLT-010,WC-041,SHF-PLT-010-20201002-1,2020-10-02,1,435.2,PRD-2020-SKU-07409,industrial_machinery,WO-2020-20913,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,56.021,6.723,51.56,128.52,55.35,67.11,0.12,WC-007,61.93,99.9,WC-003,0.0,746,429,426,3,1,2,64.17,103.45,0.6203,99.4473,430,3.7,12,-42.49,4.89,435.2,401.1,0.9217,0.6203,0.993,0.5677,17.16,30.23,34.1,262.6,3,idling_minor_stops,average,performance_loss,0.0,0,34.1,0.0,2,217.6,17.0,17.8,no,0.0,0.0,17.8,0.0,0.0,16.3,no,corrective,29.1,5.6,14,12,87.4,trainee,12.9,0.0,no,no,19.6,SUP-100,5527.0,4.04,0.85,0.87,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.4473,96.5104,1843.7,4.328,431.0,228.3,,7.1,774.4,3065.33,4111.93,53.4,53.4,26.7,100,3410.0,762.1,37.5,70.6241
MFG-LINE-PLT-002-04,PLT-002,WC-036,SHF-PLT-002-20240115-2,2024-01-15,2,441.0,PRD-2024-SKU-04370,electronics_pcb,WO-2024-06147,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.098,4.078,16.62,43.47,18.69,25.83,0.213,WC-002,22.84,99.9,WC-001,0.0,1870,1174,1170,4,1,3,188.47,255.32,0.7382,99.6668,1175,0.1,0,-37.22,7.58,441.0,429.1,0.973,0.6429,0.9966,0.6234,19.09,30.63,11.9,652.1,4,reduced_speed,average,performance_loss,55.4,3,11.9,0.0,1,441.0,11.9,11.9,no,0.0,11.9,0.0,0.0,0.0,0.0,no,corrective,15.6,6.8,22,21,79.5,semi_skilled,4.2,0.0,no,no,79.1,SUP-140,3332.0,4.21,0.9,0.96,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.6668,99.5089,727.7,0.622,134.4,59.8,,8.4,305.6,9876.3,11092.6,20.13,20.13,15.1,150,1785.0,392.23,70.7,38.121
MFG-LINE-PLT-003-04,PLT-003,WC-012,SHF-PLT-003-20220213-1,2022-02-13,1,455.0,PRD-2022-SKU-04556,electronics_pcb,WO-2022-51518,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,29.68,1.484,25.66,69.83,29.23,32.13,0.05,WC-002,30.56,93.62,WC-008,0.0,1007,793,792,1,0,1,121.19,132.84,0.9123,99.9684,793,0.0,0,-21.25,17.41,455.0,392.6,0.8629,0.9123,0.9987,0.7862,24.84,31.6,62.4,76.2,1,setup_adjustment,good,availability_loss,0.0,0,62.4,0.0,2,227.5,31.2,53.4,yes,53.4,0.0,9.0,0.0,0.0,0.0,no,corrective,11.0,7.6,7,6,72.8,skilled,6.1,0.0,no,no,11.1,SUP-111,316.0,4.92,1.14,1.31,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9684,96.9816,571.8,0.722,116.2,47.7,,8.2,240.2,1635.89,1530.8,18.15,0.0,4.54,150,9360.0,1876.54,73.1,22.1713
MFG-LINE-PLT-001-02,PLT-001,WC-030,SHF-PLT-001-20230419-2,2023-04-19,2,467.5,PRD-2023-SKU-07856,pharmaceutical,WO-2023-20681,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,55.229,9.665,47.19,120.56,50.61,71.18,0.175,WC-001,64.13,99.9,WC-004,0.0,552,435,434,1,0,1,65.09,70.87,0.9184,99.975,435,0.7,2,-21.2,4.28,467.5,421.4,0.9014,0.8739,0.9977,0.7859,25.52,32.47,46.1,62.8,1,idling_minor_stops,good,performance_loss,20.4,1,46.1,0.0,3,155.8,15.4,28.7,no,28.7,0.0,11.2,6.2,0.0,0.0,no,corrective,22.7,5.8,15,13,94.8,expert,9.5,0.0,no,no,71.0,SUP-052,250.0,4.98,1.16,1.24,contamination,labelling,100pct_manual,yes,yes,yes,no,99.975,98.2778,442.2,1.019,98.6,65.6,,8.6,185.7,5271.63,4899.16,12.16,0.0,3.04,300,13830.0,2769.04,38.8,35.623
MFG-LINE-PLT-004-05,PLT-004,WC-009,SHF-PLT-004-20210605-3,2021-06-05,3,457.2,PRD-2021-SKU-01281,industrial_machinery,WO-2021-48605,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,214.512,10.726,191.57,490.85,214.23,232.21,0.05,WC-006,224.8,95.27,WC-007,190.72,180,114,113,1,0,1,16.69,23.79,0.7016,99.7968,114,1.8,4,-36.67,1.85,457.2,409.9,0.8965,0.7013,0.9912,0.6232,19.79,31.75,47.3,48.6,1,reduced_speed,average,performance_loss,0.0,0,47.3,0.0,3,152.4,15.8,26.9,no,44.0,0.0,0.0,0.0,3.3,0.0,no,preventive,3.8,5.2,11,8,74.0,semi_skilled,20.1,0.0,no,no,64.0,SUP-167,2032.0,4.37,0.96,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7968,99.7628,182.6,1.616,40.9,23.4,,8.9,76.7,3508.51,5464.06,48.94,0.0,12.23,100,4730.0,958.23,66.7,128.7764
MFG-LINE-PLT-006-01,PLT-006,WC-011,SHF-PLT-006-20240414-1,2024-04-14,1,455.1,PRD-2024-SKU-08407,food_beverage,WO-2024-19120,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.937,3.352,25.34,64.67,27.73,33.47,0.12,WC-001,32.93,99.9,WC-007,0.0,1099,765,757,8,3,5,128.78,146.34,0.88,99.0506,768,0.6,1,-30.39,49.9,455.1,356.4,0.7831,0.88,0.9895,0.6819,21.55,31.61,98.7,104.3,8,setup_adjustment,average,availability_loss,0.0,0,98.7,0.0,6,75.9,16.5,29.9,no,73.0,7.4,18.3,0.0,0.0,0.0,no,emergency,33.4,6.2,3,2,94.0,skilled,3.1,0.0,no,no,36.6,SUP-149,9494.0,3.85,0.78,0.85,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.0506,98.4031,220.3,0.291,41.3,17.7,,8.5,92.5,370.53,822.18,7.87,23.61,9.84,80,7896.0,1612.65,39.1,9.5287
MFG-LINE-PLT-005-06,PLT-005,WC-043,SHF-PLT-005-20240915-1,2024-09-15,1,435.4,PRD-2024-SKU-05837,automotive_body,WO-2024-59128,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,85.746,4.287,73.15,227.8,86.8,92.82,0.05,WC-003,88.61,93.94,WC-008,37.75,348,232,231,1,0,1,41.97,48.0,0.8744,99.98,232,0.1,0,-33.33,3.98,435.4,382.9,0.8794,0.7573,0.9957,0.6631,20.05,30.24,52.5,74.4,1,reduced_speed,average,performance_loss,51.2,3,52.5,0.0,4,108.9,13.1,15.0,no,11.4,15.0,0.0,0.0,0.0,26.0,no,preventive,32.1,5.3,9,8,78.2,skilled,6.1,0.0,no,no,48.7,SUP-161,200.0,5.04,1.18,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.98,97.7085,842.0,3.645,199.5,77.7,16.8,7.1,353.6,3124.19,2875.89,18.11,0.0,4.53,200,10500.0,2104.53,57.1,44.1628
MFG-LINE-PLT-010-01,PLT-010,WC-008,SHF-PLT-010-20200409-1,2020-04-09,1,457.7,PRD-2020-SKU-08910,industrial_machinery,WO-2020-42574,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,364.749,29.18,329.62,576.79,388.2,412.9,0.08,WC-002,382.33,95.29,WC-003,351.88,98,68,67,1,0,1,9.84,12.87,0.7646,99.8874,68,0.5,1,-30.61,0.46,457.7,444.6,0.9714,0.713,0.9853,0.6824,21.69,31.78,13.1,27.4,1,reduced_speed,average,performance_loss,30.1,2,13.1,0.0,1,457.7,13.1,13.1,no,0.0,13.1,0.0,0.0,0.0,0.0,no,corrective,19.7,5.9,22,19,88.9,semi_skilled,10.2,0.0,yes,no,13.3,SUP-014,1126.0,4.55,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8874,97.159,295.7,4.413,58.1,20.9,,7.1,124.2,4115.75,4727.25,50.23,0.0,12.56,100,1310.0,274.56,69.4,182.9648
MFG-LINE-PLT-002-01,PLT-002,WC-002,SHF-PLT-002-20240218-3,2024-02-18,3,465.1,PRD-2024-SKU-03914,electronics_pcb,WO-2024-76825,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.731,2.387,44.08,76.24,46.39,51.67,0.05,WC-001,48.2,91.79,WC-002,0.0,732,472,471,1,0,1,75.4,94.49,0.798,99.9394,472,1.1,2,-35.52,10.13,465.1,409.4,0.8802,0.732,0.9979,0.643,20.77,32.3,55.7,172.8,1,reduced_speed,average,performance_loss,33.8,2,55.7,0.0,3,155.0,18.6,32.0,yes,32.0,12.5,0.0,11.1,0.0,0.0,no,preventive,26.7,5.3,8,6,64.7,skilled,13.7,0.0,no,no,84.3,SUP-052,606.0,4.74,1.08,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9394,97.2655,357.5,0.759,91.7,38.5,,8.1,150.2,2744.22,2508.83,13.17,0.0,3.29,150,8355.0,1674.29,30.1,24.3509
MFG-LINE-PLT-003-03,PLT-003,WC-018,SHF-PLT-003-20201111-1,2020-11-11,1,460.2,PRD-2020-SKU-09599,electronics_pcb,WO-2020-27230,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.07,0.503,9.11,12.81,10.06,10.9,0.05,WC-003,10.1,91.22,WC-002,0.0,2875,2497,2496,1,0,1,357.36,375.0,0.953,99.9788,2497,0.2,0,-13.15,27.12,460.2,444.2,0.9652,0.8993,0.9996,0.8677,27.73,31.96,16.0,279.6,1,reduced_speed,world_class,performance_loss,25.0,3,16.0,0.0,1,460.2,16.0,16.0,no,0.0,0.0,16.0,0.0,0.0,0.0,no,preventive,16.8,6.0,14,12,61.9,expert,7.2,0.1,no,no,77.8,SUP-179,212.0,5.02,1.17,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9788,98.9992,2526.0,1.012,544.8,290.5,,7.5,1060.9,3572.42,6425.14,6.45,0.0,1.61,150,2400.0,481.61,71.2,10.458
MFG-LINE-PLT-002-02,PLT-002,WC-012,SHF-PLT-002-20210204-2,2021-02-04,2,468.7,PRD-2021-SKU-02022,electronics_pcb,WO-2021-74337,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.74,0.412,12.7,37.32,13.71,14.42,0.03,WC-003,13.99,92.55,WC-002,0.0,2196,1909,1908,1,0,1,261.94,281.25,0.9313,99.9793,1909,0.4,1,-13.07,20.36,468.7,437.3,0.933,0.9313,0.9995,0.8685,28.27,32.55,31.4,140.8,1,idling_minor_stops,world_class,performance_loss,0.0,0,31.4,0.0,2,234.3,15.7,23.5,no,0.0,31.4,0.0,0.0,0.0,0.0,no,predictive,2.0,7.3,13,12,66.6,expert,6.6,0.0,no,no,75.5,SUP-127,207.0,5.03,1.18,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9793,98.4916,1665.7,0.873,297.9,174.4,,7.8,699.6,2663.03,3529.77,8.28,0.0,2.07,150,4710.0,944.07,54.0,11.53
MFG-LINE-PLT-006-01,PLT-006,WC-012,SHF-PLT-006-20230721-1,2023-07-21,1,425.4,PRD-2023-SKU-04179,food_beverage,WO-2023-24400,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.042,3.125,24.0,38.38,28.13,31.2,0.12,WC-005,29.25,99.9,WC-007,0.0,1036,826,825,1,0,1,138.08,146.34,0.9436,99.902,826,0.3,1,-20.27,9.7,425.4,358.9,0.8437,0.9436,0.9988,0.7951,23.49,29.54,66.5,49.4,1,equipment_failure,good,availability_loss,0.0,0,66.5,0.0,4,106.4,16.6,32.9,yes,32.9,0.0,22.9,10.7,0.0,0.0,no,predictive,33.4,5.5,14,12,63.6,expert,11.0,0.0,no,no,60.7,SUP-069,980.0,4.6,1.03,1.17,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.902,97.3723,363.8,0.441,96.9,46.8,,7.8,152.8,3339.79,3326.73,5.73,0.0,1.43,80,5320.0,1065.43,32.6,13.8176
MFG-LINE-PLT-004-03,PLT-004,WC-032,SHF-PLT-004-20231005-1,2023-10-05,1,427.8,PRD-2023-SKU-03505,industrial_machinery,WO-2023-81090,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,148.675,7.434,130.59,206.87,148.0,160.94,0.05,WC-004,153.74,94.01,WC-001,121.59,193,146,145,1,0,1,24.17,27.09,0.8922,99.9398,146,0.1,0,-24.35,20.34,427.8,362.4,0.8471,0.8924,0.9932,0.7508,22.3,29.71,65.4,17.6,1,setup_adjustment,good,availability_loss,0.0,0,65.4,0.0,4,106.9,16.4,25.5,no,8.9,25.5,0.0,12.6,0.0,18.5,no,predictive,22.2,6.2,2,1,92.2,skilled,8.3,0.0,no,no,43.7,SUP-169,602.0,4.74,1.08,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9398,99.5708,696.6,4.804,182.3,97.1,,6.8,292.6,260.7,518.5,59.88,0.0,14.97,100,6540.0,1322.97,39.5,65.6668
MFG-LINE-PLT-004-07,PLT-004,WC-040,SHF-PLT-004-20230523-1,2023-05-23,1,424.1,PRD-2023-SKU-05226,industrial_machinery,WO-2023-45885,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,319.509,15.975,297.88,753.57,313.22,345.87,0.05,WC-002,329.75,93.82,WC-004,301.46,127,72,71,1,0,1,11.18,18.05,0.6194,99.7194,72,3.0,9,-43.31,1.12,424.1,397.8,0.938,0.6015,0.9861,0.5564,16.39,29.45,26.3,47.7,1,reduced_speed,average,performance_loss,11.3,1,26.3,0.0,3,141.4,8.8,9.8,no,9.8,0.0,8.7,0.0,7.9,0.0,no,corrective,22.9,7.1,10,9,63.4,trainee,3.5,1.1,no,yes,59.1,SUP-080,2806.0,4.27,0.92,0.94,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7194,98.158,305.2,4.299,64.4,24.8,,7.1,128.2,2092.72,4675.92,33.78,0.0,8.45,100,2630.0,534.45,53.1,129.5887
MFG-LINE-PLT-004-03,PLT-004,WC-040,SHF-PLT-004-20200129-1,2020-01-29,1,431.6,PRD-2020-SKU-04933,industrial_machinery,WO-2020-60067,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,151.105,7.555,143.14,361.27,150.74,163.57,0.05,WC-002,152.41,91.69,WC-003,124.01,194,128,127,1,0,1,23.75,27.09,0.8767,99.9463,128,2.1,7,-34.02,1.04,431.6,323.4,0.7493,0.8766,0.9922,0.6517,19.53,29.97,108.2,18.0,1,equipment_failure,average,availability_loss,0.0,0,108.2,0.0,6,71.9,18.0,28.3,no,28.3,35.6,44.4,0.0,0.0,0.0,no,corrective,22.2,6.6,20,17,68.3,skilled,14.7,0.0,no,no,53.1,SUP-149,537.0,4.77,1.09,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9463,98.2703,455.3,3.585,123.7,29.5,,7.6,191.2,6961.71,6997.89,12.1,0.0,3.02,100,10820.0,2167.02,30.1,122.1134
MFG-LINE-PLT-009-01,PLT-009,WC-028,SHF-PLT-009-20230129-2,2023-01-29,2,459.7,PRD-2023-SKU-02471,automotive_body,WO-2023-18963,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.445,8.453,62.14,147.67,73.1,84.39,0.12,WC-009,75.18,97.02,WC-010,13.12,439,99,98,1,0,1,50.83,57.32,0.8868,99.9669,99,0.5,1,-77.45,1.28,459.7,179.3,0.39,0.578,0.9899,0.2231,7.12,31.92,280.4,72.3,1,setup_adjustment,poor,availability_loss,62.4,2,280.4,0.0,8,57.5,35.1,135.1,yes,239.9,31.2,0.0,9.4,0.0,0.0,no,corrective,28.2,5.7,11,10,93.3,multi_skilled,3.5,0.7,no,no,36.1,SUP-010,331.0,4.9,1.13,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9669,97.6597,282.5,2.883,57.7,26.7,5.7,7.7,118.6,2584.19,3451.63,24.23,0.0,6.06,200,56080.0,11222.06,69.4,86.0672
MFG-LINE-PLT-007-01,PLT-007,WC-021,SHF-PLT-007-20200820-3,2020-08-20,3,467.6,PRD-2020-SKU-07920,industrial_machinery,WO-2020-27004,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,197.14,5.914,168.45,381.81,199.03,206.9,0.03,WC-001,202.94,93.58,WC-012,175.98,164,128,127,1,0,1,18.15,21.16,0.8578,99.9337,128,0.4,1,-21.95,0.91,467.6,462.8,0.9897,0.7841,0.9922,0.7699,25.0,32.47,4.8,35.2,1,reduced_speed,good,performance_loss,39.6,1,4.8,0.0,1,467.6,4.8,4.8,no,0.0,0.0,0.0,4.8,0.0,0.0,no,preventive,27.1,5.8,20,18,61.4,expert,7.8,0.6,no,no,81.5,SUP-195,663.0,4.71,1.07,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9337,97.1374,397.4,3.129,102.0,58.1,,7.9,166.9,7305.8,9083.39,49.88,0.0,12.47,100,480.0,108.47,42.0,179.3215
MFG-LINE-PLT-004-06,PLT-004,WC-026,SHF-PLT-004-20210210-3,2021-02-10,3,476.0,PRD-2021-SKU-09882,industrial_machinery,WO-2021-02301,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.754,15.45,116.74,225.33,127.05,154.25,0.12,WC-003,131.42,92.79,WC-002,96.78,253,169,168,1,0,1,27.85,31.97,0.8711,99.8109,169,2.3,4,-33.2,2.12,476.0,463.1,0.9729,0.6848,0.9941,0.6623,21.89,33.06,12.9,77.8,1,idling_minor_stops,average,performance_loss,99.1,3,12.9,0.0,1,476.0,12.9,12.9,no,0.0,0.0,12.9,0.0,0.0,0.0,no,preventive,6.6,5.8,12,10,93.2,expert,13.7,0.0,no,no,14.9,SUP-018,1891.0,4.4,0.97,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8109,98.4445,238.6,1.42,54.5,28.8,,9.1,100.2,1835.35,4214.84,66.74,0.0,16.68,100,1290.0,274.68,35.0,103.1503
MFG-LINE-PLT-009-01,PLT-009,WC-040,SHF-PLT-009-20220614-1,2022-06-14,1,478.4,PRD-2022-SKU-05701,automotive_body,WO-2022-57164,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,81.08,9.73,75.07,212.17,83.33,97.13,0.12,WC-005,87.5,98.11,WC-006,23.76,456,264,263,1,0,1,44.39,57.32,0.7744,99.9324,264,2.4,6,-42.11,32.99,478.4,356.9,0.746,0.7743,0.9962,0.5754,19.11,33.22,121.5,77.0,1,setup_adjustment,average,availability_loss,0.0,0,121.5,0.0,7,68.3,17.4,33.5,yes,46.0,26.0,4.4,19.9,2.3,22.9,no,preventive,28.2,4.6,2,1,78.6,semi_skilled,0.7,0.0,no,no,31.0,SUP-030,676.0,4.7,1.07,1.07,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9324,97.9375,801.6,3.048,145.7,47.6,16.0,7.6,336.7,146.29,324.05,41.38,0.0,10.35,200,24300.0,4870.35,53.1,43.3257
MFG-LINE-PLT-007-02,PLT-007,WC-045,SHF-PLT-007-20200604-1,2020-06-04,1,475.3,PRD-2020-SKU-08836,industrial_machinery,WO-2020-56380,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,267.704,32.125,234.82,430.44,259.52,320.71,0.12,WC-001,278.53,94.58,WC-002,252.16,122,64,63,1,0,1,13.3,15.54,0.8559,99.8545,64,0.3,0,-47.54,0.4,475.3,341.4,0.7183,0.7236,0.9844,0.5117,16.89,33.01,133.9,24.4,1,setup_adjustment,average,availability_loss,52.6,2,133.9,0.0,7,67.9,19.1,64.5,yes,94.9,9.4,0.0,24.3,5.2,0.0,no,predictive,32.8,5.0,23,20,71.0,skilled,12.5,0.0,no,no,58.1,SUP-157,1455.0,4.48,0.99,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8545,98.5199,164.3,2.608,38.9,12.6,,8.3,69.0,4801.93,4250.39,47.56,0.0,11.89,100,13390.0,2689.89,52.1,192.0025
MFG-LINE-PLT-005-06,PLT-005,WC-014,SHF-PLT-005-20220709-1,2022-07-09,1,420.4,PRD-2022-SKU-02611,automotive_body,WO-2022-79444,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,77.261,3.863,71.7,194.88,78.93,83.63,0.05,WC-007,79.03,92.99,WC-009,29.26,336,271,270,1,0,1,46.5,48.0,0.9688,99.99,271,0.3,0,-19.35,38.53,397.2,337.6,0.85,1.0,0.9963,0.8468,23.36,27.58,59.6,0.0,1,equipment_failure,good,availability_loss,11.1,1,59.6,23.2,3,140.1,19.9,41.0,yes,41.0,5.7,0.0,0.0,0.0,12.9,yes,preventive,32.1,7.2,1,1,81.9,expert,8.6,0.2,no,no,21.0,SUP-070,72.0,5.3,1.27,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.6171,853.2,3.16,181.4,84.0,17.1,7.5,358.3,424.71,616.17,25.24,0.0,6.31,200,11920.0,2390.31,44.8,29.1886
MFG-LINE-PLT-004-02,PLT-004,WC-004,SHF-PLT-004-20231215-2,2023-12-15,2,479.9,PRD-2023-SKU-03425,industrial_machinery,WO-2023-47591,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,376.597,102.152,356.04,1123.32,355.18,545.15,0.271,WC-002,414.33,99.9,WC-001,360.6,122,66,63,3,1,2,9.5,16.0,0.5938,95.529,67,2.5,8,-45.9,0.38,479.9,454.0,0.946,0.5451,0.9545,0.4922,16.4,33.33,25.9,55.1,3,reduced_speed,poor,performance_loss,37.4,1,25.9,0.0,2,240.0,13.0,14.5,no,14.5,0.0,11.4,0.0,0.0,0.0,no,corrective,6.1,6.6,24,21,83.8,trainee,11.0,0.0,no,no,12.6,SUP-125,44710.0,3.2,0.57,0.64,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,95.529,94.6817,203.8,3.235,38.8,24.5,,7.8,85.6,9680.93,20514.2,31.81,31.81,15.9,100,2590.0,565.71,39.2,512.6125
MFG-LINE-PLT-002-01,PLT-002,WC-032,SHF-PLT-002-20240606-3,2024-06-06,3,432.5,PRD-2024-SKU-01714,electronics_pcb,WO-2024-65005,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.692,2.385,45.03,81.37,48.45,51.63,0.05,WC-001,48.83,93.09,WC-002,0.0,680,539,538,1,0,1,75.43,94.49,0.7983,99.9411,539,1.5,3,-20.74,9.33,415.9,412.1,0.9909,0.8305,0.9981,0.8214,23.72,28.88,3.8,110.0,1,reduced_speed,good,performance_loss,0.0,0,3.8,16.6,1,432.5,3.8,3.8,no,0.0,0.0,0.0,0.0,3.8,0.0,yes,preventive,26.7,5.4,9,8,87.4,skilled,3.0,0.0,no,yes,57.8,SUP-097,589.0,4.74,1.08,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9411,97.5259,397.0,0.738,84.8,44.0,,8.2,166.7,1353.6,3090.83,6.28,0.0,1.57,150,570.0,115.57,50.5,14.5527
MFG-LINE-PLT-008-01,PLT-008,WC-018,SHF-PLT-008-20221125-1,2022-11-25,1,436.0,PRD-2022-SKU-06465,medical_devices,WO-2022-80349,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,144.235,17.308,127.23,313.41,137.43,172.79,0.12,WC-002,156.57,98.68,WC-003,112.63,229,179,178,1,0,1,24.95,31.61,0.7893,99.9689,179,1.5,3,-21.83,1.63,436.0,430.4,0.9872,0.7895,0.9944,0.775,23.47,30.28,5.6,47.7,1,reduced_speed,good,performance_loss,0.0,0,5.6,0.0,1,436.0,5.6,5.6,no,0.0,5.6,0.0,0.0,0.0,0.0,no,corrective,7.3,6.3,18,15,72.7,semi_skilled,11.4,0.0,no,no,41.4,SUP-194,311.0,4.92,1.14,1.18,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9689,99.6269,253.8,1.426,53.0,27.4,,7.6,106.6,4643.7,9663.76,49.98,0.0,12.49,250,1400.0,292.49,62.5,130.6398
MFG-LINE-PLT-005-03,PLT-005,WC-029,SHF-PLT-005-20240204-1,2024-02-04,1,447.4,PRD-2024-SKU-08352,automotive_body,WO-2024-71483,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,72.735,3.637,68.41,187.29,71.73,78.74,0.05,WC-001,73.3,91.62,WC-002,9.13,474,258,257,1,0,1,49.41,63.6,0.7769,99.967,258,2.6,10,-45.57,3.13,447.4,313.3,0.7003,0.7768,0.9961,0.5419,16.84,31.07,134.1,74.1,1,setup_adjustment,average,availability_loss,0.0,0,134.1,0.0,6,74.6,22.4,59.4,yes,87.7,31.9,14.5,0.0,0.0,0.0,no,corrective,32.9,5.1,12,11,89.8,semi_skilled,4.3,0.0,no,yes,17.1,SUP-082,330.0,4.91,1.14,1.19,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.967,99.3908,616.3,2.398,117.4,81.0,12.3,8.1,258.8,3560.04,4866.79,48.97,0.0,12.24,200,26820.0,5376.24,65.3,81.9498
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20230529-1,2023-05-29,1,468.8,PRD-2023-SKU-01724,automotive_body,WO-2023-66528,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.366,2.081,61.98,121.15,70.53,72.8,0.03,WC-002,69.91,91.62,WC-003,10.35,461,344,343,1,0,1,51.82,59.02,0.878,99.988,344,2.8,10,-25.38,6.27,468.8,410.8,0.8763,0.8512,0.9971,0.7438,24.22,32.56,58.0,60.1,1,reduced_speed,good,performance_loss,12.5,1,58.0,0.0,5,93.8,11.6,23.1,no,23.1,0.0,15.4,4.5,15.0,0.0,no,preventive,23.7,5.1,8,7,63.9,skilled,1.8,1.2,no,no,14.3,SUP-029,120.0,5.17,1.22,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.988,97.4394,935.7,2.728,229.6,87.8,18.7,7.8,393.0,1381.44,1179.31,42.67,0.0,10.67,200,11600.0,2330.67,27.1,50.2601
MFG-LINE-PLT-010-02,PLT-010,WC-039,SHF-PLT-010-20240518-3,2024-05-18,3,463.4,PRD-2024-SKU-06858,industrial_machinery,WO-2024-90204,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,371.244,70.165,323.34,497.15,392.67,487.02,0.189,WC-003,421.67,99.9,WC-001,358.86,93,52,50,2,1,1,9.54,12.38,0.7706,97.3481,53,0.1,0,-44.09,2.16,463.4,403.3,0.8703,0.6252,0.9615,0.5231,16.83,32.18,60.1,31.2,2,idling_minor_stops,average,performance_loss,76.4,4,60.1,0.0,3,154.5,20.0,25.5,no,0.0,0.0,12.7,21.9,0.0,25.5,no,predictive,32.7,5.6,4,3,87.6,skilled,18.5,0.0,no,no,15.3,SUP-155,26519.0,3.43,0.64,0.64,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,97.3481,96.0938,106.9,2.138,24.2,8.8,,8.6,44.9,1104.83,1693.94,38.97,38.97,9.74,100,6010.0,1250.71,32.4,96.5042
MFG-LINE-PLT-006-01,PLT-006,WC-046,SHF-PLT-006-20230818-2,2023-08-18,2,436.6,PRD-2023-SKU-05853,food_beverage,WO-2023-67439,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.826,3.339,25.0,36.28,27.36,33.34,0.12,WC-006,30.99,99.9,WC-002,0.0,1063,769,767,2,0,2,129.31,146.34,0.8836,99.8595,769,2.4,8,-27.66,9.58,436.6,356.8,0.8172,0.8836,0.9974,0.7202,21.84,30.32,79.8,101.3,2,setup_adjustment,good,availability_loss,0.0,0,79.8,0.0,4,109.2,20.0,39.3,yes,0.0,45.4,19.7,14.8,0.0,0.0,no,preventive,33.4,5.0,13,11,86.0,expert,14.3,0.0,no,no,78.9,SUP-169,1405.0,4.49,1.0,1.07,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8595,98.2438,431.8,0.563,98.5,24.7,,7.2,181.4,3981.46,6534.19,13.52,0.0,6.76,80,6384.0,1283.56,56.2,27.2654
MFG-LINE-PLT-002-03,PLT-002,WC-040,SHF-PLT-002-20200916-2,2020-09-16,2,443.5,PRD-2020-SKU-02111,electronics_pcb,WO-2020-98397,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.362,2.568,45.33,130.02,51.29,55.6,0.05,WC-009,53.21,94.18,WC-001,0.0,608,442,441,1,0,1,70.02,82.38,0.85,99.9626,442,0.2,0,-27.3,2.98,443.5,378.8,0.8541,0.8499,0.9977,0.7243,22.31,30.8,64.7,78.1,1,idling_minor_stops,good,performance_loss,0.0,0,64.7,0.0,2,221.7,32.4,41.0,yes,41.0,0.0,23.7,0.0,0.0,0.0,no,corrective,13.3,6.6,22,20,79.7,skilled,5.6,0.0,no,no,21.8,SUP-087,374.0,4.87,1.12,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9626,99.2017,341.3,0.774,77.4,19.4,,8.1,143.3,5802.81,6793.55,8.42,0.0,2.1,150,9705.0,1943.1,25.4,37.0023
MFG-LINE-PLT-003-04,PLT-003,WC-026,SHF-PLT-003-20220327-3,2022-03-27,3,420.0,PRD-2022-SKU-09692,electronics_pcb,WO-2022-85485,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.395,1.52,27.04,39.0,30.47,32.9,0.05,WC-002,32.01,95.73,WC-006,0.0,929,570,569,1,0,1,118.44,132.84,0.8916,99.9678,570,1.2,4,-38.64,4.28,420.0,420.0,1.0,0.6129,0.9982,0.6119,17.85,29.17,0.0,360.0,1,idling_minor_stops,average,performance_loss,131.3,4,0.0,0.0,0,420.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,11.0,7.1,22,19,74.1,expert,12.2,0.5,no,no,72.8,SUP-033,322.0,4.91,1.14,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9678,97.0131,566.7,0.996,161.1,76.2,,7.5,238.0,7869.62,12098.57,9.87,0.0,2.47,150,0.0,2.47,30.7,44.9808
MFG-LINE-PLT-004-06,PLT-004,WC-010,SHF-PLT-004-20241123-1,2024-11-23,1,438.8,PRD-2024-SKU-02547,industrial_machinery,WO-2024-25130,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,177.003,21.24,155.12,334.9,179.36,212.05,0.12,WC-002,179.71,92.3,WC-001,145.03,226,115,111,4,1,3,20.17,31.97,0.6309,96.8832,116,4.1,14,-49.12,0.89,438.8,413.1,0.9414,0.5224,0.9652,0.4747,14.47,30.47,25.7,105.1,4,reduced_speed,poor,performance_loss,71.1,4,25.7,0.0,3,146.3,8.6,9.9,no,9.9,0.0,0.0,15.8,0.0,0.0,no,corrective,6.6,7.3,19,17,87.6,trainee,7.9,0.0,no,no,28.9,SUP-067,31168.0,3.36,0.62,0.68,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,96.8832,94.1396,331.3,2.985,66.5,26.7,,8.0,139.1,4558.82,7666.21,25.76,25.76,19.32,100,2570.0,559.08,25.5,136.8237
MFG-LINE-PLT-002-04,PLT-002,WC-014,SHF-PLT-002-20220417-1,2022-04-17,1,465.1,PRD-2022-SKU-04914,electronics_pcb,WO-2022-55216,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.949,3.832,16.79,38.88,16.66,24.27,0.213,WC-002,20.2,99.9,WC-004,0.0,1975,1087,1085,2,0,2,200.53,255.32,0.7854,99.8309,1087,0.3,1,-44.96,12.73,465.1,446.7,0.9604,0.5719,0.9982,0.5482,17.71,32.3,18.4,813.7,2,reduced_speed,average,performance_loss,121.4,3,18.4,0.0,2,232.5,9.2,12.5,no,0.0,0.0,12.5,5.8,0.0,0.0,no,preventive,15.6,5.1,12,11,68.1,semi_skilled,1.8,0.0,yes,no,27.8,SUP-077,1691.0,4.43,0.98,0.98,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8309,99.1483,722.6,0.666,182.3,108.2,,8.3,303.5,5459.26,10794.44,20.44,0.0,10.22,150,2760.0,562.22,36.9,35.458
MFG-LINE-PLT-001-02,PLT-001,WC-016,SHF-PLT-001-20201119-1,2020-11-19,1,457.4,PRD-2020-SKU-08329,pharmaceutical,WO-2020-29241,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,58.368,11.032,52.76,117.74,53.85,76.57,0.189,WC-001,61.25,95.4,WC-004,0.0,539,351,350,1,0,1,61.51,70.87,0.8679,99.942,351,0.7,2,-34.88,2.3,457.4,409.7,0.8957,0.7253,0.9972,0.6478,20.58,31.77,47.7,132.9,1,idling_minor_stops,average,performance_loss,67.4,3,47.7,0.0,3,152.5,15.9,24.3,no,24.3,0.0,13.4,10.0,0.0,0.0,no,corrective,22.7,5.2,22,20,71.4,skilled,7.8,0.0,no,no,56.8,SUP-160,580.0,4.75,1.08,1.13,contamination,labelling,100pct_manual,no,no,no,no,99.942,97.3741,554.0,1.583,99.9,82.0,,7.9,232.7,9641.48,11898.64,13.05,0.0,3.26,300,14310.0,2865.26,49.6,74.6305
MFG-LINE-PLT-001-02,PLT-001,WC-020,SHF-PLT-001-20230314-1,2023-03-14,1,443.1,PRD-2023-SKU-05233,pharmaceutical,WO-2023-08244,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,57.977,10.958,49.81,148.23,61.0,76.06,0.189,WC-001,64.13,99.9,WC-005,0.0,523,393,392,1,0,1,62.05,70.87,0.8755,99.9662,393,0.6,1,-24.86,6.64,443.1,427.9,0.9657,0.7777,0.9975,0.7491,23.05,30.77,15.2,112.3,1,idling_minor_stops,good,performance_loss,47.9,2,15.2,0.0,1,443.1,15.2,15.2,no,15.2,0.0,0.0,0.0,0.0,0.0,no,emergency,22.7,4.8,9,8,67.7,skilled,5.8,0.0,no,no,73.5,SUP-086,338.0,4.9,1.13,1.3,contamination,labelling,100pct_manual,yes,no,no,no,99.9662,99.1694,522.5,1.333,124.0,66.2,,8.2,219.4,1785.13,3011.43,38.64,0.0,9.66,300,4560.0,921.66,63.9,50.9747
MFG-LINE-PLT-003-03,PLT-003,WC-038,SHF-PLT-003-20210421-2,2021-04-21,2,464.6,PRD-2021-SKU-07994,electronics_pcb,WO-2021-03965,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.921,0.646,11.78,25.33,13.06,13.99,0.05,WC-003,13.09,92.07,WC-002,0.0,2902,1763,1761,2,1,1,278.59,375.0,0.7429,99.9428,1764,1.2,2,-39.25,22.74,442.8,357.9,0.8083,0.7882,0.9989,0.6363,19.57,30.75,84.9,473.8,2,reduced_speed,average,performance_loss,0.0,0,84.9,21.8,3,154.9,28.3,41.5,yes,63.0,0.0,0.0,0.0,0.0,21.9,yes,corrective,16.8,7.1,11,10,91.5,semi_skilled,4.2,0.0,no,no,60.1,SUP-109,572.0,4.75,1.08,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9428,97.7553,1160.5,0.659,223.4,159.3,,8.4,487.4,4229.55,3438.26,16.65,16.65,4.16,150,12735.0,2567.81,29.4,21.0231
MFG-LINE-PLT-007-02,PLT-007,WC-011,SHF-PLT-007-20240317-2,2024-03-17,2,449.1,PRD-2024-SKU-02728,industrial_machinery,WO-2024-30488,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,263.225,31.587,239.97,692.28,270.45,315.34,0.12,WC-001,264.43,91.32,WC-002,247.69,116,70,69,1,0,1,13.52,15.54,0.87,99.8825,70,2.7,6,-39.66,1.32,430.0,400.2,0.9307,0.6752,0.9857,0.6194,18.5,29.86,29.8,33.7,1,idling_minor_stops,average,performance_loss,108.7,3,29.8,19.1,3,149.7,9.9,12.1,no,0.0,8.8,8.9,0.0,12.1,0.0,yes,emergency,32.8,6.3,8,7,70.6,multi_skilled,5.6,0.0,no,no,78.6,SUP-169,1175.0,4.54,1.01,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8825,98.9548,172.2,2.496,38.3,17.7,,8.3,72.3,1804.8,3389.21,30.04,0.0,7.51,100,2980.0,603.51,62.4,105.7509
MFG-LINE-PLT-008-02,PLT-008,WC-040,SHF-PLT-008-20211015-1,2021-10-15,1,437.3,PRD-2021-SKU-04532,medical_devices,WO-2021-58143,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.764,3.501,41.21,85.76,43.29,49.54,0.08,WC-006,45.26,94.01,WC-002,0.0,677,511,510,1,0,1,82.18,93.02,0.8835,99.99,511,1.9,5,-24.52,69.97,437.3,426.4,0.9751,0.773,0.998,0.7522,22.84,30.37,10.9,150.1,1,idling_minor_stops,good,performance_loss,53.3,2,10.9,0.0,1,437.3,10.9,10.9,no,0.0,0.0,10.9,0.0,0.0,0.0,no,preventive,8.4,6.8,1,1,75.9,skilled,4.2,0.0,no,no,48.0,SUP-186,86.0,5.26,1.25,1.33,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.3983,199.4,0.391,54.1,16.4,,9.3,83.7,164.9,265.92,15.25,0.0,3.81,250,2725.0,548.81,52.6,16.1246
MFG-LINE-PLT-002-03,PLT-002,WC-008,SHF-PLT-002-20200627-3,2020-06-27,3,466.4,PRD-2020-SKU-04787,electronics_pcb,WO-2020-19103,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,61.369,3.068,52.96,85.19,61.6,66.43,0.05,WC-002,64.77,95.95,WC-008,0.0,639,413,412,1,0,1,58.59,82.38,0.7112,99.892,413,2.1,6,-35.37,4.08,466.4,455.0,0.9756,0.6611,0.9976,0.6434,20.84,32.39,11.4,211.7,1,idling_minor_stops,average,performance_loss,32.0,1,11.4,0.0,1,466.4,11.4,11.4,no,0.0,11.4,0.0,0.0,0.0,0.0,no,corrective,13.3,6.5,14,13,91.9,semi_skilled,6.6,0.0,no,no,77.4,SUP-036,1080.0,4.57,1.02,1.06,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.892,99.3736,354.3,0.86,69.4,28.4,,7.8,148.8,4922.12,9673.97,17.46,0.0,4.37,150,1710.0,346.37,27.8,52.9298
MFG-LINE-PLT-006-02,PLT-006,WC-023,SHF-PLT-006-20201106-2,2020-11-06,2,435.5,PRD-2020-SKU-09955,food_beverage,WO-2020-59455,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.852,1.062,8.14,11.63,8.23,10.6,0.12,WC-018,9.74,99.9,WC-002,0.0,3946,2407,2398,9,3,6,406.56,545.45,0.7454,99.6654,2410,0.8,2,-39.0,27.53,435.5,355.2,0.8156,0.7454,0.9963,0.6057,18.32,30.24,80.3,822.2,9,idling_minor_stops,average,performance_loss,0.0,0,80.3,0.0,3,145.2,26.8,40.6,yes,72.0,0.0,0.0,8.3,0.0,0.0,no,preventive,15.5,6.2,13,12,88.3,semi_skilled,1.6,0.0,no,no,14.2,SUP-175,3346.0,4.21,0.9,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.6654,99.5521,1266.1,0.528,267.4,184.0,,7.4,531.8,2673.51,5922.03,4.91,14.73,7.37,80,6424.0,1306.9,71.3,8.5129
MFG-LINE-PLT-004-07,PLT-004,WC-003,SHF-PLT-004-20231119-2,2023-11-19,2,424.8,PRD-2023-SKU-04574,industrial_machinery,WO-2023-60799,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,270.028,13.501,236.16,723.21,276.92,292.3,0.05,WC-005,280.33,94.38,WC-004,251.98,127,65,64,1,0,1,13.3,18.05,0.7368,99.7555,65,0.4,1,-48.82,0.45,424.8,293.2,0.6902,0.7366,0.9846,0.5006,14.77,29.5,131.6,23.2,1,equipment_failure,average,availability_loss,0.0,0,131.6,0.0,4,106.2,32.9,63.8,yes,92.7,38.9,0.0,0.0,0.0,0.0,no,preventive,22.9,5.6,22,20,66.3,semi_skilled,7.1,0.0,no,no,40.8,SUP-089,2445.0,4.31,0.94,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7555,97.6504,216.6,3.384,52.8,12.4,,7.7,91.0,8371.0,10888.42,41.59,0.0,10.4,100,13160.0,2642.4,47.3,343.1683
MFG-LINE-PLT-003-02,PLT-003,WC-032,SHF-PLT-003-20210905-3,2021-09-05,3,465.3,PRD-2021-SKU-09282,electronics_pcb,WO-2021-93223,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,52.152,6.258,45.23,152.57,53.22,62.48,0.12,WC-001,51.15,89.16,WC-001,0.0,761,416,414,2,0,2,68.91,98.63,0.6987,99.6237,416,0.7,1,-45.34,3.56,465.3,362.2,0.7784,0.6987,0.9952,0.5413,17.49,32.31,103.1,179.4,2,idling_minor_stops,average,performance_loss,0.0,0,103.1,0.0,4,116.3,25.8,48.6,yes,93.0,0.0,10.0,0.0,0.0,0.0,no,preventive,24.8,6.2,18,15,83.7,semi_skilled,11.8,0.0,no,yes,81.5,SUP-134,3763.0,4.17,0.89,0.9,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.6237,99.6222,321.7,0.777,70.5,33.7,,8.1,135.1,2284.34,2440.72,16.32,0.0,8.16,150,15465.0,3101.16,44.1,27.812
MFG-LINE-PLT-010-02,PLT-010,WC-024,SHF-PLT-010-20200817-2,2020-08-17,2,441.6,PRD-2020-SKU-06756,industrial_machinery,WO-2020-21657,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,391.12,83.504,342.83,558.61,348.05,528.9,0.213,WC-005,449.68,99.9,WC-004,378.74,90,43,42,1,0,1,9.0,12.38,0.727,99.4015,43,0.4,1,-52.22,0.32,441.6,431.8,0.9778,0.4828,0.9767,0.4611,14.14,30.67,9.8,46.1,1,reduced_speed,poor,performance_loss,145.1,4,9.8,0.0,1,441.6,9.8,9.8,no,0.0,0.0,0.0,0.0,9.8,0.0,no,corrective,32.7,6.1,20,18,80.9,semi_skilled,5.8,0.0,no,no,43.9,SUP-170,5985.0,4.01,0.84,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4015,97.4735,144.4,3.438,28.7,13.4,,7.7,60.6,5362.64,11390.92,36.08,0.0,9.02,100,980.0,205.02,59.4,435.8333
MFG-LINE-PLT-004-05,PLT-004,WC-023,SHF-PLT-004-20220605-3,2022-06-05,3,462.0,PRD-2022-SKU-09032,industrial_machinery,WO-2022-08846,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,204.711,10.236,180.61,463.56,202.19,221.6,0.05,WC-004,214.46,95.24,WC-002,180.92,182,109,108,1,0,1,17.52,23.79,0.7364,99.8619,109,1.2,3,-40.11,0.64,423.3,349.8,0.8264,0.7858,0.9908,0.6434,18.91,29.4,73.5,29.7,1,idling_minor_stops,average,performance_loss,15.1,1,73.5,38.7,4,115.5,18.4,26.1,no,44.1,29.4,0.0,0.0,0.0,0.0,yes,preventive,3.8,7.5,24,22,84.6,semi_skilled,4.9,1.7,no,yes,75.5,SUP-185,1381.0,4.49,1.0,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8619,98.4147,303.7,2.812,74.3,42.7,,8.1,127.6,6044.67,12612.7,40.48,0.0,10.12,100,7350.0,1480.12,30.4,213.6082
MFG-LINE-PLT-002-04,PLT-002,WC-031,SHF-PLT-002-20240519-3,2024-05-19,3,445.0,PRD-2024-SKU-06022,electronics_pcb,WO-2024-44721,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.228,3.015,14.93,38.03,15.89,22.2,0.175,WC-003,19.18,99.9,WC-002,0.0,1891,513,512,1,0,1,208.72,255.32,0.8175,99.8726,513,0.9,3,-72.87,5.31,445.0,147.5,0.3314,0.8175,0.9981,0.2704,8.36,30.9,297.5,114.5,1,setup_adjustment,poor,availability_loss,0.0,0,297.5569470406661,0.0,4,111.3,18.9,297.5569470406661,yes,17.1,54.5,0.0,3.8,0.0,0.0,no,preventive,15.6,2.1,18,13,91.1,expert,22.9,0.0,no,no,60.3,SUP-060,1274.0,4.52,1.01,1.08,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8726,98.2202,251.4,0.491,62.4,25.3,,8.8,105.6,4094.97,8870.74,14.85,0.0,3.71,150,44633.54,8930.42,70.9,40.2027
MFG-LINE-PLT-003-01,PLT-003,WC-014,SHF-PLT-003-20200213-1,2020-02-13,1,426.2,PRD-2020-SKU-04769,electronics_pcb,WO-2020-92134,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,20.764,1.038,18.77,25.02,20.5,22.48,0.05,WC-006,21.28,93.18,WC-002,0.0,1246,908,907,1,0,1,173.25,175.61,0.9866,99.9717,908,0.9,2,-27.13,18.24,394.5,282.8,0.9811,0.9688,0.9991,0.9496,19.61,27.39,111.7,0.0,1,setup_adjustment,world_class,availability_loss,0.0,0,111.7,31.7,7,60.9,16.0,40.6,yes,40.6,0.0,4.1,0.0,28.0,39.1,yes,corrective,24.0,9.2,8,7,81.9,expert,10.7,0.0,no,no,54.0,SUP-011,283.3,6.0,1.8,1.29,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9717,98.2605,1506.5,1.661,415.5,153.3,,5.8,632.7,2017.52,3597.04,10.63,0.0,2.66,150,16755.0,3353.66,56.9,16.832
MFG-LINE-PLT-004-04,PLT-004,WC-023,SHF-PLT-004-20201218-1,2020-12-18,1,421.6,PRD-2020-SKU-01203,industrial_machinery,WO-2020-55155,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,330.735,62.509,298.91,939.42,321.05,433.87,0.189,WC-002,350.84,96.44,WC-001,318.31,87,71,70,1,0,1,10.88,12.43,0.8753,99.7982,71,3.6,10,-18.39,0.52,421.6,421.6,1.0,0.813,0.9859,0.8016,23.47,29.28,0.0,16.3,1,idling_minor_stops,good,performance_loss,29.9,3,0.0,0.0,0,421.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,6.8,20,19,72.9,skilled,1.3,0.0,no,no,29.9,SUP-198,2018.0,4.38,0.96,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7982,98.3998,160.0,2.286,40.1,21.7,,8.5,67.2,5559.42,4539.51,49.31,0.0,12.33,100,0.0,12.33,58.3,194.2849
MFG-LINE-PLT-005-01,PLT-005,WC-002,SHF-PLT-005-20220131-2,2022-01-31,2,474.5,PRD-2022-SKU-01422,automotive_body,WO-2022-34217,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,45.935,5.512,42.0,129.33,45.17,55.03,0.12,WC-003,46.15,91.34,WC-001,0.0,827,463,462,1,0,1,78.31,104.65,0.7483,99.9521,463,2.2,5,-44.01,58.42,474.5,395.1,0.8327,0.6719,0.9978,0.5582,18.39,32.95,79.4,226.1,1,reduced_speed,average,performance_loss,40.3,1,79.4,0.0,6,79.1,13.2,27.8,no,27.8,0.0,0.0,20.1,18.2,13.3,no,preventive,20.8,5.5,1,1,84.9,semi_skilled,11.1,0.0,no,no,34.5,SUP-156,479.0,4.8,1.1,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9521,97.8442,991.9,2.147,214.6,73.1,19.8,8.3,416.6,466.74,771.35,29.89,0.0,7.47,200,15880.0,3183.47,39.6,32.6345
MFG-LINE-PLT-008-02,PLT-008,WC-010,SHF-PLT-008-20240921-3,2024-09-21,3,446.8,PRD-2024-SKU-05210,medical_devices,WO-2024-68744,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.593,3.487,38.62,64.74,44.0,49.35,0.08,WC-002,45.24,94.34,WC-003,0.0,692,564,563,1,0,1,82.44,93.02,0.8863,99.99,564,0.1,0,-18.5,5.82,446.8,436.9,0.9778,0.8327,0.9982,0.8128,25.22,31.03,9.9,113.3,1,reduced_speed,good,performance_loss,26.4,1,9.9,0.0,1,446.8,9.9,9.9,no,0.0,0.0,0.0,9.9,0.0,0.0,no,predictive,8.4,7.2,18,13,82.4,expert,24.3,0.0,no,no,72.8,SUP-126,54.0,5.37,1.29,1.43,contamination,functional_failure,automated_vision,no,no,no,no,99.99,99.7456,628.9,1.117,120.0,87.8,,8.1,264.1,3916.0,6228.83,14.69,0.0,3.67,250,2475.0,498.67,58.6,32.7353
MFG-LINE-PLT-010-04,PLT-010,WC-010,SHF-PLT-010-20241005-2,2024-10-05,2,432.6,PRD-2024-SKU-01941,industrial_machinery,WO-2024-11147,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,297.119,35.654,278.95,455.59,283.41,355.95,0.12,WC-004,316.71,96.9,WC-003,283.5,98,76,75,1,0,1,12.09,13.62,0.8877,99.8898,76,3.8,12,-22.45,2.6,432.6,397.0,0.9177,0.8434,0.9868,0.7638,22.94,30.04,35.6,14.1,1,reduced_speed,good,performance_loss,19.8,1,35.6,0.0,3,144.2,11.9,20.7,no,0.0,0.0,30.7,4.9,0.0,0.0,no,corrective,14.7,5.1,5,4,87.0,expert,2.4,0.0,no,no,16.4,SUP-005,1102.0,4.56,1.02,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8898,99.007,316.5,4.22,86.6,42.9,,7.2,132.9,886.75,1191.03,56.56,0.0,14.14,100,3560.0,726.14,57.7,85.0179
MFG-LINE-PLT-004-02,PLT-004,WC-016,SHF-PLT-004-20240210-3,2024-02-10,3,467.3,PRD-2024-SKU-01854,industrial_machinery,WO-2024-00203,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,311.148,66.43,295.22,541.42,326.23,420.76,0.213,WC-002,364.92,99.9,WC-001,295.15,120,87,83,4,1,3,11.44,16.0,0.715,96.3475,88,4.2,11,-27.5,0.67,467.3,456.1,0.976,0.7152,0.954,0.666,21.61,32.45,11.2,34.6,4,idling_minor_stops,average,performance_loss,0.0,0,11.2,0.0,1,467.3,11.2,11.2,no,0.0,0.0,11.2,0.0,0.0,0.0,no,corrective,6.1,7.2,21,16,88.5,semi_skilled,23.6,0.0,no,no,28.2,SUP-106,36525.0,3.29,0.6,0.61,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,96.3475,93.6364,272.0,3.277,58.4,40.1,,7.8,114.2,3395.72,7359.58,22.72,22.72,17.04,100,1120.0,263.76,50.8,153.3969
MFG-LINE-PLT-009-02,PLT-009,WC-010,SHF-PLT-009-20210108-1,2021-01-08,1,446.3,PRD-2021-SKU-07808,automotive_body,WO-2021-51741,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,36.831,1.842,34.3,44.2,37.13,39.87,0.05,WC-003,37.46,92.45,WC-001,0.0,811,651,650,1,0,1,97.66,109.09,0.8952,99.9822,651,1.3,4,-19.73,3.8,446.3,400.0,0.8962,0.8952,0.9985,0.8011,24.83,30.99,46.3,76.2,1,idling_minor_stops,good,performance_loss,0.0,0,46.3,0.0,3,148.8,15.4,25.9,no,25.9,0.0,9.9,10.5,0.0,0.0,no,preventive,14.2,6.5,24,23,68.1,skilled,4.2,0.0,no,no,46.9,SUP-194,178.0,5.07,1.19,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9822,99.3098,1269.5,1.953,301.5,138.2,25.4,8.4,533.2,10317.64,17069.3,33.05,0.0,8.26,200,9260.0,1860.26,39.9,75.2346
MFG-LINE-PLT-003-01,PLT-003,WC-021,SHF-PLT-003-20211221-1,2021-12-21,1,444.4,PRD-2021-SKU-04459,electronics_pcb,WO-2021-36608,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,33.709,1.685,29.08,100.98,33.46,36.49,0.05,WC-007,36.43,98.24,WC-005,0.0,1299,680,679,1,0,1,106.78,175.61,0.6081,99.8852,680,2.4,4,-47.65,9.17,444.4,433.9,0.9764,0.5355,0.9985,0.5221,16.11,30.86,10.5,589.8,1,idling_minor_stops,average,performance_loss,51.8,2,10.5,0.0,1,444.4,10.5,10.5,no,0.0,0.0,0.0,10.5,0.0,0.0,no,preventive,24.0,6.1,11,10,62.8,trainee,1.3,0.0,no,yes,33.6,SUP-024,1148.0,4.55,1.02,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8852,98.8465,550.0,0.81,138.6,78.8,,8.0,231.0,3664.04,6860.37,4.31,0.0,1.08,150,1575.0,316.08,58.5,19.8162
MFG-LINE-PLT-009-02,PLT-009,WC-014,SHF-PLT-009-20220116-1,2022-01-16,1,445.3,PRD-2022-SKU-02114,automotive_body,WO-2022-05648,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.248,2.062,36.03,120.37,40.86,44.65,0.05,WC-003,41.29,90.99,WC-002,0.0,809,386,385,1,0,1,87.06,109.09,0.7981,99.9757,386,0.9,3,-52.29,2.36,445.3,313.2,0.7033,0.6778,0.9974,0.4755,14.7,30.92,132.1,183.5,1,idling_minor_stops,poor,performance_loss,47.2,2,132.1,0.0,7,63.6,18.9,41.1,yes,69.7,24.7,25.6,12.1,0.0,0.0,no,corrective,14.2,6.6,24,22,66.1,semi_skilled,4.7,0.0,no,no,14.2,SUP-079,243.0,4.99,1.16,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9757,98.1032,815.4,2.118,213.4,92.0,16.3,8.3,342.5,3047.34,6375.36,42.62,0.0,10.65,200,26420.0,5294.65,66.8,67.2052
MFG-LINE-PLT-007-01,PLT-007,WC-031,SHF-PLT-007-20200922-3,2020-09-22,3,470.4,PRD-2020-SKU-06466,industrial_machinery,WO-2020-61509,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,203.375,6.101,190.06,286.21,204.93,213.44,0.03,WC-009,207.66,92.82,WC-001,182.22,165,89,88,1,0,1,17.65,21.16,0.8341,99.9246,89,3.0,9,-46.06,1.12,470.4,465.1,0.9887,0.5425,0.9888,0.5304,17.33,32.66,5.3,75.1,1,reduced_speed,average,performance_loss,162.6,4,5.3,0.0,1,470.4,5.3,5.3,no,0.0,0.0,0.0,0.0,0.0,5.3,no,preventive,27.1,6.3,11,10,72.7,multi_skilled,3.9,0.0,no,no,37.8,SUP-022,754.0,4.67,1.06,1.18,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9246,97.2767,254.1,2.887,43.1,21.5,,8.1,106.7,4270.35,7715.3,33.1,0.0,8.28,100,530.0,114.28,68.5,169.6767
MFG-LINE-PLT-005-06,PLT-005,WC-013,SHF-PLT-005-20210729-1,2021-07-29,1,420.0,PRD-2021-SKU-06364,automotive_body,WO-2021-20034,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.253,4.363,75.54,169.63,87.07,94.45,0.05,WC-006,91.99,95.84,WC-005,39.25,335,187,186,1,0,1,41.22,48.0,0.8588,99.9811,187,0.5,1,-44.18,5.31,420.0,344.9,0.8212,0.6777,0.9947,0.5535,16.14,29.17,75.1,88.9,1,idling_minor_stops,average,performance_loss,72.7,2,75.1,0.0,4,105.0,18.8,32.5,yes,32.5,9.2,33.4,0.0,0.0,0.0,no,corrective,32.1,4.2,6,5,86.1,skilled,10.2,0.0,no,no,83.3,SUP-080,189.0,5.05,1.18,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9811,98.1783,278.4,1.497,73.8,37.6,5.6,8.8,116.9,1310.69,3130.04,26.94,0.0,6.74,200,15020.0,3010.74,70.1,50.9597
MFG-LINE-PLT-005-02,PLT-005,WC-037,SHF-PLT-005-20240113-2,2024-01-13,2,450.8,PRD-2024-SKU-06780,automotive_body,WO-2024-34806,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,56.432,4.515,52.59,103.77,54.46,63.88,0.08,WC-002,58.96,94.98,WC-006,0.0,569,465,464,1,0,1,63.7,75.79,0.8405,99.9809,465,0.3,1,-18.28,12.35,450.8,450.8,1.0,0.8167,0.9978,0.8149,25.51,31.3,0.0,104.4,1,idling_minor_stops,good,performance_loss,12.8,1,0.0,0.0,0,450.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,5.8,6,5,72.6,skilled,9.4,0.0,no,no,36.4,SUP-154,191.0,5.05,1.18,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9809,99.3615,1399.4,3.016,335.5,178.4,28.0,7.6,587.7,1034.14,2529.8,54.64,0.0,13.66,200,0.0,13.66,50.9,62.4387
MFG-LINE-PLT-002-01,PLT-002,WC-021,SHF-PLT-002-20221227-3,2022-12-27,3,422.5,PRD-2022-SKU-03586,electronics_pcb,WO-2022-38269,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,46.192,2.31,43.22,74.88,45.52,50.0,0.05,WC-002,47.49,93.46,WC-001,0.0,665,339,338,1,0,1,77.72,94.49,0.8225,99.958,339,0.4,1,-49.02,9.6,386.1,259.2,0.6713,0.8305,0.9971,0.5559,14.91,26.81,126.9,69.2,1,setup_adjustment,average,availability_loss,33.9,1,126.9,36.4,5,84.5,25.4,49.0,yes,85.0,5.4,24.5,12.0,0.0,0.0,yes,corrective,26.7,4.3,6,5,93.0,multi_skilled,12.0,0.0,no,no,44.6,SUP-129,420.0,4.84,1.11,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.958,97.5398,228.8,0.677,64.4,12.6,,8.3,96.1,764.62,1287.15,10.09,0.0,2.52,150,19035.0,3809.52,65.1,16.1902
MFG-LINE-PLT-010-04,PLT-010,WC-049,SHF-PLT-010-20220709-2,2022-07-09,2,440.8,PRD-2022-SKU-05464,industrial_machinery,WO-2022-09941,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,293.018,35.162,274.47,683.23,275.84,351.04,0.12,WC-008,313.93,97.4,WC-001,279.4,99,76,75,1,0,1,12.23,13.62,0.8979,99.8666,76,0.1,0,-23.23,0.6,440.8,392.3,0.89,0.8534,0.9868,0.7495,22.94,30.61,48.5,13.1,1,idling_minor_stops,good,performance_loss,19.4,1,48.5,0.0,2,220.4,24.3,26.9,no,26.9,21.6,0.0,0.0,0.0,0.0,no,preventive,14.7,4.5,18,17,91.4,expert,2.6,0.0,no,no,34.7,SUP-198,1334.0,4.5,1.0,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8666,98.9891,226.6,3.021,59.6,22.0,,8.0,95.2,7874.84,9071.35,66.98,0.0,16.75,100,4850.0,986.75,56.4,293.8223
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20240914-2,2024-09-14,2,436.2,PRD-2024-SKU-05698,electronics_pcb,WO-2024-43232,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.917,4.039,16.61,26.03,18.41,25.58,0.213,WC-002,22.88,99.9,WC-001,0.0,1851,1234,1230,4,1,3,190.22,255.32,0.745,99.7277,1235,0.1,0,-33.33,10.57,436.2,424.1,0.9723,0.6837,0.9968,0.6626,20.07,30.29,12.1,570.9,4,idling_minor_stops,average,performance_loss,34.9,1,12.1,0.0,1,436.2,12.1,12.1,no,12.1,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,4.9,18,16,86.0,semi_skilled,10.5,0.0,no,no,29.3,SUP-159,2723.0,4.28,0.93,1.07,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7277,98.8914,632.2,0.514,126.9,58.0,,8.7,265.5,5850.96,10041.44,23.16,23.16,17.37,150,1815.0,403.53,65.7,36.156
MFG-LINE-PLT-004-03,PLT-004,WC-013,SHF-PLT-004-20240627-2,2024-06-27,2,439.8,PRD-2024-SKU-09469,industrial_machinery,WO-2024-49514,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,152.694,7.635,132.62,242.84,151.19,165.29,0.05,WC-004,156.79,93.35,WC-005,125.6,198,146,145,1,0,1,23.57,27.09,0.8701,99.9164,146,1.1,3,-26.26,3.96,439.8,371.6,0.8449,0.8702,0.9932,0.7303,22.3,30.54,68.2,21.8,1,equipment_failure,good,availability_loss,0.0,0,68.2,0.0,4,110.0,17.1,21.8,no,21.8,35.9,0.0,10.6,0.0,0.0,no,corrective,22.2,8.1,6,5,67.9,skilled,0.3,0.0,no,no,88.0,SUP-191,836.0,4.64,1.05,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9164,98.9267,427.9,2.951,97.7,21.6,,8.0,179.7,765.48,1354.44,69.19,0.0,17.3,100,6820.0,1381.3,25.8,84.2873
MFG-LINE-PLT-010-01,PLT-010,WC-005,SHF-PLT-010-20230118-3,2023-01-18,3,454.4,PRD-2023-SKU-04167,industrial_machinery,WO-2023-18701,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,395.851,31.668,365.42,820.02,397.76,448.1,0.08,WC-004,429.08,98.54,WC-003,382.98,97,31,30,1,0,1,8.97,12.87,0.697,99.6817,31,0.6,2,-68.04,0.33,454.4,387.0,0.8517,0.3734,0.9677,0.3077,9.71,31.56,67.4,52.0,1,reduced_speed,poor,performance_loss,179.6,4,67.4,0.0,7,64.9,9.6,23.9,no,37.3,0.0,5.6,21.0,0.0,3.5,no,preventive,19.7,6.0,15,12,94.4,semi_skilled,16.1,0.0,no,no,46.3,SUP-060,3183.0,4.23,0.91,0.99,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6817,98.2492,88.7,2.957,21.1,6.5,,8.0,37.3,4473.42,10386.24,55.12,0.0,13.78,100,6740.0,1361.78,66.7,552.2793
MFG-LINE-PLT-008-01,PLT-008,WC-043,SHF-PLT-008-20221009-3,2022-10-09,3,438.2,PRD-2022-SKU-08926,medical_devices,WO-2022-49151,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,129.673,15.561,115.18,375.14,129.33,155.35,0.12,WC-003,132.37,92.8,WC-002,98.06,230,163,162,1,0,1,27.6,31.61,0.8731,99.9822,163,1.1,3,-29.13,2.02,438.2,426.3,0.9728,0.7258,0.9939,0.7018,21.36,30.43,11.9,61.6,1,idling_minor_stops,good,performance_loss,72.0,3,11.9,0.0,2,219.1,5.9,8.8,no,8.8,3.1,0.0,0.0,0.0,0.0,no,predictive,7.3,7.5,12,11,91.3,multi_skilled,1.7,0.0,no,no,17.4,SUP-009,178.0,5.07,1.19,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9822,99.3314,141.1,0.871,28.1,13.2,,8.5,59.3,1841.24,3311.68,15.87,0.0,3.97,250,2975.0,598.97,53.7,47.7761
MFG-LINE-PLT-003-03,PLT-003,WC-029,SHF-PLT-003-20220921-2,2022-09-21,2,460.4,PRD-2022-SKU-08493,electronics_pcb,WO-2022-44238,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.671,0.534,10.11,22.56,10.52,11.55,0.05,WC-003,11.28,96.1,WC-002,0.0,2876,1819,1818,1,0,1,337.26,375.0,0.8994,99.9641,1819,0.0,0,-36.75,29.62,460.4,323.6,0.7029,0.8994,0.9995,0.6318,20.2,31.97,136.8,203.5,1,setup_adjustment,average,availability_loss,0.0,0,136.8,0.0,3,153.5,45.6,95.9,yes,128.8,0.0,0.0,8.0,0.0,0.0,no,predictive,16.8,5.8,10,8,83.7,expert,12.6,0.0,no,no,63.4,SUP-140,359.0,4.88,1.13,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9641,99.0228,1358.0,0.747,345.1,177.6,,8.1,570.4,2271.54,3471.49,45.97,0.0,11.49,150,20520.0,4115.49,54.4,49.1543
MFG-LINE-PLT-004-07,PLT-004,WC-024,SHF-PLT-004-20230201-3,2023-02-01,3,455.5,PRD-2023-SKU-09818,industrial_machinery,WO-2023-64279,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,282.289,14.114,240.88,517.19,273.61,305.58,0.05,WC-005,289.3,93.17,WC-002,264.24,136,58,57,1,0,1,12.58,18.05,0.697,99.7947,58,0.7,2,-57.35,0.42,455.5,350.1,0.7686,0.5506,0.9828,0.4159,13.16,31.63,105.4,47.3,1,reduced_speed,poor,performance_loss,73.5,2,105.4,0.0,5,91.1,21.1,37.3,yes,71.8,18.8,14.8,0.0,0.0,0.0,no,preventive,22.9,5.6,22,18,82.1,semi_skilled,16.5,0.0,no,no,42.6,SUP-091,2053.0,4.37,0.96,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.7947,98.1411,195.4,3.428,37.4,15.5,,7.7,82.1,4625.67,5899.36,37.78,0.0,9.45,100,10540.0,2117.45,39.9,223.0925
MFG-LINE-PLT-001-01,PLT-001,WC-048,SHF-PLT-001-20240815-3,2024-08-15,3,436.5,PRD-2024-SKU-06271,pharmaceutical,WO-2024-79844,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.909,0.777,23.8,38.79,26.1,27.19,0.03,WC-006,26.33,92.38,WC-010,0.0,1283,845,844,1,0,1,138.88,176.47,0.787,99.99,845,0.4,0,-34.14,23.2,436.5,393.3,0.901,0.7304,0.9988,0.6574,19.93,30.31,43.2,311.9,1,reduced_speed,average,performance_loss,28.3,1,43.2,0.0,3,145.5,14.4,22.1,no,7.4,13.7,0.0,0.0,0.0,22.1,no,preventive,26.8,5.1,7,5,65.8,skilled,15.2,0.0,no,no,75.8,SUP-049,55.0,5.37,1.29,1.47,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.7886,1493.9,1.77,274.7,80.8,,7.6,627.4,1307.65,2259.32,38.8,0.0,9.7,300,12960.0,2601.7,60.1,43.0722
MFG-LINE-PLT-005-04,PLT-005,WC-033,SHF-PLT-005-20220118-1,2022-01-18,1,455.5,PRD-2022-SKU-03294,automotive_body,WO-2022-71504,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,60.584,7.27,55.53,162.59,59.0,72.58,0.12,WC-003,64.87,97.34,WC-001,0.0,586,343,342,1,0,1,59.35,77.25,0.7683,99.9317,343,2.0,5,-41.47,22.53,455.5,346.8,0.7613,0.7682,0.9971,0.5832,18.45,31.63,108.7,103.5,1,setup_adjustment,average,availability_loss,0.0,0,108.7,0.0,7,65.1,15.5,26.6,no,51.8,38.5,0.0,0.0,18.4,0.0,no,preventive,15.6,5.8,3,2,78.2,semi_skilled,8.0,0.0,no,no,35.7,SUP-063,683.0,4.7,1.07,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9317,98.0195,690.8,2.02,129.7,61.4,13.8,8.4,290.1,870.6,1986.84,19.43,0.0,4.86,200,21740.0,4352.86,39.0,27.8419
MFG-LINE-PLT-005-01,PLT-005,WC-031,SHF-PLT-005-20201129-3,2020-11-29,3,441.8,PRD-2020-SKU-05969,automotive_body,WO-2020-08548,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.075,4.929,38.44,76.06,42.57,49.21,0.12,WC-002,42.83,94.79,WC-004,0.0,770,302,301,1,0,1,87.56,104.65,0.8367,99.9397,302,2.3,5,-60.78,2.4,441.8,259.9,0.5882,0.6663,0.9967,0.3906,11.98,30.68,181.9,151.3,1,setup_adjustment,poor,availability_loss,52.9,3,181.9,0.0,8,55.2,22.7,59.5,yes,110.8,36.1,0.0,4.0,0.0,31.0,no,preventive,20.8,5.4,18,17,85.9,multi_skilled,0.8,0.0,no,no,23.8,SUP-161,603.0,4.74,1.08,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9397,99.3714,753.7,2.504,149.7,49.2,15.1,8.0,316.6,7302.68,17603.93,18.41,0.0,4.6,200,36380.0,7280.6,33.3,101.2174
MFG-LINE-PLT-005-06,PLT-005,WC-011,SHF-PLT-005-20200310-2,2020-03-10,2,430.7,PRD-2020-SKU-09361,automotive_body,WO-2020-41152,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,98.942,4.947,89.74,245.14,100.17,107.1,0.05,WC-010,102.16,93.87,WC-004,50.94,344,153,152,1,0,1,36.26,48.0,0.7554,99.9746,153,6.4,21,-55.52,1.63,430.7,298.0,0.6919,0.6417,0.9935,0.4411,13.19,29.91,132.7,85.4,1,idling_minor_stops,poor,performance_loss,44.9,1,132.7,0.0,6,71.8,22.1,31.3,yes,78.1,16.2,0.0,0.0,0.0,38.5,no,preventive,32.1,6.4,14,13,78.8,semi_skilled,3.3,0.0,no,no,50.0,SUP-150,254.0,4.98,1.16,1.17,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9746,99.6607,387.6,2.55,98.0,54.9,7.8,8.0,162.8,2946.05,6700.2,82.02,0.0,20.5,200,26540.0,5328.5,52.0,146.0218
MFG-LINE-PLT-002-01,PLT-002,WC-030,SHF-PLT-002-20220131-1,2022-01-31,1,457.7,PRD-2022-SKU-01596,electronics_pcb,WO-2022-42017,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.161,2.158,38.51,78.34,43.51,46.72,0.05,WC-001,42.1,88.67,WC-002,0.0,719,593,592,1,0,1,83.31,94.49,0.8817,99.878,593,1.4,4,-17.52,4.31,457.7,427.1,0.9331,0.8817,0.9983,0.8214,26.11,31.78,30.6,79.6,1,reduced_speed,good,performance_loss,0.0,0,30.6,0.0,2,228.8,15.3,20.2,no,0.0,0.0,20.2,10.4,0.0,0.0,no,corrective,26.7,6.4,22,18,70.4,skilled,14.1,0.0,no,no,42.5,SUP-151,1220.0,4.53,1.01,1.08,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.878,99.0796,568.3,0.96,134.0,54.1,,7.6,238.7,8039.05,11530.13,18.78,0.0,4.7,150,4590.0,922.7,30.0,51.8678
MFG-LINE-PLT-005-01,PLT-005,WC-026,SHF-PLT-005-20230227-2,2023-02-27,2,465.8,PRD-2023-SKU-06191,automotive_body,WO-2023-34461,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,59.902,7.188,52.05,90.53,60.12,71.76,0.12,WC-001,67.32,99.9,WC-004,0.0,811,408,407,1,0,1,60.0,104.65,0.5733,99.8886,408,1.1,4,-49.69,7.49,465.8,408.0,0.8759,0.5733,0.9975,0.5009,16.2,32.35,57.8,303.7,1,reduced_speed,average,performance_loss,0.0,0,57.8,0.0,3,155.3,19.3,24.0,no,15.9,41.9,0.0,0.0,0.0,0.0,no,preventive,20.8,4.7,8,7,64.7,trainee,11.4,0.0,no,yes,27.6,SUP-144,1114.0,4.56,1.02,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8886,97.6534,631.3,1.551,111.8,46.6,12.6,8.8,265.1,3278.54,4447.54,56.29,0.0,14.07,200,11560.0,2326.07,42.8,75.4113
MFG-LINE-PLT-003-01,PLT-003,WC-042,SHF-PLT-003-20221118-3,2022-11-18,3,420.7,PRD-2022-SKU-08926,electronics_pcb,WO-2022-64228,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.85,1.293,24.1,60.69,25.64,27.98,0.05,WC-011,27.51,96.74,WC-008,0.0,1230,752,751,1,0,1,139.13,175.61,0.7923,99.8945,752,0.1,0,-38.86,4.87,420.7,353.9,0.8412,0.7259,0.9987,0.6098,17.82,29.22,66.8,284.0,1,reduced_speed,average,performance_loss,29.6,1,66.8,0.0,4,105.2,16.7,21.8,no,0.0,41.0,0.0,8.6,0.0,17.2,no,preventive,24.0,6.4,23,22,90.5,skilled,4.0,0.0,no,no,21.8,SUP-129,1055.0,4.57,1.02,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8945,99.4577,581.3,0.774,141.3,83.1,,8.1,244.1,3911.04,6897.64,29.34,0.0,7.33,150,10020.0,2011.33,42.0,43.7715
MFG-LINE-PLT-004-07,PLT-004,WC-035,SHF-PLT-004-20240404-3,2024-04-04,3,422.3,PRD-2024-SKU-08948,industrial_machinery,WO-2024-06586,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,285.065,14.253,268.5,793.61,289.97,308.58,0.05,WC-004,293.29,93.53,WC-001,267.01,126,37,36,1,0,1,12.61,18.05,0.6986,99.8809,37,3.3,12,-70.63,0.37,422.3,242.5,0.5742,0.507,0.973,0.2833,8.31,29.33,179.8,36.0,1,idling_minor_stops,poor,performance_loss,66.5,3,179.8,0.0,8,52.8,22.5,66.6,yes,90.6,15.5,24.4,27.2,3.2,18.9,no,preventive,22.9,5.5,17,14,63.9,semi_skilled,17.5,0.4,yes,no,31.7,SUP-130,1191.0,4.54,1.01,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8809,98.4669,139.0,3.862,31.8,11.6,,7.4,58.4,3862.74,4339.13,75.45,0.0,18.86,100,17980.0,3614.86,44.6,305.3756
MFG-LINE-PLT-006-02,PLT-006,WC-037,SHF-PLT-006-20211102-3,2021-11-02,3,428.0,PRD-2021-SKU-08553,food_beverage,WO-2021-96038,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.468,0.896,6.37,9.71,7.41,8.95,0.12,WC-006,8.57,99.9,WC-005,0.0,3884,2921,2916,5,2,3,482.04,545.45,0.8837,99.8472,2923,0.2,0,-24.79,45.42,428.0,363.6,0.8495,0.8837,0.9983,0.7495,22.28,29.72,64.4,384.4,5,setup_adjustment,good,availability_loss,0.0,0,64.4,0.0,4,107.0,16.1,34.5,yes,34.5,9.4,0.0,0.0,5.1,15.4,no,preventive,15.5,6.5,10,9,94.7,expert,6.7,0.0,no,yes,30.4,SUP-132,1528.0,4.46,0.99,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8472,99.6648,1507.6,0.517,391.9,195.1,,7.4,633.2,3018.03,5975.33,8.13,16.26,6.1,80,5152.0,1052.76,41.1,11.2281
MFG-LINE-PLT-005-01,PLT-005,WC-003,SHF-PLT-005-20200315-2,2020-03-15,2,421.9,PRD-2020-SKU-03998,automotive_body,WO-2020-65139,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.485,4.618,36.25,60.85,37.43,46.1,0.12,WC-002,40.7,96.15,WC-004,0.0,735,484,483,1,0,1,93.41,104.65,0.8926,99.9691,484,0.9,3,-34.15,3.62,421.9,352.0,0.8343,0.7884,0.9979,0.6564,19.23,29.3,69.9,129.9,1,reduced_speed,average,performance_loss,41.1,1,69.9,0.0,6,70.3,11.7,28.6,no,25.5,5.1,0.0,10.8,0.0,28.6,no,corrective,20.8,6.8,20,19,82.4,multi_skilled,4.3,0.9,no,no,84.0,SUP-024,309.0,4.92,1.14,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9691,97.5211,1632.1,3.379,459.5,108.7,32.6,7.3,685.5,2724.92,4699.05,72.98,0.0,18.25,200,13980.0,2814.25,28.5,88.5016
MFG-LINE-PLT-003-05,PLT-003,WC-043,SHF-PLT-003-20240906-2,2024-09-06,2,461.0,PRD-2024-SKU-02343,electronics_pcb,WO-2024-96153,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,65.682,7.882,59.42,135.89,61.76,78.69,0.12,WC-005,67.98,94.09,WC-001,0.0,704,247,246,1,0,1,54.67,92.07,0.5938,99.6153,247,0.0,0,-64.91,6.4,461.0,450.6,0.9774,0.3573,0.996,0.3478,11.13,32.01,10.4,444.4,1,idling_minor_stops,poor,performance_loss,179.5,4,10.4,0.0,1,461.0,10.4,10.4,no,0.0,0.0,0.0,0.0,0.0,10.4,no,emergency,2.5,7.6,6,5,68.8,trainee,3.0,0.0,no,no,60.0,SUP-136,3847.0,4.17,0.89,0.9,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.6153,99.4684,241.1,0.98,52.8,25.1,,7.6,101.3,1308.3,2550.5,8.88,0.0,2.22,150,1560.0,314.22,39.6,24.6023
MFG-LINE-PLT-010-01,PLT-010,WC-039,SHF-PLT-010-20230217-1,2023-02-17,1,430.4,PRD-2023-SKU-07895,industrial_machinery,WO-2023-29266,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,321.597,25.728,284.43,602.38,311.46,364.05,0.08,WC-003,332.98,94.13,WC-001,308.73,92,26,25,1,0,1,10.89,12.87,0.8462,99.9019,26,2.8,8,-71.74,0.22,430.4,249.5,0.5797,0.4857,0.9615,0.2708,8.09,29.89,180.9,27.5,1,reduced_speed,poor,performance_loss,106.2,3,180.9,0.0,3,143.5,60.3,161.7,yes,161.7,15.0,0.0,0.0,4.2,0.0,no,predictive,19.7,5.8,17,16,85.4,skilled,0.1,0.0,no,no,59.2,SUP-102,981.0,4.6,1.03,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9019,98.6195,128.4,5.136,29.3,10.7,,6.6,53.9,3401.0,4614.14,34.72,0.0,8.68,100,18090.0,3626.68,45.3,356.7144
MFG-LINE-PLT-005-04,PLT-005,WC-011,SHF-PLT-005-20221104-2,2022-11-04,2,430.8,PRD-2022-SKU-03546,automotive_body,WO-2022-17165,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.018,6.002,45.33,65.85,47.88,59.92,0.12,WC-004,58.69,99.9,WC-003,0.0,554,396,395,1,0,1,71.9,77.25,0.9307,99.9827,396,0.3,1,-28.52,3.93,430.8,363.3,0.8433,0.8466,0.9975,0.7122,21.31,29.92,67.5,71.8,1,setup_adjustment,good,availability_loss,32.8,1,67.5,0.0,4,107.7,16.9,29.4,no,29.4,11.1,13.6,13.4,0.0,0.0,no,predictive,15.6,7.8,15,14,69.5,expert,1.8,0.0,no,no,39.2,SUP-093,173.0,5.08,1.19,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9827,99.9197,1185.0,3.0,311.7,166.9,23.7,7.6,497.7,5339.46,4459.82,29.43,0.0,7.36,200,13500.0,2707.36,38.8,54.3128
MFG-LINE-PLT-003-03,PLT-003,WC-005,SHF-PLT-003-20220921-3,2022-09-21,3,437.3,PRD-2022-SKU-03669,electronics_pcb,WO-2022-51005,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.233,0.662,12.56,19.29,12.93,14.33,0.05,WC-002,13.66,93.85,WC-003,0.0,2728,1611,1608,3,1,2,271.94,375.0,0.7252,99.8276,1612,1.2,4,-40.95,220.65,437.3,355.5,0.8129,0.7252,0.9981,0.5884,17.87,30.36,81.8,610.5,3,idling_minor_stops,average,performance_loss,0.0,0,81.8,0.0,5,87.5,16.4,33.2,yes,33.2,21.3,0.0,27.4,0.0,0.0,no,preventive,16.8,7.3,1,1,65.8,semi_skilled,15.6,0.0,no,yes,57.5,SUP-052,1724.0,4.42,0.97,0.98,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8276,97.0567,1320.2,0.821,328.1,164.8,,7.9,554.5,322.79,390.4,6.7,6.7,3.35,150,12270.0,2464.05,49.8,7.156
MFG-LINE-PLT-005-01,PLT-005,WC-011,SHF-PLT-005-20230621-3,2023-06-21,3,477.5,PRD-2023-SKU-08997,automotive_body,WO-2023-73209,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.272,5.073,39.92,122.76,42.01,50.64,0.12,WC-004,44.73,96.19,WC-002,0.0,832,454,453,1,0,1,85.06,104.65,0.8128,99.9456,454,0.4,1,-45.43,14.23,477.5,397.4,0.8323,0.655,0.9978,0.5439,18.04,33.16,80.1,239.1,1,reduced_speed,average,performance_loss,77.2,4,80.1,0.0,6,79.6,13.3,34.9,yes,34.9,11.5,9.9,20.2,3.6,0.0,no,corrective,20.8,6.3,6,4,76.6,skilled,19.1,1.1,no,no,68.6,SUP-128,544.0,4.77,1.09,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9456,99.6016,723.9,1.598,154.3,78.9,14.5,8.7,304.0,1294.69,3022.45,29.08,0.0,7.27,200,16020.0,3211.27,45.7,38.6743
MFG-LINE-PLT-003-03,PLT-003,WC-003,SHF-PLT-003-20240525-2,2024-05-25,2,458.2,PRD-2024-SKU-08297,electronics_pcb,WO-2024-96480,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.525,0.576,10.63,23.98,11.7,12.48,0.05,WC-003,11.84,93.41,WC-001,0.0,2852,1826,1819,7,3,4,312.33,375.0,0.8329,99.6211,1829,1.1,2,-35.97,26.47,458.2,392.7,0.8571,0.744,0.9962,0.6352,20.21,31.82,65.5,628.3,7,idling_minor_stops,average,performance_loss,41.9,2,65.5,0.0,3,152.7,21.8,44.7,yes,13.5,0.0,0.0,0.0,7.3,44.7,no,preventive,16.8,6.1,10,9,88.0,skilled,7.1,0.0,no,no,25.0,SUP-173,3789.0,4.17,0.89,0.94,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.6211,97.1965,1367.9,0.752,318.3,173.8,,8.1,574.5,4204.57,5088.43,12.42,37.26,12.42,150,9825.0,2014.68,31.4,17.5766
MFG-LINE-PLT-002-04,PLT-002,WC-016,SHF-PLT-002-20200626-1,2020-06-26,1,445.6,PRD-2020-SKU-07247,electronics_pcb,WO-2020-12693,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,23.155,6.281,21.37,52.47,20.86,33.52,0.271,WC-001,31.33,99.9,WC-003,0.0,1889,757,754,3,1,2,155.44,255.32,0.6088,99.6624,758,0.7,2,-59.93,5.64,445.6,391.9,0.8795,0.454,0.996,0.3977,12.31,30.94,53.7,910.4,3,reduced_speed,poor,performance_loss,99.7,3,53.7,0.0,2,222.8,26.8,31.1,yes,31.1,22.5,0.0,0.0,0.0,0.0,no,corrective,15.6,6.6,19,18,63.6,trainee,0.2,0.0,no,no,76.7,SUP-105,3376.0,4.21,0.9,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.6624,96.819,529.3,0.702,127.4,62.2,,8.2,222.3,3114.13,3033.45,8.93,8.93,4.46,150,8055.0,1624.39,73.5,17.1188
MFG-LINE-PLT-003-02,PLT-003,WC-034,SHF-PLT-003-20230324-2,2023-03-24,2,433.9,PRD-2023-SKU-01206,electronics_pcb,WO-2023-08649,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.086,5.41,38.84,100.2,45.35,54.01,0.12,WC-001,44.52,89.78,WC-001,0.0,712,417,416,1,0,1,79.69,98.63,0.808,99.8976,417,0.2,0,-41.43,9.59,433.9,360.5,0.8309,0.7036,0.9976,0.5832,17.57,30.14,73.4,175.7,1,reduced_speed,average,performance_loss,46.6,2,73.4,0.0,3,144.6,24.5,36.5,yes,36.5,36.9,0.0,0.0,0.0,0.0,no,corrective,24.8,4.3,7,6,89.3,skilled,2.2,0.0,no,no,62.1,SUP-082,1024.0,4.58,1.03,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8976,96.9929,388.1,0.933,85.8,52.0,,7.7,163.0,1470.09,2993.0,6.81,0.0,1.7,150,11010.0,2203.7,44.0,17.555
MFG-LINE-PLT-005-04,PLT-005,WC-040,SHF-PLT-005-20200714-2,2020-07-14,2,463.4,PRD-2020-SKU-04846,automotive_body,WO-2020-28107,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,79.778,9.573,71.31,127.73,81.46,95.57,0.12,WC-002,80.01,91.17,WC-004,2.53,595,314,313,1,0,1,45.01,77.25,0.5827,99.8608,314,2.0,5,-47.23,13.51,463.4,418.5,0.9031,0.5827,0.9968,0.5246,16.88,32.18,44.9,224.9,1,reduced_speed,average,performance_loss,0.0,0,44.9,0.0,3,154.5,15.0,20.7,no,20.7,0.0,12.0,12.2,0.0,0.0,no,corrective,15.6,7.0,4,3,79.9,trainee,9.8,0.0,no,no,57.1,SUP-121,1392.0,4.49,1.0,1.07,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8608,97.8014,722.4,2.308,125.6,90.5,14.4,8.2,303.4,689.25,762.23,27.43,0.0,6.86,200,8980.0,1802.86,31.7,32.155
MFG-LINE-PLT-006-01,PLT-006,WC-013,SHF-PLT-006-20210206-1,2021-02-06,1,442.5,PRD-2021-SKU-07872,food_beverage,WO-2021-59454,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.178,3.381,26.06,83.48,28.2,33.76,0.12,WC-006,30.1,97.1,WC-001,0.0,1077,602,601,1,0,1,127.55,146.34,0.8716,99.8576,602,1.5,3,-44.1,3.88,442.5,410.1,0.9268,0.6019,0.9983,0.5569,17.11,30.73,32.4,398.2,1,idling_minor_stops,average,performance_loss,126.9,3,32.4,0.0,1,442.5,32.4,32.4,yes,32.4,0.0,0.0,0.0,0.0,0.0,no,corrective,33.4,6.3,23,21,78.5,skilled,7.2,0.0,no,no,10.9,SUP-196,1424.0,4.48,0.99,1.13,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8576,98.2124,386.4,0.643,103.5,33.8,,6.8,162.3,3134.44,6948.6,3.44,0.0,0.86,80,2592.0,519.26,44.2,20.2228
MFG-LINE-PLT-004-06,PLT-004,WC-030,SHF-PLT-004-20200806-1,2020-08-06,1,463.1,PRD-2020-SKU-02678,industrial_machinery,WO-2020-71438,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,125.934,15.112,115.47,352.18,121.02,150.87,0.12,WC-003,131.99,95.28,WC-001,93.96,246,158,157,1,0,1,28.57,31.97,0.8937,99.8707,158,0.8,2,-35.77,10.17,463.1,368.5,0.7957,0.8046,0.9937,0.6362,20.46,32.16,94.6,38.4,1,equipment_failure,average,availability_loss,36.7,2,94.6,0.0,4,115.8,23.7,32.8,yes,78.0,0.0,0.0,16.6,0.0,0.0,no,corrective,6.6,7.1,3,2,62.6,skilled,9.4,0.0,no,no,53.3,SUP-129,1293.0,4.51,1.0,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8707,98.5338,732.2,4.664,169.6,71.7,,6.9,307.5,317.96,734.34,61.54,0.0,15.38,100,9460.0,1907.38,59.7,68.6345
MFG-LINE-PLT-002-04,PLT-002,WC-004,SHF-PLT-002-20230421-1,2023-04-21,1,423.3,PRD-2023-SKU-01909,electronics_pcb,WO-2023-47890,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.146,3.052,15.11,33.8,16.11,21.18,0.189,WC-006,17.51,98.58,WC-003,0.0,1799,1470,1468,2,1,1,222.95,255.32,0.8732,99.8878,1471,1.6,5,-18.29,12.24,423.3,409.9,0.9683,0.8427,0.9986,0.8149,23.96,29.4,13.4,274.4,2,idling_minor_stops,good,performance_loss,14.3,1,13.4,0.0,2,211.7,6.7,7.7,no,0.0,0.0,5.7,7.7,0.0,0.0,no,preventive,15.6,5.2,20,17,88.9,skilled,11.8,0.0,no,yes,11.8,SUP-080,1122.0,4.56,1.02,1.12,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8878,97.8156,794.2,0.541,179.6,100.7,,8.6,333.6,5080.79,9325.0,11.9,11.9,2.98,150,2010.0,416.88,50.8,21.7294
MFG-LINE-PLT-003-05,PLT-003,WC-018,SHF-PLT-003-20230320-1,2023-03-20,1,451.4,PRD-2023-SKU-02179,electronics_pcb,WO-2023-65751,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.915,5.27,40.99,104.24,48.41,52.61,0.12,WC-004,50.91,99.9,WC-002,0.0,692,498,497,1,0,1,81.86,92.07,0.8891,99.9384,498,1.6,5,-28.03,3.67,451.4,451.4,1.0,0.7189,0.998,0.7175,22.49,31.35,0.0,194.7,1,idling_minor_stops,good,performance_loss,86.4,3,0.0,0.0,0,451.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,7.7,20,18,88.4,skilled,5.1,1.8,no,no,66.9,SUP-130,616.0,4.73,1.08,1.22,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9384,98.0123,223.2,0.449,47.0,32.9,,8.9,93.7,6360.19,9308.58,14.8,0.0,3.7,150,0.0,3.7,39.8,46.3565
MFG-LINE-PLT-003-03,PLT-003,WC-032,SHF-PLT-003-20230831-3,2023-08-31,3,470.1,PRD-2023-SKU-06151,electronics_pcb,WO-2023-02373,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.387,0.669,12.16,16.99,13.38,14.49,0.05,WC-001,13.59,92.32,WC-003,0.0,2935,1631,1629,2,0,2,268.76,375.0,0.7167,99.9138,1631,2.5,9,-44.43,9.9,470.1,405.2,0.8619,0.6441,0.9988,0.5545,18.1,32.64,64.9,901.3,2,reduced_speed,average,performance_loss,41.1,3,64.9,0.0,4,117.5,16.2,22.6,no,20.1,0.0,0.0,14.9,7.2,22.6,no,corrective,16.8,6.7,22,21,90.4,semi_skilled,4.0,0.4,no,no,46.5,SUP-005,862.0,4.63,1.04,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9138,97.3982,710.2,0.436,154.7,99.7,,8.9,298.3,3895.5,5797.13,21.59,0.0,10.79,150,9735.0,1957.79,25.0,27.5666
MFG-LINE-PLT-009-02,PLT-009,WC-015,SHF-PLT-009-20241116-1,2024-11-16,1,472.6,PRD-2024-SKU-04977,automotive_body,WO-2024-80708,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.603,1.73,30.36,63.21,34.57,37.46,0.05,WC-003,35.7,93.79,WC-002,0.0,859,662,661,1,0,1,103.91,109.09,0.9525,99.9896,662,0.4,1,-22.93,20.98,472.6,382.3,0.8089,0.9525,0.9985,0.7693,25.25,32.82,90.3,33.0,1,equipment_failure,good,availability_loss,0.0,0,90.3,0.0,5,94.5,18.1,33.9,yes,33.9,34.1,13.3,0.0,0.0,8.9,no,predictive,14.2,7.2,5,4,77.9,expert,5.9,0.0,no,no,25.8,SUP-131,104.0,5.21,1.24,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9896,99.7017,1471.4,2.226,274.0,205.4,29.4,8.2,618.0,692.49,1116.43,27.08,0.0,6.77,200,18060.0,3618.77,30.6,29.8576
MFG-LINE-PLT-005-01,PLT-005,WC-015,SHF-PLT-005-20230821-1,2023-08-21,1,456.3,PRD-2023-SKU-07608,automotive_body,WO-2023-08330,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,56.817,6.818,51.85,77.99,58.8,68.07,0.12,WC-004,57.49,91.99,WC-002,0.0,786,430,425,5,2,3,63.27,104.65,0.6046,98.8584,432,0.7,1,-45.29,9.31,456.3,407.8,0.8937,0.6046,0.9884,0.534,16.92,31.68,48.5,281.2,5,idling_minor_stops,average,performance_loss,0.0,0,48.5,0.0,2,228.1,24.3,38.3,yes,38.3,0.0,0.0,10.2,0.0,0.0,no,predictive,20.8,5.5,7,6,60.4,trainee,9.3,0.0,no,yes,79.6,SUP-148,11416.0,3.78,0.76,0.87,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,98.8584,97.5484,1321.3,3.109,231.7,81.6,26.4,7.5,554.9,1200.38,2680.38,24.8,49.6,18.6,200,9700.0,2008.2,44.7,34.223
MFG-LINE-PLT-008-02,PLT-008,WC-026,SHF-PLT-008-20220626-1,2022-06-26,1,466.6,PRD-2022-SKU-04075,medical_devices,WO-2022-14959,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.917,3.913,45.73,136.81,47.93,55.37,0.08,WC-002,50.53,93.91,WC-004,0.0,723,560,559,1,0,1,73.56,93.02,0.7908,99.9776,560,0.9,3,-22.54,4.79,440.8,431.0,0.9778,0.8381,0.9982,0.818,25.04,30.61,9.8,108.2,1,idling_minor_stops,good,performance_loss,0.0,0,9.8,25.8,1,466.6,9.8,9.8,no,0.0,0.0,0.0,0.0,9.8,0.0,yes,emergency,8.4,5.7,16,15,81.1,semi_skilled,2.3,0.0,no,yes,11.8,SUP-158,224.0,5.01,1.17,1.21,contamination,functional_failure,automated_vision,yes,no,no,no,99.9776,97.4242,645.6,1.155,113.2,95.3,,8.1,271.2,6099.75,7861.83,23.45,0.0,5.86,250,2450.0,495.86,70.2,48.4679
MFG-LINE-PLT-001-01,PLT-001,WC-046,SHF-PLT-001-20240727-1,2024-07-27,1,449.4,PRD-2024-SKU-07764,pharmaceutical,WO-2024-08849,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,26.808,0.804,25.33,42.45,26.49,28.13,0.03,WC-003,27.53,93.37,WC-010,0.0,1321,624,623,1,0,1,134.19,176.47,0.7604,99.99,624,0.5,1,-52.76,3.62,449.4,297.1,0.6611,0.714,0.9984,0.4713,14.71,31.21,152.3,249.9,1,setup_adjustment,poor,availability_loss,18.1,2,152.3,0.0,5,89.9,30.5,107.3,yes,119.0,17.0,16.3,0.0,0.0,0.0,no,preventive,26.8,5.1,24,23,78.3,semi_skilled,1.2,0.0,no,no,17.6,SUP-126,72.0,5.3,1.27,1.44,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.0025,1083.4,1.739,278.0,126.2,,7.7,455.0,6234.28,14930.39,38.71,0.0,9.68,300,45690.0,9147.68,60.2,72.7443
MFG-LINE-PLT-005-05,PLT-005,WC-028,SHF-PLT-005-20241004-2,2024-10-04,2,435.0,PRD-2024-SKU-08358,automotive_body,WO-2024-45603,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,71.958,2.159,62.5,161.74,71.1,75.52,0.03,WC-002,72.77,91.94,WC-003,12.94,427,246,245,1,0,1,49.94,59.02,0.8462,99.9888,246,0.4,1,-42.39,2.82,435.0,324.5,0.746,0.7707,0.9959,0.5726,17.3,30.21,110.5,73.2,1,setup_adjustment,average,availability_loss,29.0,1,110.5,0.0,7,62.1,15.8,35.3,yes,55.5,16.3,20.0,0.0,5.4,13.5,no,emergency,23.7,6.4,15,12,94.8,skilled,13.8,0.0,no,no,50.4,SUP-111,112.0,5.19,1.23,1.38,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9888,97.7493,657.1,2.682,164.6,90.5,13.1,7.9,276.0,2661.53,2911.8,72.39,0.0,18.1,200,22100.0,4438.1,49.9,95.4338
MFG-LINE-PLT-005-05,PLT-005,WC-038,SHF-PLT-005-20220202-1,2022-02-02,1,437.0,PRD-2022-SKU-02459,automotive_body,WO-2022-87327,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,79.534,2.386,69.74,168.8,79.8,83.47,0.03,WC-002,78.44,89.66,WC-003,20.51,429,326,325,1,0,1,45.2,59.02,0.7658,99.9816,326,0.3,0,-24.01,4.06,437.0,432.8,0.9904,0.7659,0.9969,0.7562,22.95,30.34,4.2,99.6,1,reduced_speed,good,performance_loss,0.0,0,4.2,0.0,1,437.0,4.2,4.2,no,0.0,0.0,0.0,4.2,0.0,0.0,no,preventive,23.7,6.0,13,11,89.7,semi_skilled,12.7,0.0,no,no,72.9,SUP-074,184.0,5.06,1.19,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9816,98.8821,538.9,1.658,120.2,53.4,10.8,8.7,226.3,1616.74,1825.5,47.43,0.0,11.86,200,840.0,179.86,63.1,58.1674
MFG-LINE-PLT-006-02,PLT-006,WC-039,SHF-PLT-006-20240708-1,2024-07-08,1,425.7,PRD-2024-SKU-03283,food_beverage,WO-2024-59947,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.02,0.842,6.17,17.69,6.87,8.41,0.12,WC-019,7.57,97.99,WC-009,0.0,3866,3389,3385,4,1,3,512.77,545.45,0.9401,99.8918,3390,0.8,2,-12.34,29.82,425.7,396.5,0.9314,0.9401,0.9988,0.8746,25.86,29.57,29.2,215.9,4,setup_adjustment,world_class,availability_loss,0.0,0,29.2,0.0,2,212.9,14.6,16.1,no,16.1,0.0,13.1,0.0,0.0,0.0,no,preventive,15.5,6.7,17,16,74.6,multi_skilled,3.2,0.7,no,no,86.2,SUP-183,1082.0,4.57,1.02,1.07,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8918,99.4171,1929.4,0.57,357.4,120.9,,7.2,810.3,6563.32,8679.75,3.65,3.65,2.74,80,2336.0,473.59,68.6,8.1574
MFG-LINE-PLT-010-02,PLT-010,WC-041,SHF-PLT-010-20241025-3,2024-10-25,3,453.6,PRD-2024-SKU-01245,industrial_machinery,WO-2024-21868,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,368.914,69.725,320.96,851.27,354.89,483.96,0.189,WC-002,390.74,96.29,WC-004,356.53,93,43,42,1,0,1,9.58,12.38,0.7738,99.4963,43,0.2,0,-53.76,1.85,453.6,359.3,0.7921,0.5803,0.9767,0.4489,14.14,31.5,94.3,31.1,1,reduced_speed,poor,performance_loss,90.0,3,94.3,0.0,4,113.4,23.6,73.1,yes,73.1,0.0,12.9,8.4,0.0,0.0,no,corrective,32.7,6.1,4,3,68.7,skilled,11.3,0.0,no,no,77.8,SUP-019,5037.0,4.07,0.86,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4963,97.8105,146.2,3.48,28.6,10.8,,7.7,61.4,925.57,2018.82,73.8,0.0,18.45,100,9430.0,1904.45,57.5,145.6617
MFG-LINE-PLT-001-01,PLT-001,WC-037,SHF-PLT-001-20210108-1,2021-01-08,1,420.4,PRD-2021-SKU-03724,pharmaceutical,WO-2021-18547,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,21.755,0.653,19.25,36.15,21.62,22.83,0.03,WC-006,22.39,93.56,WC-009,0.0,1236,992,991,1,0,1,165.41,176.47,0.9373,99.99,992,1.5,4,-19.74,28.28,420.4,359.8,0.8559,0.9373,0.999,0.8014,23.4,29.2,60.6,66.4,1,equipment_failure,good,availability_loss,0.0,0,60.6,0.0,3,140.1,20.2,37.8,yes,0.0,0.0,0.0,22.8,0.0,37.8,no,preventive,26.8,4.9,6,5,79.1,expert,5.7,0.0,no,no,66.0,SUP-147,49.0,5.4,1.3,1.49,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.005,1184.2,1.195,283.3,136.6,,8.4,497.4,1888.25,3982.08,9.05,0.0,2.26,300,18180.0,3638.26,51.8,14.9828
MFG-LINE-PLT-003-03,PLT-003,WC-046,SHF-PLT-003-20230723-1,2023-07-23,1,428.8,PRD-2023-SKU-06775,electronics_pcb,WO-2023-31370,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,15.439,0.772,14.16,34.06,15.25,16.71,0.05,WC-002,15.83,93.21,WC-003,0.0,2678,975,974,1,0,1,233.16,375.0,0.6218,99.9284,975,2.7,7,-63.59,22.71,428.8,307.0,0.716,0.5081,0.999,0.3634,10.82,29.78,121.8,943.9,1,idling_minor_stops,poor,performance_loss,56.1,2,121.8,0.0,8,53.6,15.2,30.9,yes,80.1,13.9,27.8,0.0,0.0,0.0,no,preventive,16.8,5.7,7,6,89.3,trainee,0.3,0.1,no,yes,56.2,SUP-041,716.0,4.69,1.06,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9284,99.7357,1158.1,1.189,255.2,114.6,,7.0,486.4,1030.18,2484.75,6.93,0.0,1.73,150,18270.0,3655.73,72.4,10.5459
MFG-LINE-PLT-005-04,PLT-005,WC-018,SHF-PLT-005-20231017-3,2023-10-17,3,478.9,PRD-2023-SKU-01654,automotive_body,WO-2023-81087,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,63.852,7.662,54.39,158.04,61.76,76.49,0.12,WC-004,68.44,97.44,WC-001,0.0,615,372,371,1,0,1,56.3,77.25,0.7288,99.8978,372,2.5,8,-39.51,3.58,434.7,352.3,0.8104,0.8202,0.9973,0.6629,20.01,30.19,82.4,81.6,1,setup_adjustment,average,availability_loss,0.0,0,82.4,44.2,4,119.7,20.6,49.7,yes,49.7,15.8,0.0,17.0,0.0,0.0,yes,preventive,15.6,6.9,16,13,68.2,semi_skilled,18.0,0.0,no,no,50.0,SUP-026,1022.0,4.58,1.03,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8978,98.1948,1233.9,3.326,283.6,140.5,24.7,7.3,518.2,6704.3,12722.37,48.22,0.0,12.05,200,16480.0,3308.05,32.1,100.713
MFG-LINE-PLT-002-03,PLT-002,WC-027,SHF-PLT-002-20240429-3,2024-04-29,3,457.8,PRD-2024-SKU-06763,electronics_pcb,WO-2024-34012,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,53.372,2.669,48.74,145.19,52.63,57.78,0.05,WC-007,56.54,96.3,WC-004,0.0,628,449,448,1,0,1,67.33,82.38,0.8173,99.9348,449,2.5,8,-28.5,3.09,436.7,379.0,0.8679,0.8629,0.9978,0.7472,22.66,30.33,57.7,71.3,1,reduced_speed,good,performance_loss,0.0,0,57.7,21.1,3,152.6,19.2,25.0,no,57.7,0.0,0.0,0.0,0.0,0.0,yes,predictive,13.3,7.0,20,19,65.5,skilled,1.6,0.0,no,yes,27.6,SUP-163,652.0,4.72,1.07,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9348,97.892,448.4,1.001,113.9,53.3,,7.5,188.3,7256.8,12120.05,9.77,0.0,2.44,150,8655.0,1733.44,27.9,53.0437
MFG-LINE-PLT-010-01,PLT-010,WC-004,SHF-PLT-010-20200611-2,2020-06-11,2,471.8,PRD-2020-SKU-09590,industrial_machinery,WO-2020-20856,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,331.415,26.513,289.64,450.49,327.39,375.16,0.08,WC-002,330.81,90.74,WC-003,318.55,101,56,55,1,0,1,10.7,12.87,0.8314,99.9327,56,0.4,1,-44.55,1.0,471.8,448.9,0.9515,0.5816,0.9821,0.5434,17.8,32.76,22.9,40.3,1,idling_minor_stops,average,performance_loss,135.0,4,22.9,0.0,2,235.9,11.5,13.6,no,13.6,9.3,0.0,0.0,0.0,0.0,no,preventive,19.7,7.1,8,7,60.5,skilled,6.9,0.0,no,no,30.0,SUP-072,673.0,4.71,1.07,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9327,98.5907,122.4,2.226,20.3,16.1,,8.5,51.4,1247.9,2449.0,79.03,0.0,19.76,100,2290.0,477.76,51.3,147.6833
MFG-LINE-PLT-010-01,PLT-010,WC-046,SHF-PLT-010-20220103-2,2022-01-03,2,468.8,PRD-2022-SKU-04099,industrial_machinery,WO-2022-76858,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,340.896,27.272,298.49,526.22,328.85,385.89,0.08,WC-001,333.55,88.95,WC-002,328.03,100,82,81,1,0,1,10.5,12.87,0.8159,99.8724,82,0.9,2,-18.0,10.37,442.1,442.1,1.0,0.8647,0.9878,0.8541,26.22,30.7,0.0,12.8,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,26.7,0,468.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,emergency,19.7,4.5,2,1,94.7,skilled,0.4,0.0,no,no,39.2,SUP-135,1276.0,4.52,1.01,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8724,97.5167,216.0,2.667,36.1,21.0,,8.2,90.7,198.2,379.57,19.31,0.0,4.83,100,0.0,4.83,57.1,26.6814
MFG-LINE-PLT-004-02,PLT-004,WC-042,SHF-PLT-004-20220416-1,2022-04-16,1,476.7,PRD-2022-SKU-06372,industrial_machinery,WO-2022-73577,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,284.716,60.787,252.28,775.33,315.81,385.01,0.213,WC-002,332.5,99.9,WC-001,268.72,126,86,85,1,0,1,12.53,16.0,0.7831,99.5681,86,3.8,8,-31.75,1.34,476.7,442.0,0.9272,0.7297,0.9884,0.6687,22.13,33.1,34.7,31.9,1,reduced_speed,average,performance_loss,30.2,1,34.7,0.0,2,238.3,17.4,28.6,no,28.6,0.0,6.1,0.0,0.0,0.0,no,predictive,6.1,5.8,9,8,87.2,semi_skilled,6.3,0.0,yes,no,39.4,SUP-091,4319.0,4.13,0.88,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5681,97.2171,69.5,0.818,16.9,8.5,,9.5,29.2,2617.06,2439.94,22.69,0.0,5.67,100,3470.0,699.67,75.0,82.4511
MFG-LINE-PLT-005-05,PLT-005,WC-004,SHF-PLT-005-20200812-1,2020-08-12,1,478.7,PRD-2020-SKU-02868,automotive_body,WO-2020-12536,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.62,2.119,63.79,196.84,70.91,74.12,0.03,WC-002,71.6,92.17,WC-003,11.6,470,310,309,1,0,1,50.87,59.02,0.8619,99.99,310,0.1,0,-34.04,2.15,478.7,414.3,0.8655,0.7607,0.9968,0.6562,21.82,33.25,64.4,97.5,1,idling_minor_stops,average,performance_loss,48.7,4,64.4,0.0,2,239.4,32.2,42.1,yes,42.1,22.3,0.0,0.0,0.0,0.0,no,preventive,23.7,3.9,20,18,84.1,skilled,9.5,0.0,no,no,59.0,SUP-048,92.0,5.24,1.25,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.4593,915.6,2.963,212.6,112.2,18.3,7.6,384.6,2951.96,3208.37,55.29,0.0,13.82,200,12880.0,2589.82,56.5,75.4053
MFG-LINE-PLT-004-06,PLT-004,WC-046,SHF-PLT-004-20240623-2,2024-06-23,2,444.4,PRD-2024-SKU-07056,industrial_machinery,WO-2024-35601,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,136.115,16.334,117.79,178.24,140.92,163.07,0.12,WC-002,144.19,96.31,WC-003,104.15,236,137,136,1,0,1,26.36,31.97,0.8245,99.8285,137,2.1,7,-41.95,0.97,444.4,342.8,0.7714,0.75,0.9927,0.5743,17.72,30.86,101.6,45.7,1,reduced_speed,average,performance_loss,30.9,1,101.6,0.0,6,74.1,16.9,40.7,yes,0.0,87.4,0.0,11.0,3.1,0.0,no,predictive,6.6,6.1,22,19,90.6,skilled,13.2,0.0,no,yes,52.7,SUP-167,1715.0,4.43,0.98,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8285,98.2867,363.9,2.676,70.8,26.0,,8.2,152.8,7464.46,7556.03,54.05,0.0,13.51,100,10160.0,2045.51,54.1,164.8922
MFG-LINE-PLT-010-02,PLT-010,WC-011,SHF-PLT-010-20220303-1,2022-03-03,1,438.9,PRD-2022-SKU-01112,industrial_machinery,WO-2022-49677,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,327.504,61.898,282.81,511.92,316.83,429.64,0.189,WC-005,401.17,99.9,WC-001,315.12,90,69,68,1,0,1,10.92,12.38,0.8821,99.7167,69,0.6,1,-23.33,1.86,420.4,360.5,0.8575,0.9279,0.9855,0.7841,22.89,29.2,59.9,5.4,1,setup_adjustment,good,availability_loss,0.0,0,59.9,18.5,3,146.3,20.0,26.8,no,0.0,33.2,0.0,0.0,0.0,26.8,yes,preventive,32.7,6.3,6,5,82.9,skilled,13.5,0.0,no,no,73.8,SUP-093,2833.0,4.27,0.92,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7167,98.8614,153.8,2.262,35.8,14.4,,8.5,64.6,1919.2,3418.88,28.23,0.0,7.06,100,5990.0,1205.06,41.0,107.1463
MFG-LINE-PLT-001-01,PLT-001,WC-042,SHF-PLT-001-20210324-2,2021-03-24,2,477.6,PRD-2021-SKU-07704,pharmaceutical,WO-2021-61200,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.892,0.717,22.67,52.78,23.58,25.08,0.03,WC-002,24.18,92.0,WC-003,0.0,1404,1043,1042,1,0,1,150.57,176.47,0.8532,99.99,1043,0.2,0,-25.71,14.55,477.6,477.6,1.0,0.7425,0.999,0.7418,24.6,33.17,0.0,361.7,1,reduced_speed,good,performance_loss,62.0,2,0.0,0.0,0,477.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,6.1,10,9,85.1,skilled,6.8,0.0,no,no,78.1,SUP-067,54.0,5.37,1.29,1.37,contamination,labelling,automated_vision,no,no,no,no,99.99,99.8171,1406.7,1.35,328.4,135.7,,8.2,590.8,4556.23,5430.41,44.81,0.0,11.2,300,0.0,11.2,51.3,54.4371
MFG-LINE-PLT-002-03,PLT-002,WC-039,SHF-PLT-002-20201130-2,2020-11-30,2,434.0,PRD-2020-SKU-07160,electronics_pcb,WO-2020-79094,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.9,2.545,43.35,86.97,50.84,55.1,0.05,WC-006,53.21,95.03,WC-007,0.0,594,401,400,1,0,1,70.72,82.38,0.8585,99.8376,401,0.0,0,-32.49,3.69,434.0,360.8,0.8313,0.8095,0.9975,0.6713,20.23,30.14,73.2,94.4,1,reduced_speed,average,performance_loss,20.6,1,73.2,0.0,4,108.5,18.3,45.6,yes,61.0,0.0,5.8,6.4,0.0,0.0,no,corrective,13.3,6.3,17,15,90.0,skilled,8.2,0.0,no,no,88.2,SUP-060,1624.0,4.44,0.98,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.8376,98.3495,212.0,0.53,49.0,19.6,,8.7,89.0,3570.43,3375.05,14.58,0.0,3.65,150,10980.0,2199.65,44.8,31.9801
MFG-LINE-PLT-007-02,PLT-007,WC-011,SHF-PLT-007-20211028-2,2021-10-28,2,442.4,PRD-2021-SKU-04787,industrial_machinery,WO-2021-17498,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,259.73,31.168,221.13,510.35,270.3,311.16,0.12,WC-001,277.88,97.26,WC-002,244.19,114,62,61,1,0,1,13.8,15.54,0.888,99.851,62,0.1,0,-45.61,0.92,442.4,313.0,0.7075,0.7647,0.9839,0.5323,16.35,30.72,129.4,19.1,1,equipment_failure,average,availability_loss,43.5,2,129.4,0.0,7,63.2,18.5,61.9,yes,89.6,17.7,11.2,0.0,10.9,0.0,no,preventive,32.8,5.7,10,9,84.5,multi_skilled,5.1,1.0,no,yes,77.4,SUP-180,1490.0,4.47,0.99,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.851,97.2369,157.1,2.576,36.5,12.4,,8.3,66.0,2456.55,4946.85,59.7,0.0,14.93,100,12940.0,2602.93,60.4,182.0459
MFG-LINE-PLT-006-01,PLT-006,WC-018,SHF-PLT-006-20240802-1,2024-08-02,1,465.3,PRD-2024-SKU-04805,food_beverage,WO-2024-37737,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.918,3.83,28.0,79.94,33.53,38.24,0.12,WC-004,36.03,99.9,WC-002,0.0,1133,693,691,2,0,2,112.71,146.34,0.7702,99.8376,693,2.1,6,-38.83,8.91,465.3,381.9,0.8208,0.7439,0.9971,0.6088,19.67,32.32,83.4,238.6,2,reduced_speed,average,performance_loss,13.1,1,83.4,0.0,6,77.6,13.9,25.3,no,38.7,34.0,8.0,0.0,2.6,0.0,no,corrective,33.4,4.0,12,10,76.1,semi_skilled,12.7,0.0,no,no,88.4,SUP-012,1624.0,4.44,0.98,1.09,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8376,96.961,240.5,0.348,55.9,18.3,,8.3,101.0,2385.68,4627.54,5.6,0.0,2.8,80,6672.0,1337.2,39.7,15.7656
MFG-LINE-PLT-004-06,PLT-004,WC-018,SHF-PLT-004-20240612-3,2024-06-12,3,449.2,PRD-2024-SKU-02380,industrial_machinery,WO-2024-46241,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,138.337,16.6,129.89,386.15,134.26,165.73,0.12,WC-003,147.26,96.78,WC-001,106.37,239,171,170,1,0,1,25.9,31.97,0.8101,99.8994,171,1.2,4,-28.45,3.24,449.2,396.1,0.8818,0.8102,0.9942,0.7103,22.16,31.19,53.1,40.1,1,idling_minor_stops,good,performance_loss,0.0,0,53.1,0.0,4,112.3,13.3,22.8,no,39.8,0.0,8.4,4.9,0.0,0.0,no,corrective,6.6,6.4,9,7,88.1,skilled,13.0,0.0,no,no,61.3,SUP-176,1006.0,4.59,1.03,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8994,99.8435,515.4,3.032,136.0,59.2,,8.0,216.5,2895.93,5026.09,99.88,0.0,24.97,100,5310.0,1086.97,47.9,147.0676
MFG-LINE-PLT-004-04,PLT-004,WC-026,SHF-PLT-004-20220320-1,2022-03-20,1,470.9,PRD-2022-SKU-08673,industrial_machinery,WO-2022-77773,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,366.541,78.256,345.74,944.21,376.94,495.66,0.213,WC-002,366.37,90.87,WC-001,354.11,97,73,72,1,0,1,9.81,12.43,0.7892,99.6209,73,3.1,8,-24.74,3.06,470.9,446.6,0.9484,0.7893,0.9863,0.7383,24.14,32.7,24.3,19.5,1,reduced_speed,good,performance_loss,0.0,0,24.3,0.0,3,157.0,8.1,10.9,no,10.1,3.2,10.9,0.0,0.0,0.0,no,preventive,24.6,7.0,4,3,63.1,semi_skilled,3.5,0.0,no,no,84.3,SUP-181,3791.0,4.17,0.89,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6209,99.6176,194.3,2.699,38.3,16.5,,8.2,81.6,1107.34,935.84,29.15,0.0,7.29,100,2430.0,493.29,49.8,57.9324
MFG-LINE-PLT-008-02,PLT-008,WC-040,SHF-PLT-008-20220129-2,2022-01-29,2,452.1,PRD-2022-SKU-04758,medical_devices,WO-2022-30460,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,44.974,3.598,40.44,82.2,45.14,50.91,0.08,WC-004,48.66,98.36,WC-006,0.0,700,588,587,1,0,1,80.02,93.02,0.8602,99.9878,588,1.0,2,-16.0,5.19,452.1,440.9,0.9752,0.8602,0.9983,0.8375,26.29,31.4,11.2,95.6,1,reduced_speed,good,performance_loss,0.0,0,11.2,0.0,1,452.1,11.2,11.2,no,0.0,0.0,11.2,0.0,0.0,0.0,no,corrective,8.4,6.7,18,15,79.6,skilled,13.8,0.0,no,no,68.5,SUP-184,122.0,5.17,1.22,1.36,contamination,functional_failure,automated_vision,no,no,no,no,99.9878,98.7179,1027.8,1.751,252.9,51.7,,7.1,431.7,7136.04,13336.46,16.41,0.0,4.1,250,2800.0,564.1,64.4,51.3144
MFG-LINE-PLT-005-06,PLT-005,WC-034,SHF-PLT-005-20241123-1,2024-11-23,1,446.7,PRD-2024-SKU-02518,automotive_body,WO-2024-07020,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.253,4.363,79.87,234.47,85.93,94.45,0.05,WC-009,91.83,95.68,WC-010,39.25,357,276,275,1,0,1,41.25,48.0,0.8594,99.99,276,0.7,1,-22.69,2.17,424.2,395.9,0.9333,0.8714,0.9964,0.8103,23.87,29.46,28.3,40.7,1,reduced_speed,good,performance_loss,17.0,1,28.3,22.5,2,223.4,14.2,19.4,no,19.4,0.0,8.9,0.0,0.0,0.0,yes,corrective,32.1,5.3,18,17,62.6,skilled,3.1,0.2,no,no,50.0,SUP-167,92.0,5.24,1.25,1.39,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.3533,625.1,2.273,163.2,56.5,12.5,8.2,262.5,7756.19,10285.04,27.62,0.0,6.91,200,5660.0,1138.91,29.4,93.3249
MFG-LINE-PLT-006-02,PLT-006,WC-027,SHF-PLT-006-20240121-2,2024-01-21,2,440.7,PRD-2024-SKU-03229,food_beverage,WO-2024-90429,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.973,0.957,6.85,14.52,8.22,9.55,0.12,WC-009,8.89,99.9,WC-002,0.0,3998,2643,2637,6,1,5,451.37,545.45,0.8275,99.7986,2644,0.3,0,-33.89,32.64,396.0,306.6,0.7743,0.9481,0.9977,0.7324,20.14,27.5,89.4,144.7,6,equipment_failure,good,availability_loss,0.0,0,89.4,44.7,2,220.4,44.7,53.6,yes,89.4,0.0,0.0,0.0,0.0,0.0,yes,emergency,15.5,4.7,12,11,90.0,skilled,4.2,0.0,no,no,25.5,SUP-022,2014.0,4.38,0.96,0.99,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7986,98.1999,1255.2,0.476,302.4,65.4,,7.6,527.2,3225.46,5492.95,2.47,2.47,3.09,80,7152.0,1435.96,66.4,5.7818
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20230609-2,2023-06-09,2,420.6,PRD-2023-SKU-03271,automotive_body,WO-2023-75315,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,72.163,2.165,68.24,158.64,71.97,75.74,0.03,WC-003,73.32,92.37,WC-002,13.14,413,255,254,1,0,1,49.71,59.02,0.8423,99.99,255,1.4,4,-38.26,2.01,420.6,348.2,0.8279,0.7445,0.9961,0.614,17.93,29.21,72.4,87.5,1,reduced_speed,average,performance_loss,40.4,1,72.4,0.0,5,84.1,14.5,47.8,yes,0.0,5.5,0.0,16.2,2.9,47.8,no,corrective,23.7,6.4,21,18,66.3,skilled,12.0,0.0,no,yes,17.4,SUP-082,69.0,5.31,1.27,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.4418,764.8,3.011,207.7,113.5,15.3,7.6,321.2,2477.31,5164.41,32.2,0.0,8.05,200,14480.0,2904.05,38.5,62.4123
MFG-LINE-PLT-005-06,PLT-005,WC-043,SHF-PLT-005-20201019-3,2020-10-19,3,446.8,PRD-2020-SKU-01199,automotive_body,WO-2020-65375,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,96.521,4.826,88.65,173.44,97.17,104.48,0.05,WC-008,101.24,95.35,WC-005,48.52,357,202,201,1,0,1,37.25,48.0,0.776,99.9786,202,2.3,8,-43.42,1.59,446.8,380.6,0.8518,0.6635,0.995,0.5624,17.45,31.03,66.2,102.5,1,reduced_speed,average,performance_loss,55.2,2,66.2,0.0,7,63.8,9.5,16.7,no,14.0,22.3,8.9,7.9,13.2,0.0,no,preventive,32.1,4.5,18,17,94.6,skilled,0.9,0.0,no,no,14.8,SUP-071,214.0,5.02,1.17,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9786,99.5877,602.6,2.998,108.2,90.1,12.1,7.6,253.1,4271.46,6298.54,98.32,0.0,24.58,200,13240.0,2672.58,73.2,151.3962
MFG-LINE-PLT-006-01,PLT-006,WC-017,SHF-PLT-006-20230312-2,2023-03-12,2,448.2,PRD-2023-SKU-08349,food_beverage,WO-2023-55778,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.099,3.492,25.57,82.32,29.3,34.86,0.12,WC-012,31.79,99.31,WC-010,0.0,1090,623,621,2,0,2,123.65,146.34,0.845,99.7773,623,0.2,0,-42.84,6.39,448.2,302.3,0.6745,0.8449,0.9968,0.5681,17.68,31.13,145.9,114.4,2,setup_adjustment,average,availability_loss,0.0,0,145.9,0.0,7,64.0,20.8,43.2,yes,72.2,29.6,30.3,13.8,0.0,0.0,no,corrective,33.4,5.9,16,13,91.3,skilled,14.6,0.0,no,no,63.5,SUP-163,2227.0,4.34,0.95,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7773,97.429,186.9,0.301,38.5,12.2,,8.5,78.5,2667.43,4266.56,10.91,0.0,5.46,80,11672.0,2339.86,54.6,22.111
MFG-LINE-PLT-006-02,PLT-006,WC-041,SHF-PLT-006-20230324-2,2023-03-24,2,474.1,PRD-2023-SKU-05746,food_beverage,WO-2023-35155,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.844,1.061,8.24,24.9,9.31,10.59,0.12,WC-008,10.43,99.9,WC-002,0.0,4296,2407,2399,8,2,6,406.93,545.45,0.746,99.6852,2409,0.2,0,-43.97,23.35,474.1,446.1,0.9409,0.5935,0.9967,0.5566,18.33,32.93,28.0,1648.7,8,idling_minor_stops,average,performance_loss,91.2,4,28.0,0.0,2,237.1,14.0,18.7,no,28.0,0.0,0.0,0.0,0.0,0.0,no,preventive,15.5,5.4,14,13,84.2,semi_skilled,0.2,0.7,no,no,68.9,SUP-165,3148.0,4.23,0.91,0.91,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.6852,99.4618,779.7,0.325,161.0,115.5,,8.4,327.5,2185.76,3203.09,7.11,14.22,10.67,80,2240.0,472.89,46.1,9.38
MFG-LINE-PLT-007-01,PLT-007,WC-047,SHF-PLT-007-20231026-1,2023-10-26,1,444.3,PRD-2023-SKU-04575,industrial_machinery,WO-2023-09721,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,197.429,5.923,174.37,473.58,193.55,207.2,0.03,WC-005,202.55,93.27,WC-010,176.27,156,128,127,1,0,1,18.15,21.16,0.8578,99.948,128,1.3,4,-17.95,1.91,444.3,423.2,0.9525,0.8575,0.9922,0.8104,25.0,30.85,21.1,21.3,1,reduced_speed,good,performance_loss,0.0,0,21.1,0.0,2,222.1,10.5,12.4,no,0.0,0.0,0.0,8.6,0.0,12.4,no,predictive,27.1,5.1,10,9,60.5,skilled,8.0,0.0,no,no,56.0,SUP-154,520.0,4.78,1.09,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.948,97.2691,547.6,4.312,99.0,54.1,,7.1,230.0,2863.76,3720.52,75.05,0.0,18.76,100,2110.0,440.76,25.8,127.4857
MFG-LINE-PLT-003-01,PLT-003,WC-031,SHF-PLT-003-20241028-1,2024-10-28,1,427.0,PRD-2024-SKU-06732,electronics_pcb,WO-2024-10278,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,33.84,1.692,31.55,56.81,34.08,36.63,0.05,WC-003,35.5,95.36,WC-012,0.0,1246,633,631,2,1,1,106.32,175.61,0.6054,99.7794,634,5.1,17,-49.2,88.67,427.0,373.8,0.8754,0.5786,0.9968,0.5049,14.97,29.65,53.2,461.0,2,idling_minor_stops,average,performance_loss,16.5,1,53.2,0.0,3,142.3,17.7,25.6,no,25.6,0.0,19.7,7.9,0.0,0.0,no,corrective,24.0,4.9,1,1,63.6,trainee,6.0,0.8,yes,yes,21.6,SUP-106,2206.0,4.35,0.95,0.97,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.7794,99.127,465.7,0.738,109.7,60.5,,8.2,195.6,432.67,915.55,27.0,27.0,6.75,150,7980.0,1629.75,42.5,29.2222
MFG-LINE-PLT-010-03,PLT-010,WC-049,SHF-PLT-010-20240712-2,2024-07-12,2,457.2,PRD-2024-SKU-04084,industrial_machinery,WO-2024-79450,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,37.743,4.529,35.41,104.6,36.75,45.22,0.12,WC-008,43.86,99.9,WC-005,0.0,787,526,525,1,0,1,95.33,103.45,0.9215,99.8564,526,0.3,0,-33.16,3.28,457.2,331.1,0.7242,0.9215,0.9981,0.6661,21.15,31.75,126.1,44.8,1,equipment_failure,average,availability_loss,0.0,0,126.1,0.0,5,91.4,25.2,39.7,yes,37.4,77.8,0.0,0.0,0.0,10.9,no,corrective,29.1,6.5,23,21,87.6,expert,6.7,0.0,no,no,57.7,SUP-164,1436.0,4.48,0.99,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8564,98.7707,1888.9,3.598,360.1,179.4,,7.6,793.3,6965.75,16786.06,23.11,0.0,5.78,100,12610.0,2527.78,41.2,68.3956
MFG-LINE-PLT-001-01,PLT-001,WC-021,SHF-PLT-001-20200809-2,2020-08-09,2,439.0,PRD-2020-SKU-04446,pharmaceutical,WO-2020-58890,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.528,0.736,22.64,40.12,24.74,25.74,0.03,WC-007,24.87,92.18,WC-006,0.0,1291,883,882,1,0,1,146.65,176.47,0.831,99.99,883,1.2,3,-31.6,5.74,439.0,396.3,0.9027,0.7575,0.9989,0.6831,20.83,30.49,42.7,282.7,1,reduced_speed,average,performance_loss,35.0,2,42.7,0.0,1,439.0,42.7,42.7,yes,42.7,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,5.1,23,21,89.4,skilled,7.4,0.0,no,no,76.4,SUP-143,59.0,5.35,1.28,1.4,contamination,labelling,automated_vision,no,no,no,no,99.99,97.3885,1411.2,1.6,382.8,106.9,,7.9,592.7,7974.34,18949.78,93.54,0.0,23.39,300,12810.0,2585.39,62.0,124.1723
MFG-LINE-PLT-006-02,PLT-006,WC-027,SHF-PLT-006-20221129-1,2022-11-29,1,459.2,PRD-2022-SKU-09931,food_beverage,WO-2022-62944,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.731,1.048,7.45,21.85,8.79,10.46,0.12,WC-002,9.91,99.9,WC-020,0.0,4166,2355,2350,5,2,3,412.18,545.45,0.7557,99.7949,2357,0.9,3,-43.47,307.04,459.2,371.6,0.8092,0.6971,0.9979,0.5629,17.95,31.89,87.6,1023.3,5,idling_minor_stops,average,performance_loss,28.8,1,87.6,0.0,5,91.8,17.5,42.0,yes,56.7,0.0,20.9,0.0,10.1,0.0,no,preventive,15.5,4.9,2,1,74.6,semi_skilled,2.2,0.0,no,yes,89.4,SUP-044,2051.0,4.37,0.96,0.98,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7949,97.4256,25.8,0.011,6.3,2.0,,9.9,10.8,198.97,278.11,2.92,5.84,2.19,80,7008.0,1409.63,30.7,3.1292
MFG-LINE-PLT-003-05,PLT-003,WC-035,SHF-PLT-003-20211218-2,2021-12-18,2,458.6,PRD-2021-SKU-04289,electronics_pcb,WO-2021-31534,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,47.381,5.686,40.69,94.0,47.32,56.76,0.12,WC-005,50.93,97.73,WC-004,0.0,703,569,568,1,0,1,75.85,92.07,0.8238,99.9087,569,0.2,0,-19.06,4.13,458.6,450.1,0.9815,0.8238,0.9982,0.8071,25.7,31.85,8.5,121.7,1,idling_minor_stops,good,performance_loss,0.0,0,8.5,0.0,1,458.6,8.5,8.5,no,0.0,0.0,0.0,8.5,0.0,0.0,no,corrective,2.5,6.1,21,18,65.7,skilled,11.0,0.0,no,no,12.4,SUP-169,913.0,4.62,1.04,1.13,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9087,99.0512,573.7,1.01,118.3,83.2,,7.5,241.0,7677.1,7607.2,14.08,0.0,3.52,150,1275.0,258.52,72.1,41.0138
MFG-LINE-PLT-007-01,PLT-007,WC-028,SHF-PLT-007-20230509-2,2023-05-09,2,437.4,PRD-2023-SKU-02467,industrial_machinery,WO-2023-64773,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,207.515,6.225,189.03,330.14,208.33,217.79,0.03,WC-002,213.71,93.62,WC-015,186.35,154,103,102,1,0,1,17.34,21.16,0.8195,99.9372,103,0.2,0,-33.12,1.75,437.4,398.1,0.9101,0.7335,0.9903,0.6611,20.08,30.37,39.3,37.4,1,reduced_speed,average,performance_loss,41.8,1,39.3,0.0,3,145.8,13.1,22.8,no,22.8,10.8,5.7,0.0,0.0,0.0,no,predictive,27.1,5.3,9,8,79.5,skilled,10.2,0.0,no,yes,59.5,SUP-133,628.0,4.73,1.08,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9372,98.637,362.1,3.55,79.2,43.9,,7.6,152.1,1766.16,4188.34,65.68,0.0,16.42,100,3930.0,802.42,42.8,124.7014
MFG-LINE-PLT-010-03,PLT-010,WC-004,SHF-PLT-010-20220411-1,2022-04-11,1,445.6,PRD-2022-SKU-03960,industrial_machinery,WO-2022-55757,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,36.696,4.404,31.76,107.24,35.86,43.96,0.12,WC-002,41.98,99.9,WC-007,0.0,767,514,513,1,0,1,98.08,103.45,0.9481,99.8718,514,0.4,1,-32.99,3.45,445.6,352.6,0.7913,0.8454,0.9981,0.6677,20.66,30.95,93.0,94.0,1,equipment_failure,average,availability_loss,38.2,1,93.0,0.0,3,148.5,31.0,63.9,yes,88.9,0.0,0.0,0.0,4.1,0.0,no,preventive,29.1,5.4,22,20,74.8,expert,7.7,0.0,no,no,49.1,SUP-040,1282.0,4.52,1.01,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8718,97.4305,2157.2,4.205,438.5,120.5,,7.2,906.0,3919.62,5475.28,41.71,0.0,10.43,100,9300.0,1870.43,54.7,60.105
MFG-LINE-PLT-007-01,PLT-007,WC-019,SHF-PLT-007-20241006-1,2024-10-06,1,440.4,PRD-2024-SKU-08061,industrial_machinery,WO-2024-76870,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,281.954,8.459,263.94,709.16,285.36,295.91,0.03,WC-006,286.28,92.3,WC-013,260.79,155,90,89,1,0,1,12.68,21.16,0.5992,99.8088,90,1.1,3,-41.94,12.13,411.1,411.1,1.0,0.6207,0.9889,0.6138,17.52,28.55,0.0,55.0,1,reduced_speed,average,performance_loss,14.4,1,0.0,29.3,0,440.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,27.1,5.3,2,1,91.1,trainee,4.3,0.0,no,no,33.2,SUP-081,1912.0,4.39,0.96,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8088,98.348,217.2,2.441,38.7,12.8,,8.4,91.2,435.78,381.74,42.81,0.0,10.7,100,0.0,10.7,43.6,52.4766
MFG-LINE-PLT-009-02,PLT-009,WC-033,SHF-PLT-009-20231003-1,2023-10-03,1,451.8,PRD-2023-SKU-04772,automotive_body,WO-2023-26055,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.106,2.055,38.85,86.81,41.44,44.5,0.05,WC-001,42.71,94.46,WC-002,0.0,821,523,522,1,0,1,87.52,109.09,0.8023,99.9755,523,1.3,3,-36.3,6.93,451.8,368.0,0.8145,0.7817,0.9981,0.6355,19.94,31.37,83.8,146.1,1,idling_minor_stops,average,performance_loss,9.4,1,83.8,0.0,2,225.9,41.9,45.2,yes,83.8,0.0,0.0,0.0,0.0,0.0,no,predictive,14.2,7.2,12,10,78.8,semi_skilled,14.7,0.0,no,no,52.4,SUP-066,245.0,4.99,1.16,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9755,97.2104,1301.3,2.493,298.0,107.4,26.0,8.0,546.5,3797.77,3326.83,28.73,0.0,7.18,200,16760.0,3359.18,45.9,42.4337
MFG-LINE-PLT-008-01,PLT-008,WC-031,SHF-PLT-008-20240707-2,2024-07-07,2,475.0,PRD-2024-SKU-03551,medical_devices,WO-2024-37683,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,128.979,15.477,114.01,252.54,125.84,154.52,0.12,WC-002,133.27,93.93,WC-001,97.37,250,207,206,1,0,1,27.88,31.61,0.882,99.9832,207,1.4,3,-17.2,1.63,442.1,420.6,0.9514,0.9342,0.9952,0.8845,27.16,30.7,21.5,14.6,1,idling_minor_stops,world_class,performance_loss,8.1,1,21.5,32.9,2,237.5,10.7,15.0,no,0.0,15.0,0.0,0.0,6.5,0.0,yes,preventive,7.3,6.1,17,16,83.1,multi_skilled,2.9,0.0,no,no,21.3,SUP-046,168.0,5.09,1.2,1.29,contamination,functional_failure,sampling_plan_ansi,yes,yes,yes,no,99.9832,98.513,116.6,0.566,27.3,11.2,,9.1,49.0,7386.83,11187.29,60.41,0.0,15.1,250,5375.0,1090.1,58.5,150.8689
MFG-LINE-PLT-003-03,PLT-003,WC-028,SHF-PLT-003-20211006-3,2021-10-06,3,420.7,PRD-2021-SKU-02214,electronics_pcb,WO-2021-81533,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.055,0.553,9.6,30.35,11.09,11.97,0.05,WC-002,11.22,92.24,WC-001,0.0,2628,1620,1619,1,0,1,325.53,375.0,0.8681,99.9686,1620,0.6,1,-38.36,38.49,420.7,356.7,0.8479,0.7267,0.9994,0.6158,17.99,29.21,64.0,609.2,1,reduced_speed,average,performance_loss,58.1,2,64.0,0.0,2,210.3,32.0,45.2,yes,0.0,64.0,0.0,0.0,0.0,0.0,no,preventive,16.8,6.3,7,6,91.0,expert,12.1,1.9,no,no,70.4,SUP-140,314.0,4.92,1.14,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9686,99.7149,1766.3,1.091,363.5,234.6,,7.3,741.8,2021.69,4023.59,7.32,0.0,1.83,150,9600.0,1921.83,40.2,11.0585
MFG-LINE-PLT-002-02,PLT-002,WC-047,SHF-PLT-002-20210416-2,2021-04-16,2,420.5,PRD-2021-SKU-01689,electronics_pcb,WO-2021-55518,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.816,0.444,12.97,36.94,14.84,15.55,0.03,WC-001,15.12,92.8,WC-010,0.0,1970,1519,1518,1,0,1,242.96,281.25,0.8639,99.9663,1519,3.3,10,-22.89,9.84,420.5,375.1,0.892,0.8639,0.9993,0.7701,22.49,29.2,45.4,239.3,1,reduced_speed,good,performance_loss,0.0,0,45.4,0.0,2,210.3,22.7,27.0,no,45.4,0.0,0.0,0.0,0.0,0.0,no,predictive,2.0,7.7,23,22,76.8,skilled,1.3,0.0,no,no,73.7,SUP-123,337.0,4.9,1.13,1.29,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9663,98.7977,1228.1,0.809,255.7,65.1,,8.0,515.8,6185.76,13149.84,15.96,0.0,3.99,150,6810.0,1365.99,51.1,28.7081
MFG-LINE-PLT-003-01,PLT-003,WC-003,SHF-PLT-003-20230126-1,2023-01-26,1,440.9,PRD-2023-SKU-07584,electronics_pcb,WO-2023-61394,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.519,1.076,19.46,35.93,21.95,23.29,0.05,WC-012,22.05,93.17,WC-002,0.0,1290,1034,1033,1,0,1,167.14,175.61,0.9518,99.9776,1034,0.0,0,-19.84,23.43,440.9,406.5,0.922,0.8692,0.999,0.8006,24.51,30.61,34.4,155.6,1,reduced_speed,good,performance_loss,35.3,1,34.4,0.0,2,220.4,17.2,18.7,no,0.0,0.0,18.7,15.7,0.0,0.0,no,predictive,24.0,6.9,7,6,85.1,expert,4.7,0.0,no,no,28.3,SUP-186,224.0,5.01,1.17,1.34,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9776,97.9495,1151.8,1.115,250.6,91.3,,7.2,483.8,2845.76,5682.09,14.94,0.0,3.73,150,5160.0,1035.73,45.3,23.2099
MFG-LINE-PLT-007-01,PLT-007,WC-022,SHF-PLT-007-20220911-2,2022-09-11,2,461.2,PRD-2022-SKU-04520,industrial_machinery,WO-2022-55212,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,199.342,5.98,171.95,343.44,200.49,209.21,0.03,WC-014,203.59,92.85,WC-015,178.18,162,131,130,1,0,1,18.03,21.16,0.8521,99.9404,131,2.4,9,-19.14,0.77,461.2,436.0,0.9454,0.8517,0.9924,0.7991,25.6,32.03,25.2,22.8,1,idling_minor_stops,good,performance_loss,0.0,0,25.2,0.0,2,230.6,12.6,15.5,no,15.5,0.0,0.0,9.7,0.0,0.0,no,preventive,27.1,7.8,24,22,62.1,skilled,6.8,0.0,no,no,36.3,SUP-146,596.0,4.74,1.08,1.23,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9404,97.3945,290.7,2.236,70.3,42.0,,8.5,122.1,6628.57,5982.47,61.33,0.0,15.33,100,2520.0,519.33,35.4,158.8098
MFG-LINE-PLT-004-02,PLT-004,WC-017,SHF-PLT-004-20240319-3,2024-03-19,3,434.8,PRD-2024-SKU-08189,industrial_machinery,WO-2024-74967,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,248.237,43.441,215.35,538.63,264.13,319.91,0.175,WC-002,273.58,99.9,WC-001,232.24,115,97,96,1,0,1,14.49,16.0,0.9056,99.7928,97,0.4,1,-15.65,0.63,434.8,434.8,1.0,0.8366,0.9897,0.828,25.0,30.19,0.0,18.9,1,reduced_speed,good,performance_loss,33.1,3,0.0,0.0,0,434.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,8.1,24,21,69.0,expert,12.4,0.0,no,yes,49.2,SUP-122,2072.0,4.37,0.96,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7928,98.0578,325.8,3.394,83.6,36.7,,7.7,136.8,7042.99,10866.72,35.58,0.0,8.89,100,0.0,8.89,66.3,222.5101
MFG-LINE-PLT-001-02,PLT-001,WC-033,SHF-PLT-001-20220502-1,2022-05-02,1,470.3,PRD-2022-SKU-01004,pharmaceutical,WO-2022-15487,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,66.28,14.151,58.15,96.87,66.27,89.63,0.213,WC-005,69.84,95.79,WC-001,0.0,555,300,299,1,0,1,54.25,70.87,0.7655,99.965,300,0.1,0,-45.95,3.47,470.3,443.7,0.9434,0.5725,0.9967,0.5383,17.58,32.66,26.6,224.0,1,reduced_speed,average,performance_loss,111.9,3,26.6,0.0,2,235.1,13.3,15.6,no,0.0,0.0,15.6,11.0,0.0,0.0,no,predictive,22.7,6.0,13,11,76.0,semi_skilled,10.1,1.9,no,no,51.2,SUP-171,350.0,4.89,1.13,1.23,contamination,labelling,100pct_manual,yes,no,no,no,99.965,97.3994,455.7,1.524,82.8,38.5,,8.0,191.4,5537.36,12694.21,31.06,0.0,7.76,300,7980.0,1603.76,72.4,92.139
MFG-LINE-PLT-004-01,PLT-004,WC-017,SHF-PLT-004-20240208-1,2024-02-08,1,460.0,PRD-2024-SKU-04356,industrial_machinery,WO-2024-96438,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,235.04,11.752,214.17,317.81,231.3,254.43,0.05,WC-008,248.36,96.06,WC-002,217.85,131,65,64,1,0,1,15.22,17.19,0.8854,99.9415,65,3.3,10,-50.38,0.7,460.0,292.0,0.6348,0.777,0.9846,0.4856,15.51,31.94,168.0,18.7,1,setup_adjustment,poor,availability_loss,35.7,1,168.0,0.0,6,76.7,28.0,64.6,yes,99.7,56.5,0.0,11.9,0.0,0.0,no,preventive,28.6,6.1,13,12,76.7,skilled,1.0,0.0,no,no,25.7,SUP-018,585.0,4.75,1.08,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9415,98.0007,231.6,3.619,55.0,32.3,,7.6,97.3,2254.65,4218.42,70.94,0.0,17.73,100,16800.0,3377.73,36.5,173.1902
MFG-LINE-PLT-008-02,PLT-008,WC-008,SHF-PLT-008-20200827-2,2020-08-27,2,447.1,PRD-2020-SKU-07521,medical_devices,WO-2020-68887,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,41.02,3.282,36.76,52.99,40.78,46.44,0.08,WC-003,43.45,96.3,WC-001,0.0,693,512,511,1,0,1,87.76,93.02,0.9435,99.99,512,1.0,2,-26.12,4.03,447.1,382.8,0.8562,0.8628,0.998,0.7372,22.89,31.05,64.3,81.4,1,setup_adjustment,good,availability_loss,32.7,1,64.3,0.0,3,149.0,21.4,29.2,no,45.9,18.4,0.0,0.0,0.0,0.0,no,emergency,8.4,7.4,19,17,92.2,expert,5.6,0.0,no,yes,14.0,SUP-017,82.0,5.27,1.26,1.31,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.3002,634.2,1.241,158.3,78.1,,7.9,266.4,3421.76,4344.99,24.85,0.0,6.21,250,16075.0,3221.21,53.3,40.0977
MFG-LINE-PLT-009-01,PLT-009,WC-025,SHF-PLT-009-20211214-2,2021-12-14,2,448.7,PRD-2021-SKU-02012,automotive_body,WO-2021-69595,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,67.047,8.046,57.68,87.68,65.92,80.32,0.12,WC-006,73.65,99.86,WC-004,9.73,428,259,258,1,0,1,53.54,57.32,0.9341,99.983,259,2.0,6,-39.49,3.14,448.7,406.3,0.9055,0.6671,0.9961,0.6018,18.75,31.16,42.4,129.2,1,reduced_speed,average,performance_loss,116.1,3,42.4,0.0,2,224.4,21.2,21.9,no,42.4,0.0,0.0,0.0,0.0,0.0,no,corrective,28.2,7.4,12,11,79.5,expert,5.8,0.0,no,no,24.6,SUP-140,170.0,5.08,1.19,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.983,97.6212,651.7,2.526,149.5,42.2,13.0,8.0,273.7,5162.49,4385.96,32.62,0.0,8.15,200,8480.0,1704.15,34.3,69.7559
MFG-LINE-PLT-004-05,PLT-004,WC-005,SHF-PLT-004-20220619-2,2022-06-19,2,454.7,PRD-2022-SKU-05350,industrial_machinery,WO-2022-80845,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,202.3,10.115,175.85,421.33,204.15,218.99,0.05,WC-004,207.49,93.24,WC-007,178.51,180,90,89,1,0,1,17.76,23.79,0.7465,99.8436,90,1.5,4,-50.0,2.35,454.7,304.1,0.6688,0.7464,0.9889,0.4936,15.59,31.57,150.6,30.6,1,setup_adjustment,poor,availability_loss,0.0,0,150.6,0.0,5,90.9,30.1,53.4,yes,134.0,16.6,0.0,0.0,0.0,0.0,no,preventive,3.8,6.6,6,5,93.6,semi_skilled,14.2,0.6,no,no,27.6,SUP-163,1564.0,4.45,0.98,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8436,97.0944,0.9,0.01,0.2,0.0,,10.0,0.4,1062.11,1438.07,40.61,0.0,10.15,100,15060.0,3022.15,51.2,69.1582
MFG-LINE-PLT-005-06,PLT-005,WC-040,SHF-PLT-005-20210105-3,2021-01-05,3,424.1,PRD-2021-SKU-08615,automotive_body,WO-2021-31654,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,105.379,5.269,90.47,160.36,104.54,114.07,0.05,WC-007,109.73,94.67,WC-008,57.38,339,179,178,1,0,1,34.02,48.0,0.7088,99.9642,179,2.6,5,-47.2,1.8,424.1,359.5,0.8477,0.6223,0.9944,0.5246,15.45,29.45,64.6,108.6,1,reduced_speed,average,performance_loss,43.8,1,64.6,0.0,4,106.0,16.2,41.4,yes,51.1,0.0,0.0,7.5,6.0,0.0,no,corrective,32.1,5.8,19,14,88.7,semi_skilled,24.6,0.0,no,yes,52.5,SUP-084,358.0,4.88,1.13,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9642,97.1483,592.0,3.326,158.0,51.4,11.8,7.3,248.6,5506.01,9504.89,42.01,0.0,10.5,200,12920.0,2594.5,59.3,126.5769
MFG-LINE-PLT-010-03,PLT-010,WC-021,SHF-PLT-010-20200730-3,2020-07-30,3,435.3,PRD-2020-SKU-02473,industrial_machinery,WO-2020-05099,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,63.108,7.573,57.38,162.96,59.83,75.6,0.12,WC-006,64.86,93.43,WC-005,0.0,743,227,224,3,1,2,57.04,103.45,0.5514,99.0799,228,4.5,17,-69.45,2.06,435.3,238.8,0.5486,0.5514,0.9868,0.2985,9.02,30.23,196.5,184.7,3,equipment_failure,poor,availability_loss,0.0,0,196.5,0.0,11,39.6,17.9,51.0,yes,140.3,0.0,38.3,3.3,14.6,0.0,no,preventive,29.1,5.6,19,15,67.0,trainee,20.1,0.0,no,no,59.4,SUP-156,9201.0,3.86,0.79,0.82,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.0799,98.7619,631.5,2.819,124.6,53.7,,8.1,265.2,3310.07,7658.21,28.09,28.09,14.04,100,19650.0,3972.13,43.9,77.4317
MFG-LINE-PLT-009-02,PLT-009,WC-027,SHF-PLT-009-20240113-1,2024-01-13,1,459.1,PRD-2024-SKU-04761,automotive_body,WO-2024-24581,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.197,1.86,33.98,93.27,37.25,40.27,0.05,WC-003,38.47,94.02,WC-001,0.0,834,669,668,1,0,1,96.73,109.09,0.8867,99.9875,669,0.6,1,-19.78,10.91,459.1,415.0,0.9039,0.8867,0.9985,0.8003,25.51,31.88,44.1,85.5,1,reduced_speed,good,performance_loss,0.0,0,44.1,0.0,3,153.0,14.7,20.8,no,20.8,15.7,7.6,0.0,0.0,0.0,no,preventive,14.2,6.9,10,8,70.8,skilled,13.2,0.0,no,yes,30.8,SUP-187,125.0,5.16,1.22,1.36,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9875,99.5042,833.0,1.247,147.2,69.6,16.7,9.0,349.9,2428.46,3229.97,24.15,0.0,6.04,200,8820.0,1770.04,55.2,32.6569
MFG-LINE-PLT-004-03,PLT-004,WC-034,SHF-PLT-004-20200123-2,2020-01-23,2,445.8,PRD-2020-SKU-08933,industrial_machinery,WO-2020-51775,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,178.517,8.926,167.06,400.76,179.02,193.24,0.05,WC-005,186.88,95.17,WC-004,151.43,200,111,110,1,0,1,20.13,27.09,0.7431,99.748,111,0.2,0,-44.5,0.78,445.8,345.5,0.775,0.7117,0.991,0.5466,16.92,30.95,100.3,45.0,1,idling_minor_stops,average,performance_loss,14.7,1,100.3,0.0,3,148.6,33.4,50.4,yes,33.3,0.0,0.0,0.0,0.0,67.0,no,preventive,22.2,6.9,21,19,63.5,semi_skilled,9.2,0.0,no,no,36.5,SUP-146,2520.0,4.3,0.93,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.748,98.6712,361.5,3.286,78.5,51.3,,7.8,151.8,7318.0,11578.54,28.13,0.0,7.03,100,10030.0,2013.03,26.1,200.1725
MFG-LINE-PLT-002-04,PLT-002,WC-002,SHF-PLT-002-20220420-1,2022-04-20,1,426.8,PRD-2022-SKU-01057,electronics_pcb,WO-2022-83489,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.963,3.017,14.58,42.69,16.48,20.94,0.189,WC-002,17.0,96.8,WC-004,0.0,1814,1299,1297,2,0,2,225.38,255.32,0.8827,99.9077,1299,0.8,1,-28.39,45.59,426.8,388.4,0.91,0.7861,0.9985,0.7142,21.17,29.64,38.4,353.5,2,idling_minor_stops,good,performance_loss,42.5,1,38.4,0.0,2,213.4,19.2,32.9,yes,0.0,0.0,32.9,5.5,0.0,0.0,no,preventive,15.6,6.6,5,4,92.3,skilled,9.5,1.7,no,no,39.4,SUP-100,923.0,4.61,1.04,1.06,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9077,97.5607,569.4,0.439,120.4,41.8,,8.9,239.1,1278.0,1567.95,17.46,0.0,8.73,150,5760.0,1160.73,43.6,19.6812
MFG-LINE-PLT-005-01,PLT-005,WC-033,SHF-PLT-005-20240621-2,2024-06-21,2,457.4,PRD-2024-SKU-04045,automotive_body,WO-2024-37359,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.05,4.566,35.62,59.21,37.69,45.58,0.12,WC-002,37.97,90.72,WC-004,0.0,797,700,699,1,0,1,94.48,104.65,0.9028,99.9852,700,1.2,4,-12.17,91.69,457.4,444.5,0.9718,0.9028,0.9986,0.8761,27.83,31.77,12.9,75.4,1,reduced_speed,world_class,performance_loss,0.0,0,12.9,0.0,2,228.7,6.5,8.2,no,0.0,0.0,0.0,12.9,0.0,0.0,no,corrective,20.8,6.2,2,1,60.6,expert,13.5,0.0,no,no,19.2,SUP-007,148.0,5.12,1.21,1.28,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9852,98.432,1989.4,2.846,481.0,276.9,39.8,7.7,835.5,388.18,545.5,50.81,0.0,12.7,200,2580.0,528.7,50.1,52.2184
MFG-LINE-PLT-004-04,PLT-004,WC-044,SHF-PLT-004-20231016-2,2023-10-16,2,452.2,PRD-2023-SKU-09544,industrial_machinery,WO-2023-46975,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,345.155,65.234,308.27,549.27,313.64,452.79,0.189,WC-002,373.39,98.35,WC-001,332.72,93,49,48,1,0,1,10.33,12.43,0.8311,99.7241,49,1.0,2,-47.31,0.45,452.2,322.0,0.7121,0.7348,0.9796,0.5125,16.09,31.4,130.2,17.7,1,equipment_failure,average,availability_loss,37.3,1,130.2,0.0,2,226.1,65.1,116.3,yes,116.3,0.0,13.9,0.0,0.0,0.0,no,corrective,24.6,6.6,16,14,85.7,skilled,6.7,0.0,no,no,69.2,SUP-002,2759.0,4.28,0.93,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7241,98.7296,120.8,2.517,28.3,11.4,,8.3,50.7,3211.86,5072.43,79.93,0.0,19.98,100,13020.0,2623.98,49.7,254.1846
MFG-LINE-PLT-002-04,PLT-002,WC-028,SHF-PLT-002-20230826-1,2023-08-26,1,427.7,PRD-2023-SKU-06518,electronics_pcb,WO-2023-79401,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.086,3.861,16.59,30.56,17.54,24.46,0.213,WC-002,21.04,99.9,WC-006,0.0,1812,1271,1265,6,3,3,199.02,255.32,0.7795,99.5838,1274,1.8,5,-29.86,29.57,427.7,415.7,0.9719,0.7185,0.9953,0.695,20.64,29.7,12.0,498.0,6,idling_minor_stops,average,performance_loss,32.6,1,12.0,0.0,2,213.9,6.0,7.0,no,0.0,7.0,0.0,4.9,0.0,0.0,no,preventive,15.6,4.6,8,6,72.3,semi_skilled,13.4,0.0,no,no,28.5,SUP-065,4162.0,4.14,0.88,0.9,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,no,no,99.5838,98.8752,352.9,0.279,67.4,52.7,,9.3,148.2,2618.43,2451.73,8.56,25.68,6.42,150,1800.0,392.1,68.0,12.6086
MFG-LINE-PLT-002-04,PLT-002,WC-032,SHF-PLT-002-20230611-2,2023-06-11,2,445.2,PRD-2023-SKU-04648,electronics_pcb,WO-2023-07996,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.922,4.04,16.43,48.74,17.76,25.59,0.213,WC-001,22.85,99.9,WC-004,0.0,1890,1095,1092,3,1,2,190.18,255.32,0.7449,99.7628,1096,3.3,11,-42.06,7.01,407.3,324.0,0.7955,0.7941,0.9973,0.63,17.82,28.29,83.3,283.9,3,idling_minor_stops,average,performance_loss,16.5,1,83.3,37.9,6,74.2,13.9,27.5,no,42.5,14.0,0.0,0.0,10.8,16.0,yes,corrective,15.6,7.5,24,21,65.7,semi_skilled,8.9,0.0,no,no,79.1,SUP-138,2372.0,4.32,0.94,1.07,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7628,98.9197,79.7,0.073,14.9,9.1,,9.8,33.5,5782.41,14399.3,8.83,8.83,4.42,150,12495.0,2512.25,32.9,27.3357
MFG-LINE-PLT-004-05,PLT-004,WC-015,SHF-PLT-004-20220312-3,2022-03-12,3,470.8,PRD-2022-SKU-07483,industrial_machinery,WO-2022-84779,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,207.472,10.374,195.63,464.22,208.97,224.59,0.05,WC-003,216.36,94.8,WC-006,183.68,186,128,127,1,0,1,17.28,23.79,0.7264,99.8732,128,2.3,6,-31.18,2.02,470.8,444.6,0.9443,0.7261,0.9922,0.6803,22.24,32.69,26.2,48.3,1,idling_minor_stops,average,performance_loss,0.0,0,26.2,0.0,1,470.8,26.2,26.2,no,26.2,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,6.7,11,8,83.0,semi_skilled,19.0,0.0,no,yes,41.6,SUP-031,1268.0,4.52,1.01,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8732,96.932,348.0,2.74,60.6,46.6,,8.2,146.2,3123.39,4859.8,38.24,0.0,9.56,100,2620.0,533.56,55.7,101.4009
MFG-LINE-PLT-004-02,PLT-004,WC-042,SHF-PLT-004-20220428-3,2022-04-28,3,479.4,PRD-2022-SKU-07883,industrial_machinery,WO-2022-16071,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,316.858,67.649,294.02,450.31,301.28,428.48,0.213,WC-001,349.6,99.9,WC-002,300.86,127,83,82,1,0,1,11.25,16.0,0.7031,99.5609,83,1.7,3,-34.65,0.93,440.8,440.8,1.0,0.7062,0.988,0.6976,21.35,30.61,0.0,34.5,1,idling_minor_stops,average,performance_loss,36.6,1,0.0,38.6,0,479.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,6.1,5.8,15,11,85.1,semi_skilled,22.5,0.0,no,no,21.9,SUP-151,4391.0,4.12,0.87,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5609,97.4675,245.1,2.989,60.2,15.5,,8.0,102.9,2942.0,5194.71,34.48,0.0,8.62,100,0.0,8.62,66.8,134.1287
MFG-LINE-PLT-001-01,PLT-001,WC-009,SHF-PLT-001-20210227-3,2021-02-27,3,478.2,PRD-2021-SKU-01665,pharmaceutical,WO-2021-50198,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,28.526,0.856,26.96,65.49,28.4,29.94,0.03,WC-001,29.22,93.12,WC-008,0.0,1406,836,835,1,0,1,126.18,176.47,0.715,99.9853,836,1.6,3,-40.54,6.98,478.2,478.2,1.0,0.5944,0.9988,0.5937,19.72,33.21,0.0,570.5,1,idling_minor_stops,average,performance_loss,80.7,2,0.0,0.0,0,478.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,5.9,16,15,71.3,semi_skilled,3.5,0.0,no,yes,67.4,SUP-125,147.0,5.12,1.21,1.37,contamination,labelling,automated_vision,yes,no,no,no,99.9853,98.0471,1818.6,2.178,435.5,208.7,,7.1,763.8,3024.59,5266.38,37.57,0.0,9.39,300,0.0,9.39,37.0,47.5443
MFG-LINE-PLT-002-04,PLT-002,WC-045,SHF-PLT-002-20200330-2,2020-03-30,2,480.0,PRD-2020-SKU-03237,electronics_pcb,WO-2020-14737,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.639,3.979,16.58,41.98,20.11,25.2,0.213,WC-005,19.73,96.25,WC-002,0.0,2036,1305,1301,4,1,3,193.01,255.32,0.756,99.6974,1306,1.3,3,-35.9,7.74,480.0,405.7,0.8452,0.7559,0.9969,0.637,21.23,33.33,74.3,421.4,4,idling_minor_stops,average,performance_loss,0.0,0,74.3,0.0,4,120.0,18.6,29.9,no,54.4,0.0,0.0,20.0,0.0,0.0,no,preventive,15.6,6.4,22,21,65.9,semi_skilled,3.2,0.0,yes,no,18.0,SUP-090,3026.0,4.24,0.91,0.95,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,yes,no,99.6974,97.9387,1072.0,0.824,195.8,148.8,,7.9,450.2,6795.78,13234.61,20.33,20.33,15.25,150,11145.0,2264.58,52.2,35.7887
MFG-LINE-PLT-005-05,PLT-005,WC-008,SHF-PLT-005-20240416-1,2024-04-16,1,477.0,PRD-2024-SKU-07114,automotive_body,WO-2024-17701,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,80.159,2.405,71.96,153.63,80.14,84.13,0.03,WC-002,81.38,92.29,WC-003,21.14,469,340,339,1,0,1,44.82,59.02,0.7594,99.9881,340,0.7,2,-27.51,10.66,477.0,455.1,0.9541,0.7595,0.9971,0.7225,23.93,33.13,21.9,107.7,1,idling_minor_stops,good,performance_loss,0.0,0,21.9,0.0,1,477.0,21.9,21.9,no,0.0,21.9,0.0,0.0,0.0,0.0,no,emergency,23.7,4.3,5,4,62.0,semi_skilled,1.1,0.0,no,no,71.9,SUP-014,119.0,5.17,1.22,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9881,99.3315,1017.3,3.001,246.2,146.6,20.3,7.6,427.3,1792.47,3492.15,37.8,0.0,9.45,200,4380.0,885.45,43.5,53.5004
MFG-LINE-PLT-010-02,PLT-010,WC-040,SHF-PLT-010-20210928-1,2021-09-28,1,456.6,PRD-2021-SKU-04930,industrial_machinery,WO-2021-90649,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,312.751,54.731,295.79,685.29,306.83,403.06,0.175,WC-004,316.23,91.92,WC-001,300.37,93,79,78,1,0,1,11.48,12.38,0.9273,99.778,79,0.2,0,-15.05,0.85,432.7,432.7,1.0,0.8851,0.9873,0.8739,26.26,30.05,0.0,10.3,1,idling_minor_stops,world_class,performance_loss,43.8,1,0.0,23.9,0,456.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,32.7,5.1,13,12,76.4,expert,4.3,0.0,yes,no,66.5,SUP-056,2220.0,4.35,0.95,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.778,96.9614,170.8,2.19,33.1,22.6,,8.5,71.7,5919.5,12343.17,55.98,0.0,13.99,100,0.0,13.99,38.2,290.8345
MFG-LINE-PLT-007-02,PLT-007,WC-005,SHF-PLT-007-20241125-1,2024-11-25,1,449.7,PRD-2024-SKU-05395,industrial_machinery,WO-2024-78366,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,246.922,29.631,213.9,628.86,266.32,295.81,0.12,WC-001,251.01,92.41,WC-002,231.38,116,65,64,1,0,1,14.45,15.54,0.9299,99.9492,65,0.9,2,-43.97,0.61,449.7,317.4,0.7058,0.7906,0.9846,0.5494,17.16,31.23,132.3,17.2,1,equipment_failure,average,availability_loss,47.4,2,132.3,0.0,6,74.9,22.0,81.3,yes,87.9,33.3,0.0,4.7,6.5,0.0,no,preventive,32.8,4.8,15,14,84.8,expert,3.0,0.0,no,yes,13.4,SUP-004,508.0,4.79,1.1,1.16,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9492,99.8986,178.8,2.793,45.4,13.3,,8.1,75.1,6393.9,9672.66,37.14,0.0,9.29,100,13230.0,2655.29,73.8,288.7603
MFG-LINE-PLT-003-03,PLT-003,WC-011,SHF-PLT-003-20211224-1,2021-12-24,1,424.1,PRD-2021-SKU-03731,electronics_pcb,WO-2021-10205,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.443,0.522,9.21,19.81,10.58,11.3,0.05,WC-002,10.54,91.78,WC-003,0.0,2650,2061,2060,1,0,1,344.71,375.0,0.9192,99.9713,2061,0.8,2,-22.23,15.34,424.1,380.1,0.8963,0.8675,0.9995,0.7771,22.89,29.45,44.0,314.8,1,reduced_speed,good,performance_loss,21.4,2,44.0,0.0,3,141.4,14.7,23.6,no,0.0,41.2,0.0,2.8,0.0,0.0,no,preventive,16.8,7.6,23,19,60.6,skilled,14.8,0.0,no,no,18.4,SUP-108,287.0,4.94,1.15,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9713,97.7087,1246.3,0.605,266.3,131.1,,8.5,523.4,5026.58,4429.44,9.05,0.0,2.26,150,6600.0,1322.26,36.0,13.6447
MFG-LINE-PLT-005-05,PLT-005,WC-025,SHF-PLT-005-20241129-1,2024-11-29,1,462.9,PRD-2024-SKU-07451,automotive_body,WO-2024-42495,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,65.86,1.976,59.27,183.34,65.92,69.12,0.03,WC-003,65.55,90.48,WC-002,6.84,455,314,313,1,0,1,54.55,59.02,0.9243,99.99,314,1.1,3,-30.99,3.38,462.9,345.3,0.746,0.9244,0.9968,0.6874,22.1,32.15,117.6,25.7,1,equipment_failure,average,availability_loss,0.0,0,117.6,0.0,4,115.7,29.4,48.3,yes,79.4,12.7,0.0,25.6,0.0,0.0,no,emergency,23.7,5.3,13,12,61.0,expert,4.3,0.0,no,no,51.0,SUP-152,71.0,5.3,1.27,1.45,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.7272,878.3,2.806,196.9,54.5,17.6,7.8,368.9,5020.36,4363.7,83.24,0.0,20.81,200,23520.0,4724.81,45.7,113.487
MFG-LINE-PLT-001-01,PLT-001,WC-030,SHF-PLT-001-20241222-1,2024-12-22,1,435.0,PRD-2024-SKU-05809,pharmaceutical,WO-2024-77944,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,21.987,0.66,19.06,42.76,21.8,23.08,0.03,WC-004,22.58,93.36,WC-002,0.0,1279,340,339,1,0,1,163.45,176.47,0.9262,99.99,340,1.0,2,-73.42,2.6,435.0,183.3,0.4213,0.6307,0.9971,0.2649,8.0,30.21,251.8,199.1,1,equipment_failure,poor,availability_loss,58.5,2,251.7600102320082,0.0,4,108.8,24.2,251.7600102320082,yes,65.4,11.9,19.5,0.0,0.0,0.0,no,preventive,26.8,3.2,20,18,67.5,expert,6.1,0.0,no,no,28.1,SUP-176,37.0,5.46,1.32,1.35,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.1024,429.9,1.268,88.1,40.7,,8.3,180.6,6442.49,11392.46,17.12,0.0,4.28,300,75528.0,15109.88,54.0,69.781
MFG-LINE-PLT-002-02,PLT-002,WC-009,SHF-PLT-002-20221210-2,2022-12-10,2,475.5,PRD-2022-SKU-01731,electronics_pcb,WO-2022-46296,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,21.644,0.649,18.9,31.62,21.99,22.71,0.03,WC-004,22.07,92.7,WC-002,0.0,2227,1248,1247,1,0,1,166.2,281.25,0.5909,99.9408,1248,0.9,3,-43.96,8.74,475.5,450.6,0.9476,0.5909,0.9992,0.5595,18.47,33.02,24.9,864.0,1,reduced_speed,average,performance_loss,0.0,0,24.9,0.0,3,158.5,8.3,11.7,no,11.7,0.0,8.3,4.9,0.0,0.0,no,preventive,2.0,6.6,20,18,69.2,trainee,5.6,0.0,no,yes,58.4,SUP-056,592.0,4.74,1.08,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9408,99.0792,1369.2,1.098,323.9,148.9,,7.3,575.1,9072.63,8501.08,12.42,0.0,3.1,150,3735.0,750.1,46.1,26.5228
MFG-LINE-PLT-002-03,PLT-002,WC-044,SHF-PLT-002-20200507-3,2020-05-07,3,451.3,PRD-2020-SKU-08886,electronics_pcb,WO-2020-25038,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,76.238,3.812,69.12,220.09,75.89,82.53,0.05,WC-004,79.22,94.46,WC-005,0.0,618,274,273,1,0,1,47.11,82.38,0.5719,99.8718,274,0.9,2,-55.66,4.54,451.3,358.5,0.7944,0.5566,0.9964,0.4405,13.81,31.34,92.8,218.3,1,reduced_speed,poor,performance_loss,9.6,1,92.8,0.0,6,75.2,15.5,40.4,yes,58.6,23.5,0.0,6.4,4.3,0.0,no,preventive,13.3,7.0,10,8,89.2,trainee,13.7,0.0,no,no,43.7,SUP-040,1282.0,4.52,1.01,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8718,96.8761,228.0,0.835,59.9,12.2,,7.9,95.8,2291.99,2448.63,17.29,0.0,4.32,150,13920.0,2788.32,35.8,34.7182
MFG-LINE-PLT-005-05,PLT-005,WC-009,SHF-PLT-005-20221214-2,2022-12-14,2,428.7,PRD-2022-SKU-04710,automotive_body,WO-2022-09283,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,68.118,2.044,59.19,83.96,67.42,71.49,0.03,WC-001,68.7,91.69,WC-003,9.1,421,288,287,1,0,1,52.7,59.02,0.8929,99.99,288,1.5,3,-31.59,40.17,428.7,360.6,0.8412,0.8119,0.9965,0.6806,20.26,29.77,68.1,66.7,1,reduced_speed,average,performance_loss,32.7,1,68.1,0.0,5,85.7,13.6,21.7,no,55.7,0.0,0.0,12.4,0.0,0.0,no,preventive,23.7,4.5,2,1,92.3,expert,14.0,1.0,no,no,39.7,SUP-003,54.0,5.37,1.29,1.46,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.0156,391.8,1.365,78.3,43.2,7.8,8.9,164.6,442.6,1026.96,20.58,0.0,5.14,200,13620.0,2729.14,69.1,25.7721
MFG-LINE-PLT-005-02,PLT-005,WC-013,SHF-PLT-005-20230108-1,2023-01-08,1,471.8,PRD-2023-SKU-02329,automotive_body,WO-2023-10451,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.632,4.291,47.06,156.44,53.25,60.71,0.08,WC-001,55.5,94.07,WC-004,0.0,595,471,470,1,0,1,67.03,75.79,0.8844,99.9837,471,3.2,8,-20.84,6.64,471.8,421.6,0.8936,0.8844,0.9979,0.7886,25.84,32.77,50.2,61.6,1,idling_minor_stops,good,performance_loss,0.0,0,50.2,0.0,3,157.3,16.7,27.6,no,27.6,0.0,0.0,0.0,22.7,0.0,no,predictive,1.3,7.0,10,9,86.0,skilled,4.1,0.0,no,no,72.9,SUP-170,163.0,5.09,1.2,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9837,99.7163,1622.4,3.452,342.4,241.3,32.4,7.2,681.4,3181.24,6720.99,72.2,0.0,18.05,200,10040.0,2026.05,37.5,93.4222
MFG-LINE-PLT-004-02,PLT-004,WC-019,SHF-PLT-004-20220913-1,2022-09-13,1,445.8,PRD-2022-SKU-08783,industrial_machinery,WO-2022-65059,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,253.789,47.966,216.6,705.63,241.21,332.93,0.189,WC-001,278.42,99.73,WC-002,237.79,118,103,102,1,0,1,14.17,16.0,0.8856,99.5925,103,0.0,0,-12.71,2.29,445.8,436.1,0.9782,0.8857,0.9903,0.858,26.56,30.96,9.7,13.3,1,idling_minor_stops,world_class,performance_loss,0.0,0,9.7,0.0,1,445.8,9.7,9.7,no,0.0,9.7,0.0,0.0,0.0,0.0,no,emergency,6.1,5.8,7,6,83.9,skilled,8.6,0.0,no,no,65.2,SUP-157,4075.0,4.15,0.88,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.5925,98.718,276.7,2.713,60.5,35.6,,8.2,116.2,2682.56,6218.73,59.52,0.0,14.88,100,970.0,208.88,51.5,147.3711
MFG-LINE-PLT-002-01,PLT-002,WC-027,SHF-PLT-002-20231123-1,2023-11-23,1,432.7,PRD-2023-SKU-07227,electronics_pcb,WO-2023-67485,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,62.13,3.106,58.99,121.03,62.32,67.25,0.05,WC-002,63.87,93.46,WC-001,0.0,680,371,370,1,0,1,57.9,94.49,0.6128,99.8259,371,0.9,3,-45.44,12.83,414.4,375.7,0.9066,0.6271,0.9973,0.567,16.32,28.78,38.7,220.6,1,idling_minor_stops,average,performance_loss,9.5,1,38.7,18.3,2,216.3,19.3,24.3,no,14.4,24.3,0.0,0.0,0.0,0.0,yes,preventive,26.7,6.1,5,4,78.3,trainee,14.9,0.0,no,yes,57.7,SUP-067,1741.0,4.42,0.97,0.97,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8259,98.6426,331.2,0.895,76.9,25.7,,7.8,139.1,988.26,2052.34,20.91,0.0,5.23,150,5805.0,1166.23,42.7,29.1844
MFG-LINE-PLT-005-03,PLT-005,WC-017,SHF-PLT-005-20231222-3,2023-12-22,3,471.7,PRD-2023-SKU-07481,automotive_body,WO-2023-97627,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,78.734,3.937,71.36,110.59,78.58,85.23,0.05,WC-002,79.27,91.53,WC-001,15.13,499,264,263,1,0,1,45.62,63.6,0.7173,99.9591,264,1.3,3,-47.09,2.39,471.7,355.9,0.7545,0.6997,0.9962,0.5259,17.23,32.76,115.8,113.3,1,reduced_speed,average,performance_loss,8.8,1,115.8,0.0,6,78.6,19.3,31.2,yes,24.9,31.2,50.3,9.4,0.0,0.0,no,preventive,32.9,5.7,19,14,83.0,semi_skilled,23.1,0.0,no,no,52.0,SUP-095,409.0,4.85,1.12,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9591,98.1112,640.1,2.434,110.0,79.0,12.8,8.1,268.8,4316.52,10592.01,54.5,0.0,13.62,200,23160.0,4645.62,41.3,111.3937
MFG-LINE-PLT-006-02,PLT-006,WC-005,SHF-PLT-006-20230628-3,2023-06-28,3,422.9,PRD-2023-SKU-07265,food_beverage,WO-2023-05236,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.611,0.913,6.85,14.6,7.77,9.12,0.12,WC-001,8.5,99.9,WC-009,0.0,3838,1790,1787,3,1,2,472.88,545.45,0.867,99.8589,1791,1.8,6,-53.36,36.22,422.9,337.3,0.7976,0.5838,0.9983,0.4648,13.65,29.37,85.6,1276.1,3,idling_minor_stops,poor,performance_loss,110.2,3,85.6,0.0,7,60.4,12.2,25.8,no,12.4,42.5,16.9,10.4,3.4,0.0,no,emergency,15.5,4.8,10,7,73.5,expert,22.5,0.0,no,no,15.7,SUP-042,1411.0,4.49,1.0,1.1,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8589,99.5127,857.8,0.48,211.1,50.9,,7.6,360.3,1529.17,2352.54,6.43,6.43,3.21,80,6848.0,1379.24,71.1,8.613
MFG-LINE-PLT-004-03,PLT-004,WC-041,SHF-PLT-004-20200312-1,2020-03-12,1,438.0,PRD-2020-SKU-04311,industrial_machinery,WO-2020-68164,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,152.244,7.612,141.41,213.99,152.69,164.8,0.05,WC-002,155.25,92.7,WC-003,125.15,196,123,122,1,0,1,23.61,27.09,0.8715,99.5553,123,1.9,5,-37.24,1.67,438.0,312.6,0.7137,0.8717,0.9919,0.617,18.77,30.41,125.4,18.1,1,equipment_failure,average,availability_loss,0.0,0,125.4,0.0,4,109.5,31.3,45.9,yes,125.4,0.0,0.0,0.0,0.0,0.0,no,corrective,22.2,5.7,12,10,84.1,skilled,10.7,0.0,no,no,68.1,SUP-111,4447.0,4.12,0.87,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5553,97.5427,425.0,3.484,81.3,28.6,,7.7,178.5,2622.12,5474.98,56.58,0.0,14.14,100,12540.0,2522.14,70.5,123.4134
MFG-LINE-PLT-004-05,PLT-004,WC-043,SHF-PLT-004-20200512-1,2020-05-12,1,475.6,PRD-2020-SKU-09974,industrial_machinery,WO-2020-32793,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,190.913,9.546,173.56,287.73,190.16,206.66,0.05,WC-010,205.92,98.06,WC-004,167.12,188,140,139,1,0,1,18.82,23.79,0.7911,99.8163,140,4.5,12,-25.53,0.8,455.1,425.7,0.9354,0.8293,0.9929,0.7702,24.34,31.61,29.4,28.8,1,reduced_speed,good,performance_loss,0.0,0,29.4,20.5,2,237.8,14.7,22.5,no,22.5,6.9,0.0,0.0,0.0,0.0,yes,emergency,3.8,5.7,23,22,85.2,semi_skilled,1.9,0.0,no,no,20.7,SUP-013,1837.0,4.4,0.97,0.99,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8163,97.9985,231.2,1.663,42.7,15.9,,8.9,97.1,8106.92,17936.8,25.68,0.0,6.42,100,2940.0,594.42,51.1,213.2296
MFG-LINE-PLT-003-05,PLT-003,WC-005,SHF-PLT-003-20201026-3,2020-10-26,3,469.4,PRD-2020-SKU-05447,electronics_pcb,WO-2020-32844,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,47.552,5.706,44.51,98.22,47.37,56.97,0.12,WC-003,50.48,96.51,WC-005,0.0,719,430,429,1,0,1,75.62,92.07,0.8213,99.9231,430,0.4,1,-40.19,3.05,469.4,370.8,0.79,0.7557,0.9977,0.5956,19.42,32.6,98.6,139.0,1,reduced_speed,average,performance_loss,29.6,1,98.6,0.0,3,156.5,32.9,85.7,yes,85.7,0.0,8.5,0.0,4.5,0.0,no,corrective,2.5,7.4,21,18,73.5,skilled,9.7,0.0,no,no,42.8,SUP-042,769.0,4.67,1.06,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9231,98.5661,474.5,1.106,86.0,58.3,,7.2,199.3,7830.78,8335.39,8.77,0.0,2.19,150,14790.0,2960.19,44.3,46.4738
MFG-LINE-PLT-001-01,PLT-001,WC-028,SHF-PLT-001-20200701-1,2020-07-01,1,432.7,PRD-2020-SKU-07184,pharmaceutical,WO-2020-99060,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,26.896,0.807,22.92,59.32,27.36,28.23,0.03,WC-002,27.68,93.57,WC-009,0.0,1272,804,803,1,0,1,133.82,176.47,0.7583,99.99,804,1.0,2,-36.79,5.06,432.7,360.5,0.8331,0.7583,0.9988,0.631,18.96,30.05,72.2,256.3,1,reduced_speed,average,performance_loss,0.0,0,72.2,0.0,4,108.2,18.1,28.5,no,39.5,4.3,28.5,0.0,0.0,0.0,no,preventive,26.8,5.2,24,22,87.2,semi_skilled,6.3,0.0,no,no,43.4,SUP-095,86.0,5.26,1.25,1.4,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.3659,992.5,1.236,236.1,128.6,,8.4,416.8,8063.18,13983.51,28.55,0.0,7.14,300,21660.0,4339.14,58.8,56.041
MFG-LINE-PLT-009-02,PLT-009,WC-004,SHF-PLT-009-20230516-2,2023-05-16,2,452.3,PRD-2023-SKU-07829,automotive_body,WO-2023-54299,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,44.329,2.216,37.79,128.0,43.71,47.99,0.05,WC-003,45.31,92.93,WC-001,0.0,822,527,526,1,0,1,81.15,109.09,0.7439,99.9668,527,3.4,7,-35.89,4.65,452.3,431.3,0.9536,0.6721,0.9981,0.6396,20.09,31.41,21.0,257.1,1,idling_minor_stops,average,performance_loss,41.7,1,21.0,0.0,2,226.1,10.5,15.5,no,15.5,0.0,0.0,0.0,0.0,5.5,no,corrective,14.2,5.9,17,15,81.9,semi_skilled,8.8,0.0,no,no,37.0,SUP-080,332.0,4.9,1.13,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9668,97.2671,1706.3,3.244,328.5,93.3,34.1,7.4,716.6,2636.29,3971.71,21.26,0.0,5.32,200,4200.0,845.32,45.9,33.8632
MFG-LINE-PLT-009-02,PLT-009,WC-045,SHF-PLT-009-20240120-2,2024-01-20,2,467.6,PRD-2024-SKU-05794,automotive_body,WO-2024-59451,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,44.286,2.214,40.22,115.89,43.48,47.94,0.05,WC-003,43.82,89.95,WC-001,0.0,849,338,337,1,0,1,81.22,109.09,0.7445,99.9547,338,4.3,13,-60.19,2.4,467.6,390.8,0.8357,0.4757,0.997,0.3964,12.87,32.47,76.8,372.5,1,idling_minor_stops,poor,performance_loss,141.1,4,76.8,0.0,6,77.9,12.8,27.5,no,14.4,27.5,0.0,29.0,6.0,0.0,no,corrective,14.2,5.5,21,18,78.2,semi_skilled,13.7,1.1,no,no,67.4,SUP-044,453.0,4.82,1.11,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9547,97.6592,1043.0,3.095,180.1,145.9,20.9,7.5,438.1,4018.45,6885.32,41.04,0.0,10.26,200,15360.0,3082.26,69.8,73.5172
MFG-LINE-PLT-001-01,PLT-001,WC-018,SHF-PLT-001-20201023-3,2020-10-23,3,477.8,PRD-2020-SKU-08419,pharmaceutical,WO-2020-24812,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.484,0.765,23.17,67.74,25.87,26.75,0.03,WC-001,25.78,91.98,WC-002,0.0,1405,1041,1040,1,0,1,141.24,176.47,0.8004,99.99,1041,4.2,14,-25.91,65.3,477.8,442.2,0.9255,0.8004,0.999,0.74,24.55,33.18,35.6,259.6,1,idling_minor_stops,good,performance_loss,0.0,0,35.6,0.0,3,159.3,11.9,16.8,no,0.0,26.5,9.1,0.0,0.0,0.0,no,predictive,26.8,6.5,3,2,60.3,skilled,6.8,1.8,no,no,51.1,SUP-116,44.0,5.42,1.31,1.43,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.093,1734.7,1.668,396.3,194.6,,7.8,728.6,919.39,1322.33,19.11,0.0,4.78,300,10680.0,2140.78,54.0,21.2839
MFG-LINE-PLT-002-04,PLT-002,WC-014,SHF-PLT-002-20210213-1,2021-02-13,1,429.3,PRD-2021-SKU-02337,electronics_pcb,WO-2021-39749,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.822,2.594,13.41,22.64,13.97,19.1,0.175,WC-005,16.03,98.29,WC-004,0.0,1825,1271,1270,1,0,1,242.87,255.32,0.9512,99.9428,1271,1.3,2,-30.36,11.09,429.3,357.0,0.8316,0.8368,0.9992,0.6953,20.73,29.81,72.3,247.9,1,equipment_failure,average,availability_loss,43.0,1,72.3,0.0,4,107.3,18.1,23.6,no,23.6,0.0,32.5,0.0,0.0,16.2,no,emergency,15.6,6.0,17,16,93.1,expert,4.0,1.9,no,no,32.9,SUP-077,572.0,4.75,1.08,1.12,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9428,97.3909,839.5,0.661,223.7,84.4,,8.3,352.6,4606.43,4477.01,8.5,0.0,2.12,150,10845.0,2171.12,36.0,15.659
MFG-LINE-PLT-002-04,PLT-002,WC-011,SHF-PLT-002-20201127-2,2020-11-27,2,437.0,PRD-2020-SKU-06787,electronics_pcb,WO-2020-23590,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.331,2.858,15.48,21.32,16.94,21.05,0.175,WC-001,18.71,99.9,WC-003,0.0,1857,861,859,2,0,2,220.36,255.32,0.8631,99.8821,861,2.0,6,-53.63,14.74,437.0,234.4,0.5365,0.8631,0.9977,0.4619,14.02,30.35,202.5,136.6,2,setup_adjustment,poor,availability_loss,0.0,0,202.54893592718622,0.0,2,218.5,20.4,202.54893592718622,yes,24.3,0.0,0.0,0.0,0.0,16.4,no,preventive,15.6,2.8,10,8,69.1,expert,13.3,0.0,no,no,38.0,SUP-133,1179.0,4.54,1.01,1.13,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8821,99.3987,852.1,0.992,233.6,110.4,,7.5,357.9,3000.97,2662.19,12.49,0.0,6.25,150,30382.34,6082.72,39.4,19.1118
MFG-LINE-PLT-005-02,PLT-005,WC-045,SHF-PLT-005-20230819-1,2023-08-19,1,453.2,PRD-2023-SKU-02554,automotive_body,WO-2023-47225,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,61.247,4.9,57.63,139.23,59.72,69.33,0.08,WC-003,62.65,92.99,WC-005,0.0,572,436,435,1,0,1,58.72,75.79,0.7748,99.981,436,0.6,1,-23.78,4.11,453.2,445.5,0.983,0.7747,0.9977,0.7598,23.91,31.47,7.7,126.8,1,idling_minor_stops,good,performance_loss,0.0,0,7.7,0.0,1,453.2,7.7,7.7,no,0.0,0.0,0.0,7.7,0.0,0.0,no,preventive,1.3,6.4,15,14,71.2,semi_skilled,4.3,0.0,yes,no,54.0,SUP-005,190.0,5.05,1.18,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.981,97.4573,1247.1,2.867,235.0,100.4,24.9,7.7,523.8,2329.34,3600.55,23.28,0.0,5.82,200,1540.0,313.82,39.8,36.9654
MFG-LINE-PLT-004-04,PLT-004,WC-012,SHF-PLT-004-20201030-2,2020-10-30,2,436.8,PRD-2020-SKU-08655,industrial_machinery,WO-2020-44777,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,325.575,56.976,300.82,951.13,339.6,419.59,0.175,WC-001,338.27,94.45,WC-002,313.14,90,64,63,1,0,1,10.99,12.43,0.8842,99.7765,64,0.7,2,-28.89,1.44,436.8,382.0,0.8745,0.8089,0.9844,0.6964,21.12,30.33,54.8,15.1,1,idling_minor_stops,average,performance_loss,32.6,2,54.8,0.0,3,145.6,18.3,35.1,yes,7.2,0.0,12.5,0.0,0.0,35.1,no,corrective,24.6,5.4,7,6,93.5,expert,12.0,0.0,no,yes,66.8,SUP-169,2235.0,4.34,0.95,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7765,97.9918,193.8,3.076,43.7,11.9,,7.9,81.4,1663.72,3546.6,32.24,0.0,8.06,100,5480.0,1104.06,45.9,115.4552
MFG-LINE-PLT-001-01,PLT-001,WC-036,SHF-PLT-001-20210903-2,2021-09-03,2,421.9,PRD-2021-SKU-02409,pharmaceutical,WO-2021-18425,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,27.768,0.833,25.23,70.29,27.75,29.14,0.03,WC-009,28.15,92.15,WC-005,0.0,1240,805,804,1,0,1,129.59,176.47,0.7343,99.989,805,1.2,3,-35.08,19.05,421.9,411.7,0.9758,0.6647,0.9988,0.6479,18.98,29.3,10.2,406.1,1,reduced_speed,average,performance_loss,39.0,3,10.2,0.0,1,421.9,10.2,10.2,no,0.0,0.0,0.0,0.0,0.0,10.2,no,preventive,26.8,4.6,7,6,67.6,semi_skilled,9.6,0.0,no,no,12.2,SUP-029,110.0,5.19,1.23,1.29,contamination,labelling,automated_vision,no,no,no,no,99.989,98.4247,1182.7,1.471,240.1,139.4,,8.0,496.7,1412.85,3166.14,14.58,0.0,3.65,300,3060.0,615.65,26.0,20.2934
MFG-LINE-PLT-005-01,PLT-005,WC-046,SHF-PLT-005-20230531-3,2023-05-31,3,449.7,PRD-2023-SKU-03892,automotive_body,WO-2023-54093,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.645,4.757,33.91,81.72,39.55,47.49,0.12,WC-003,40.2,92.18,WC-002,0.0,784,612,611,1,0,1,90.7,104.65,0.8667,99.9665,612,1.3,4,-21.94,9.06,449.7,432.0,0.9606,0.8123,0.9984,0.779,24.33,31.23,17.7,141.4,1,reduced_speed,good,performance_loss,27.1,1,17.7,0.0,1,449.7,17.7,17.7,no,0.0,0.0,17.7,0.0,0.0,0.0,no,corrective,20.8,6.3,11,9,82.3,expert,14.3,0.0,no,no,67.1,SUP-094,335.0,4.9,1.13,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9665,99.452,896.3,1.467,212.6,80.7,17.9,8.8,376.4,3443.46,8222.5,40.1,0.0,10.03,200,3540.0,718.03,68.0,59.2589
MFG-LINE-PLT-002-04,PLT-002,WC-005,SHF-PLT-002-20230625-2,2023-06-25,2,476.7,PRD-2023-SKU-07307,electronics_pcb,WO-2023-54492,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.622,3.142,14.18,20.5,16.72,21.81,0.189,WC-002,19.0,99.9,WC-005,0.0,2025,1494,1491,3,1,2,216.53,255.32,0.8481,99.8439,1495,0.1,0,-26.22,11.04,476.7,414.0,0.8685,0.8481,0.998,0.735,24.33,33.1,62.7,267.6,3,reduced_speed,good,performance_loss,0.0,0,62.7,0.0,3,158.9,20.9,22.4,no,62.7,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,5.4,18,17,90.7,skilled,2.2,0.0,no,no,71.2,SUP-060,1561.0,4.46,0.99,1.08,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8439,97.7522,2516.8,1.688,475.6,139.8,,5.8,1057.1,2774.09,6098.74,22.9,22.9,11.45,150,9405.0,1915.35,58.3,28.897
MFG-LINE-PLT-003-02,PLT-003,WC-006,SHF-PLT-003-20200706-1,2020-07-06,1,435.1,PRD-2020-SKU-01736,electronics_pcb,WO-2020-06898,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,41.884,5.026,37.24,90.92,38.99,50.18,0.12,WC-001,44.37,96.3,WC-001,0.0,710,404,401,3,0,3,85.9,98.63,0.8709,99.2819,404,3.1,9,-43.1,55.3,435.1,325.4,0.7479,0.7552,0.9926,0.5606,16.94,30.22,109.7,130.9,3,equipment_failure,average,availability_loss,43.2,4,109.7,0.0,6,72.5,18.3,29.2,no,59.2,19.3,0.0,5.4,0.0,25.7,no,corrective,24.8,4.5,1,1,80.4,skilled,1.4,0.0,no,yes,41.3,SUP-020,7181.0,3.95,0.82,0.87,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,yes,99.2819,97.4362,425.9,1.062,82.6,34.1,,7.3,178.9,280.47,600.53,4.6,0.0,3.45,150,16455.0,3294.45,30.8,6.8314
MFG-LINE-PLT-002-01,PLT-002,WC-003,SHF-PLT-002-20220304-1,2022-03-04,1,461.2,PRD-2022-SKU-07025,electronics_pcb,WO-2022-56827,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.835,2.192,40.43,127.09,44.83,47.45,0.05,WC-002,45.53,94.42,WC-001,0.0,726,379,378,1,0,1,82.06,94.49,0.8685,99.9728,379,3.3,9,-47.8,6.15,461.2,387.2,0.8395,0.6216,0.9974,0.5205,16.67,32.03,74.0,230.7,1,reduced_speed,average,performance_loss,110.1,3,74.0,0.0,4,115.3,18.5,35.3,yes,30.2,35.3,0.0,0.0,8.5,0.0,no,corrective,26.7,5.8,10,8,71.3,skilled,11.8,1.3,no,no,19.8,SUP-082,272.0,4.96,1.15,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9728,99.5422,226.4,0.599,42.3,33.2,,8.5,95.1,2502.32,4400.83,8.15,0.0,2.04,150,11100.0,2222.04,52.4,26.4339
MFG-LINE-PLT-004-02,PLT-004,WC-021,SHF-PLT-004-20200719-1,2020-07-19,1,473.3,PRD-2020-SKU-07867,industrial_machinery,WO-2020-80429,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,238.39,42.553,209.34,345.2,235.2,308.6,0.178,WC-001,243.1,92.7,WC-002,222.39,125,110,109,1,0,1,15.02,16.0,0.9387,99.8118,110,2.9,10,-12.0,0.99,473.3,452.2,0.9554,0.9121,0.9909,0.8635,28.38,32.87,21.1,10.6,1,idling_minor_stops,world_class,performance_loss,12.8,1,21.1,0.0,2,236.7,10.6,10.7,no,10.7,0.0,0.0,0.0,10.4,0.0,no,corrective,6.1,7.2,16,14,63.9,multi_skilled,8.9,0.6,no,no,17.7,SUP-189,1882.0,4.4,0.97,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.8118,98.9618,219.5,2.014,43.1,22.5,,8.7,92.2,2548.01,5554.57,132.66,0.0,33.16,100,2110.0,455.16,70.6,208.2127
MFG-LINE-PLT-005-05,PLT-005,WC-046,SHF-PLT-005-20220315-1,2022-03-15,1,441.8,PRD-2022-SKU-06370,automotive_body,WO-2022-40228,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.057,2.072,59.22,91.94,67.4,72.48,0.03,WC-002,70.73,93.12,WC-003,10.04,434,378,377,1,0,1,52.06,59.02,0.8821,99.99,378,1.7,6,-12.9,4.27,441.8,435.6,0.986,0.8821,0.9974,0.8675,26.62,30.68,6.2,50.5,1,reduced_speed,world_class,performance_loss,0.0,0,6.2,0.0,1,441.8,6.2,6.2,no,0.0,0.0,0.0,6.2,0.0,0.0,no,preventive,23.7,5.7,15,12,64.7,skilled,14.8,1.0,no,no,44.8,SUP-181,65.0,5.33,1.28,1.3,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.9432,739.3,1.961,165.6,98.0,14.8,8.4,310.5,4104.58,5909.82,76.5,0.0,19.12,200,1240.0,267.12,60.9,103.2663
MFG-LINE-PLT-007-02,PLT-007,WC-043,SHF-PLT-007-20230420-1,2023-04-20,1,428.8,PRD-2023-SKU-08596,industrial_machinery,WO-2023-00119,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,245.177,29.421,230.16,350.0,246.88,293.72,0.12,WC-001,265.44,98.42,WC-002,229.64,110,72,71,1,0,1,14.59,15.54,0.9389,99.9052,72,0.5,1,-34.55,3.31,428.8,334.6,0.7803,0.8305,0.9861,0.6391,19.03,29.78,94.2,14.7,1,setup_adjustment,average,availability_loss,38.5,1,94.2,0.0,6,71.5,15.7,24.8,no,62.7,0.0,10.4,0.0,7.3,13.8,no,preventive,32.8,5.7,4,3,88.0,expert,9.2,0.0,no,no,39.1,SUP-126,948.0,4.61,1.04,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9052,99.3144,229.1,3.227,55.3,14.3,,7.8,96.2,1135.08,1461.82,63.65,0.0,15.91,100,9420.0,1899.91,54.0,101.1225
MFG-LINE-PLT-006-01,PLT-006,WC-048,SHF-PLT-006-20231119-1,2023-11-19,1,421.2,PRD-2023-SKU-08809,food_beverage,WO-2023-99491,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.495,3.419,25.23,58.91,29.29,34.14,0.12,WC-003,31.87,99.9,WC-002,0.0,1025,701,700,1,0,1,126.23,146.34,0.8626,99.859,701,0.2,0,-31.61,99.71,421.2,352.8,0.8376,0.8146,0.9986,0.6814,19.93,29.25,68.4,159.5,1,idling_minor_stops,average,performance_loss,19.6,1,68.4,0.0,5,84.2,13.7,24.1,no,24.1,11.1,11.8,0.0,21.5,0.0,no,predictive,33.4,5.5,1,1,81.7,skilled,9.8,0.0,no,yes,58.9,SUP-139,1410.0,4.49,1.0,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.859,98.4164,228.2,0.326,54.2,12.8,,8.4,95.8,135.31,317.58,3.65,0.0,0.91,80,5472.0,1095.31,40.4,4.3022
MFG-LINE-PLT-003-05,PLT-003,WC-045,SHF-PLT-003-20210311-1,2021-03-11,1,439.8,PRD-2021-SKU-09304,electronics_pcb,WO-2021-63533,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,50.867,6.104,43.87,128.77,52.14,60.94,0.12,WC-002,54.11,96.71,WC-003,0.0,674,470,469,1,0,1,70.73,92.07,0.7682,99.861,470,0.7,2,-30.27,63.98,439.8,421.5,0.9584,0.7266,0.9979,0.6949,21.23,30.54,18.3,176.9,1,reduced_speed,average,performance_loss,22.8,1,18.3,0.0,2,219.9,9.2,9.2,no,9.2,0.0,9.1,0.0,0.0,0.0,no,preventive,2.5,6.2,1,1,63.7,semi_skilled,3.5,0.8,no,no,42.3,SUP-156,1390.0,4.49,1.0,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.861,97.3783,521.1,1.111,114.3,29.2,,7.2,218.9,261.81,245.14,18.62,0.0,4.66,150,2745.0,553.66,39.4,19.7406
MFG-LINE-PLT-007-01,PLT-007,WC-023,SHF-PLT-007-20200130-1,2020-01-30,1,476.7,PRD-2020-SKU-09732,industrial_machinery,WO-2020-41171,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,180.447,5.413,169.06,464.13,181.6,189.38,0.03,WC-002,185.91,93.66,WC-008,159.29,168,153,152,1,0,1,19.87,21.16,0.939,99.9764,153,0.2,0,-8.93,0.96,476.7,462.0,0.9692,0.9389,0.9935,0.904,29.92,33.1,14.7,10.0,1,reduced_speed,world_class,performance_loss,0.0,0,14.7,0.0,2,238.3,7.4,9.6,no,9.6,0.0,0.0,5.1,0.0,0.0,no,corrective,27.1,6.2,22,20,90.1,expert,5.9,0.0,no,no,67.2,SUP-013,236.0,5.0,1.17,1.24,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9764,97.9792,557.4,3.667,117.6,82.7,,7.6,234.1,4001.91,4748.84,45.32,0.0,11.33,100,1470.0,305.33,30.3,103.1889
MFG-LINE-PLT-005-06,PLT-005,WC-024,SHF-PLT-005-20200816-1,2020-08-16,1,437.6,PRD-2020-SKU-04358,automotive_body,WO-2020-67124,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,80.175,4.009,73.93,151.29,77.87,86.79,0.05,WC-005,83.77,94.98,WC-006,32.17,350,226,225,1,0,1,44.72,48.0,0.9317,99.9892,226,1.3,3,-35.43,3.09,437.6,303.3,0.6931,0.9316,0.9956,0.6428,19.53,30.39,134.3,16.6,1,setup_adjustment,average,availability_loss,0.0,0,134.3,0.0,4,109.4,33.6,52.6,yes,70.2,50.5,13.6,0.0,0.0,0.0,no,predictive,32.1,5.3,11,10,60.5,multi_skilled,3.9,1.8,no,no,65.3,SUP-150,108.0,5.2,1.23,1.4,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9892,97.9347,583.2,2.592,147.9,49.7,11.7,7.9,244.9,1566.85,3172.39,42.86,0.0,10.71,200,26860.0,5382.71,71.4,64.1138
MFG-LINE-PLT-005-06,PLT-005,WC-003,SHF-PLT-005-20210712-1,2021-07-12,1,437.6,PRD-2021-SKU-05319,automotive_body,WO-2021-36044,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,84.038,4.202,74.19,191.5,84.09,90.97,0.05,WC-005,88.15,95.35,WC-008,36.04,350,199,198,1,0,1,42.79,48.0,0.8915,99.9852,199,0.1,0,-43.14,27.15,437.6,379.1,0.8663,0.6562,0.995,0.5656,17.19,30.39,58.5,104.3,1,idling_minor_stops,average,performance_loss,100.0,3,58.5,0.0,5,87.5,11.7,13.1,no,13.0,10.0,13.1,10.5,0.0,11.9,no,corrective,32.1,6.8,1,1,94.8,skilled,5.1,0.0,no,yes,86.7,SUP-082,148.0,5.12,1.21,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9852,98.2597,356.0,1.798,65.5,33.9,7.1,8.6,149.5,285.16,248.34,19.36,0.0,4.84,200,11700.0,2344.84,39.8,22.1522
MFG-LINE-PLT-006-01,PLT-006,WC-042,SHF-PLT-006-20210703-1,2021-07-03,1,478.8,PRD-2021-SKU-06832,food_beverage,WO-2021-91886,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.591,3.431,26.06,36.02,28.39,34.25,0.12,WC-003,30.95,98.4,WC-010,0.0,1166,744,742,2,1,1,125.76,146.34,0.8594,99.8498,745,1.4,5,-36.19,4.23,478.8,385.1,0.8043,0.792,0.9973,0.6353,21.13,33.25,93.7,195.4,2,reduced_speed,average,performance_loss,30.2,1,93.7,0.0,4,119.7,23.4,39.3,yes,39.3,0.0,0.0,4.1,0.0,50.2,no,preventive,33.4,4.5,23,22,69.7,skilled,1.7,0.5,no,no,85.3,SUP-034,1502.0,4.47,0.99,1.0,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8498,98.9728,356.9,0.481,82.4,46.8,,7.6,149.9,4370.31,6271.16,5.34,5.34,1.33,80,7496.0,1505.87,67.0,19.696
MFG-LINE-PLT-010-02,PLT-010,WC-047,SHF-PLT-010-20221228-2,2022-12-28,2,442.7,PRD-2022-SKU-04085,industrial_machinery,WO-2022-60428,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,412.636,88.098,355.91,663.11,423.7,558.0,0.213,WC-004,447.59,98.61,WC-002,400.26,90,48,47,1,0,1,8.56,12.38,0.6914,99.2361,48,0.2,0,-46.67,0.49,442.7,336.3,0.7597,0.6919,0.9792,0.5147,15.82,30.75,106.4,21.4,1,idling_minor_stops,average,performance_loss,0.0,0,106.4,0.0,7,63.2,15.2,29.1,no,68.7,0.0,0.0,25.0,0.0,12.8,no,corrective,32.7,3.3,15,13,85.0,semi_skilled,10.6,0.0,no,no,20.9,SUP-190,7639.0,3.93,0.81,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.2361,97.3693,66.6,1.416,16.7,4.3,,9.1,28.0,3658.31,4944.81,42.17,0.0,10.54,100,10640.0,2138.54,74.4,226.1123
MFG-LINE-PLT-002-02,PLT-002,WC-047,SHF-PLT-002-20210609-3,2021-06-09,3,426.5,PRD-2021-SKU-01066,electronics_pcb,WO-2021-68151,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.155,0.485,14.54,33.81,15.98,16.96,0.03,WC-008,16.53,93.03,WC-001,0.0,1998,951,950,1,0,1,222.81,281.25,0.7922,99.9717,951,0.8,2,-52.4,66.83,426.5,356.8,0.8366,0.5687,0.9989,0.4752,14.07,29.62,69.7,721.3,1,reduced_speed,poor,performance_loss,100.7,3,69.7,0.0,3,142.2,23.2,32.9,yes,32.9,25.4,11.5,0.0,0.0,0.0,no,emergency,2.0,6.4,3,2,65.9,skilled,0.1,0.0,no,no,52.9,SUP-170,283.0,4.95,1.15,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9717,99.2213,552.9,0.582,137.3,67.4,,8.5,232.2,342.15,394.31,12.12,0.0,3.03,150,10455.0,2094.03,33.3,12.908
MFG-LINE-PLT-002-01,PLT-002,WC-009,SHF-PLT-002-20231210-2,2023-12-10,2,437.2,PRD-2023-SKU-01726,electronics_pcb,WO-2023-66943,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,46.128,2.306,39.36,121.56,46.18,49.93,0.05,WC-001,47.08,92.78,WC-002,0.0,688,402,401,1,0,1,77.89,94.49,0.8243,99.96,402,0.7,1,-41.57,3.24,437.2,352.9,0.8072,0.7234,0.9975,0.5825,17.68,30.36,84.3,153.7,1,reduced_speed,average,performance_loss,43.2,1,84.3,0.0,3,145.7,28.1,49.5,yes,80.1,0.0,0.0,0.0,4.2,0.0,no,preventive,26.7,4.5,19,17,91.3,skilled,8.2,0.0,no,yes,38.3,SUP-113,400.0,4.85,1.12,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.96,97.8642,357.3,0.891,88.7,19.1,,7.8,150.1,4347.9,4186.83,3.4,0.0,0.85,150,12645.0,2529.85,59.9,24.6921
MFG-LINE-PLT-005-02,PLT-005,WC-031,SHF-PLT-005-20231030-2,2023-10-30,2,424.1,PRD-2023-SKU-05101,automotive_body,WO-2023-62434,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.688,4.455,48.86,81.17,55.76,63.04,0.08,WC-005,59.05,96.39,WC-003,0.0,535,419,418,1,0,1,64.61,75.79,0.8525,99.9847,419,2.1,7,-21.68,4.22,424.1,424.1,1.0,0.7821,0.9976,0.7802,22.98,29.45,0.0,116.7,1,reduced_speed,good,performance_loss,35.0,1,0.0,0.0,0,424.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,8.3,15,14,69.1,skilled,5.5,0.0,no,no,49.3,SUP-122,153.0,5.11,1.2,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9847,99.8994,1119.0,2.677,307.0,160.0,22.4,7.9,470.0,6165.5,9685.67,105.94,0.0,26.48,200,0.0,26.48,34.7,144.1149
MFG-LINE-PLT-003-01,PLT-003,WC-003,SHF-PLT-003-20220831-1,2022-08-31,1,469.2,PRD-2022-SKU-02419,electronics_pcb,WO-2022-50134,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.62,1.281,24.32,66.45,25.37,27.73,0.05,WC-002,26.62,94.46,WC-003,0.0,1372,839,838,1,0,1,140.37,175.61,0.7993,99.9379,839,1.2,4,-38.85,4.66,469.2,401.0,0.8547,0.7148,0.9988,0.6102,19.88,32.58,68.2,334.7,1,reduced_speed,average,performance_loss,42.4,1,68.2,0.0,5,93.8,13.6,23.3,no,0.0,8.1,0.0,11.9,24.8,23.3,no,preventive,24.0,6.4,24,23,72.9,semi_skilled,2.4,0.0,no,no,23.6,SUP-181,621.0,4.73,1.08,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9379,96.9732,574.0,0.685,130.0,66.1,,8.3,241.1,10840.87,14850.98,9.82,0.0,2.46,150,10230.0,2048.46,46.4,40.4903
MFG-LINE-PLT-010-04,PLT-010,WC-007,SHF-PLT-010-20220922-3,2022-09-22,3,459.7,PRD-2022-SKU-03234,industrial_machinery,WO-2022-41750,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,328.289,39.395,308.46,828.36,336.1,393.29,0.12,WC-006,353.08,97.78,WC-008,314.67,104,73,72,1,0,1,10.86,13.62,0.7974,99.6954,73,7.0,27,-29.81,9.4,459.7,403.4,0.8775,0.7972,0.9863,0.6899,22.02,31.92,56.3,18.6,1,reduced_speed,average,performance_loss,0.0,0,56.3,0.0,2,229.8,28.2,53.6,yes,53.6,0.0,0.0,0.0,2.7,0.0,no,corrective,14.7,6.5,1,1,83.9,skilled,11.2,0.0,no,no,13.0,SUP-080,3046.0,4.24,0.91,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6954,98.5648,210.0,2.916,35.9,19.0,,8.1,88.2,180.3,320.82,43.81,0.0,10.95,100,5630.0,1136.95,71.7,51.3785
MFG-LINE-PLT-010-03,PLT-010,WC-033,SHF-PLT-010-20210828-3,2021-08-28,3,427.8,PRD-2021-SKU-09550,industrial_machinery,WO-2021-28640,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.546,5.945,44.86,84.45,50.34,59.36,0.12,WC-002,54.0,99.07,WC-001,0.0,733,293,291,2,1,1,72.45,103.45,0.7003,99.5044,294,1.6,4,-60.03,2.55,427.8,308.5,0.7211,0.5509,0.9932,0.3945,11.72,29.71,119.3,238.9,2,reduced_speed,poor,performance_loss,65.8,2,119.3,0.0,8,53.5,14.9,27.4,no,40.6,54.6,0.0,9.3,14.9,0.0,no,corrective,29.1,5.4,20,16,78.2,semi_skilled,15.9,0.0,no,no,81.4,SUP-120,4956.0,4.08,0.86,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5044,98.2582,1137.8,3.91,314.7,111.0,,7.4,477.9,2969.0,4704.78,56.52,56.52,14.13,100,11930.0,2456.65,29.5,83.2788
MFG-LINE-PLT-007-01,PLT-007,WC-019,SHF-PLT-007-20230406-2,2023-04-06,2,449.6,PRD-2023-SKU-06698,industrial_machinery,WO-2023-88036,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,202.093,6.063,182.55,384.76,199.56,212.1,0.03,WC-007,211.66,95.21,WC-010,180.93,158,114,113,1,0,1,17.78,21.16,0.8403,99.9375,114,1.9,6,-27.85,1.51,449.6,394.8,0.8781,0.8186,0.9912,0.7125,22.25,31.22,54.8,25.3,1,idling_minor_stops,good,performance_loss,10.1,1,54.8,0.0,2,224.8,27.4,32.0,yes,0.0,0.0,22.8,0.0,0.0,32.0,no,preventive,27.1,5.1,11,10,78.0,skilled,4.9,0.0,no,no,41.9,SUP-094,625.0,4.73,1.08,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9375,97.8519,418.8,3.706,111.3,42.6,,7.5,175.9,3403.74,5549.4,105.49,0.0,26.37,100,5480.0,1122.37,27.1,185.6549
MFG-LINE-PLT-008-01,PLT-008,WC-047,SHF-PLT-008-20200516-3,2020-05-16,3,462.9,PRD-2020-SKU-07803,medical_devices,WO-2020-73825,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,136.93,16.432,123.44,276.71,130.71,164.04,0.12,WC-002,140.64,93.38,WC-001,105.32,243,156,155,1,0,1,26.28,31.61,0.8314,99.9783,156,1.6,3,-35.8,1.44,462.9,395.3,0.854,0.7492,0.9936,0.6357,20.43,32.14,67.6,52.2,1,idling_minor_stops,average,performance_loss,39.0,1,67.6,0.0,3,154.3,22.5,28.9,no,49.2,0.0,18.4,0.0,0.0,0.0,no,preventive,7.3,7.8,17,14,81.5,skilled,15.9,0.6,no,no,23.9,SUP-143,217.0,5.02,1.17,1.33,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9783,98.8136,233.1,1.504,57.7,19.4,,7.5,97.9,3859.85,3254.29,11.22,0.0,2.81,250,16900.0,3382.81,59.7,57.1901
MFG-LINE-PLT-005-06,PLT-005,WC-045,SHF-PLT-005-20210906-2,2021-09-06,2,431.6,PRD-2021-SKU-08773,automotive_body,WO-2021-21735,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,85.469,4.273,74.22,177.28,85.45,92.52,0.05,WC-006,89.05,94.72,WC-003,37.47,345,159,158,1,0,1,42.12,48.0,0.8775,99.9847,159,0.4,0,-53.91,2.0,431.6,226.5,0.5248,0.8775,0.9937,0.4576,13.72,29.97,205.1,22.2,1,setup_adjustment,poor,availability_loss,0.0,0,205.1,0.0,9,48.0,22.8,70.3,yes,180.0,0.0,10.5,0.0,14.5,0.0,no,corrective,32.1,4.3,13,11,92.5,expert,11.4,0.0,no,no,15.4,SUP-074,153.0,5.11,1.2,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9847,98.3915,315.1,1.994,75.5,23.7,6.3,8.4,132.3,1801.44,3856.84,55.15,0.0,13.79,200,41020.0,8217.79,35.0,91.3109
MFG-LINE-PLT-005-01,PLT-005,WC-021,SHF-PLT-005-20200505-2,2020-05-05,2,450.9,PRD-2020-SKU-03740,automotive_body,WO-2020-04990,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,46.47,5.576,42.16,116.95,48.54,55.67,0.12,WC-002,50.56,98.92,WC-001,0.0,785,352,351,1,0,1,77.34,104.65,0.739,99.8996,352,0.3,0,-55.16,2.22,450.9,296.6,0.6578,0.6803,0.9972,0.4463,13.98,31.31,154.3,165.4,1,setup_adjustment,poor,availability_loss,23.6,1,154.3,0.0,8,56.4,19.3,44.3,yes,28.2,77.5,13.0,35.6,0.0,0.0,no,emergency,20.8,6.4,23,21,85.0,semi_skilled,6.0,0.0,no,no,55.5,SUP-025,1004.0,4.59,1.03,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.8996,98.5627,939.3,2.676,175.8,115.6,18.8,7.9,394.5,3216.46,4645.94,43.89,0.0,10.97,200,30860.0,6182.97,44.9,66.415
MFG-LINE-PLT-004-01,PLT-004,WC-045,SHF-PLT-004-20210201-1,2021-02-01,1,479.5,PRD-2021-SKU-02765,industrial_machinery,WO-2021-73908,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,265.216,13.261,245.81,728.35,267.84,287.1,0.05,WC-001,279.8,95.91,WC-003,248.03,137,80,79,1,0,1,13.46,17.19,0.783,99.8112,80,6.4,15,-41.61,0.76,479.5,372.8,0.7775,0.7489,0.9875,0.575,19.15,33.3,106.7,26.8,1,idling_minor_stops,average,performance_loss,16.3,1,106.7,0.0,4,119.9,26.7,58.9,yes,91.2,4.4,0.0,11.1,0.0,0.0,no,emergency,28.6,5.7,15,13,72.7,semi_skilled,11.4,0.0,no,no,69.9,SUP-086,1888.0,4.4,0.97,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8112,97.639,206.5,2.614,46.4,20.1,,8.3,86.7,5247.48,4431.96,98.17,0.0,24.54,100,10670.0,2158.54,46.2,221.9372
MFG-LINE-PLT-010-03,PLT-010,WC-002,SHF-PLT-010-20230305-3,2023-03-05,3,443.6,PRD-2023-SKU-04085,industrial_machinery,WO-2023-18174,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.208,5.305,38.2,69.4,44.2,52.96,0.12,WC-010,47.91,98.52,WC-003,0.0,763,510,508,2,0,2,81.39,103.45,0.7868,99.7574,510,1.8,3,-33.16,4.04,443.6,420.3,0.9475,0.7037,0.9961,0.6641,20.46,30.81,23.3,214.7,2,reduced_speed,average,performance_loss,44.4,1,23.3,0.0,2,221.8,11.6,12.8,no,10.5,0.0,12.8,0.0,0.0,0.0,no,predictive,29.1,5.1,21,17,74.8,skilled,18.7,1.2,no,no,31.3,SUP-165,2426.0,4.32,0.94,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7574,96.9055,1853.2,3.648,441.9,263.4,,7.6,778.3,3426.74,8057.37,72.64,0.0,36.32,100,2330.0,502.32,30.3,95.5325
MFG-LINE-PLT-008-02,PLT-008,WC-043,SHF-PLT-008-20210220-3,2021-02-20,3,458.1,PRD-2021-SKU-06595,medical_devices,WO-2021-98201,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,54.873,4.39,49.53,134.67,55.4,62.12,0.08,WC-003,56.54,93.68,WC-006,0.0,710,426,425,1,0,1,65.51,93.02,0.7043,99.9688,426,3.9,12,-40.0,13.92,458.1,425.5,0.9288,0.6457,0.9977,0.5984,19.04,31.81,32.6,233.7,1,reduced_speed,average,performance_loss,35.3,4,32.6,0.0,2,229.1,16.3,21.7,no,21.7,0.0,10.9,0.0,0.0,0.0,no,corrective,8.4,6.1,5,4,91.5,semi_skilled,5.4,0.0,no,no,12.5,SUP-088,312.0,4.92,1.14,1.18,contamination,functional_failure,automated_vision,yes,no,no,no,99.9688,97.1622,514.7,1.211,89.2,63.1,,8.0,216.2,657.85,611.3,28.9,0.0,7.22,250,8150.0,1637.22,66.5,31.9542
MFG-LINE-PLT-003-03,PLT-003,WC-005,SHF-PLT-003-20210214-3,2021-02-14,3,449.0,PRD-2021-SKU-09173,electronics_pcb,WO-2021-60668,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.988,0.599,11.39,15.44,12.13,12.98,0.05,WC-001,12.3,93.26,WC-003,0.0,2805,1864,1863,1,0,1,300.14,375.0,0.8004,99.9606,1864,0.7,2,-33.55,248.94,449.0,372.6,0.8299,0.8004,0.9995,0.6638,20.7,31.18,76.4,464.9,1,reduced_speed,average,performance_loss,0.0,0,76.4,0.0,6,74.8,12.7,18.2,no,0.0,17.6,51.2,7.6,0.0,0.0,no,emergency,16.8,6.0,2,1,87.0,skilled,20.2,0.0,no,no,46.1,SUP-136,394.0,4.86,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9606,98.8178,1043.3,0.56,217.1,90.5,,8.6,438.2,485.66,823.9,8.41,0.0,2.1,150,11460.0,2294.1,45.1,9.1174
MFG-LINE-PLT-004-04,PLT-004,WC-022,SHF-PLT-004-20220630-2,2022-06-30,2,444.6,PRD-2022-SKU-09151,industrial_machinery,WO-2022-95458,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,384.332,82.055,352.27,1046.24,344.09,519.72,0.213,WC-002,456.87,99.9,WC-001,371.9,91,67,66,1,0,1,9.36,12.43,0.753,99.5887,67,1.4,3,-26.37,0.45,444.6,429.5,0.966,0.7531,0.9851,0.7167,22.13,30.88,15.1,22.0,1,idling_minor_stops,good,performance_loss,0.0,0,15.1,0.0,1,444.6,15.1,15.1,no,0.0,15.1,0.0,0.0,0.0,0.0,no,preventive,24.6,6.2,21,20,72.4,semi_skilled,4.7,0.0,no,yes,86.7,SUP-003,4113.0,4.14,0.88,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.5887,97.9672,156.4,2.369,36.4,20.3,,8.4,65.7,6584.36,10596.73,158.36,0.0,39.59,100,1510.0,341.59,67.4,421.0789
MFG-LINE-PLT-003-05,PLT-003,WC-046,SHF-PLT-003-20210806-1,2021-08-06,1,462.9,PRD-2021-SKU-05219,electronics_pcb,WO-2021-61783,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,41.065,4.928,37.28,111.02,43.37,49.2,0.12,WC-005,44.62,98.78,WC-002,0.0,709,616,615,1,0,1,87.53,92.07,0.9507,99.9445,616,0.0,0,-13.12,3.62,462.9,422.2,0.9121,0.9507,0.9984,0.8657,27.83,32.15,40.7,31.9,1,setup_adjustment,world_class,availability_loss,0.0,0,40.7,0.0,3,154.3,13.6,20.3,no,20.3,0.0,0.0,9.4,11.0,0.0,no,preventive,2.5,7.2,24,22,89.8,multi_skilled,7.3,0.0,yes,no,52.1,SUP-110,555.0,4.76,1.09,1.21,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9445,99.204,746.6,1.214,178.0,63.9,,7.0,313.6,8819.17,13503.95,8.41,0.0,2.1,150,6105.0,1223.1,41.1,44.7214
MFG-LINE-PLT-003-02,PLT-003,WC-024,SHF-PLT-003-20200618-2,2020-06-18,2,452.9,PRD-2020-SKU-05406,electronics_pcb,WO-2020-69396,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.459,5.215,38.59,93.42,44.64,52.06,0.12,WC-001,37.34,78.11,WC-001,0.0,743,416,415,1,0,1,82.7,98.63,0.8385,99.8808,416,1.1,4,-44.01,3.67,452.9,338.1,0.7465,0.7485,0.9976,0.5574,17.53,31.45,114.8,139.8,1,setup_adjustment,average,availability_loss,36.3,2,114.8,0.0,7,64.7,16.4,40.0,yes,70.6,3.6,31.8,0.0,8.9,0.0,no,corrective,24.8,5.6,16,15,94.6,skilled,3.3,0.0,no,no,80.9,SUP-084,1192.0,4.54,1.01,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8808,99.5697,300.0,0.723,59.2,39.7,,8.2,126.0,4025.15,7850.9,5.81,0.0,1.45,150,17220.0,3445.45,52.8,34.441
MFG-LINE-PLT-001-01,PLT-001,WC-004,SHF-PLT-001-20200408-1,2020-04-08,1,433.7,PRD-2020-SKU-04958,pharmaceutical,WO-2020-74941,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.323,0.7,21.17,45.75,23.22,24.48,0.03,WC-008,24.07,93.8,WC-005,0.0,1275,1032,1031,1,0,1,154.31,176.47,0.8744,99.99,1032,0.5,1,-19.06,12.97,433.7,401.3,0.9253,0.8744,0.999,0.8083,24.34,30.12,32.4,148.2,1,idling_minor_stops,good,performance_loss,0.0,0,32.4,0.0,1,433.7,32.4,32.4,yes,32.4,0.0,0.0,0.0,0.0,0.0,no,emergency,26.8,5.5,13,11,89.0,skilled,7.9,0.0,no,no,62.3,SUP-128,41.0,5.44,1.31,1.43,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.1081,1294.9,1.256,267.1,173.6,,8.3,543.9,4587.25,9798.8,23.16,0.0,5.79,300,9720.0,1949.79,66.9,37.136
MFG-LINE-PLT-009-02,PLT-009,WC-039,SHF-PLT-009-20240321-3,2024-03-21,3,436.3,PRD-2024-SKU-07636,automotive_body,WO-2024-33533,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.43,2.071,39.08,115.37,40.38,44.85,0.05,WC-003,42.14,92.47,WC-001,0.0,793,499,498,1,0,1,86.88,109.09,0.7964,99.9822,499,0.4,1,-37.07,3.6,436.3,373.2,0.8554,0.7354,0.998,0.6278,19.02,30.3,63.1,179.5,1,reduced_speed,average,performance_loss,28.6,3,63.1,0.0,4,109.1,15.8,22.9,no,22.9,0.0,12.4,5.5,0.0,22.4,no,preventive,14.2,5.3,20,19,87.0,skilled,3.2,0.0,no,no,63.9,SUP-138,178.0,5.07,1.19,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9822,99.1637,953.7,1.915,220.2,102.4,19.1,8.5,400.6,4936.13,4188.32,41.69,0.0,10.42,200,12620.0,2534.42,73.3,60.0959
MFG-LINE-PLT-003-01,PLT-003,WC-002,SHF-PLT-003-20230926-2,2023-09-26,2,422.9,PRD-2023-SKU-07869,electronics_pcb,WO-2023-57732,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.945,1.197,21.36,43.5,23.82,25.92,0.05,WC-007,24.82,94.21,WC-005,0.0,1237,795,794,1,0,1,150.22,175.61,0.8554,99.9606,795,0.1,0,-35.73,37.55,422.9,317.5,0.7508,0.8554,0.9987,0.6414,18.84,29.37,105.4,134.4,1,equipment_failure,average,availability_loss,0.0,0,105.4,0.0,3,141.0,35.1,57.1,yes,88.3,0.0,0.0,0.0,17.1,0.0,no,corrective,24.0,6.1,4,3,75.5,skilled,14.5,0.0,no,no,43.5,SUP-139,394.0,4.86,1.12,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9606,99.2759,724.1,0.912,144.3,57.9,,7.7,304.1,995.07,1994.12,4.27,0.0,1.07,150,15810.0,3163.07,51.0,8.0401
MFG-LINE-PLT-006-02,PLT-006,WC-034,SHF-PLT-006-20230127-3,2023-01-27,3,447.1,PRD-2023-SKU-06839,food_beverage,WO-2023-66778,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.197,0.984,7.42,17.46,8.06,9.82,0.12,WC-017,9.28,99.9,WC-010,0.0,4056,2906,2900,6,1,5,439.11,545.45,0.805,99.8137,2907,7.1,16,-28.35,43.24,447.1,422.7,0.9454,0.7563,0.9979,0.7135,22.15,31.05,24.4,936.4,6,reduced_speed,good,performance_loss,25.6,1,24.4,0.0,1,447.1,24.4,24.4,no,0.0,24.4,0.0,0.0,0.0,0.0,no,preventive,15.5,7.3,12,9,91.1,skilled,22.4,0.0,no,no,78.2,SUP-009,1863.0,4.4,0.97,1.03,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8137,98.7016,933.8,0.322,173.3,109.2,,8.4,392.2,1302.45,2009.28,9.82,9.82,12.28,80,1952.0,412.5,64.2,10.9823
MFG-LINE-PLT-008-02,PLT-008,WC-024,SHF-PLT-008-20230923-1,2023-09-23,1,432.3,PRD-2023-SKU-09873,medical_devices,WO-2023-38332,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.14,3.451,39.72,98.11,44.73,48.83,0.08,WC-002,45.69,96.29,WC-001,0.0,670,575,574,1,0,1,83.41,93.02,0.8967,99.99,575,1.8,6,-14.18,4.43,432.3,424.3,0.9815,0.8741,0.9983,0.8565,25.71,30.02,8.0,82.8,1,reduced_speed,world_class,performance_loss,10.7,1,8.0,0.0,1,432.3,8.0,8.0,no,8.0,0.0,0.0,0.0,0.0,0.0,no,preventive,8.4,7.7,21,18,70.4,skilled,13.4,0.1,no,no,38.9,SUP-138,73.0,5.3,1.27,1.33,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,98.7067,528.7,0.921,95.8,36.0,,8.5,222.1,7024.68,16010.3,43.99,0.0,11.0,250,2000.0,411.0,32.4,84.1973
MFG-LINE-PLT-006-02,PLT-006,WC-039,SHF-PLT-006-20210118-1,2021-01-18,1,451.6,PRD-2021-SKU-08210,food_beverage,WO-2021-07478,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.617,1.034,7.34,19.48,8.51,10.32,0.12,WC-009,10.1,99.9,WC-013,0.0,4095,2159,2153,6,2,4,417.6,545.45,0.7656,99.7681,2161,0.6,2,-47.28,286.05,451.6,350.8,0.7768,0.677,0.9972,0.5244,16.45,31.36,100.8,1030.1,6,reduced_speed,average,performance_loss,40.6,1,100.8,0.0,6,75.3,16.8,37.5,yes,58.8,12.4,25.4,0.0,4.2,0.0,no,emergency,15.5,5.7,1,1,60.8,semi_skilled,14.7,0.0,no,no,12.7,SUP-013,2319.0,4.33,0.94,1.04,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7681,97.4533,1173.4,0.545,280.8,89.6,,7.3,492.8,362.43,320.77,12.5,25.0,12.5,80,8064.0,1650.3,29.8,12.8522
MFG-LINE-PLT-001-01,PLT-001,WC-042,SHF-PLT-001-20201205-2,2020-12-05,2,445.0,PRD-2020-SKU-06271,pharmaceutical,WO-2020-85619,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.137,0.694,21.76,46.68,23.21,24.28,0.03,WC-007,23.38,91.85,WC-009,0.0,1308,1011,1010,1,0,1,155.53,176.47,0.8813,99.99,1011,2.2,5,-22.71,13.62,445.0,432.8,0.9726,0.7943,0.999,0.7717,23.85,30.9,12.2,261.8,1,reduced_speed,good,performance_loss,42.8,1,12.2,0.0,2,222.5,6.1,7.6,no,0.0,7.6,0.0,4.6,0.0,0.0,no,preventive,26.8,5.8,12,10,93.7,multi_skilled,13.2,0.0,no,no,15.7,SUP-095,54.0,5.37,1.29,1.43,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.3613,836.3,0.828,205.2,101.5,,8.9,351.2,4662.0,4893.53,17.18,0.0,4.29,300,3660.0,736.29,41.0,26.6579
MFG-LINE-PLT-010-01,PLT-010,WC-040,SHF-PLT-010-20240630-1,2024-06-30,1,441.6,PRD-2024-SKU-07088,industrial_machinery,WO-2024-65676,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,314.905,25.192,279.99,587.06,307.91,356.47,0.08,WC-001,327.1,94.43,WC-003,302.03,94,79,78,1,0,1,11.33,12.87,0.8803,99.8614,79,0.5,1,-15.96,0.76,441.6,418.5,0.9477,0.8799,0.9873,0.8234,25.25,30.67,23.1,10.8,1,reduced_speed,good,performance_loss,0.0,0,23.1,0.0,3,147.2,7.7,12.8,no,0.0,0.0,18.3,4.8,0.0,0.0,no,corrective,19.7,7.0,15,14,66.4,skilled,3.9,0.0,no,no,74.5,SUP-100,1386.0,4.49,1.0,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8614,96.9329,312.9,4.012,56.8,16.2,,7.3,131.4,3256.96,3183.44,42.85,0.0,10.71,100,2310.0,472.71,30.7,125.9686
MFG-LINE-PLT-003-03,PLT-003,WC-031,SHF-PLT-003-20230828-1,2023-08-28,1,446.3,PRD-2023-SKU-05123,electronics_pcb,WO-2023-59715,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.822,0.541,9.44,15.57,10.75,11.71,0.05,WC-001,10.97,92.13,WC-003,0.0,2788,1797,1796,1,0,1,332.63,375.0,0.887,99.9631,1797,0.6,1,-35.55,120.71,446.3,324.1,0.7262,0.887,0.9994,0.6438,19.96,31.0,122.2,228.9,1,equipment_failure,average,availability_loss,0.0,0,122.2,0.0,9,49.6,13.6,21.0,no,37.1,0.0,40.1,28.8,16.3,0.0,no,preventive,16.8,5.5,3,2,64.9,skilled,4.3,0.0,no,no,31.2,SUP-054,369.0,4.88,1.13,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9631,98.8341,2471.3,1.376,549.1,269.7,,6.6,1037.9,878.94,824.65,17.0,0.0,4.25,150,18330.0,3670.25,50.5,17.958
MFG-LINE-PLT-004-06,PLT-004,WC-034,SHF-PLT-004-20200510-1,2020-05-10,1,423.3,PRD-2020-SKU-01712,industrial_machinery,WO-2020-77678,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,132.672,15.921,120.68,186.21,139.94,158.94,0.12,WC-002,132.48,90.77,WC-003,100.7,225,191,190,1,0,1,27.07,31.97,0.8467,99.9222,191,0.3,0,-15.11,26.93,381.2,381.2,1.0,0.9403,0.9948,0.9353,24.76,26.47,0.0,12.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,42.1,0,423.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,6.6,4.7,2,1,71.1,skilled,8.4,0.0,no,no,76.6,SUP-188,778.0,4.66,1.05,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9222,99.1004,978.5,5.15,265.2,142.9,,6.6,411.0,240.53,280.83,28.44,0.0,7.11,100,0.0,7.11,68.2,31.3337
MFG-LINE-PLT-004-06,PLT-004,WC-022,SHF-PLT-004-20210513-2,2021-05-13,2,423.3,PRD-2021-SKU-05625,industrial_machinery,WO-2021-57426,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,136.687,16.402,122.84,193.93,137.7,163.75,0.12,WC-003,139.51,92.79,WC-002,104.72,225,145,144,1,0,1,26.27,31.97,0.8217,99.796,145,0.3,0,-35.56,3.4,423.3,362.7,0.8568,0.7502,0.9931,0.6384,18.77,29.4,60.6,48.3,1,idling_minor_stops,average,performance_loss,31.5,1,60.6,0.0,3,141.1,20.2,46.7,yes,0.0,7.3,0.0,6.5,0.0,46.7,no,preventive,6.6,5.5,7,6,68.1,skilled,7.0,0.0,no,yes,41.2,SUP-178,2040.0,4.37,0.96,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.796,97.6612,384.3,2.669,105.3,28.7,,8.2,161.4,1018.54,1580.91,112.67,0.0,28.17,100,6060.0,1240.17,50.7,131.5042
MFG-LINE-PLT-005-01,PLT-005,WC-004,SHF-PLT-005-20211105-2,2021-11-05,2,466.4,PRD-2021-SKU-02133,automotive_body,WO-2021-28372,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.776,4.893,35.42,49.1,39.02,48.85,0.12,WC-004,46.14,99.9,WC-002,0.0,813,565,564,1,0,1,88.24,104.65,0.8432,99.9792,565,4.5,11,-30.5,3.82,466.4,427.8,0.9172,0.7573,0.9982,0.6934,22.46,32.39,38.6,181.1,1,idling_minor_stops,average,performance_loss,43.6,1,38.6,0.0,2,233.2,19.3,26.7,no,26.7,0.0,0.0,11.9,0.0,0.0,no,preventive,20.8,6.2,21,19,91.3,skilled,8.2,0.0,no,no,18.9,SUP-003,208.0,5.03,1.18,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9792,99.302,1236.9,2.193,286.5,172.6,24.7,8.2,519.5,6654.31,12444.45,31.4,0.0,7.85,200,7720.0,1551.85,51.6,65.3187
MFG-LINE-PLT-003-02,PLT-003,WC-019,SHF-PLT-003-20240304-1,2024-03-04,1,456.6,PRD-2024-SKU-01326,electronics_pcb,WO-2024-24242,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.748,5.49,42.41,63.87,46.67,54.81,0.12,WC-001,41.36,82.19,WC-001,0.0,749,474,473,1,0,1,78.55,98.63,0.7964,99.8004,474,1.0,3,-36.72,7.77,456.6,392.0,0.8585,0.7356,0.9979,0.6302,19.98,31.71,64.6,170.4,1,reduced_speed,average,performance_loss,29.9,1,64.6,0.0,3,152.2,21.5,29.6,no,54.8,0.0,9.8,0.0,0.0,0.0,no,preventive,24.8,6.7,9,8,74.4,semi_skilled,3.0,0.0,no,no,58.5,SUP-162,1996.0,4.38,0.96,1.09,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.8004,98.34,121.1,0.256,30.3,16.4,,9.4,50.9,2086.34,2404.28,11.04,0.0,2.76,150,9690.0,1940.76,36.4,20.5573
MFG-LINE-PLT-005-06,PLT-005,WC-011,SHF-PLT-005-20240710-1,2024-07-10,1,471.0,PRD-2024-SKU-02645,automotive_body,WO-2024-97925,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,78.545,3.927,67.42,155.35,78.29,85.02,0.05,WC-001,79.58,92.11,WC-002,30.55,376,224,223,1,0,1,45.79,48.0,0.954,99.99,224,0.7,1,-40.43,1.42,471.0,372.6,0.7911,0.7514,0.9955,0.5918,19.36,32.71,98.4,74.1,1,reduced_speed,average,performance_loss,79.1,3,98.4,0.0,6,78.5,16.4,25.4,no,13.2,59.0,13.1,0.0,0.0,13.0,no,corrective,32.1,6.1,21,20,63.9,expert,2.4,0.0,no,no,86.1,SUP-019,95.0,5.23,1.24,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.0526,547.7,2.456,136.2,70.5,11.0,8.0,230.0,6049.34,5456.88,106.86,0.0,26.71,200,19680.0,3962.71,45.6,158.9366
MFG-LINE-PLT-007-02,PLT-007,WC-002,SHF-PLT-007-20231006-1,2023-10-06,1,444.0,PRD-2023-SKU-09771,industrial_machinery,WO-2023-34767,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,252.606,30.313,225.64,348.0,252.51,302.62,0.12,WC-002,253.25,91.14,WC-001,237.07,114,100,99,1,0,1,14.11,15.54,0.908,99.9301,100,0.3,0,-12.28,0.64,444.0,425.2,0.9577,0.9079,0.99,0.8608,26.54,30.83,18.8,10.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,18.8,0.0,1,444.0,18.8,18.8,no,0.0,0.0,18.8,0.0,0.0,0.0,no,predictive,32.8,4.4,22,21,62.7,expert,3.3,0.0,no,no,52.1,SUP-180,699.0,4.7,1.07,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.9301,98.7427,329.7,3.33,77.6,37.0,,7.8,138.5,2890.77,3234.75,56.28,0.0,14.07,100,1880.0,390.07,67.2,118.7224
MFG-LINE-PLT-005-05,PLT-005,WC-022,SHF-PLT-005-20210925-1,2021-09-25,1,460.8,PRD-2021-SKU-07387,automotive_body,WO-2021-99559,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,68.969,2.069,60.55,194.21,70.07,72.38,0.03,WC-001,70.46,92.88,WC-002,9.95,453,289,288,1,0,1,52.1,59.02,0.8828,99.99,289,0.1,0,-36.2,1.79,460.8,448.6,0.9735,0.655,0.9965,0.6354,20.33,32.0,12.2,152.2,1,reduced_speed,average,performance_loss,115.8,3,12.2,0.0,1,460.8,12.2,12.2,no,12.2,0.0,0.0,0.0,0.0,0.0,no,corrective,23.7,5.6,24,21,89.3,skilled,9.1,1.6,no,no,50.8,SUP-184,75.0,5.29,1.26,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.0051,882.1,3.063,157.7,115.3,17.6,7.5,370.5,7602.94,17442.81,55.96,0.0,13.99,200,2440.0,501.99,60.5,143.1187
MFG-LINE-PLT-007-02,PLT-007,WC-048,SHF-PLT-007-20210503-2,2021-05-03,2,434.6,PRD-2021-SKU-03920,industrial_machinery,WO-2021-92171,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,261.251,31.35,246.24,426.02,265.47,312.98,0.12,WC-002,255.93,89.06,WC-001,245.71,112,89,88,1,0,1,13.63,15.54,0.8771,99.7068,89,0.3,1,-20.54,0.67,434.6,420.0,0.9664,0.818,0.9888,0.7816,23.59,30.18,14.6,19.8,1,reduced_speed,good,performance_loss,28.3,1,14.6,0.0,2,217.3,7.3,7.5,no,0.0,0.0,0.0,14.6,0.0,0.0,no,corrective,32.8,6.3,21,18,92.4,multi_skilled,12.4,0.0,no,no,57.5,SUP-140,2932.0,4.26,0.92,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.7068,98.4248,147.5,1.676,37.5,17.4,,8.9,61.9,2579.84,3951.01,80.29,0.0,20.07,100,1460.0,312.07,29.0,155.4166
MFG-LINE-PLT-004-01,PLT-004,WC-023,SHF-PLT-004-20220417-3,2022-04-17,3,425.0,PRD-2022-SKU-04538,industrial_machinery,WO-2022-99569,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,295.426,14.771,262.45,840.1,295.76,319.8,0.05,WC-004,300.78,92.56,WC-003,278.24,121,34,33,1,0,1,11.91,17.19,0.6928,99.8176,34,1.9,5,-71.9,4.66,425.0,192.1,0.452,0.6176,0.9706,0.271,8.0,29.52,232.9,21.1,1,setup_adjustment,poor,availability_loss,20.9,1,232.9,0.0,7,60.7,33.3,126.5,yes,207.0,0.0,25.8,0.0,0.0,0.0,no,preventive,28.6,6.3,1,1,71.7,semi_skilled,19.4,0.7,no,no,62.2,SUP-142,1824.0,4.41,0.97,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8176,98.5667,114.7,3.476,29.6,10.8,,7.7,48.2,381.17,469.39,29.73,0.0,7.43,100,23290.0,4665.43,29.9,56.4055
MFG-LINE-PLT-003-03,PLT-003,WC-026,SHF-PLT-003-20210318-2,2021-03-18,2,434.2,PRD-2021-SKU-02830,electronics_pcb,WO-2021-79806,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.166,0.558,9.55,31.93,11.28,12.09,0.05,WC-003,11.6,94.48,WC-001,0.0,2712,1952,1950,2,1,1,322.4,375.0,0.8597,99.9425,1953,1.4,5,-28.02,29.94,434.2,395.3,0.9104,0.79,0.999,0.7185,21.67,30.15,38.9,518.9,2,idling_minor_stops,good,performance_loss,32.0,1,38.9,0.0,3,144.7,13.0,22.1,no,0.0,34.0,0.0,4.9,0.0,0.0,no,predictive,16.8,6.6,10,9,94.0,skilled,5.2,1.9,no,no,23.7,SUP-064,575.0,4.75,1.08,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9425,97.1084,1378.6,0.707,287.3,155.4,,8.2,579.0,1693.52,1748.74,22.9,22.9,5.72,150,5835.0,1195.62,39.3,24.6887
MFG-LINE-PLT-010-04,PLT-010,WC-020,SHF-PLT-010-20220119-2,2022-01-19,2,456.9,PRD-2022-SKU-08875,industrial_machinery,WO-2022-37818,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,312.067,37.448,293.36,634.54,305.2,373.86,0.12,WC-008,341.24,99.41,WC-005,298.45,103,82,81,1,0,1,11.42,13.62,0.8385,99.8198,82,0.0,0,-20.39,1.33,456.9,430.9,0.9431,0.8383,0.9878,0.781,24.78,31.73,26.0,15.8,1,idling_minor_stops,good,performance_loss,0.0,0,26.0,0.0,1,456.9,26.0,26.0,no,26.0,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.8,9,8,92.1,skilled,7.6,0.4,no,no,77.3,SUP-016,1802.0,4.41,0.97,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8198,96.8325,233.8,2.886,49.0,28.7,,8.1,98.2,1489.69,2664.29,90.54,0.0,22.64,100,2600.0,542.64,62.1,142.9415
MFG-LINE-PLT-010-01,PLT-010,WC-049,SHF-PLT-010-20240813-2,2024-08-13,2,421.2,PRD-2024-SKU-05242,industrial_machinery,WO-2024-37763,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,317.353,25.388,286.37,842.06,321.1,359.24,0.08,WC-003,336.18,96.3,WC-001,304.48,90,48,47,1,0,1,11.3,12.87,0.878,99.9039,48,0.5,1,-46.67,1.67,421.2,344.0,0.8167,0.6505,0.9792,0.5202,15.22,29.25,77.2,25.8,1,reduced_speed,average,performance_loss,89.1,2,77.2,0.0,4,105.3,19.3,31.1,yes,55.2,0.0,0.0,0.0,22.0,0.0,no,emergency,19.7,5.6,5,4,80.2,multi_skilled,14.4,0.0,no,yes,21.0,SUP-125,961.0,4.6,1.03,1.18,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9039,98.7849,143.1,3.044,26.7,8.8,,8.0,60.1,740.47,1519.52,84.99,0.0,21.25,100,7720.0,1565.25,49.0,134.8832
MFG-LINE-PLT-008-01,PLT-008,WC-040,SHF-PLT-008-20200824-1,2020-08-24,1,448.9,PRD-2020-SKU-05795,medical_devices,WO-2020-65444,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,128.54,15.425,119.32,268.67,126.63,153.99,0.12,WC-001,131.14,92.75,WC-003,96.93,236,119,118,1,0,1,27.89,31.61,0.8823,99.9839,119,0.2,0,-49.58,3.94,448.9,280.5,0.6249,0.8053,0.9916,0.499,15.56,31.18,168.4,28.8,1,equipment_failure,poor,availability_loss,24.6,1,168.4,0.0,5,89.8,33.7,50.1,yes,46.8,49.1,0.0,0.0,0.0,72.5,no,preventive,7.3,6.0,5,4,68.9,skilled,6.2,0.0,no,no,77.7,SUP-162,161.0,5.1,1.2,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9839,98.2106,249.9,2.118,53.1,35.1,,6.5,105.0,596.51,1389.48,22.55,0.0,5.64,250,42100.0,8425.64,69.8,39.5715
MFG-LINE-PLT-007-01,PLT-007,WC-030,SHF-PLT-007-20230811-3,2023-08-11,3,449.2,PRD-2023-SKU-05480,industrial_machinery,WO-2023-14171,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,201.487,6.045,181.49,350.74,203.86,211.46,0.03,WC-006,206.5,93.17,WC-014,180.33,158,109,108,1,0,1,17.81,21.16,0.8417,99.9738,109,0.2,0,-31.01,0.9,409.7,409.7,1.0,0.7542,0.9908,0.7473,21.26,28.45,0.0,35.5,1,reduced_speed,good,performance_loss,82.1,3,0.0,39.5,0,449.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,27.1,5.6,17,16,62.7,expert,3.5,0.0,no,no,72.4,SUP-189,262.0,4.97,1.16,1.3,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9738,98.0699,224.2,2.076,53.9,16.2,,8.6,94.2,7165.85,13908.06,12.38,0.0,3.1,100,0.0,3.1,33.5,207.6234
MFG-LINE-PLT-010-02,PLT-010,WC-013,SHF-PLT-010-20221031-1,2022-10-31,1,441.7,PRD-2022-SKU-03388,industrial_machinery,WO-2022-25213,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,310.824,54.394,292.36,731.66,313.46,400.57,0.175,WC-004,339.68,99.35,WC-001,298.44,90,71,70,1,0,1,11.44,12.38,0.9241,99.7702,71,1.3,3,-21.11,1.36,441.7,372.4,0.8431,0.9244,0.9859,0.7684,23.57,30.67,69.3,5.8,1,equipment_failure,good,availability_loss,0.0,0,69.3,0.0,2,220.8,34.7,46.4,yes,69.3,0.0,0.0,0.0,0.0,0.0,no,emergency,32.7,5.1,8,7,87.3,expert,1.2,1.8,no,no,73.7,SUP-030,2298.0,4.33,0.94,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7702,97.532,243.9,3.484,54.0,25.9,,7.7,102.4,2119.5,4536.22,29.75,0.0,7.44,100,6930.0,1393.44,44.5,125.2567
MFG-LINE-PLT-005-06,PLT-005,WC-044,SHF-PLT-005-20210131-2,2021-01-31,2,438.3,PRD-2021-SKU-05805,automotive_body,WO-2021-84565,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,102.425,5.121,87.92,290.19,102.37,110.87,0.05,WC-001,105.39,93.54,WC-009,54.42,350,191,190,1,0,1,35.04,48.0,0.73,99.9743,191,6.6,26,-45.43,26.01,438.3,327.0,0.7461,0.7301,0.9948,0.5418,16.49,30.44,111.3,70.6,1,reduced_speed,average,performance_loss,0.0,0,111.3,0.0,4,109.6,27.8,36.2,yes,79.0,0.0,32.3,0.0,0.0,0.0,no,preventive,32.1,4.0,2,1,81.2,semi_skilled,1.6,0.0,no,yes,87.4,SUP-021,257.0,4.97,1.16,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9743,98.5233,445.2,2.343,100.9,44.8,8.9,8.1,187.0,314.28,545.53,38.88,0.0,9.72,200,22260.0,4461.72,40.9,43.6099
MFG-LINE-PLT-008-01,PLT-008,WC-022,SHF-PLT-008-20220331-1,2022-03-31,1,433.5,PRD-2022-SKU-02409,medical_devices,WO-2022-63709,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,130.265,15.632,121.54,298.92,129.69,156.06,0.12,WC-002,128.82,89.9,WC-001,98.65,228,169,168,1,0,1,27.62,31.61,0.8738,99.9828,169,2.1,6,-25.88,11.63,416.6,406.0,0.9746,0.7901,0.9941,0.7655,22.15,28.93,10.6,44.9,1,reduced_speed,good,performance_loss,55.8,2,10.6,16.9,1,433.5,10.6,10.6,no,10.6,0.0,0.0,0.0,0.0,0.0,yes,corrective,7.3,6.0,3,2,88.2,skilled,6.5,0.0,no,no,72.4,SUP-058,172.0,5.08,1.19,1.29,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9828,99.3157,210.0,1.25,46.6,17.5,,7.9,88.2,514.58,1275.83,24.82,0.0,6.21,250,2650.0,536.21,55.2,35.6249
MFG-LINE-PLT-001-01,PLT-001,WC-048,SHF-PLT-001-20220423-3,2022-04-23,3,460.3,PRD-2022-SKU-09195,pharmaceutical,WO-2022-40714,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.66,0.77,22.12,65.5,25.67,26.93,0.03,WC-009,26.29,93.15,WC-008,0.0,1353,821,820,1,0,1,140.29,176.47,0.795,99.9631,821,2.1,5,-39.32,11.88,418.4,351.3,0.8396,0.7947,0.9988,0.6664,19.36,29.05,67.1,212.1,1,reduced_speed,average,performance_loss,42.0,4,67.1,41.9,2,230.1,33.6,62.3,yes,62.3,0.0,0.0,4.9,0.0,0.0,yes,corrective,26.8,5.9,12,9,84.2,skilled,18.9,0.0,no,no,72.4,SUP-182,369.0,4.88,1.13,1.18,contamination,labelling,automated_vision,yes,no,no,no,99.9631,97.9922,1824.5,2.225,337.2,131.1,,7.0,766.3,3537.11,7842.86,38.09,0.0,9.52,300,20130.0,4035.52,40.4,52.0145
MFG-LINE-PLT-004-02,PLT-004,WC-036,SHF-PLT-004-20200913-2,2020-09-13,2,423.6,PRD-2020-SKU-02827,industrial_machinery,WO-2020-99158,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,300.588,64.176,270.33,553.65,290.55,406.48,0.213,WC-002,333.9,99.9,WC-001,284.59,110,76,74,2,1,1,11.9,16.0,0.7438,98.0585,77,0.8,3,-30.91,0.62,423.6,393.2,0.9282,0.7247,0.9737,0.655,19.27,29.42,30.4,28.9,2,reduced_speed,average,performance_loss,10.2,1,30.4,0.0,1,423.6,30.4,30.4,yes,0.0,0.0,0.0,0.0,0.0,30.4,no,predictive,6.1,7.6,20,17,91.0,semi_skilled,13.7,0.0,yes,no,80.8,SUP-019,19415.0,3.57,0.69,0.75,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,98.0585,96.4041,207.3,2.801,57.5,10.8,,8.1,87.1,4081.42,7822.29,138.18,138.18,34.55,100,3040.0,780.73,43.8,302.7755
MFG-LINE-PLT-004-02,PLT-004,WC-014,SHF-PLT-004-20200810-3,2020-08-10,3,464.9,PRD-2020-SKU-04874,industrial_machinery,WO-2020-72033,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,277.892,52.522,237.96,707.29,269.18,364.55,0.189,WC-002,305.84,99.9,WC-001,261.89,123,91,90,1,0,1,12.86,16.0,0.8037,99.6691,91,0.1,0,-26.02,1.06,464.9,449.5,0.9669,0.7592,0.989,0.726,23.44,32.28,15.4,28.9,1,reduced_speed,good,performance_loss,24.9,1,15.4,0.0,2,232.4,7.7,9.6,no,0.0,0.0,9.6,5.7,0.0,0.0,no,predictive,6.1,8.0,12,11,74.6,skilled,5.3,0.4,no,no,20.8,SUP-014,3309.0,4.22,0.91,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6691,97.5716,275.8,3.064,65.2,37.6,,8.0,115.8,1940.07,4849.88,33.59,0.0,8.4,100,1540.0,316.4,73.6,109.4071
MFG-LINE-PLT-002-04,PLT-002,WC-008,SHF-PLT-002-20241209-2,2024-12-09,2,461.6,PRD-2024-SKU-02194,electronics_pcb,WO-2024-45996,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.723,2.807,14.39,40.18,15.77,20.35,0.178,WC-005,16.48,95.31,WC-004,0.0,1961,956,954,2,0,2,228.93,255.32,0.8966,99.8388,956,1.4,3,-51.25,124.0,461.6,270.3,0.5856,0.8311,0.9979,0.4856,15.57,32.06,191.3,194.3,2,setup_adjustment,poor,availability_loss,19.8,1,191.3,0.0,7,65.9,27.3,118.8,yes,151.3,9.6,17.2,13.2,0.0,0.0,no,emergency,15.6,5.9,1,1,89.9,multi_skilled,5.0,0.0,no,no,48.7,SUP-180,1612.0,4.45,0.98,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8388,97.8977,1216.3,1.275,278.5,148.6,,6.8,510.8,139.69,168.02,10.1,0.0,5.05,150,28695.0,5744.05,66.6,10.4437
MFG-LINE-PLT-008-01,PLT-008,WC-006,SHF-PLT-008-20240501-1,2024-05-01,1,476.3,PRD-2024-SKU-03709,medical_devices,WO-2024-11118,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,126.753,15.21,118.05,360.98,125.94,151.85,0.12,WC-003,133.81,95.97,WC-001,95.14,250,225,224,1,0,1,28.34,31.61,0.8966,99.99,225,1.0,3,-10.0,5.64,476.3,476.3,1.0,0.8967,0.9956,0.8927,29.53,33.08,0.0,25.9,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,476.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,6.7,6,5,77.4,skilled,10.9,0.0,no,no,15.1,SUP-053,98.0,5.22,1.24,1.33,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.99,97.2828,209.0,0.933,34.3,13.7,,8.4,87.8,1727.07,1922.86,57.58,0.0,14.39,250,0.0,14.39,61.3,74.1314
MFG-LINE-PLT-004-04,PLT-004,WC-028,SHF-PLT-004-20220918-1,2022-09-18,1,469.6,PRD-2022-SKU-01633,industrial_machinery,WO-2022-35611,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,363.589,77.626,329.89,817.34,372.84,491.67,0.213,WC-001,450.3,99.9,WC-002,351.16,96,65,64,1,0,1,9.8,12.43,0.7884,99.4973,65,0.3,0,-32.29,0.45,469.6,397.9,0.8473,0.7888,0.9846,0.658,21.46,32.61,71.7,17.4,1,reduced_speed,average,performance_loss,0.0,0,71.7,0.0,4,117.4,17.9,26.8,no,0.0,8.9,15.2,0.0,0.0,47.7,no,corrective,24.6,6.8,19,18,62.6,semi_skilled,2.7,0.0,no,no,12.3,SUP-009,5027.0,4.07,0.86,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4973,98.38,215.7,3.37,42.1,16.4,,7.8,90.6,4527.99,7215.88,49.34,0.0,12.34,100,7170.0,1446.34,66.5,233.6089
MFG-LINE-PLT-004-07,PLT-004,WC-035,SHF-PLT-004-20200131-3,2020-01-31,3,474.5,PRD-2020-SKU-04679,industrial_machinery,WO-2020-49929,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,253.4,12.67,239.76,381.46,251.86,274.31,0.05,WC-005,256.28,91.94,WC-004,235.35,142,69,68,1,0,1,14.09,18.05,0.7806,99.8754,69,0.1,0,-51.41,0.43,474.5,293.9,0.6194,0.7803,0.9855,0.4763,15.69,32.95,180.6,19.4,1,setup_adjustment,poor,availability_loss,0.0,0,180.6,0.0,6,79.1,30.1,59.5,yes,150.9,29.6,0.0,0.0,0.0,0.0,no,corrective,22.9,4.6,24,20,66.6,skilled,12.7,0.0,no,no,25.1,SUP-152,1246.0,4.52,1.01,1.03,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8754,99.0563,167.1,2.457,28.1,16.6,,8.4,70.2,8609.24,10811.73,80.78,0.0,20.2,100,18060.0,3632.2,56.2,367.5704
MFG-LINE-PLT-004-01,PLT-004,WC-039,SHF-PLT-004-20220717-2,2022-07-17,2,431.5,PRD-2022-SKU-03466,industrial_machinery,WO-2022-95364,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,287.83,14.391,256.22,861.07,284.17,311.58,0.05,WC-010,293.61,92.73,WC-003,270.64,123,68,67,1,0,1,12.34,17.19,0.7179,99.9059,68,0.6,2,-44.72,0.44,431.5,330.7,0.7664,0.7177,0.9853,0.5419,16.24,29.96,100.8,26.7,1,reduced_speed,average,performance_loss,0.0,0,100.8,0.0,8,53.9,12.6,34.5,yes,18.5,34.5,8.3,5.3,23.2,11.1,no,emergency,28.6,5.7,23,21,62.9,semi_skilled,4.9,0.0,no,no,34.5,SUP-178,941.0,4.61,1.04,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9059,97.9396,183.6,2.74,49.4,15.1,,8.2,77.1,5315.72,8750.96,75.13,0.0,18.78,100,10080.0,2034.78,69.4,286.2018
MFG-LINE-PLT-008-01,PLT-008,WC-009,SHF-PLT-008-20220114-2,2022-01-14,2,459.1,PRD-2022-SKU-06142,medical_devices,WO-2022-69541,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,154.301,18.516,132.31,441.71,155.58,184.85,0.12,WC-002,160.7,94.68,WC-001,122.69,241,163,162,1,0,1,23.25,31.61,0.7355,99.9558,163,0.0,0,-32.37,1.41,459.1,420.7,0.9164,0.7356,0.9939,0.6699,21.36,31.88,38.4,58.6,1,reduced_speed,average,performance_loss,0.0,0,38.4,0.0,3,153.0,12.8,17.3,no,17.3,14.1,0.0,7.0,0.0,0.0,no,preventive,7.3,6.3,18,15,72.2,semi_skilled,12.0,0.0,no,no,42.6,SUP-080,442.0,4.83,1.11,1.11,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9558,99.5451,160.5,0.991,38.5,15.2,,8.3,67.4,5346.24,12857.44,21.26,0.0,5.32,250,9600.0,1925.32,30.2,133.7596
MFG-LINE-PLT-005-04,PLT-005,WC-003,SHF-PLT-005-20240612-2,2024-06-12,2,457.6,PRD-2024-SKU-01991,automotive_body,WO-2024-03063,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.651,6.078,45.84,69.58,52.73,60.68,0.12,WC-002,51.34,92.15,WC-004,0.0,589,495,494,1,0,1,71.0,77.25,0.9191,99.98,495,0.3,0,-15.96,3.6,457.6,418.3,0.9141,0.919,0.998,0.8384,26.64,31.78,39.3,43.6,1,equipment_failure,good,availability_loss,0.0,0,39.3,0.0,1,457.6,39.3,39.3,yes,0.0,0.0,0.0,0.0,0.0,39.3,no,corrective,15.6,6.9,20,18,83.9,expert,9.2,0.0,no,no,78.5,SUP-089,200.0,5.04,1.18,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.98,99.8078,1043.8,2.113,207.6,109.6,20.9,8.3,438.4,5617.87,13397.46,34.52,0.0,8.63,200,7860.0,1580.63,49.2,73.0824
MFG-LINE-PLT-002-03,PLT-002,WC-043,SHF-PLT-002-20240807-1,2024-08-07,1,450.2,PRD-2024-SKU-09560,electronics_pcb,WO-2024-08328,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.177,2.459,42.45,108.71,47.8,53.23,0.05,WC-004,51.5,95.2,WC-010,0.0,617,494,493,1,0,1,73.13,82.38,0.8877,99.9747,494,1.6,5,-19.94,4.11,450.2,439.0,0.9751,0.8196,0.998,0.7976,24.93,31.26,11.2,108.7,1,idling_minor_stops,good,performance_loss,33.7,1,11.2,0.0,1,450.2,11.2,11.2,no,0.0,0.0,0.0,0.0,0.0,11.2,no,corrective,13.3,7.1,19,16,76.1,skilled,14.3,0.0,no,yes,16.0,SUP-152,253.0,4.98,1.16,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9747,98.4229,336.2,0.682,65.4,36.8,,8.3,141.2,4853.44,10488.62,21.68,0.0,5.42,150,1680.0,341.42,39.4,52.8438
MFG-LINE-PLT-004-04,PLT-004,WC-021,SHF-PLT-004-20230210-1,2023-02-10,1,472.6,PRD-2023-SKU-02881,industrial_machinery,WO-2023-22181,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,470.926,127.739,429.09,1273.39,472.91,681.7,0.271,WC-001,613.29,99.9,WC-002,458.5,96,52,51,1,0,1,7.53,12.43,0.6058,98.9871,52,2.7,7,-45.83,0.32,472.6,449.8,0.9518,0.5582,0.9808,0.521,17.1,32.82,22.8,41.2,1,idling_minor_stops,average,performance_loss,35.3,1,22.8,0.0,2,236.3,11.4,14.0,no,0.0,0.0,14.0,8.9,0.0,0.0,no,corrective,24.6,4.9,24,20,63.2,trainee,14.2,0.0,no,yes,72.0,SUP-176,10129.0,3.82,0.77,0.84,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.9871,98.2083,184.8,3.624,30.6,9.6,,7.6,77.6,3069.45,6488.34,25.15,0.0,6.29,100,2280.0,462.29,52.3,213.0508
MFG-LINE-PLT-008-02,PLT-008,WC-048,SHF-PLT-008-20211224-1,2021-12-24,1,444.4,PRD-2021-SKU-06454,medical_devices,WO-2021-24634,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.131,3.45,40.25,117.67,42.52,48.82,0.08,WC-006,47.08,99.22,WC-003,0.0,688,484,483,1,0,1,83.4,93.02,0.8966,99.99,484,4.1,9,-29.65,5.02,444.4,348.2,0.7835,0.8966,0.9979,0.701,21.63,30.86,96.2,55.8,1,setup_adjustment,good,availability_loss,0.0,0,96.2,0.0,3,148.1,32.1,63.4,yes,96.2,0.0,0.0,0.0,0.0,0.0,no,corrective,8.4,6.1,15,13,67.1,skilled,10.9,0.0,no,no,78.3,SUP-019,92.0,5.24,1.25,1.42,contamination,functional_failure,automated_vision,no,no,no,no,99.99,98.7338,654.9,1.356,138.0,77.3,,7.7,275.1,3253.42,4743.06,9.86,0.0,2.46,250,24050.0,4812.46,59.6,26.4363
MFG-LINE-PLT-009-02,PLT-009,WC-026,SHF-PLT-009-20211207-1,2021-12-07,1,431.0,PRD-2021-SKU-05754,automotive_body,WO-2021-26667,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.834,1.742,30.45,57.72,34.86,37.71,0.05,WC-003,35.2,91.86,WC-001,0.0,783,609,608,1,0,1,103.3,109.09,0.9469,99.9849,609,0.0,0,-22.22,4.45,391.6,343.3,0.8767,0.9757,0.9984,0.8539,23.22,27.19,48.3,15.2,1,equipment_failure,world_class,availability_loss,29.0,3,48.3,39.4,3,143.7,16.1,17.1,no,0.0,0.0,48.3,0.0,0.0,0.0,yes,preventive,14.2,6.9,22,19,72.6,expert,10.6,0.0,no,no,73.5,SUP-086,151.0,5.11,1.2,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9849,98.1925,1422.1,2.339,308.1,186.1,28.4,8.1,597.3,6331.51,12729.62,18.12,0.0,4.53,200,9660.0,1936.53,54.8,49.5003
MFG-LINE-PLT-005-06,PLT-005,WC-022,SHF-PLT-005-20200725-2,2020-07-25,2,447.5,PRD-2020-SKU-03438,automotive_body,WO-2020-63655,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,90.505,4.525,79.08,140.73,89.71,97.97,0.05,WC-006,96.29,96.72,WC-004,42.5,357,98,97,1,0,1,39.68,48.0,0.8267,99.9875,98,0.5,1,-72.55,3.25,447.5,285.8,0.6386,0.4286,0.9898,0.271,8.42,31.08,161.7,130.6,1,idling_minor_stops,poor,performance_loss,137.6,4,161.7,0.0,10,44.7,16.2,35.9,yes,73.9,43.1,16.3,14.1,14.3,0.0,no,predictive,32.1,5.0,5,4,78.4,skilled,9.9,0.0,no,no,43.1,SUP-069,125.0,5.16,1.22,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9875,98.3992,193.9,1.999,45.9,11.3,3.9,8.4,81.4,1713.66,2931.97,63.5,0.0,15.88,200,32340.0,6483.88,62.2,112.0477
MFG-LINE-PLT-001-02,PLT-001,WC-032,SHF-PLT-001-20201020-2,2020-10-20,2,444.8,PRD-2020-SKU-09427,pharmaceutical,WO-2020-11344,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,60.875,11.505,56.92,171.03,58.78,79.86,0.189,WC-003,70.78,99.9,WC-001,0.0,525,389,388,1,0,1,59.0,70.87,0.8325,99.9555,389,0.9,2,-25.9,3.27,444.8,405.1,0.9107,0.8131,0.9974,0.7386,22.81,30.89,39.7,89.4,1,idling_minor_stops,good,performance_loss,9.5,1,39.7,0.0,2,222.4,19.8,36.6,yes,0.0,0.0,0.0,3.0,0.0,36.6,no,corrective,22.7,6.3,17,16,75.9,skilled,0.5,0.0,no,no,30.2,SUP-017,445.0,4.82,1.11,1.26,contamination,labelling,100pct_manual,no,no,no,no,99.9555,99.1262,300.7,0.775,77.5,17.9,,9.0,126.3,4927.64,8818.54,25.37,0.0,6.34,300,11910.0,2388.34,41.0,60.8637
MFG-LINE-PLT-010-03,PLT-010,WC-004,SHF-PLT-010-20211209-2,2021-12-09,2,463.2,PRD-2021-SKU-09585,industrial_machinery,WO-2021-87814,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.041,4.565,34.41,98.94,38.07,45.57,0.12,WC-004,43.81,99.9,WC-002,0.0,797,528,526,2,0,2,94.61,103.45,0.9145,99.7984,528,1.5,4,-33.75,3.1,463.2,440.9,0.9519,0.6945,0.9962,0.6586,21.19,32.17,22.3,232.2,2,idling_minor_stops,average,performance_loss,106.1,4,22.3,0.0,2,231.6,11.2,13.5,no,0.0,0.0,13.5,8.8,0.0,0.0,no,corrective,29.1,6.0,23,22,73.8,expert,3.9,1.2,no,no,30.5,SUP-029,2016.0,4.38,0.96,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7984,97.4935,1639.0,3.116,341.2,87.4,,7.9,688.4,8007.54,8586.65,92.73,0.0,46.37,100,2230.0,492.37,63.4,124.6305
MFG-LINE-PLT-002-04,PLT-002,WC-023,SHF-PLT-002-20200726-1,2020-07-26,1,452.0,PRD-2020-SKU-06468,electronics_pcb,WO-2020-00059,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.28,2.888,13.14,25.56,15.62,20.05,0.189,WC-001,17.6,99.9,WC-006,0.0,1920,1587,1584,3,1,2,235.53,255.32,0.9225,99.8558,1588,0.5,1,-17.34,10.51,452.0,404.3,0.8945,0.9225,0.9981,0.8236,25.85,31.39,47.7,133.3,3,setup_adjustment,good,availability_loss,0.0,0,47.7,0.0,2,226.0,23.9,30.6,yes,30.6,0.0,0.0,0.0,0.0,17.1,no,corrective,15.6,7.8,23,20,69.5,skilled,10.5,0.0,no,yes,50.4,SUP-044,1442.0,4.48,0.99,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8558,99.2724,1731.3,1.093,312.3,165.3,,7.3,727.1,2728.69,4591.29,9.1,9.1,4.55,150,7155.0,1444.65,43.2,13.7384
MFG-LINE-PLT-008-01,PLT-008,WC-034,SHF-PLT-008-20211114-2,2021-11-14,2,439.4,PRD-2021-SKU-06372,medical_devices,WO-2021-05215,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,135.957,16.315,116.74,169.13,144.01,162.88,0.12,WC-002,139.88,93.53,WC-003,104.35,231,179,178,1,0,1,26.41,31.61,0.8355,99.9828,179,2.5,9,-22.51,1.52,439.4,406.7,0.9256,0.8355,0.9944,0.769,23.47,30.52,32.7,35.2,1,reduced_speed,good,performance_loss,0.0,0,32.7,0.0,3,146.5,10.9,20.7,no,8.3,20.7,0.0,3.7,0.0,0.0,no,predictive,7.3,6.3,19,16,87.2,skilled,13.5,0.0,no,no,58.8,SUP-106,172.0,5.08,1.19,1.28,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9828,99.975,158.8,0.892,36.4,13.5,,8.5,66.7,6656.89,9558.71,5.68,0.0,1.42,250,8175.0,1636.42,51.8,96.8108
MFG-LINE-PLT-003-04,PLT-003,WC-020,SHF-PLT-003-20211031-2,2021-10-31,2,462.0,PRD-2021-SKU-08305,electronics_pcb,WO-2021-23701,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.302,1.615,28.05,85.27,31.93,34.97,0.05,WC-004,33.53,94.36,WC-007,0.0,1022,757,756,1,0,1,111.34,132.84,0.8382,99.9545,757,0.6,1,-25.93,6.14,462.0,423.0,0.9156,0.8082,0.9987,0.739,23.71,32.09,39.0,179.6,1,reduced_speed,good,performance_loss,15.1,1,39.0,0.0,6,77.0,6.5,9.8,no,0.0,9.8,9.0,12.4,7.8,0.0,no,corrective,11.0,7.2,17,16,79.1,skilled,1.9,0.0,no,no,17.2,SUP-002,455.0,4.82,1.11,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9545,96.98,824.0,1.09,190.4,93.7,,7.3,346.1,4765.34,7468.96,16.13,0.0,4.03,150,5850.0,1174.03,25.9,32.3343
MFG-LINE-PLT-003-01,PLT-003,WC-021,SHF-PLT-003-20200928-2,2020-09-28,2,431.4,PRD-2020-SKU-03255,electronics_pcb,WO-2020-40605,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.55,1.228,22.67,56.85,24.58,26.58,0.05,WC-001,26.26,97.23,WC-005,0.0,1261,733,732,1,0,1,146.54,175.61,0.8345,99.9282,733,0.4,1,-41.87,10.18,431.4,333.4,0.7728,0.7512,0.9986,0.5798,17.37,29.96,98.0,242.8,1,idling_minor_stops,average,performance_loss,33.3,2,98.0,0.0,6,71.9,16.3,22.6,no,20.8,38.9,10.4,0.0,0.0,27.9,no,corrective,24.0,5.7,11,10,62.3,skilled,2.3,1.0,no,no,22.8,SUP-162,718.0,4.69,1.06,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9282,97.6408,684.4,0.935,171.7,81.2,,7.7,287.4,3177.06,7051.62,8.79,0.0,2.2,150,14700.0,2942.2,48.8,22.7756
MFG-LINE-PLT-005-05,PLT-005,WC-002,SHF-PLT-005-20220920-1,2022-09-20,1,468.5,PRD-2022-SKU-06821,automotive_body,WO-2022-60263,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,64.154,1.925,59.4,176.74,63.68,67.33,0.03,WC-001,65.27,92.49,WC-003,5.13,460,274,273,1,0,1,55.95,59.02,0.948,99.99,274,0.2,0,-40.43,1.66,468.5,419.5,0.8954,0.6641,0.9964,0.5925,19.28,32.53,49.0,138.6,1,idling_minor_stops,average,performance_loss,125.6,4,49.0,0.0,3,156.2,16.3,22.9,no,0.0,26.1,22.9,0.0,0.0,0.0,no,preventive,23.7,5.2,24,21,94.2,expert,10.0,0.0,no,no,16.3,SUP-017,39.0,5.45,1.32,1.49,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.7296,745.3,2.73,190.0,80.9,14.9,7.8,313.0,5615.44,10281.12,52.95,0.0,13.24,200,9800.0,1973.24,63.9,111.3731
MFG-LINE-PLT-001-01,PLT-001,WC-028,SHF-PLT-001-20220216-3,2022-02-16,3,439.5,PRD-2022-SKU-01741,pharmaceutical,WO-2022-39679,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,28.79,0.864,26.27,83.8,28.68,30.22,0.03,WC-010,29.27,92.42,WC-004,0.0,1292,758,757,1,0,1,124.91,176.47,0.7078,99.99,758,2.2,8,-41.33,10.33,439.5,386.8,0.8801,0.6662,0.9987,0.5856,17.87,30.52,52.7,379.8,1,reduced_speed,average,performance_loss,22.7,1,52.7,0.0,2,219.8,26.3,39.2,yes,39.2,0.0,13.5,0.0,0.0,0.0,no,corrective,26.8,5.7,11,10,62.9,semi_skilled,6.2,0.8,no,no,89.6,SUP-187,96.0,5.23,1.24,1.33,contamination,labelling,automated_vision,no,no,no,no,99.99,98.7718,1441.3,1.904,309.6,128.9,,7.5,605.3,1632.47,3372.65,19.12,0.0,4.78,300,15810.0,3166.78,67.6,25.757
MFG-LINE-PLT-002-01,PLT-002,WC-002,SHF-PLT-002-20230620-1,2023-06-20,1,451.6,PRD-2023-SKU-08917,electronics_pcb,WO-2023-62224,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.918,2.146,37.66,128.55,42.81,46.46,0.05,WC-002,43.77,92.72,WC-001,0.0,710,444,443,1,0,1,83.86,94.49,0.8875,99.9636,444,0.6,1,-37.46,6.54,451.6,317.7,0.7035,0.8875,0.9977,0.6229,19.53,31.36,133.9,56.3,1,equipment_failure,average,availability_loss,0.0,0,133.9,0.0,7,64.5,19.1,48.6,yes,48.6,52.1,0.0,7.1,4.2,21.8,no,corrective,26.7,7.2,11,9,84.8,skilled,14.4,0.0,yes,yes,20.0,SUP-194,364.0,4.88,1.13,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9636,97.2497,328.7,0.742,87.1,20.5,,8.1,138.1,3993.3,4827.42,7.7,0.0,1.93,150,20085.0,4018.93,49.0,27.6287
MFG-LINE-PLT-001-02,PLT-001,WC-049,SHF-PLT-001-20220224-1,2022-02-24,1,474.1,PRD-2022-SKU-08131,pharmaceutical,WO-2022-64735,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.365,9.339,48.25,99.85,53.78,68.77,0.175,WC-002,54.45,92.76,WC-005,0.0,559,442,441,1,0,1,67.37,70.87,0.9506,99.99,442,0.9,2,-20.93,18.6,474.1,432.9,0.9131,0.8645,0.9977,0.7876,25.93,32.92,41.2,69.3,1,reduced_speed,good,performance_loss,39.3,2,41.2,0.0,2,237.0,20.6,25.6,no,25.6,0.0,0.0,0.0,0.0,15.5,no,preventive,22.7,7.1,4,3,67.5,expert,5.2,0.0,no,no,35.7,SUP-014,95.0,5.23,1.24,1.27,contamination,labelling,100pct_manual,yes,yes,no,no,99.99,97.7809,600.6,1.362,147.1,83.6,,8.2,252.3,959.51,1692.13,7.63,0.0,1.91,300,12360.0,2473.91,29.2,13.6601
MFG-LINE-PLT-005-03,PLT-005,WC-042,SHF-PLT-005-20230621-2,2023-06-21,2,455.8,PRD-2023-SKU-08983,automotive_body,WO-2023-15287,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,67.067,3.353,60.58,172.93,66.72,72.6,0.05,WC-001,69.04,93.59,WC-002,3.47,483,332,331,1,0,1,53.62,63.6,0.8431,99.9855,332,1.9,5,-31.26,2.07,455.8,405.0,0.8885,0.7734,0.997,0.6851,21.68,31.65,50.8,97.3,1,idling_minor_stops,average,performance_loss,33.4,1,50.8,0.0,6,76.0,8.5,13.3,no,5.2,12.0,13.3,0.0,10.0,10.2,no,corrective,32.9,5.0,22,21,66.7,skilled,2.1,0.0,no,no,31.7,SUP-187,145.0,5.12,1.21,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9855,99.1848,578.3,1.747,126.0,43.2,11.6,8.6,242.9,10101.77,8837.83,33.73,0.0,8.43,200,10160.0,2040.43,31.5,91.0512
MFG-LINE-PLT-002-04,PLT-002,WC-047,SHF-PLT-002-20241016-1,2024-10-16,1,447.0,PRD-2024-SKU-07637,electronics_pcb,WO-2024-87954,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.835,2.648,13.37,24.35,15.72,19.2,0.178,WC-005,16.33,99.9,WC-001,0.0,1899,1174,1172,2,0,2,242.58,255.32,0.9501,99.8828,1174,1.3,3,-38.18,17.48,447.0,432.4,0.9673,0.6381,0.9983,0.6162,19.13,31.04,14.6,665.8,2,reduced_speed,average,performance_loss,142.0,4,14.6,0.0,1,447.0,14.6,14.6,no,0.0,0.0,0.0,0.0,0.0,14.6,no,corrective,15.6,7.1,10,9,65.1,multi_skilled,1.0,0.0,no,no,87.5,SUP-141,1172.0,4.54,1.01,1.15,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8828,99.5635,882.5,0.753,230.5,66.1,,8.1,370.6,1806.23,3585.96,14.93,0.0,7.46,150,2190.0,445.46,70.2,19.5563
MFG-LINE-PLT-010-03,PLT-010,WC-003,SHF-PLT-010-20230515-2,2023-05-15,2,437.5,PRD-2023-SKU-06253,industrial_machinery,WO-2023-48640,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.02,4.682,36.6,79.17,37.95,46.75,0.12,WC-003,43.64,99.9,WC-001,0.0,752,566,564,2,1,1,92.11,103.45,0.8904,99.8014,567,0.0,0,-24.73,5.16,437.5,368.7,0.8427,0.8904,0.9965,0.7477,22.72,30.38,68.8,69.7,2,equipment_failure,good,availability_loss,0.0,0,68.8,0.0,3,145.8,22.9,38.2,yes,38.2,0.0,30.6,0.0,0.0,0.0,no,preventive,29.1,5.4,16,15,81.6,multi_skilled,4.8,0.0,yes,no,83.8,SUP-067,1986.0,4.38,0.96,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8014,97.9699,1597.8,2.833,408.4,152.2,,8.1,671.1,5031.7,7662.57,99.42,99.42,24.86,100,6880.0,1500.28,61.3,122.2801
MFG-LINE-PLT-007-02,PLT-007,WC-019,SHF-PLT-007-20220308-1,2022-03-08,1,427.5,PRD-2022-SKU-06422,industrial_machinery,WO-2022-13708,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,293.875,35.265,254.87,476.63,297.83,352.06,0.12,WC-002,310.05,95.91,WC-001,278.33,110,55,54,1,0,1,12.09,15.54,0.778,99.7968,55,4.6,12,-50.0,1.52,397.2,293.3,0.7384,0.724,0.9818,0.5248,14.47,27.58,103.9,21.0,1,idling_minor_stops,average,performance_loss,50.6,2,103.9,30.3,4,106.9,26.0,35.6,yes,96.6,0.0,0.0,0.0,7.3,0.0,yes,preventive,32.8,5.8,6,5,89.8,semi_skilled,9.6,1.0,no,no,56.2,SUP-093,2032.0,4.37,0.96,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7968,98.7187,172.6,3.196,40.0,16.0,,7.9,72.5,711.84,1478.9,37.57,0.0,9.39,100,10390.0,2087.39,42.6,78.835
MFG-LINE-PLT-003-05,PLT-003,WC-034,SHF-PLT-003-20200303-2,2020-03-03,2,470.0,PRD-2020-SKU-06875,electronics_pcb,WO-2020-13609,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,46.325,5.559,41.24,71.12,44.1,55.5,0.12,WC-005,50.74,99.58,WC-004,0.0,720,551,550,1,0,1,77.65,92.07,0.8434,99.8778,551,2.5,9,-23.47,70.21,470.0,425.7,0.9058,0.8434,0.9982,0.7625,24.89,32.64,44.3,102.3,1,reduced_speed,good,performance_loss,0.0,0,44.3,0.0,3,156.7,14.8,24.4,no,24.4,0.0,0.0,19.9,0.0,0.0,no,predictive,2.5,6.9,1,1,61.7,skilled,9.6,0.0,no,no,39.1,SUP-177,1222.0,4.53,1.01,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8778,98.4801,284.9,0.518,59.4,37.1,,8.7,119.7,420.1,902.62,18.19,0.0,4.55,150,6645.0,1333.55,54.1,20.628
MFG-LINE-PLT-010-01,PLT-010,WC-025,SHF-PLT-010-20221226-2,2022-12-26,2,454.4,PRD-2022-SKU-04993,industrial_machinery,WO-2022-75712,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,475.444,38.036,442.54,841.74,464.3,538.2,0.08,WC-003,518.05,99.06,WC-004,462.57,97,45,44,1,0,1,7.54,12.87,0.5859,99.7831,45,1.8,5,-53.61,0.97,454.4,358.0,0.7879,0.5859,0.9778,0.4514,14.24,31.56,96.4,31.8,1,idling_minor_stops,poor,performance_loss,0.0,0,96.4,0.0,2,227.2,48.2,56.3,yes,56.3,40.1,0.0,0.0,0.0,0.0,no,corrective,19.7,6.5,7,6,95.0,trainee,1.9,0.0,no,no,67.8,SUP-090,2169.0,4.35,0.95,1.01,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7831,97.4367,119.4,2.714,20.8,17.5,,8.2,50.1,2485.45,3987.1,37.68,0.0,9.42,100,9640.0,1937.42,65.8,185.6398
MFG-LINE-PLT-010-03,PLT-010,WC-034,SHF-PLT-010-20231115-3,2023-11-15,3,460.0,PRD-2023-SKU-04429,industrial_machinery,WO-2023-08368,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.657,4.879,38.34,51.41,40.65,48.71,0.12,WC-008,44.03,98.46,WC-001,0.0,791,487,485,2,1,1,88.42,103.45,0.8547,99.7427,488,0.4,0,-38.43,4.22,443.1,313.6,0.7077,0.9008,0.9959,0.6349,19.54,30.77,129.5,53.6,2,equipment_failure,average,availability_loss,0.0,0,129.5,16.9,5,92.0,25.9,46.8,yes,108.9,13.8,6.8,0.0,0.0,0.0,yes,corrective,29.1,5.7,20,15,88.8,expert,20.7,0.1,no,yes,61.1,SUP-066,2573.0,4.3,0.93,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.7427,97.9315,1448.7,2.987,345.0,109.2,,8.0,608.5,6324.52,12488.77,89.7,89.7,22.43,100,12950.0,2702.13,69.6,128.8602
MFG-LINE-PLT-002-03,PLT-002,WC-005,SHF-PLT-002-20201013-1,2020-10-13,1,464.1,PRD-2020-SKU-02930,electronics_pcb,WO-2020-18295,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.213,2.511,45.64,80.75,49.89,54.36,0.05,WC-007,52.17,94.46,WC-002,0.0,636,407,406,1,0,1,71.63,82.38,0.8695,99.9574,407,1.8,6,-36.01,3.5,464.1,376.6,0.8115,0.7871,0.9975,0.6371,20.53,32.23,87.5,110.1,1,reduced_speed,average,performance_loss,35.7,1,87.5,0.0,5,92.8,17.5,29.7,no,0.0,30.9,26.9,0.0,0.0,29.7,no,preventive,13.3,5.5,16,15,74.5,skilled,5.2,0.0,no,yes,66.2,SUP-158,426.0,4.84,1.11,1.26,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9574,97.1808,194.5,0.479,42.8,12.7,,8.8,81.7,2957.11,3808.95,17.02,0.0,4.25,150,13125.0,2629.25,43.6,33.7271
MFG-LINE-PLT-002-03,PLT-002,WC-012,SHF-PLT-002-20210808-1,2021-08-08,1,448.9,PRD-2021-SKU-07158,electronics_pcb,WO-2021-04555,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.302,2.465,46.26,87.92,49.06,53.37,0.05,WC-010,50.91,93.88,WC-003,0.0,616,350,349,1,0,1,72.92,82.38,0.8852,99.9608,350,0.5,1,-43.18,46.64,448.9,425.5,0.9479,0.599,0.9971,0.5662,17.65,31.18,23.4,234.3,1,idling_minor_stops,average,performance_loss,137.6,4,23.4,0.0,3,149.6,7.8,9.2,no,7.7,0.0,6.4,9.2,0.0,0.0,no,predictive,13.3,6.4,1,1,70.0,skilled,7.7,0.0,no,no,30.4,SUP-089,392.0,4.86,1.12,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9608,98.6755,150.4,0.431,26.1,21.1,,8.9,63.2,199.21,439.03,8.83,0.0,2.21,150,3510.0,704.21,44.3,10.6841
MFG-LINE-PLT-005-02,PLT-005,WC-008,SHF-PLT-005-20200119-2,2020-01-19,2,437.1,PRD-2020-SKU-02463,automotive_body,WO-2020-23743,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.583,4.447,51.0,130.87,56.91,62.92,0.08,WC-004,56.68,92.71,WC-006,0.0,552,417,416,1,0,1,64.72,75.79,0.8539,99.9824,417,0.3,0,-24.46,14.28,437.1,419.2,0.9591,0.7875,0.9976,0.7534,22.87,30.36,17.9,112.5,1,reduced_speed,good,performance_loss,32.7,1,17.9,0.0,1,437.1,17.9,17.9,no,0.0,0.0,17.9,0.0,0.0,0.0,no,corrective,1.3,7.5,5,4,67.2,skilled,7.1,1.9,no,no,25.7,SUP-167,176.0,5.07,1.19,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9824,99.3246,893.6,2.148,225.8,106.0,17.9,8.3,375.3,1528.38,2486.44,133.94,0.0,33.48,200,3580.0,749.48,53.7,143.913
MFG-LINE-PLT-008-01,PLT-008,WC-039,SHF-PLT-008-20241118-1,2024-11-18,1,421.7,PRD-2024-SKU-07633,medical_devices,WO-2024-23094,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,120.004,14.401,105.45,321.01,119.33,143.77,0.12,WC-002,123.9,93.86,WC-003,88.39,222,181,180,1,0,1,29.91,31.61,0.9462,99.99,181,0.4,0,-18.47,3.2,421.7,397.1,0.9417,0.8653,0.9945,0.8103,23.73,29.28,24.6,28.2,1,idling_minor_stops,good,performance_loss,34.0,1,24.6,0.0,2,210.8,12.3,14.0,no,0.0,0.0,10.5,14.0,0.0,0.0,no,emergency,7.3,5.9,10,8,64.2,expert,12.4,0.0,no,no,86.4,SUP-054,84.0,5.26,1.25,1.39,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.99,98.3918,354.2,1.968,91.9,40.4,,6.7,148.8,1013.58,1553.52,38.59,0.0,9.65,250,6150.0,1239.65,44.6,53.0661
MFG-LINE-PLT-005-05,PLT-005,WC-025,SHF-PLT-005-20230611-3,2023-06-11,3,446.4,PRD-2023-SKU-03162,automotive_body,WO-2023-10971,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,74.892,2.247,67.39,114.05,74.89,78.6,0.03,WC-001,74.69,90.67,WC-003,15.87,439,230,229,1,0,1,48.05,59.02,0.8141,99.9858,230,1.1,3,-47.61,2.8,446.4,287.2,0.6434,0.8142,0.9957,0.5215,16.17,31.0,159.2,52.5,1,equipment_failure,average,availability_loss,0.0,0,159.2,0.0,5,89.3,31.8,82.7,yes,105.7,0.0,17.9,0.0,0.0,35.7,no,corrective,23.7,6.7,14,11,81.5,skilled,20.0,0.0,no,no,34.0,SUP-186,142.0,5.13,1.21,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9858,98.0924,376.5,1.644,66.2,49.9,7.5,8.7,158.1,3428.18,6847.05,62.14,0.0,15.54,200,31840.0,6383.54,45.5,107.2814
MFG-LINE-PLT-004-04,PLT-004,WC-008,SHF-PLT-004-20220325-2,2022-03-25,2,445.6,PRD-2022-SKU-06447,industrial_machinery,WO-2022-31504,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,385.637,82.334,345.88,720.47,385.49,521.49,0.213,WC-001,425.09,99.9,WC-002,373.21,91,48,47,1,0,1,9.18,12.43,0.7385,99.6017,48,0.2,0,-47.25,0.49,445.6,412.6,0.9259,0.5618,0.9792,0.5093,15.76,30.94,33.0,37.4,1,reduced_speed,average,performance_loss,98.7,3,33.0,0.0,2,222.8,16.5,22.9,no,0.0,22.9,10.1,0.0,0.0,0.0,no,preventive,24.6,6.1,15,13,92.6,semi_skilled,12.5,0.0,no,no,28.5,SUP-198,3983.0,4.15,0.88,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6017,97.1996,177.0,3.767,37.0,24.4,,7.5,74.3,4906.31,10496.42,52.37,0.0,13.09,100,3300.0,673.09,39.3,381.2019
MFG-LINE-PLT-004-04,PLT-004,WC-035,SHF-PLT-004-20200329-3,2020-03-29,3,434.7,PRD-2020-SKU-07156,industrial_machinery,WO-2020-84129,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,406.962,86.886,358.27,881.64,455.83,550.32,0.213,WC-001,425.22,94.99,WC-002,394.53,89,51,50,1,0,1,8.7,12.43,0.6999,99.4522,51,1.2,3,-42.7,0.63,434.7,351.8,0.8093,0.6999,0.9804,0.5554,16.77,30.19,82.9,21.9,1,reduced_speed,average,performance_loss,0.0,0,82.9,0.0,4,108.7,20.7,38.0,yes,17.9,38.0,16.1,0.0,10.9,0.0,no,corrective,24.6,5.9,14,11,81.8,semi_skilled,15.2,0.0,no,yes,76.4,SUP-094,5478.0,4.04,0.85,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.4522,97.0951,136.7,2.733,34.6,16.5,,8.2,57.4,2218.94,4716.28,32.81,0.0,8.2,100,8290.0,1666.2,41.8,172.1706
MFG-LINE-PLT-005-03,PLT-005,WC-008,SHF-PLT-005-20210731-2,2021-07-31,2,423.4,PRD-2021-SKU-05011,automotive_body,WO-2021-61738,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,67.234,3.362,59.18,147.1,66.21,72.78,0.05,WC-001,68.1,92.08,WC-002,3.63,448,217,216,1,0,1,53.36,63.6,0.839,99.9853,217,0.3,0,-51.56,30.61,423.4,261.0,0.6164,0.7844,0.9954,0.4813,14.15,29.4,162.4,59.6,1,setup_adjustment,poor,availability_loss,17.0,1,162.4,0.0,7,60.5,23.2,39.4,yes,92.6,39.4,0.0,14.8,15.6,0.0,no,preventive,32.9,6.2,2,1,79.7,skilled,9.0,0.0,no,no,84.2,SUP-111,147.0,5.12,1.21,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9853,97.5992,563.5,2.609,153.4,40.1,11.3,7.9,236.7,344.81,681.21,81.71,0.0,20.43,200,32480.0,6516.43,27.4,86.8384
MFG-LINE-PLT-003-03,PLT-003,WC-042,SHF-PLT-003-20201121-3,2020-11-21,3,456.7,PRD-2020-SKU-04572,electronics_pcb,WO-2020-44962,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.714,0.586,10.87,16.86,11.75,12.68,0.05,WC-003,11.96,92.83,WC-001,0.0,2853,1860,1859,1,0,1,307.3,375.0,0.8195,99.9615,1860,2.3,8,-34.81,244.23,456.7,382.1,0.8367,0.7789,0.9995,0.6513,20.66,31.71,74.6,528.0,1,reduced_speed,average,performance_loss,18.9,1,74.6,0.0,6,76.1,12.4,37.6,yes,37.6,0.0,4.7,19.2,13.2,0.0,no,preventive,16.8,6.3,1,1,91.5,skilled,5.2,0.0,no,yes,45.6,SUP-106,385.0,4.86,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9615,98.6387,2074.6,1.116,431.0,172.6,,7.2,871.3,324.54,742.9,10.67,0.0,2.67,150,11190.0,2240.67,44.4,11.2499
MFG-LINE-PLT-007-01,PLT-007,WC-032,SHF-PLT-007-20230705-2,2023-07-05,2,468.7,PRD-2023-SKU-09695,industrial_machinery,WO-2023-05521,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,203.401,6.102,184.64,375.11,201.73,213.47,0.03,WC-006,206.94,92.49,WC-014,182.24,165,118,117,1,0,1,17.61,21.16,0.8322,99.8153,118,0.9,3,-28.48,7.49,468.7,429.7,0.9168,0.7785,0.9915,0.7077,23.04,32.55,39.0,33.6,1,reduced_speed,good,performance_loss,27.6,1,39.0,0.0,3,156.2,13.0,29.1,no,29.1,0.0,4.9,0.0,4.9,0.0,no,emergency,27.1,6.1,3,2,94.4,skilled,11.5,0.0,no,no,75.2,SUP-166,1847.0,4.4,0.97,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8153,99.5784,327.5,2.799,58.4,29.6,,8.1,137.5,883.75,804.26,38.76,0.0,9.69,100,3900.0,789.69,67.0,53.5187
MFG-LINE-PLT-004-03,PLT-004,WC-016,SHF-PLT-004-20220103-2,2022-01-03,2,441.7,PRD-2022-SKU-02689,industrial_machinery,WO-2022-01392,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,183.346,9.167,168.08,337.54,181.29,198.47,0.05,WC-004,186.03,92.24,WC-002,156.26,199,72,71,1,0,1,19.5,27.09,0.7198,99.8407,72,8.0,29,-63.82,0.42,441.7,307.0,0.695,0.5195,0.9861,0.356,10.92,30.67,134.7,66.6,1,idling_minor_stops,poor,performance_loss,85.5,4,134.7,0.0,6,73.6,22.5,55.2,yes,6.0,33.8,9.2,0.0,0.0,85.7,no,preventive,22.2,5.5,24,23,81.1,semi_skilled,3.9,0.0,no,no,37.3,SUP-110,1593.0,4.45,0.98,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8407,99.1187,192.8,2.716,39.1,13.2,,8.2,81.0,5748.18,5153.31,95.07,0.0,23.77,100,13470.0,2717.77,66.6,249.9511
MFG-LINE-PLT-001-01,PLT-001,WC-043,SHF-PLT-001-20240831-2,2024-08-31,2,428.0,PRD-2024-SKU-03737,pharmaceutical,WO-2024-12832,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.348,0.73,22.04,40.99,24.63,25.55,0.03,WC-008,24.96,93.21,WC-004,0.0,1258,861,860,1,0,1,147.83,176.47,0.8377,99.99,861,0.1,0,-31.56,10.05,428.0,399.1,0.9325,0.7335,0.9988,0.6832,20.31,29.72,28.9,312.8,1,idling_minor_stops,average,performance_loss,49.6,4,28.9,0.0,3,142.7,9.6,17.1,no,17.1,0.0,0.0,9.0,2.8,0.0,no,corrective,26.8,6.2,13,12,85.1,skilled,7.3,0.0,no,no,56.6,SUP-105,66.0,5.32,1.27,1.4,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.0158,1003.6,1.167,237.3,83.0,,8.4,421.5,5238.57,4526.33,47.6,0.0,11.9,300,8670.0,1745.9,42.4,59.0099
MFG-LINE-PLT-006-02,PLT-006,WC-026,SHF-PLT-006-20230726-1,2023-07-26,1,479.5,PRD-2023-SKU-05320,food_beverage,WO-2023-76557,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.409,0.889,6.73,9.72,7.09,8.88,0.12,WC-019,8.17,99.9,WC-001,0.0,4350,2834,2828,6,1,5,485.81,545.45,0.8907,99.8177,2835,0.5,1,-34.85,20.82,479.5,369.5,0.7706,0.8437,0.9979,0.6488,21.6,33.3,110.0,525.0,6,setup_adjustment,average,availability_loss,19.5,1,110.0,0.0,6,79.9,18.3,39.0,yes,39.0,37.8,15.8,8.7,8.7,0.0,no,preventive,15.5,6.4,19,17,67.1,skilled,5.3,0.0,no,yes,62.6,SUP-007,1823.0,4.41,0.97,1.06,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8177,97.2758,1156.7,0.409,245.3,133.8,,8.0,485.8,6744.84,13287.52,3.05,3.05,3.81,80,8800.0,1766.86,39.5,10.14
MFG-LINE-PLT-008-01,PLT-008,WC-049,SHF-PLT-008-20210119-3,2021-01-19,3,423.2,PRD-2021-SKU-05675,medical_devices,WO-2021-29749,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,129.722,15.567,115.39,246.7,129.54,155.41,0.12,WC-001,125.69,88.08,WC-002,98.11,222,195,194,1,0,1,27.65,31.61,0.8747,99.9879,195,0.7,1,-12.16,4.58,423.2,423.2,1.0,0.8747,0.9949,0.8703,25.58,29.39,0.0,27.9,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,423.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,7.3,6.6,8,6,86.9,expert,16.1,0.2,no,no,24.7,SUP-158,121.0,5.17,1.22,1.23,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9879,99.7929,215.1,1.109,46.2,19.0,,8.2,90.3,2117.05,2141.72,18.21,0.0,4.55,250,0.0,4.55,29.1,40.2563
MFG-LINE-PLT-004-01,PLT-004,WC-013,SHF-PLT-004-20240712-1,2024-07-12,1,460.3,PRD-2024-SKU-02665,industrial_machinery,WO-2024-09796,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.403,12.12,219.27,549.31,242.94,262.4,0.05,WC-005,251.0,94.13,WC-004,225.21,131,110,109,1,0,1,14.79,17.19,0.8604,99.9226,110,0.3,0,-16.03,1.78,460.3,446.3,0.9696,0.8601,0.9909,0.8264,26.42,31.97,14.0,17.9,1,idling_minor_stops,good,performance_loss,0.0,0,14.0,0.0,2,230.2,7.0,9.4,no,9.4,0.0,0.0,0.0,4.6,0.0,no,preventive,28.6,5.5,10,8,76.3,skilled,12.4,1.2,no,no,80.6,SUP-046,774.0,4.67,1.06,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9226,98.9645,312.0,2.862,70.9,43.7,,8.1,131.0,1265.34,3126.12,44.96,0.0,11.24,100,1400.0,291.24,69.1,85.6611
MFG-LINE-PLT-004-07,PLT-004,WC-016,SHF-PLT-004-20231221-3,2023-12-21,3,462.9,PRD-2023-SKU-04540,industrial_machinery,WO-2023-54083,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,244.497,12.225,231.23,380.66,249.42,264.67,0.05,WC-001,249.06,92.61,WC-002,226.45,139,91,90,1,0,1,14.72,18.05,0.8155,99.9246,91,2.0,7,-34.53,0.83,462.9,388.9,0.8402,0.7775,0.989,0.6461,20.77,32.15,74.0,26.0,1,idling_minor_stops,average,performance_loss,18.0,1,74.0,0.0,2,231.5,37.0,55.9,yes,74.0,0.0,0.0,0.0,0.0,0.0,no,preventive,22.9,6.9,15,14,93.5,skilled,3.2,0.0,no,no,68.7,SUP-005,754.0,4.67,1.06,1.07,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9246,97.2829,277.3,3.081,56.0,22.9,,7.9,116.5,2249.85,4785.17,30.41,0.0,7.6,100,7400.0,1487.6,37.5,108.9148
MFG-LINE-PLT-010-03,PLT-010,WC-018,SHF-PLT-010-20230919-3,2023-09-19,3,422.3,PRD-2023-SKU-01718,industrial_machinery,WO-2023-18801,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,42.945,5.153,36.51,97.62,41.54,51.45,0.12,WC-010,46.55,98.55,WC-001,0.0,727,493,492,1,0,1,83.73,103.45,0.8094,99.8545,493,1.3,4,-32.19,13.98,422.3,368.3,0.8721,0.7764,0.998,0.6758,19.82,29.32,54.0,142.0,1,reduced_speed,average,performance_loss,15.0,1,54.0,0.0,2,211.1,27.0,42.0,yes,42.0,12.0,0.0,0.0,0.0,0.0,no,emergency,29.1,5.7,6,5,62.2,skilled,9.3,0.0,no,yes,14.0,SUP-057,1455.0,4.48,0.99,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8545,99.147,1645.7,3.345,456.3,218.8,,7.8,691.2,2145.06,3306.04,12.12,0.0,3.03,100,5400.0,1083.03,69.6,23.2241
MFG-LINE-PLT-004-02,PLT-004,WC-047,SHF-PLT-004-20220722-3,2022-07-22,3,468.6,PRD-2022-SKU-08603,industrial_machinery,WO-2022-38802,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,285.094,53.883,269.71,667.78,275.39,374.0,0.189,WC-001,278.05,88.66,WC-002,269.09,124,68,67,1,0,1,12.53,16.0,0.7831,99.7104,68,3.3,7,-45.16,1.07,468.6,413.6,0.8826,0.6165,0.9853,0.5361,17.45,32.54,55.0,42.3,1,reduced_speed,average,performance_loss,88.0,2,55.0,0.0,3,156.2,18.3,34.0,yes,34.0,0.0,9.4,11.6,0.0,0.0,no,preventive,6.1,6.3,9,8,82.2,skilled,7.1,0.0,no,no,77.8,SUP-048,2896.0,4.26,0.92,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7104,98.1627,224.9,3.357,53.7,23.1,,7.8,94.5,2199.4,3329.83,86.78,0.0,21.7,100,5500.0,1121.7,65.8,170.601
MFG-LINE-PLT-010-01,PLT-010,WC-002,SHF-PLT-010-20200619-3,2020-06-19,3,425.8,PRD-2020-SKU-06512,industrial_machinery,WO-2020-64187,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,327.472,26.198,293.03,981.1,341.79,370.7,0.08,WC-003,347.47,96.46,WC-001,314.6,91,71,70,1,0,1,10.95,12.87,0.8508,99.8609,71,0.1,0,-21.98,0.76,425.8,389.0,0.9136,0.8508,0.9859,0.7664,22.66,29.57,36.8,12.5,1,idling_minor_stops,good,performance_loss,0.0,0,36.8,0.0,4,106.4,9.2,15.0,no,0.0,15.0,0.0,21.8,0.0,0.0,no,preventive,19.7,5.4,18,13,68.6,expert,23.0,0.0,no,no,84.8,SUP-169,1391.0,4.49,1.0,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8609,97.5377,170.7,2.439,37.9,23.6,,8.4,71.7,4885.89,11829.18,57.26,0.0,14.31,100,3680.0,750.31,28.9,296.8647
MFG-LINE-PLT-007-01,PLT-007,WC-044,SHF-PLT-007-20241205-2,2024-12-05,2,476.2,PRD-2024-SKU-01660,industrial_machinery,WO-2024-60214,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,205.261,6.158,182.43,275.14,201.31,215.42,0.03,WC-013,209.03,92.58,WC-003,184.1,167,119,118,1,0,1,17.45,21.16,0.8247,99.9324,119,0.1,0,-28.74,14.87,476.2,441.9,0.928,0.7634,0.9916,0.7025,23.23,33.07,34.3,36.9,1,idling_minor_stops,good,performance_loss,32.8,1,34.3,0.0,3,158.7,11.4,20.7,no,20.7,0.0,0.0,0.0,13.6,0.0,no,preventive,27.1,5.9,2,1,71.1,skilled,9.4,0.0,no,no,72.5,SUP-134,676.0,4.7,1.07,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9324,99.332,459.4,3.893,92.4,65.1,,7.4,192.9,149.77,180.73,38.91,0.0,9.73,100,3430.0,695.73,65.0,42.0406
MFG-LINE-PLT-010-02,PLT-010,WC-037,SHF-PLT-010-20210726-2,2021-07-26,2,463.7,PRD-2021-SKU-09155,industrial_machinery,WO-2021-53325,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,342.621,64.755,315.63,954.13,320.47,449.47,0.189,WC-005,373.99,99.23,WC-004,330.24,95,66,65,1,0,1,10.46,12.38,0.8449,99.5743,66,0.1,0,-30.53,1.4,463.7,405.0,0.8734,0.7901,0.9848,0.6796,21.88,32.2,58.7,17.5,1,idling_minor_stops,average,performance_loss,26.5,1,58.7,0.0,3,154.6,19.6,38.5,yes,0.0,38.5,10.3,9.9,0.0,0.0,no,emergency,32.7,5.8,7,6,72.2,skilled,4.1,0.0,no,no,27.2,SUP-012,4257.0,4.13,0.88,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.5743,99.516,220.7,3.395,46.4,19.0,,7.7,92.7,2563.94,2185.33,18.2,0.0,4.55,100,5870.0,1178.55,49.5,91.5457
MFG-LINE-PLT-007-01,PLT-007,WC-016,SHF-PLT-007-20201008-2,2020-10-08,2,440.9,PRD-2020-SKU-06692,industrial_machinery,WO-2020-36868,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,206.015,6.18,182.25,514.54,204.83,216.21,0.03,WC-003,212.17,93.63,WC-005,184.85,155,125,124,1,0,1,17.45,21.16,0.8247,99.9566,125,1.0,2,-19.35,16.87,440.9,429.8,0.9748,0.8245,0.992,0.7973,24.41,30.62,11.1,26.6,1,idling_minor_stops,good,performance_loss,0.0,0,11.1,0.0,2,220.5,5.6,5.8,no,0.0,0.0,0.0,11.1,0.0,0.0,no,preventive,27.1,5.0,1,1,60.5,skilled,0.6,0.0,no,yes,66.8,SUP-049,434.0,4.83,1.11,1.26,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9566,98.7062,511.9,4.128,136.5,51.8,,7.2,215.0,135.32,227.36,63.65,0.0,15.91,100,1110.0,237.91,71.8,67.0881
MFG-LINE-PLT-003-03,PLT-003,WC-023,SHF-PLT-003-20200515-2,2020-05-15,2,464.5,PRD-2020-SKU-09560,electronics_pcb,WO-2020-67141,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.46,0.523,9.09,15.44,10.36,11.32,0.05,WC-001,10.46,90.89,WC-003,0.0,2902,1479,1478,1,0,1,344.07,375.0,0.9175,99.9736,1479,3.9,14,-49.04,9.55,464.5,284.3,0.6121,0.8323,0.9993,0.5091,16.42,32.26,180.2,298.0,1,setup_adjustment,average,availability_loss,26.4,1,180.2,0.0,6,77.4,30.0,81.0,yes,118.6,14.1,8.1,21.0,0.0,18.5,no,corrective,16.8,7.8,23,20,84.1,expert,12.4,0.0,no,yes,82.1,SUP-009,264.0,4.97,1.16,1.33,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9736,97.1013,1398.2,0.946,329.5,168.9,,7.6,587.2,4721.77,10278.64,12.34,0.0,3.08,150,27030.0,5409.08,73.7,22.4975
MFG-LINE-PLT-010-02,PLT-010,WC-003,SHF-PLT-010-20231107-2,2023-11-07,2,449.0,PRD-2023-SKU-08993,industrial_machinery,WO-2023-89825,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,402.526,85.939,358.34,1104.79,417.35,544.33,0.213,WC-005,456.23,99.9,WC-003,390.15,90,57,55,2,0,2,8.93,12.38,0.7213,97.8043,57,1.2,2,-36.67,0.35,449.0,382.9,0.8528,0.7217,0.9649,0.5938,18.52,31.18,66.1,22.0,2,idling_minor_stops,average,performance_loss,0.0,0,66.1,0.0,5,89.8,13.2,19.4,no,33.8,0.0,0.0,17.4,14.9,0.0,no,preventive,32.7,3.9,23,21,86.4,semi_skilled,6.0,0.0,no,no,23.3,SUP-123,21957.0,3.51,0.67,0.73,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,97.8043,96.4467,185.4,3.371,36.6,11.1,,7.8,77.9,5808.59,8412.4,36.42,0.0,18.21,100,6610.0,1340.21,34.0,296.3078
MFG-LINE-PLT-004-02,PLT-004,WC-018,SHF-PLT-004-20210629-3,2021-06-29,3,455.0,PRD-2021-SKU-03885,industrial_machinery,WO-2021-82766,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,258.133,46.077,224.16,326.84,271.48,334.16,0.178,WC-001,305.92,99.9,WC-002,242.13,120,91,90,1,0,1,13.82,16.0,0.8638,99.6561,91,1.0,3,-24.17,5.93,455.0,417.8,0.9182,0.8167,0.989,0.7417,23.44,31.6,37.2,20.4,1,idling_minor_stops,good,performance_loss,22.8,1,37.2,0.0,3,151.7,12.4,23.9,no,0.0,0.0,0.0,9.4,3.9,23.9,no,corrective,6.1,6.5,3,2,74.0,multi_skilled,10.3,0.0,no,no,52.6,SUP-075,3439.0,4.2,0.9,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6561,98.7535,109.1,1.212,21.1,11.0,,9.2,45.8,419.57,573.02,35.87,0.0,8.97,100,3720.0,752.97,65.1,47.2973
MFG-LINE-PLT-008-01,PLT-008,WC-024,SHF-PLT-008-20240715-1,2024-07-15,1,438.8,PRD-2024-SKU-04257,medical_devices,WO-2024-76110,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,123.983,14.878,106.7,190.08,122.66,148.53,0.12,WC-003,129.35,94.84,WC-002,92.37,231,212,211,1,0,1,28.99,31.61,0.9171,99.9804,212,0.2,0,-8.23,1.8,438.8,438.8,1.0,0.9171,0.9953,0.9128,27.82,30.47,0.0,19.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,438.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,7.3,6.1,18,16,90.4,multi_skilled,6.2,0.0,no,no,73.3,SUP-057,196.0,5.05,1.18,1.35,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9804,98.9051,313.1,1.484,60.4,26.2,,7.5,131.5,6846.92,10600.44,14.31,0.0,3.58,250,0.0,3.58,38.8,97.0667
MFG-LINE-PLT-005-01,PLT-005,WC-011,SHF-PLT-005-20240403-2,2024-04-03,2,464.0,PRD-2024-SKU-06925,automotive_body,WO-2024-18025,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.846,5.022,35.82,52.72,42.46,50.13,0.12,WC-004,45.45,98.74,WC-002,0.0,809,571,570,1,0,1,85.99,104.65,0.8217,99.9695,571,3.1,11,-29.42,18.43,464.0,398.4,0.8586,0.8216,0.9982,0.7042,22.69,32.23,65.6,124.0,1,reduced_speed,good,performance_loss,0.0,0,65.6,0.0,6,77.3,10.9,23.7,no,0.0,0.0,23.7,11.4,30.5,0.0,no,corrective,20.8,4.8,5,4,85.3,skilled,9.6,0.0,no,yes,65.0,SUP-163,305.0,4.93,1.14,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9695,97.3943,1709.4,2.999,339.5,136.5,34.2,7.6,717.9,1592.36,2760.8,21.55,0.0,5.39,200,13120.0,2629.39,56.2,29.2249
MFG-LINE-PLT-005-06,PLT-005,WC-013,SHF-PLT-005-20210928-2,2021-09-28,2,462.0,PRD-2021-SKU-08788,automotive_body,WO-2021-62738,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,101.382,5.069,90.65,282.52,102.01,109.75,0.05,WC-010,105.24,94.37,WC-009,53.38,369,237,236,1,0,1,35.46,48.0,0.7388,99.9663,237,1.7,4,-35.77,2.04,462.0,401.0,0.868,0.7387,0.9958,0.6385,20.49,32.09,61.0,83.8,1,idling_minor_stops,average,performance_loss,0.0,0,61.0,0.0,4,115.5,15.3,24.8,no,17.9,29.7,0.0,13.4,0.0,0.0,no,corrective,32.1,4.7,17,15,86.8,semi_skilled,10.7,1.9,no,no,36.3,SUP-120,337.0,4.9,1.13,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9663,97.1581,364.1,1.543,85.9,40.0,7.3,8.8,152.9,7221.44,11370.55,30.08,0.0,7.52,200,12200.0,2447.52,35.1,108.9871
MFG-LINE-PLT-003-05,PLT-003,WC-002,SHF-PLT-003-20240804-1,2024-08-04,1,427.3,PRD-2024-SKU-05161,electronics_pcb,WO-2024-31966,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,41.535,4.984,36.79,112.74,39.92,49.76,0.12,WC-001,41.81,91.52,WC-004,0.0,655,516,515,1,0,1,86.62,92.07,0.9408,99.9443,516,0.0,0,-21.22,18.08,427.3,357.4,0.8364,0.9408,0.9981,0.7854,23.31,29.67,69.9,32.5,1,setup_adjustment,good,availability_loss,0.0,0,69.9,0.0,3,142.4,23.3,31.0,yes,57.1,0.0,0.0,0.0,12.8,0.0,no,predictive,2.5,6.2,5,4,88.8,multi_skilled,7.1,0.0,no,no,51.0,SUP-169,557.0,4.76,1.09,1.24,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9443,99.3505,608.2,1.181,111.5,77.5,,7.0,255.4,1191.02,2906.06,14.63,0.0,3.66,150,10485.0,2100.66,71.0,22.6139
MFG-LINE-PLT-004-06,PLT-004,WC-047,SHF-PLT-004-20220718-3,2022-07-18,3,436.6,PRD-2022-SKU-07567,industrial_machinery,WO-2022-18785,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,196.841,23.621,174.78,383.24,199.43,235.82,0.12,WC-001,203.07,93.79,WC-003,164.87,231,127,126,1,0,1,18.24,31.97,0.5705,99.5904,127,2.1,5,-45.02,0.96,436.6,417.8,0.9569,0.5705,0.9921,0.5416,16.42,30.32,18.8,95.6,1,reduced_speed,average,performance_loss,0.0,0,18.8,0.0,1,436.6,18.8,18.8,no,0.0,0.0,0.0,0.0,0.0,18.8,no,preventive,6.6,6.4,20,18,76.8,trainee,7.2,0.0,no,yes,25.4,SUP-185,4096.0,4.14,0.88,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5904,97.1455,424.0,3.365,82.3,59.9,,7.8,178.1,4680.43,5672.97,93.4,0.0,23.35,100,1880.0,399.35,73.0,176.3111
MFG-LINE-PLT-005-04,PLT-005,WC-008,SHF-PLT-005-20200704-2,2020-07-04,2,451.5,PRD-2020-SKU-07284,automotive_body,WO-2020-26713,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.793,6.095,46.91,146.76,49.04,60.85,0.12,WC-001,51.59,92.34,WC-003,0.0,580,424,423,1,0,1,70.81,77.25,0.9166,99.9182,424,1.7,6,-26.9,3.51,451.5,359.3,0.7958,0.9166,0.9976,0.7277,22.81,31.35,92.2,38.6,1,setup_adjustment,good,availability_loss,0.0,0,92.2,0.0,6,75.2,15.4,21.7,no,18.8,36.8,36.6,0.0,0.0,0.0,no,emergency,15.6,5.8,19,16,81.9,expert,12.7,0.2,no,yes,80.1,SUP-070,818.0,4.65,1.05,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9182,98.4759,1202.6,2.843,226.9,144.5,24.1,7.7,505.1,3325.47,6145.74,31.72,0.0,7.93,200,18440.0,3695.93,71.8,54.1856
MFG-LINE-PLT-002-02,PLT-002,WC-014,SHF-PLT-002-20210517-1,2021-05-17,1,460.3,PRD-2021-SKU-09115,electronics_pcb,WO-2021-40116,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.293,0.399,11.52,29.06,13.19,13.95,0.03,WC-002,13.42,91.77,WC-009,0.0,2157,2028,2027,1,0,1,270.78,281.25,0.9628,99.986,2028,0.3,0,-5.98,15.54,460.3,449.4,0.9763,0.9628,0.9995,0.9395,30.03,31.96,10.9,78.4,1,reduced_speed,world_class,performance_loss,0.0,0,10.9,0.0,1,460.3,10.9,10.9,no,0.0,0.0,10.9,0.0,0.0,0.0,no,corrective,2.0,6.6,20,17,67.5,expert,11.3,1.8,no,no,29.1,SUP-006,140.0,5.13,1.21,1.38,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.986,98.3198,3212.8,1.585,826.7,434.7,,6.0,1349.4,4586.86,7444.86,5.93,0.0,1.48,150,1635.0,328.48,41.9,11.8687
MFG-LINE-PLT-005-05,PLT-005,WC-004,SHF-PLT-005-20220930-1,2022-09-30,1,422.8,PRD-2022-SKU-08105,automotive_body,WO-2022-48562,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,76.811,2.304,70.82,142.73,78.7,80.61,0.03,WC-003,77.56,91.8,WC-002,17.79,415,229,228,1,0,1,46.85,59.02,0.7938,99.99,229,0.5,1,-44.82,1.62,422.8,376.4,0.8903,0.6185,0.9956,0.5482,16.1,29.36,46.4,141.3,1,reduced_speed,average,performance_loss,83.1,2,46.4,0.0,1,422.8,46.4,46.4,yes,46.4,0.0,0.0,0.0,0.0,0.0,no,preventive,23.7,6.2,22,20,89.5,semi_skilled,8.6,0.0,no,yes,48.3,SUP-185,77.0,5.28,1.26,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.0902,608.5,2.669,160.1,31.6,12.2,7.9,255.6,3380.31,2863.84,53.67,0.0,13.42,200,9280.0,1869.42,52.5,81.292
MFG-LINE-PLT-002-01,PLT-002,WC-048,SHF-PLT-002-20240607-1,2024-06-07,1,440.3,PRD-2024-SKU-09782,electronics_pcb,WO-2024-75818,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,39.811,1.991,34.04,59.85,40.75,43.1,0.05,WC-002,38.27,87.39,WC-001,0.0,693,424,423,1,0,1,90.37,94.49,0.9564,99.9719,424,0.3,1,-38.82,7.21,440.3,394.9,0.8969,0.6819,0.9976,0.6101,18.65,30.57,45.4,197.8,1,reduced_speed,average,performance_loss,113.3,3,45.4,0.0,2,220.1,22.7,27.8,no,0.0,45.4,0.0,0.0,0.0,0.0,no,preventive,26.7,6.0,10,8,91.1,expert,12.2,0.0,no,no,24.7,SUP-089,281.0,4.95,1.15,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9719,99.7304,108.3,0.256,29.0,9.2,,9.4,45.5,3382.81,8084.5,9.74,0.0,2.44,150,6810.0,1364.44,72.8,36.8725
MFG-LINE-PLT-004-04,PLT-004,WC-021,SHF-PLT-004-20201018-1,2020-10-18,1,478.7,PRD-2020-SKU-04048,industrial_machinery,WO-2020-87304,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,303.69,53.146,259.3,672.41,305.01,391.38,0.175,WC-001,314.58,94.17,WC-002,291.26,98,71,70,1,0,1,11.73,12.43,0.9437,99.6905,71,0.1,0,-27.55,0.97,478.7,403.8,0.8435,0.8489,0.9859,0.706,23.47,33.24,74.9,12.6,1,equipment_failure,good,availability_loss,40.7,2,74.9,0.0,3,159.6,25.0,49.6,yes,49.6,0.0,21.3,0.0,4.1,0.0,no,emergency,24.6,5.1,10,9,62.0,expert,1.4,0.0,no,yes,77.8,SUP-152,3095.0,4.24,0.91,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6905,97.4541,217.6,3.109,35.7,12.8,,7.9,91.4,3163.84,4316.42,59.1,0.0,14.78,100,7490.0,1512.78,53.2,166.8051
MFG-LINE-PLT-010-04,PLT-010,WC-010,SHF-PLT-010-20210102-2,2021-01-02,2,430.4,PRD-2021-SKU-03670,industrial_machinery,WO-2021-85636,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,320.703,38.484,276.83,875.99,322.45,384.2,0.12,WC-008,333.82,94.63,WC-005,307.08,97,68,67,1,0,1,11.17,13.62,0.8201,99.9096,68,3.8,11,-29.9,0.55,430.4,365.3,0.8487,0.8201,0.9853,0.6858,20.5,29.89,65.1,14.9,1,idling_minor_stops,average,performance_loss,0.0,0,65.1,0.0,3,143.5,21.7,42.8,yes,42.8,13.8,8.4,0.0,0.0,0.0,no,corrective,14.7,5.5,20,17,69.2,skilled,11.2,0.0,no,no,83.4,SUP-108,904.0,4.62,1.04,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,yes,99.9096,98.1569,216.5,3.232,42.4,12.5,,7.8,90.9,7512.81,11779.68,43.97,0.0,10.99,100,6510.0,1312.99,71.9,332.5739
MFG-LINE-PLT-006-01,PLT-006,WC-034,SHF-PLT-006-20220906-3,2022-09-06,3,475.7,PRD-2022-SKU-08631,food_beverage,WO-2022-19133,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.173,3.501,26.96,81.74,27.86,34.95,0.12,WC-002,30.43,94.81,WC-004,0.0,1159,853,852,1,0,1,123.37,146.34,0.843,99.9088,853,2.6,6,-26.4,53.73,475.7,414.8,0.872,0.8431,0.9988,0.7343,24.26,33.04,60.9,158.8,1,idling_minor_stops,good,performance_loss,0.0,0,60.9,0.0,7,68.0,8.7,12.3,no,0.0,7.0,33.7,20.2,0.0,0.0,no,corrective,33.4,5.1,3,2,61.2,expert,16.5,0.0,no,no,87.2,SUP-124,912.0,4.62,1.04,1.11,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9088,97.8313,309.3,0.363,54.4,33.4,,8.2,129.9,950.7,1258.73,7.81,0.0,1.95,80,4872.0,976.35,38.3,10.4124
MFG-LINE-PLT-001-02,PLT-001,WC-011,SHF-PLT-001-20200217-1,2020-02-17,1,443.7,PRD-2020-SKU-04241,pharmaceutical,WO-2020-82795,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.391,10.658,49.15,155.14,54.08,73.98,0.189,WC-001,69.12,99.9,WC-005,0.0,523,458,457,1,0,1,63.81,70.87,0.9004,99.9829,458,1.9,6,-12.43,4.41,443.7,430.6,0.9705,0.9005,0.9978,0.872,26.87,30.81,13.1,50.6,1,idling_minor_stops,world_class,performance_loss,0.0,0,13.1,0.0,1,443.7,13.1,13.1,no,0.0,0.0,13.1,0.0,0.0,0.0,no,preventive,22.7,6.3,16,14,87.3,skilled,7.1,0.0,no,no,66.1,SUP-094,171.0,5.08,1.19,1.21,contamination,labelling,100pct_manual,yes,no,no,no,99.9829,99.6092,522.8,1.144,107.9,58.6,,8.5,219.6,2194.92,3691.97,15.2,0.0,3.8,300,3930.0,789.8,71.2,28.1149
MFG-LINE-PLT-004-06,PLT-004,WC-047,SHF-PLT-004-20240816-3,2024-08-16,3,457.4,PRD-2024-SKU-02037,industrial_machinery,WO-2024-48757,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,137.296,16.476,125.13,270.76,142.47,164.48,0.12,WC-003,155.09,99.9,WC-001,105.33,242,159,158,1,0,1,26.16,31.97,0.8183,99.6595,159,0.6,1,-34.3,1.3,457.4,407.7,0.8913,0.7319,0.9937,0.6483,20.59,31.76,49.7,58.2,1,reduced_speed,average,performance_loss,43.0,3,49.7,0.0,4,114.3,12.4,20.0,no,0.0,13.9,20.0,15.8,0.0,0.0,no,predictive,6.6,8.1,17,16,75.1,skilled,1.3,0.0,no,no,60.3,SUP-095,3405.0,4.21,0.9,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6595,99.1416,415.7,2.631,75.5,49.8,,8.2,174.6,6402.92,7398.97,58.32,0.0,14.58,100,4970.0,1008.58,49.7,146.0428
MFG-LINE-PLT-010-04,PLT-010,WC-042,SHF-PLT-010-20210126-2,2021-01-26,2,468.8,PRD-2021-SKU-05178,industrial_machinery,WO-2021-81827,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,313.134,37.576,283.92,703.02,320.24,375.13,0.12,WC-007,325.8,94.59,WC-006,299.51,106,70,69,1,0,1,11.41,13.62,0.8377,99.7718,70,0.2,0,-33.96,0.44,468.8,368.0,0.785,0.8379,0.9857,0.6483,21.11,32.56,100.8,13.5,1,equipment_failure,average,availability_loss,0.0,0,100.8,0.0,4,117.2,25.2,80.8,yes,80.8,0.0,0.0,0.0,20.0,0.0,no,preventive,14.7,5.4,21,20,74.0,skilled,1.0,0.0,no,no,56.4,SUP-077,2282.0,4.34,0.95,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7718,99.6911,234.0,3.392,57.5,26.3,,7.7,98.3,9333.88,15207.59,40.03,0.0,10.01,100,10080.0,2026.01,34.5,396.2836
MFG-LINE-PLT-005-05,PLT-005,WC-001,SHF-PLT-005-20230409-2,2023-04-09,2,434.5,PRD-2023-SKU-01099,automotive_body,WO-2023-73059,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,72.76,2.183,66.67,207.01,72.02,76.36,0.03,WC-002,74.43,93.0,WC-001,13.74,427,306,305,1,0,1,49.32,59.02,0.8356,99.99,306,0.1,0,-28.34,3.24,434.5,418.3,0.9627,0.7437,0.9967,0.7136,21.53,30.18,16.2,105.5,1,idling_minor_stops,good,performance_loss,46.1,2,16.2,0.0,2,217.3,8.1,13.2,no,3.0,0.0,0.0,13.2,0.0,0.0,no,corrective,23.7,4.6,14,13,84.7,skilled,0.4,0.0,no,no,58.8,SUP-081,88.0,5.25,1.25,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.0083,781.4,2.562,184.4,84.8,15.6,8.0,328.2,3584.21,4738.71,29.04,0.0,7.26,200,3240.0,655.26,48.7,56.4235
MFG-LINE-PLT-004-06,PLT-004,WC-039,SHF-PLT-004-20230323-2,2023-03-23,2,420.7,PRD-2023-SKU-09474,industrial_machinery,WO-2023-50123,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,131.901,15.828,123.58,394.2,128.43,158.02,0.12,WC-003,131.28,90.48,WC-002,99.93,223,187,186,1,0,1,27.26,31.97,0.8527,99.8396,187,0.7,2,-16.14,1.33,420.7,411.7,0.9786,0.8525,0.9947,0.8298,24.24,29.21,9.0,32.4,1,idling_minor_stops,good,performance_loss,0.0,0,9.0,0.0,1,420.7,9.0,9.0,no,0.0,0.0,9.0,0.0,0.0,0.0,no,corrective,6.6,6.5,23,20,89.7,skilled,11.0,0.1,no,no,32.2,SUP-123,1604.0,4.45,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8396,99.2012,446.2,2.399,121.1,34.0,,8.4,187.4,4647.03,10988.71,30.75,0.0,7.69,100,900.0,187.69,37.4,114.9784
MFG-LINE-PLT-004-05,PLT-004,WC-039,SHF-PLT-004-20200525-2,2020-05-25,2,430.6,PRD-2020-SKU-04082,industrial_machinery,WO-2020-79616,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,177.379,8.869,157.07,284.66,182.84,192.01,0.05,WC-003,181.8,93.18,WC-008,153.59,170,133,132,1,0,1,20.25,23.79,0.8512,99.922,133,1.8,4,-21.76,9.2,430.6,407.2,0.9457,0.8236,0.9925,0.773,23.11,29.9,23.4,28.5,1,idling_minor_stops,good,performance_loss,13.2,1,23.4,0.0,1,430.6,23.4,23.4,no,0.0,23.4,0.0,0.0,0.0,0.0,no,emergency,3.8,7.0,3,2,79.0,skilled,9.4,0.0,no,no,49.6,SUP-040,780.0,4.66,1.05,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.922,98.4162,367.1,2.781,101.6,18.8,,8.1,154.2,651.74,1073.02,29.07,0.0,7.27,100,2340.0,475.27,30.2,42.3566
MFG-LINE-PLT-002-02,PLT-002,WC-001,SHF-PLT-002-20200128-2,2020-01-28,2,434.9,PRD-2020-SKU-03562,electronics_pcb,WO-2020-30148,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.005,0.42,12.7,36.9,13.99,14.7,0.03,WC-009,14.21,92.26,WC-001,0.0,2038,1507,1506,1,0,1,257.01,281.25,0.9138,99.9852,1507,1.5,4,-26.05,9.45,434.9,413.5,0.9508,0.7776,0.9993,0.7388,22.31,30.2,21.4,431.0,1,idling_minor_stops,good,performance_loss,61.6,2,21.4,0.0,2,217.4,10.7,10.8,no,0.0,10.5,0.0,10.8,0.0,0.0,no,corrective,2.0,7.2,23,22,79.7,expert,2.4,0.0,no,no,42.8,SUP-023,148.0,5.12,1.21,1.31,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9852,98.1736,1028.6,0.683,187.5,151.9,,8.3,432.0,6753.0,9356.57,29.51,0.0,7.38,150,3210.0,649.38,30.6,40.2265
MFG-LINE-PLT-005-05,PLT-005,WC-020,SHF-PLT-005-20210114-2,2021-01-14,2,438.0,PRD-2021-SKU-01848,automotive_body,WO-2021-02106,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,81.28,2.438,69.18,116.02,81.12,85.3,0.03,WC-002,81.98,91.69,WC-003,22.26,430,207,206,1,0,1,44.24,59.02,0.7496,99.9853,207,0.4,0,-51.86,1.88,420.2,381.7,0.9084,0.5513,0.9952,0.4984,14.54,29.18,38.5,168.5,1,idling_minor_stops,poor,performance_loss,118.7,3,38.5,17.8,4,109.5,9.6,12.1,no,12.1,0.0,0.0,16.1,10.4,0.0,yes,corrective,23.7,7.9,17,15,91.0,semi_skilled,11.3,0.0,no,no,29.0,SUP-178,147.0,5.12,1.21,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9853,97.7462,624.4,3.031,153.1,63.4,12.5,7.6,262.2,6068.57,8795.22,60.73,0.0,15.18,200,7700.0,1555.18,52.2,133.1791
MFG-LINE-PLT-006-02,PLT-006,WC-046,SHF-PLT-006-20230813-1,2023-08-13,1,429.9,PRD-2023-SKU-02683,food_beverage,WO-2023-01965,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.679,1.041,7.74,24.76,8.98,10.4,0.12,WC-019,9.77,99.9,WC-011,0.0,3900,2429,2424,5,1,4,414.65,545.45,0.7602,99.7974,2430,0.0,0,-37.72,21.14,429.9,380.3,0.8846,0.7026,0.9979,0.6203,18.52,29.85,49.6,1028.2,5,idling_minor_stops,average,performance_loss,28.8,3,49.6,0.0,2,214.9,24.8,42.0,yes,42.0,7.6,0.0,0.0,0.0,0.0,no,corrective,15.5,5.3,17,16,87.5,semi_skilled,5.0,0.0,no,yes,29.6,SUP-067,2026.0,4.37,0.96,1.04,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7974,97.5445,986.6,0.407,264.4,93.0,,8.0,414.4,4818.36,10178.36,5.62,5.62,5.62,80,3968.0,804.84,69.2,11.8184
MFG-LINE-PLT-005-01,PLT-005,WC-043,SHF-PLT-005-20210724-3,2021-07-24,3,424.4,PRD-2021-SKU-07391,automotive_body,WO-2021-73238,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.061,5.047,37.58,55.89,43.52,50.39,0.12,WC-002,42.35,91.54,WC-001,0.0,739,545,544,1,0,1,85.54,104.65,0.8174,99.9561,545,1.0,2,-26.25,9.61,424.4,406.1,0.9569,0.7695,0.9982,0.7349,21.66,29.47,18.3,163.3,1,reduced_speed,good,performance_loss,23.8,2,18.3,0.0,1,424.4,18.3,18.3,no,18.3,0.0,0.0,0.0,0.0,0.0,no,predictive,20.8,7.2,9,8,90.9,skilled,9.3,1.5,no,no,34.0,SUP-164,439.0,4.83,1.11,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9561,97.0885,1009.7,1.856,202.0,82.5,20.2,8.5,424.1,2224.22,4170.37,69.38,0.0,17.34,200,3660.0,749.34,45.7,81.2623
MFG-LINE-PLT-002-01,PLT-002,WC-023,SHF-PLT-002-20220701-2,2022-07-01,2,475.5,PRD-2022-SKU-01018,electronics_pcb,WO-2022-82105,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,46.304,2.315,40.34,78.57,47.15,50.12,0.05,WC-001,46.62,91.52,WC-002,0.0,748,596,595,1,0,1,77.69,94.49,0.8222,99.9658,596,3.1,10,-20.32,7.51,475.5,460.3,0.968,0.8223,0.9983,0.7946,26.24,33.02,15.2,128.8,1,reduced_speed,good,performance_loss,0.0,0,15.2,0.0,1,475.5,15.2,15.2,no,15.2,0.0,0.0,0.0,0.0,0.0,no,corrective,26.7,5.3,12,10,89.5,skilled,14.1,0.0,no,no,41.0,SUP-143,342.0,4.9,1.13,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9658,98.0687,440.3,0.74,86.5,31.1,,8.2,184.9,1934.64,4345.51,11.65,0.0,2.91,150,2280.0,458.91,25.1,22.2245
MFG-LINE-PLT-005-06,PLT-005,WC-042,SHF-PLT-005-20210704-1,2021-07-04,1,447.0,PRD-2021-SKU-06921,automotive_body,WO-2021-82307,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,80.293,4.015,72.78,228.34,81.24,86.92,0.05,WC-002,82.88,93.84,WC-010,32.29,357,241,240,1,0,1,44.71,48.0,0.9315,99.99,241,1.3,2,-32.49,3.22,447.0,323.4,0.7235,0.9314,0.9959,0.6711,20.83,31.04,123.6,17.7,1,setup_adjustment,average,availability_loss,0.0,0,123.6,0.0,7,63.9,17.7,49.1,yes,49.1,45.6,15.5,5.3,8.1,0.0,no,preventive,32.1,5.8,11,10,91.3,expert,0.6,0.0,no,no,30.4,SUP-160,97.0,5.23,1.24,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.99,98.2618,511.0,2.129,104.1,29.7,10.2,8.3,214.6,1578.19,3149.85,31.29,0.0,7.82,200,24720.0,4951.82,42.5,51.1205
MFG-LINE-PLT-003-05,PLT-003,WC-005,SHF-PLT-003-20210211-3,2021-02-11,3,475.6,PRD-2021-SKU-08019,electronics_pcb,WO-2021-94494,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.775,5.493,39.88,104.98,46.34,54.84,0.12,WC-003,48.54,96.41,WC-001,0.0,729,514,513,1,0,1,78.59,92.07,0.8536,99.8989,514,0.4,1,-29.49,6.47,437.0,371.7,0.8506,0.9012,0.9981,0.765,23.22,30.35,65.3,56.4,1,setup_adjustment,good,availability_loss,17.9,1,65.3,38.6,3,158.5,21.8,29.5,no,52.6,12.7,0.0,0.0,0.0,0.0,yes,emergency,2.5,6.3,13,10,77.9,expert,19.8,2.0,no,no,10.3,SUP-198,1011.0,4.59,1.03,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8989,98.8601,227.3,0.443,45.2,14.8,,8.9,95.5,1478.42,2252.34,8.17,0.0,2.04,150,9795.0,1961.04,26.8,15.4584
MFG-LINE-PLT-004-04,PLT-004,WC-002,SHF-PLT-004-20210410-1,2021-04-10,1,454.6,PRD-2021-SKU-09140,industrial_machinery,WO-2021-54610,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,306.345,53.61,262.39,379.43,288.38,394.8,0.175,WC-001,321.55,95.42,WC-002,293.92,93,68,67,1,0,1,11.62,12.43,0.9348,99.7955,68,0.2,0,-26.88,1.77,454.6,423.2,0.9309,0.7757,0.9853,0.7115,22.46,31.57,31.4,19.7,1,idling_minor_stops,good,performance_loss,72.2,2,31.4,0.0,1,454.6,31.4,31.4,yes,31.4,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,5.7,6,5,83.4,expert,9.7,0.0,no,yes,52.9,SUP-192,2045.0,4.37,0.96,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7955,99.4068,180.0,2.687,36.5,12.2,,8.2,75.6,1277.68,1797.6,37.24,0.0,9.31,100,3140.0,637.31,26.7,83.6955
MFG-LINE-PLT-002-04,PLT-002,WC-008,SHF-PLT-002-20240315-1,2024-03-15,1,479.7,PRD-2024-SKU-03397,electronics_pcb,WO-2024-98707,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.571,3.965,16.82,46.97,18.46,25.11,0.213,WC-004,20.47,99.9,WC-003,0.0,2034,644,641,3,0,3,193.69,255.32,0.7586,99.681,644,2.8,7,-68.34,4.72,479.7,211.0,0.4399,0.7173,0.9953,0.314,10.46,33.31,268.7,253.8,3,equipment_failure,poor,availability_loss,11.5,1,268.6743654951764,0.0,3,159.9,8.5,268.6743654951764,yes,0.0,2.6,12.1,0.0,10.8,0.0,no,preventive,15.6,2.8,18,17,76.7,semi_skilled,1.0,0.0,no,no,77.8,SUP-083,3190.0,4.23,0.91,0.96,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.681,98.3872,613.4,0.957,108.4,57.8,,7.6,257.6,3336.03,8045.28,7.17,0.0,5.38,150,40301.15,8065.61,60.3,24.9591
MFG-LINE-PLT-002-01,PLT-002,WC-014,SHF-PLT-002-20210203-1,2021-02-03,1,441.4,PRD-2021-SKU-03370,electronics_pcb,WO-2021-54257,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.222,2.411,41.53,118.7,47.81,52.2,0.05,WC-002,49.25,92.85,WC-001,0.0,694,532,531,1,0,1,74.62,94.49,0.7897,99.8764,532,1.1,3,-23.34,72.18,441.4,427.8,0.9692,0.7897,0.9981,0.7639,23.41,30.65,13.6,141.7,1,reduced_speed,good,performance_loss,0.0,0,13.6,0.0,1,441.4,13.6,13.6,no,0.0,0.0,0.0,13.6,0.0,0.0,no,preventive,26.7,5.5,2,1,74.9,semi_skilled,2.9,1.9,no,no,83.4,SUP-104,1236.0,4.53,1.01,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8764,98.8013,585.7,1.103,141.8,48.1,,7.2,246.0,338.28,625.61,8.9,0.0,2.23,150,2040.0,410.23,65.6,10.732
MFG-LINE-PLT-010-01,PLT-010,WC-013,SHF-PLT-010-20200205-3,2020-02-05,3,471.9,PRD-2020-SKU-03443,industrial_machinery,WO-2020-97898,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,319.954,25.596,289.99,435.81,311.83,362.19,0.08,WC-001,336.99,95.75,WC-004,307.08,101,71,70,1,0,1,11.18,12.87,0.8687,99.9445,71,0.7,2,-29.7,1.11,471.9,381.1,0.8076,0.8686,0.9859,0.6916,22.66,32.77,90.8,10.7,1,setup_adjustment,average,availability_loss,0.0,0,90.8,0.0,6,78.6,15.1,39.4,yes,39.4,0.0,25.9,25.5,0.0,0.0,no,preventive,19.7,6.8,9,8,79.9,expert,10.3,0.0,no,yes,60.4,SUP-144,555.0,4.76,1.09,1.24,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9445,98.066,149.9,2.142,30.5,10.3,,8.6,63.0,2480.65,3373.02,40.35,0.0,10.09,100,9080.0,1826.09,29.8,124.5503
MFG-LINE-PLT-003-04,PLT-003,WC-035,SHF-PLT-003-20240703-2,2024-07-03,2,468.7,PRD-2024-SKU-07989,electronics_pcb,WO-2024-36814,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.482,1.574,29.48,68.09,31.98,34.08,0.05,WC-008,31.92,92.19,WC-004,0.0,1037,827,826,1,0,1,114.22,132.84,0.8598,99.9497,827,0.1,0,-20.25,15.11,468.7,434.4,0.9268,0.8599,0.9988,0.796,25.91,32.55,34.3,134.7,1,reduced_speed,good,performance_loss,0.0,0,34.3,0.0,3,156.2,11.4,20.5,no,8.5,20.5,0.0,0.0,5.4,0.0,no,predictive,11.0,6.5,8,7,62.7,skilled,3.5,0.0,no,no,24.2,SUP-125,503.0,4.79,1.1,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9497,98.7168,640.1,0.775,134.9,52.9,,8.1,268.8,1821.27,4127.76,7.5,0.0,1.88,150,5145.0,1030.88,59.1,14.7113
MFG-LINE-PLT-010-04,PLT-010,WC-009,SHF-PLT-010-20220819-1,2022-08-19,1,479.2,PRD-2022-SKU-06667,industrial_machinery,WO-2022-20215,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,335.08,40.21,315.22,624.95,341.44,401.43,0.12,WC-004,348.81,94.63,WC-003,321.46,108,56,55,1,0,1,10.72,13.62,0.7871,99.7667,56,1.8,6,-48.15,2.3,479.2,353.3,0.7373,0.6981,0.9821,0.5055,16.82,33.28,125.9,24.2,1,idling_minor_stops,average,performance_loss,40.0,1,125.9,0.0,5,95.8,25.2,65.0,yes,98.3,0.0,17.3,10.4,0.0,0.0,no,preventive,14.7,5.9,4,3,80.9,semi_skilled,3.9,0.0,no,no,74.5,SUP-017,2333.0,4.33,0.94,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7667,99.4385,153.8,2.797,29.4,14.6,,8.1,64.6,1134.11,1885.11,52.34,0.0,13.09,100,12590.0,2531.09,43.9,108.1865
MFG-LINE-PLT-002-04,PLT-002,WC-046,SHF-PLT-002-20230710-3,2023-07-10,3,478.3,PRD-2023-SKU-09495,electronics_pcb,WO-2023-42730,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.619,3.33,16.04,38.28,17.74,23.11,0.189,WC-002,20.01,99.9,WC-004,0.0,2029,1144,1140,4,2,2,204.23,255.32,0.7999,99.7018,1146,0.8,2,-43.62,9.53,478.3,399.5,0.8353,0.6729,0.9965,0.5601,18.61,33.22,78.8,556.1,4,idling_minor_stops,average,performance_loss,63.4,3,78.8,0.0,4,119.6,19.7,34.7,yes,78.8,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.9,21,15,64.8,skilled,24.9,0.0,no,yes,50.0,SUP-183,2982.0,4.25,0.92,0.99,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7018,98.1521,1301.9,1.142,237.7,141.4,,7.1,546.8,5293.01,5684.85,17.01,34.02,8.51,150,11820.0,2406.53,50.3,26.6994
MFG-LINE-PLT-004-01,PLT-004,WC-012,SHF-PLT-004-20220106-1,2022-01-06,1,436.7,PRD-2022-SKU-02578,industrial_machinery,WO-2022-25370,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,218.93,10.946,207.51,438.12,224.2,236.99,0.05,WC-006,230.37,95.66,WC-001,201.74,125,102,101,1,0,1,16.42,17.19,0.9552,99.9532,102,0.5,1,-18.4,1.73,436.7,393.0,0.8999,0.9057,0.9902,0.8071,24.48,30.33,43.7,10.6,1,setup_adjustment,good,availability_loss,20.4,2,43.7,0.0,3,145.6,14.6,20.2,no,20.2,15.9,0.0,7.7,0.0,0.0,no,preventive,28.6,6.4,9,8,71.1,expert,3.9,0.0,no,yes,59.6,SUP-097,468.0,4.81,1.1,1.23,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9532,99.7304,247.8,2.453,57.4,18.3,,8.4,104.1,2394.6,5920.53,32.26,0.0,8.06,100,4370.0,882.06,69.3,114.9074
MFG-LINE-PLT-005-02,PLT-005,WC-047,SHF-PLT-005-20231014-1,2023-10-14,1,429.3,PRD-2023-SKU-07167,automotive_body,WO-2023-27869,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,50.918,4.073,44.76,66.96,50.55,57.64,0.08,WC-002,54.55,97.39,WC-001,0.0,542,396,395,1,0,1,70.65,75.79,0.9322,99.99,396,0.0,0,-26.94,2.51,429.3,386.9,0.9012,0.8102,0.9975,0.7284,21.72,29.81,42.4,92.8,1,idling_minor_stops,good,performance_loss,50.6,2,42.4,0.0,3,143.1,14.1,22.7,no,12.0,0.0,22.7,7.7,0.0,0.0,no,corrective,1.3,6.6,23,22,93.6,multi_skilled,1.0,0.0,no,no,63.8,SUP-107,90.0,5.25,1.25,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.3973,1117.5,2.829,252.8,58.7,22.4,7.7,469.3,5711.21,9952.17,49.82,0.0,12.46,200,8480.0,1708.46,58.0,89.6003
MFG-LINE-PLT-004-06,PLT-004,WC-023,SHF-PLT-004-20230409-3,2023-04-09,3,454.0,PRD-2023-SKU-02374,industrial_machinery,WO-2023-41700,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,157.191,18.863,148.33,199.54,148.47,188.31,0.12,WC-003,164.74,95.27,WC-001,125.22,240,145,144,1,0,1,22.76,31.97,0.7119,99.3917,145,2.2,8,-39.58,19.03,454.0,382.3,0.8421,0.7119,0.9931,0.5953,18.77,31.53,71.7,58.7,1,reduced_speed,average,performance_loss,0.0,0,71.7,0.0,5,90.8,14.3,25.6,no,56.4,0.0,9.8,5.4,0.0,0.0,no,corrective,6.6,5.7,2,1,80.5,semi_skilled,2.8,0.0,no,no,63.4,SUP-113,6083.0,4.01,0.84,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.3917,97.6754,439.6,3.053,111.2,55.7,,8.0,184.6,479.87,965.08,44.33,0.0,11.08,100,7170.0,1445.08,31.0,54.6722
MFG-LINE-PLT-003-03,PLT-003,WC-008,SHF-PLT-003-20240508-3,2024-05-08,3,432.6,PRD-2024-SKU-04049,electronics_pcb,WO-2024-76575,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.822,0.591,11.16,23.71,11.86,12.8,0.05,WC-001,12.25,94.17,WC-002,0.0,2702,2079,2077,2,1,1,304.41,375.0,0.8118,99.9498,2080,2.0,4,-23.06,36.01,432.6,409.8,0.9473,0.8118,0.999,0.7682,23.08,30.04,22.8,482.0,2,idling_minor_stops,good,performance_loss,0.0,0,22.8,0.0,1,432.6,22.8,22.8,no,0.0,22.8,0.0,0.0,0.0,0.0,no,preventive,16.8,6.5,10,8,65.3,skilled,13.0,0.0,no,no,23.5,SUP-031,502.0,4.79,1.1,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9498,97.7927,1289.8,0.621,244.5,123.9,,8.4,541.7,1845.11,4355.92,5.55,5.55,1.39,150,3420.0,690.94,57.7,8.5409
MFG-LINE-PLT-004-05,PLT-004,WC-049,SHF-PLT-004-20240520-1,2024-05-20,1,427.9,PRD-2024-SKU-03747,industrial_machinery,WO-2024-37264,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,161.883,8.094,152.78,214.29,162.77,175.24,0.05,WC-009,171.25,96.17,WC-005,138.09,169,110,109,1,0,1,22.19,23.79,0.9327,99.7749,110,1.6,3,-34.91,1.09,427.9,401.0,0.9371,0.6917,0.9909,0.6423,19.09,29.72,26.9,49.0,1,idling_minor_stops,average,performance_loss,103.6,3,26.9,0.0,2,214.0,13.4,19.0,no,19.0,0.0,7.8,0.0,0.0,0.0,no,preventive,3.8,5.6,15,14,80.2,expert,4.6,0.0,no,no,52.4,SUP-036,2251.0,4.34,0.95,0.99,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7749,98.5956,342.7,3.144,62.8,23.4,,7.9,143.9,2730.6,2557.15,9.82,0.0,2.46,100,2690.0,540.46,33.8,58.4216
MFG-LINE-PLT-002-02,PLT-002,WC-008,SHF-PLT-002-20210321-3,2021-03-21,3,464.4,PRD-2021-SKU-08312,electronics_pcb,WO-2021-08410,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.027,0.481,15.05,22.14,16.34,16.82,0.03,WC-006,16.25,92.19,WC-007,0.0,2176,1459,1458,1,0,1,224.49,281.25,0.7982,99.9677,1459,2.7,10,-32.95,13.45,464.4,406.1,0.8745,0.7664,0.9993,0.6698,21.6,32.25,58.3,444.7,1,idling_minor_stops,average,performance_loss,16.2,2,58.3,0.0,2,232.2,29.2,37.8,yes,37.8,20.5,0.0,0.0,0.0,0.0,no,preventive,2.0,5.2,19,14,84.8,skilled,24.0,0.0,no,no,15.1,SUP-032,323.0,4.91,1.14,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9677,97.5491,573.0,0.393,132.5,74.4,,9.0,240.7,5789.76,9619.48,11.61,0.0,2.9,150,8745.0,1751.9,68.7,22.1867
MFG-LINE-PLT-001-01,PLT-001,WC-038,SHF-PLT-001-20211021-1,2021-10-21,1,466.5,PRD-2021-SKU-06027,pharmaceutical,WO-2021-55216,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,21.981,0.659,20.54,35.83,21.92,23.07,0.03,WC-005,22.18,91.73,WC-007,0.0,1371,851,850,1,0,1,163.77,176.47,0.928,99.99,851,1.1,3,-37.93,27.33,466.5,385.8,0.827,0.7501,0.9988,0.6196,20.07,32.39,80.7,283.5,1,reduced_speed,average,performance_loss,74.0,2,80.7,0.0,4,116.6,20.2,51.0,yes,51.0,24.3,0.0,5.5,0.0,0.0,no,predictive,26.8,4.5,5,4,90.6,multi_skilled,1.3,0.0,no,no,66.3,SUP-024,55.0,5.37,1.29,1.3,contamination,labelling,automated_vision,no,no,no,no,99.99,99.3567,1681.3,1.978,422.8,221.7,,7.4,706.1,1199.02,1960.84,14.03,0.0,3.51,300,24210.0,4845.51,38.2,17.764
MFG-LINE-PLT-002-04,PLT-002,WC-021,SHF-PLT-002-20220217-1,2022-02-17,1,440.6,PRD-2022-SKU-03204,electronics_pcb,WO-2022-76658,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.918,3.198,15.72,26.35,16.69,22.19,0.189,WC-002,18.53,99.56,WC-001,0.0,1870,947,944,3,1,2,212.7,255.32,0.8331,99.7756,948,1.1,2,-49.36,12.86,440.6,281.3,0.6385,0.791,0.9968,0.5035,15.41,30.6,159.3,250.2,3,equipment_failure,average,availability_loss,14.2,1,159.26706197418997,0.0,6,73.4,22.2,159.26706197418997,yes,43.4,24.7,23.2,6.9,6.1,29.0,no,emergency,15.6,2.4,12,10,91.9,skilled,13.1,1.1,no,no,52.5,SUP-134,2244.0,4.34,0.95,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7756,97.0627,985.5,1.044,224.0,144.2,,7.4,413.9,1672.21,2722.65,29.32,29.32,14.66,150,23890.06,4821.99,69.7,34.0688
MFG-LINE-PLT-008-02,PLT-008,WC-017,SHF-PLT-008-20230108-2,2023-01-08,2,435.4,PRD-2023-SKU-02198,medical_devices,WO-2023-09725,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,52.111,4.169,45.28,87.09,53.6,58.99,0.08,WC-001,54.53,95.13,WC-004,0.0,674,408,407,1,0,1,68.92,93.02,0.7409,99.9853,408,0.6,2,-39.47,5.61,435.4,369.7,0.8491,0.7118,0.9975,0.6029,18.23,30.24,65.7,165.2,1,idling_minor_stops,average,performance_loss,14.5,1,65.7,0.0,2,217.7,32.9,39.2,yes,39.2,26.5,0.0,0.0,0.0,0.0,no,preventive,8.4,7.3,11,10,92.2,semi_skilled,1.2,0.0,no,yes,84.0,SUP-061,147.0,5.12,1.21,1.37,contamination,functional_failure,automated_vision,no,no,no,no,99.9853,99.3793,269.4,0.662,64.9,36.4,,8.9,113.1,3442.0,8167.9,23.28,0.0,5.82,250,16425.0,3290.82,71.9,51.8628
MFG-LINE-PLT-002-01,PLT-002,WC-028,SHF-PLT-002-20220413-1,2022-04-13,1,434.4,PRD-2022-SKU-01034,electronics_pcb,WO-2022-10390,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.04,2.152,40.67,73.33,42.4,46.59,0.05,WC-002,45.27,95.61,WC-001,0.0,683,496,495,1,0,1,83.48,94.49,0.8835,99.964,496,0.1,0,-27.38,7.6,434.4,356.5,0.8207,0.8834,0.998,0.7236,21.83,30.17,77.9,65.5,1,equipment_failure,good,availability_loss,0.0,0,77.9,0.0,4,108.6,19.5,47.0,yes,47.0,0.0,28.3,0.0,2.5,0.0,no,emergency,26.7,6.5,11,9,63.4,skilled,14.2,0.2,no,no,12.7,SUP-129,360.0,4.88,1.13,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.964,99.4841,363.8,0.735,70.8,34.4,,8.2,152.8,2372.93,5841.22,8.44,0.0,2.11,150,11685.0,2339.11,35.3,25.0513
MFG-LINE-PLT-003-05,PLT-003,WC-034,SHF-PLT-003-20200312-1,2020-03-12,1,478.2,PRD-2020-SKU-03413,electronics_pcb,WO-2020-97557,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,47.522,5.703,44.03,76.29,48.28,56.93,0.12,WC-004,51.9,99.28,WC-001,0.0,733,323,322,1,0,1,75.59,92.07,0.821,99.9022,323,0.2,0,-55.93,8.08,478.2,256.4,0.5361,0.821,0.9969,0.4388,14.57,33.21,221.9,70.4,1,equipment_failure,poor,availability_loss,0.0,0,221.86195918592466,0.0,4,119.6,9.9,221.86195918592466,yes,0.0,21.2,7.6,6.8,4.0,0.0,no,preventive,2.5,2.2,6,5,79.9,skilled,10.0,0.0,no,no,31.6,SUP-124,978.0,4.6,1.03,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9022,97.1611,278.9,0.866,58.5,34.7,,7.8,117.1,855.86,1193.15,6.89,0.0,1.72,150,33279.29,6657.58,55.1,13.2748
MFG-LINE-PLT-004-01,PLT-004,WC-005,SHF-PLT-004-20240419-1,2024-04-19,1,454.4,PRD-2024-SKU-08915,industrial_machinery,WO-2024-96541,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,268.548,13.427,229.59,397.6,271.4,290.7,0.05,WC-003,279.8,94.72,WC-010,251.36,130,82,81,1,0,1,13.32,17.19,0.7749,99.8497,82,1.4,4,-36.92,0.53,454.4,369.3,0.8127,0.7749,0.9878,0.6221,19.63,31.56,85.1,23.8,1,reduced_speed,average,performance_loss,0.0,0,85.1,0.0,7,64.9,12.2,19.4,no,19.4,14.4,15.0,23.2,13.2,0.0,no,corrective,28.6,5.6,22,20,85.5,semi_skilled,6.3,0.5,no,no,84.0,SUP-198,1503.0,4.47,0.99,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8497,97.9421,287.8,3.553,51.0,40.6,,7.6,120.9,6160.41,6313.13,39.62,0.0,9.9,100,8510.0,1711.9,60.5,194.1035
MFG-LINE-PLT-006-01,PLT-006,WC-037,SHF-PLT-006-20240315-2,2024-03-15,2,437.1,PRD-2024-SKU-04520,food_beverage,WO-2024-50512,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.99,3.239,22.96,56.44,26.27,32.33,0.12,WC-007,30.07,99.9,WC-009,0.0,1064,705,704,1,0,1,133.22,146.34,0.9103,99.8983,705,0.7,1,-33.74,7.43,437.1,334.9,0.7662,0.8632,0.9986,0.6604,20.04,30.35,102.2,111.7,1,setup_adjustment,average,availability_loss,17.3,1,102.2,0.0,6,72.8,17.0,33.1,yes,26.8,23.1,19.1,0.0,0.0,33.1,no,preventive,33.4,5.6,16,13,91.5,expert,14.2,0.0,no,no,62.5,SUP-188,1017.0,4.59,1.03,1.15,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8983,98.1799,294.3,0.418,63.2,27.2,,7.9,123.6,1826.79,2560.2,4.04,0.0,1.01,80,8176.0,1636.21,62.1,10.2773
MFG-LINE-PLT-007-01,PLT-007,WC-021,SHF-PLT-007-20240807-1,2024-08-07,1,479.6,PRD-2024-SKU-05153,industrial_machinery,WO-2024-37479,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,198.03,5.941,172.19,419.79,198.77,207.83,0.03,WC-005,202.2,92.82,WC-001,176.87,169,101,100,1,0,1,18.06,21.16,0.8535,99.9569,101,0.8,2,-40.24,2.5,479.6,404.9,0.8442,0.7072,0.9901,0.5912,19.69,33.3,74.7,41.8,1,reduced_speed,average,performance_loss,69.4,3,74.7,0.0,4,119.9,18.7,40.5,yes,59.6,8.0,7.2,0.0,0.0,0.0,no,preventive,27.1,4.8,6,5,64.7,skilled,3.6,0.0,no,no,15.7,SUP-095,431.0,4.83,1.11,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9569,98.9924,308.0,3.08,76.2,31.8,,7.9,129.4,2178.04,3996.74,49.18,0.0,12.29,100,7470.0,1506.29,46.1,111.4196
MFG-LINE-PLT-004-04,PLT-004,WC-008,SHF-PLT-004-20230317-3,2023-03-17,3,450.8,PRD-2023-SKU-05647,industrial_machinery,WO-2023-81287,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,405.138,86.497,373.86,1050.63,415.63,547.86,0.213,WC-002,453.98,99.9,WC-001,392.71,92,51,50,1,0,1,8.88,12.43,0.7144,99.3672,51,0.0,0,-44.57,0.33,450.8,423.3,0.939,0.5817,0.9804,0.5355,16.76,31.31,27.5,36.7,1,idling_minor_stops,average,performance_loss,78.8,3,27.5,0.0,1,450.8,27.5,27.5,no,0.0,0.0,27.5,0.0,0.0,0.0,no,preventive,24.6,5.8,24,20,65.9,semi_skilled,15.1,0.0,no,no,55.4,SUP-016,6328.0,3.99,0.83,0.83,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.3672,97.9151,177.0,3.54,35.0,16.6,,7.6,74.3,4735.39,4928.28,28.8,0.0,7.2,100,2750.0,557.2,60.6,222.6494
MFG-LINE-PLT-007-02,PLT-007,WC-009,SHF-PLT-007-20221008-1,2022-10-08,1,447.8,PRD-2022-SKU-01666,industrial_machinery,WO-2022-51002,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,246.109,29.533,227.9,412.81,242.53,294.84,0.12,WC-001,265.26,97.98,WC-002,230.57,115,90,89,1,0,1,14.56,15.54,0.9369,99.8744,90,1.0,3,-21.74,0.6,447.8,399.1,0.8913,0.8704,0.9889,0.7671,23.86,31.1,48.7,13.4,1,reduced_speed,good,performance_loss,28.1,2,48.7,0.0,3,149.3,16.2,34.7,yes,8.7,0.0,0.0,5.3,0.0,34.7,no,corrective,32.8,5.4,23,20,76.0,multi_skilled,12.1,1.2,no,no,39.1,SUP-177,1256.0,4.52,1.01,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8744,97.4802,310.8,3.492,65.1,26.4,,7.7,130.5,3426.58,5554.23,65.37,0.0,16.34,100,4870.0,990.34,49.9,167.0125
MFG-LINE-PLT-004-01,PLT-004,WC-008,SHF-PLT-004-20200524-1,2020-05-24,1,444.6,PRD-2020-SKU-09001,industrial_machinery,WO-2020-91237,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,274.657,13.733,259.81,692.0,275.41,297.32,0.05,WC-008,285.31,94.44,WC-001,257.47,127,67,66,1,0,1,13.07,17.19,0.7603,99.8492,67,0.8,2,-47.24,0.49,411.8,362.3,0.8798,0.6454,0.9851,0.5594,16.0,28.6,49.5,36.8,1,reduced_speed,average,performance_loss,87.5,2,49.5,32.8,3,148.2,16.5,31.9,yes,9.4,31.9,0.0,8.2,0.0,0.0,yes,corrective,28.6,5.5,21,18,93.6,semi_skilled,10.6,0.0,no,no,26.2,SUP-102,1508.0,4.47,0.99,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8492,99.7088,229.7,3.48,43.0,15.8,,7.7,96.5,3008.03,5778.49,28.1,0.0,7.03,100,4950.0,997.03,66.6,161.6548
MFG-LINE-PLT-004-01,PLT-004,WC-006,SHF-PLT-004-20231204-1,2023-12-04,1,441.8,PRD-2023-SKU-08822,industrial_machinery,WO-2023-40807,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,220.255,11.013,190.39,624.12,217.86,238.43,0.05,WC-010,229.98,94.92,WC-001,203.06,126,70,69,1,0,1,16.2,17.19,0.9424,99.9588,70,1.3,2,-44.44,9.37,441.8,321.0,0.7266,0.7611,0.9857,0.5451,16.72,30.68,120.8,22.0,1,setup_adjustment,average,availability_loss,61.7,2,120.8,0.0,7,63.1,17.3,56.2,yes,19.3,78.4,9.3,6.7,7.0,0.0,no,preventive,28.6,4.7,2,1,65.2,expert,7.5,0.0,no,yes,12.0,SUP-176,412.0,4.84,1.11,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9588,98.4914,204.7,2.966,39.9,29.7,,8.0,86.0,478.55,569.13,38.9,0.0,9.72,100,12080.0,2425.72,60.5,54.6475
MFG-LINE-PLT-005-03,PLT-005,WC-014,SHF-PLT-005-20241121-1,2024-11-21,1,460.6,PRD-2024-SKU-02332,automotive_body,WO-2024-54844,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,73.884,3.694,68.01,112.25,72.32,79.98,0.05,WC-002,74.54,91.71,WC-001,10.28,488,347,346,1,0,1,48.61,63.6,0.7643,99.9623,347,1.5,5,-28.89,5.01,460.6,428.3,0.9299,0.7643,0.9971,0.7086,22.66,31.99,32.3,107.0,1,reduced_speed,good,performance_loss,0.0,0,32.3,0.0,2,230.3,16.2,24.5,no,0.0,24.5,0.0,7.8,0.0,0.0,no,preventive,32.9,4.4,11,9,94.5,semi_skilled,12.1,0.0,no,yes,46.5,SUP-126,377.0,4.87,1.12,1.19,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9623,99.3365,1184.7,3.424,296.5,100.3,23.7,7.3,497.6,2791.75,3133.55,60.88,0.0,15.22,200,6460.0,1307.22,74.8,78.1811
MFG-LINE-PLT-004-07,PLT-004,WC-032,SHF-PLT-004-20220805-2,2022-08-05,2,462.8,PRD-2022-SKU-01019,industrial_machinery,WO-2022-00620,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,345.555,17.278,300.03,692.74,339.96,374.06,0.05,WC-002,354.42,93.24,WC-004,327.5,138,64,63,1,0,1,10.28,18.05,0.5695,99.6839,64,1.4,5,-53.62,0.58,462.8,385.4,0.8328,0.5518,0.9844,0.4524,14.54,32.14,77.4,52.0,1,reduced_speed,poor,performance_loss,11.8,1,77.4,0.0,6,77.1,12.9,18.8,no,0.0,18.8,22.2,36.5,0.0,0.0,no,corrective,22.9,6.0,16,14,80.6,trainee,12.4,0.0,no,no,71.9,SUP-084,3161.0,4.23,0.91,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6839,97.4137,237.5,3.77,52.6,29.4,,7.5,99.8,2458.32,5821.24,56.29,0.0,14.07,100,7740.0,1562.07,57.4,188.6051
MFG-LINE-PLT-009-02,PLT-009,WC-022,SHF-PLT-009-20231010-3,2023-10-10,3,431.1,PRD-2023-SKU-01835,automotive_body,WO-2023-67642,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.727,2.036,36.17,117.81,40.4,44.09,0.05,WC-003,42.01,93.77,WC-002,0.0,783,595,594,1,0,1,88.35,109.09,0.8099,99.9786,595,0.2,0,-24.01,41.34,431.1,404.1,0.9374,0.8099,0.9983,0.7579,22.69,29.93,27.0,139.7,1,reduced_speed,good,performance_loss,0.0,0,27.0,0.0,3,143.7,9.0,10.7,no,0.0,0.0,0.0,16.3,0.0,10.7,no,corrective,14.2,6.1,3,2,64.2,skilled,14.4,0.0,no,no,77.7,SUP-145,214.0,5.02,1.17,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9786,98.576,1351.9,2.276,326.5,87.0,27.0,8.2,567.8,389.66,739.73,39.51,0.0,9.88,200,5400.0,1089.88,54.1,41.4778
MFG-LINE-PLT-004-04,PLT-004,WC-032,SHF-PLT-004-20240727-2,2024-07-27,2,429.6,PRD-2024-SKU-01901,industrial_machinery,WO-2024-17217,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,343.778,64.974,321.12,508.94,337.64,450.99,0.189,WC-001,388.16,99.9,WC-002,331.35,88,67,66,1,0,1,10.32,12.43,0.8302,99.6359,67,1.3,4,-23.86,0.51,429.6,402.1,0.936,0.8045,0.9851,0.7418,22.13,29.83,27.5,16.3,1,idling_minor_stops,good,performance_loss,12.7,1,27.5,0.0,1,429.6,27.5,27.5,no,0.0,27.5,0.0,0.0,0.0,0.0,no,predictive,24.6,5.5,19,18,90.1,skilled,1.8,0.0,no,no,25.1,SUP-175,3641.0,4.18,0.89,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6359,97.012,208.8,3.163,54.3,14.5,,7.9,87.7,7962.83,8342.85,48.59,0.0,12.15,100,2750.0,562.15,74.5,296.382
MFG-LINE-PLT-004-04,PLT-004,WC-020,SHF-PLT-004-20231004-2,2023-10-04,2,432.5,PRD-2023-SKU-01054,industrial_machinery,WO-2023-82677,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,398.342,85.046,376.88,554.4,387.99,538.67,0.213,WC-001,383.7,87.57,WC-002,385.91,89,53,52,1,0,1,8.89,12.43,0.7152,99.5662,53,0.4,1,-40.45,0.38,432.5,410.0,0.948,0.6242,0.9811,0.5806,17.44,30.03,22.5,31.9,1,idling_minor_stops,average,performance_loss,52.4,2,22.5,0.0,2,216.2,11.2,12.7,no,12.7,0.0,0.0,0.0,9.8,0.0,no,preventive,24.6,5.3,20,19,80.9,semi_skilled,3.1,0.0,no,no,53.2,SUP-005,4338.0,4.12,0.87,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5662,96.9068,102.6,1.973,26.1,12.7,,8.7,43.1,4998.03,4932.19,30.2,0.0,7.55,100,2250.0,457.55,56.0,221.7465
MFG-LINE-PLT-004-04,PLT-004,WC-014,SHF-PLT-004-20211226-1,2021-12-26,1,424.9,PRD-2021-SKU-04890,industrial_machinery,WO-2021-65758,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,371.225,79.256,347.44,933.68,386.65,502.0,0.213,WC-001,386.7,94.7,WC-002,358.8,87,52,51,1,0,1,9.68,12.43,0.7788,99.4694,52,1.9,5,-40.23,2.4,424.9,345.4,0.8129,0.727,0.9808,0.5796,17.1,29.5,79.5,19.5,1,reduced_speed,average,performance_loss,23.1,1,79.5,0.0,2,212.4,39.7,41.8,yes,41.8,0.0,0.0,0.0,0.0,37.7,no,predictive,24.6,6.4,4,3,78.5,semi_skilled,11.3,1.3,no,no,37.7,SUP-012,5306.0,4.06,0.85,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4694,97.8885,189.3,3.711,49.8,15.3,,7.5,79.5,640.23,931.37,25.2,0.0,6.3,100,7950.0,1596.3,47.2,56.5098
MFG-LINE-PLT-002-01,PLT-002,WC-019,SHF-PLT-002-20210503-1,2021-05-03,1,429.9,PRD-2021-SKU-03780,electronics_pcb,WO-2021-00362,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,41.465,2.073,36.43,85.45,41.48,44.89,0.05,WC-001,42.42,93.0,WC-002,0.0,676,366,365,1,0,1,86.67,94.49,0.9172,99.9686,366,0.9,3,-45.86,3.64,429.9,296.6,0.69,0.7835,0.9973,0.5391,16.1,29.86,133.3,101.1,1,setup_adjustment,average,availability_loss,43.3,1,133.3,0.0,7,61.4,19.0,48.2,yes,82.8,14.3,7.2,18.3,10.8,0.0,no,preventive,26.7,4.4,15,14,81.5,expert,5.6,0.0,no,yes,28.6,SUP-143,314.0,4.92,1.14,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9686,97.4663,301.5,0.826,79.3,27.6,,7.9,126.6,4492.11,8223.25,23.04,0.0,5.76,150,19995.0,4004.76,70.8,57.9397
MFG-LINE-PLT-004-01,PLT-004,WC-022,SHF-PLT-004-20220905-2,2022-09-05,2,431.3,PRD-2022-SKU-05850,industrial_machinery,WO-2022-83565,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,347.644,17.382,320.65,686.64,345.26,376.32,0.05,WC-005,362.44,94.78,WC-004,330.45,123,66,65,1,0,1,10.22,17.19,0.5945,99.7735,66,10.5,35,-46.34,0.53,431.3,387.4,0.8982,0.5945,0.9848,0.5259,15.75,29.95,43.9,45.0,1,reduced_speed,average,performance_loss,0.0,0,43.9,0.0,3,143.8,14.6,20.3,no,0.0,0.0,43.9,0.0,0.0,0.0,no,preventive,28.6,7.0,21,17,94.8,trainee,15.0,0.0,yes,no,29.8,SUP-105,2265.0,4.34,0.95,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7735,98.0566,189.5,2.915,52.4,16.5,,8.1,79.6,5810.68,6813.23,44.89,0.0,11.22,100,4390.0,889.22,37.2,239.7946
MFG-LINE-PLT-006-02,PLT-006,WC-008,SHF-PLT-006-20220420-2,2022-04-20,2,421.3,PRD-2022-SKU-09449,food_beverage,WO-2022-69524,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.757,0.931,6.95,13.55,7.63,9.29,0.12,WC-006,8.9,99.9,WC-001,0.0,3825,2556,2552,4,1,3,463.97,545.45,0.8506,99.8719,2557,0.2,0,-33.18,33.04,421.3,330.5,0.7845,0.8506,0.9984,0.6663,19.5,29.26,90.8,448.9,4,equipment_failure,average,availability_loss,0.0,0,90.8,0.0,5,84.3,18.2,34.3,yes,27.3,34.3,9.9,0.0,19.3,0.0,no,preventive,15.5,6.7,13,11,80.5,skilled,10.7,0.0,no,yes,54.9,SUP-015,1281.0,4.52,1.01,1.15,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8719,97.3858,1669.0,0.654,389.9,138.7,,6.7,701.0,1531.24,3707.87,2.9,2.9,2.17,80,7264.0,1457.87,52.5,4.9575
MFG-LINE-PLT-005-01,PLT-005,WC-036,SHF-PLT-005-20201007-1,2020-10-07,1,435.1,PRD-2020-SKU-09796,automotive_body,WO-2020-39703,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,56.679,6.802,49.82,100.79,55.71,67.9,0.12,WC-002,56.96,91.35,WC-003,0.0,758,357,356,1,0,1,63.46,104.65,0.6064,99.9075,357,1.2,3,-52.9,49.1,435.1,362.3,0.8327,0.565,0.9972,0.4691,14.17,30.21,72.8,274.9,1,idling_minor_stops,poor,performance_loss,24.8,2,72.8,0.0,4,108.8,18.2,26.4,no,0.0,0.0,42.1,6.4,0.0,24.3,no,preventive,20.8,6.2,2,1,73.6,trainee,4.1,0.0,no,no,39.1,SUP-061,925.0,4.61,1.04,1.04,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9075,99.03,952.3,2.675,182.5,114.8,19.0,7.9,400.0,173.93,304.43,67.14,0.0,16.79,200,14560.0,2928.79,35.6,68.6723
MFG-LINE-PLT-001-01,PLT-001,WC-004,SHF-PLT-001-20220831-2,2022-08-31,2,448.9,PRD-2022-SKU-07217,pharmaceutical,WO-2022-59362,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.99,0.72,22.5,68.25,24.25,25.18,0.03,WC-010,24.29,92.06,WC-007,0.0,1320,992,991,1,0,1,150.05,176.47,0.8503,99.99,992,1.4,2,-24.85,9.46,448.9,406.0,0.9044,0.8308,0.999,0.7507,23.4,31.17,42.9,202.0,1,idling_minor_stops,good,performance_loss,9.3,1,42.9,0.0,2,224.4,21.4,29.7,no,29.7,13.2,0.0,0.0,0.0,0.0,no,corrective,26.8,6.7,15,14,85.0,skilled,2.7,0.0,no,no,85.6,SUP-079,44.0,5.42,1.31,1.42,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.6527,2103.9,2.123,435.9,171.7,,7.2,883.6,4254.88,9952.32,16.62,0.0,4.16,300,12870.0,2578.16,58.7,30.973
MFG-LINE-PLT-006-01,PLT-006,WC-048,SHF-PLT-006-20231117-2,2023-11-17,2,451.9,PRD-2023-SKU-03522,food_beverage,WO-2023-95769,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.61,3.553,25.72,70.24,29.28,35.47,0.12,WC-011,33.33,99.9,WC-006,0.0,1100,757,755,2,0,2,121.48,146.34,0.8301,99.8468,757,0.8,2,-31.18,4.36,451.9,373.9,0.8274,0.8301,0.9974,0.685,21.5,31.38,78.0,154.9,2,equipment_failure,average,availability_loss,0.0,0,78.0,0.0,4,113.0,19.5,34.9,yes,34.9,37.5,0.0,5.6,0.0,0.0,no,corrective,33.4,4.0,24,23,89.6,skilled,1.4,0.0,no,no,75.1,SUP-172,1532.0,4.46,0.99,1.1,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8468,97.1192,222.0,0.294,50.9,26.4,,8.5,93.2,9241.28,8960.94,3.85,0.0,1.93,80,6240.0,1249.93,63.7,27.9691
MFG-LINE-PLT-009-01,PLT-009,WC-014,SHF-PLT-009-20240414-2,2024-04-14,2,458.0,PRD-2024-SKU-02112,automotive_body,WO-2024-48754,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,84.821,10.178,79.24,127.19,81.82,101.61,0.12,WC-005,92.39,99.03,WC-004,27.5,437,272,271,1,0,1,42.38,57.32,0.7394,99.9284,272,0.8,1,-37.76,3.55,458.0,420.3,0.9177,0.6774,0.9963,0.6194,19.7,31.8,37.7,129.5,1,reduced_speed,average,performance_loss,35.2,2,37.7,0.0,3,152.7,12.6,17.8,no,17.8,0.0,0.0,0.0,19.9,0.0,no,corrective,28.2,5.2,12,10,60.9,semi_skilled,9.8,0.0,no,no,14.0,SUP-040,716.0,4.69,1.06,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9284,99.8014,642.3,2.37,120.0,43.7,12.8,8.1,269.8,2256.12,3243.88,48.45,0.0,12.11,200,7540.0,1520.11,60.9,68.924
MFG-LINE-PLT-004-05,PLT-004,WC-049,SHF-PLT-004-20211204-3,2021-12-04,3,432.8,PRD-2021-SKU-03227,industrial_machinery,WO-2021-84407,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,211.367,10.568,192.74,550.9,207.97,228.8,0.05,WC-010,225.33,96.92,WC-009,187.58,171,85,84,1,0,1,16.89,23.79,0.71,99.866,85,3.1,9,-50.29,0.97,432.8,418.9,0.9679,0.5117,0.9882,0.4895,14.71,30.05,13.9,81.1,1,idling_minor_stops,poor,performance_loss,117.0,3,13.9,0.0,2,216.4,7.0,8.7,no,0.0,0.0,8.7,0.0,5.2,0.0,no,emergency,3.8,6.6,15,12,69.1,semi_skilled,19.0,0.0,no,no,14.0,SUP-017,1340.0,4.5,1.0,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.866,97.0838,197.9,2.356,50.6,23.0,,8.4,83.1,1916.11,2749.56,34.52,0.0,8.63,100,1390.0,286.63,41.8,90.4746
MFG-LINE-PLT-010-01,PLT-010,WC-002,SHF-PLT-010-20220209-3,2022-02-09,3,464.1,PRD-2022-SKU-09212,industrial_machinery,WO-2022-36461,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,391.155,31.292,344.02,952.54,395.64,442.79,0.08,WC-001,439.35,99.9,WC-002,378.28,99,68,67,1,0,1,9.19,12.87,0.7141,99.6876,68,0.8,3,-31.31,0.87,464.1,443.8,0.9563,0.7142,0.9853,0.6729,21.69,32.23,20.3,27.2,1,idling_minor_stops,average,performance_loss,0.0,0,20.3,0.0,2,232.1,10.1,13.2,no,13.2,0.0,0.0,7.1,0.0,0.0,no,preventive,19.7,6.0,11,10,69.0,semi_skilled,4.4,0.0,no,no,77.7,SUP-029,3124.0,4.23,0.91,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6876,99.0954,267.1,3.986,63.9,14.6,,7.3,112.2,2622.93,4399.84,143.71,0.0,35.93,100,2030.0,441.93,43.2,250.6724
MFG-LINE-PLT-008-01,PLT-008,WC-008,SHF-PLT-008-20230707-2,2023-07-07,2,473.8,PRD-2023-SKU-01503,medical_devices,WO-2023-56667,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,154.7,18.564,146.24,387.82,151.31,185.33,0.12,WC-003,176.44,99.9,WC-002,123.09,249,137,136,1,0,1,23.13,31.61,0.7317,99.966,137,0.8,2,-44.98,1.08,473.8,375.8,0.7932,0.692,0.9927,0.5449,17.93,32.9,98.0,61.0,1,reduced_speed,average,performance_loss,20.4,1,98.0,0.0,5,94.8,19.6,59.5,yes,59.5,0.0,23.2,10.6,4.7,0.0,no,emergency,7.3,6.2,18,16,67.7,semi_skilled,9.5,0.0,no,no,51.8,SUP-199,340.0,4.9,1.13,1.19,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.966,97.5088,136.1,1.001,31.4,11.5,,8.3,57.2,3495.36,7293.14,26.9,0.0,6.72,250,24500.0,4906.72,57.8,106.425
MFG-LINE-PLT-004-04,PLT-004,WC-014,SHF-PLT-004-20220423-3,2022-04-23,3,464.5,PRD-2022-SKU-09012,industrial_machinery,WO-2022-50788,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,343.584,60.127,302.2,737.03,356.34,442.79,0.175,WC-001,363.84,96.27,WC-002,331.15,96,61,60,1,0,1,10.47,12.43,0.8423,99.7876,61,0.8,2,-36.46,0.77,464.5,349.6,0.7527,0.8424,0.9836,0.6236,20.12,32.26,114.9,11.4,1,setup_adjustment,average,availability_loss,0.0,0,114.9,0.0,6,77.4,19.2,37.5,yes,73.2,0.0,21.8,19.9,0.0,0.0,no,preventive,24.6,5.5,14,10,77.9,expert,24.1,0.0,no,no,74.8,SUP-062,2124.0,4.36,0.95,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7876,98.4164,169.2,2.82,40.6,8.7,,8.1,71.1,2620.39,5924.76,46.91,0.0,11.73,100,11490.0,2309.73,62.4,190.111
MFG-LINE-PLT-005-01,PLT-005,WC-022,SHF-PLT-005-20221111-2,2022-11-11,2,471.0,PRD-2022-SKU-01209,automotive_body,WO-2022-62456,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.943,5.033,37.69,73.5,42.32,50.25,0.12,WC-002,46.1,99.9,WC-004,0.0,821,507,506,1,0,1,85.78,104.65,0.8197,99.9689,507,0.2,0,-38.25,3.79,471.0,428.4,0.9095,0.6786,0.998,0.616,20.15,32.71,42.6,240.1,1,reduced_speed,average,performance_loss,73.7,2,42.6,0.0,2,235.5,21.3,28.4,no,28.4,0.0,0.0,14.2,0.0,0.0,no,preventive,20.8,5.0,20,17,75.3,skilled,12.0,0.0,no,yes,34.6,SUP-162,311.0,4.92,1.14,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9689,99.6811,1558.0,3.079,360.3,229.2,31.2,7.5,654.4,5100.16,9824.16,105.74,0.0,26.43,200,8520.0,1730.43,67.3,135.4437
MFG-LINE-PLT-003-04,PLT-003,WC-045,SHF-PLT-003-20240317-3,2024-03-17,3,433.6,PRD-2024-SKU-08413,electronics_pcb,WO-2024-88585,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,48.653,2.433,42.24,139.24,49.0,52.67,0.05,WC-003,49.97,93.37,WC-001,0.0,959,407,406,1,0,1,73.83,132.84,0.5558,99.9229,407,3.6,9,-57.56,4.01,433.6,400.2,0.923,0.4593,0.9975,0.4229,12.73,30.11,33.4,479.1,1,idling_minor_stops,poor,performance_loss,69.5,3,33.4,0.0,4,108.4,8.3,9.5,no,0.0,0.0,0.0,14.8,18.6,0.0,no,corrective,11.0,6.8,18,14,89.2,trainee,21.8,1.7,no,no,81.1,SUP-130,771.0,4.67,1.06,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9229,98.7937,453.9,1.118,85.8,60.7,,7.2,190.6,2660.76,4784.48,16.48,0.0,4.12,150,5010.0,1006.12,37.7,34.8586
MFG-LINE-PLT-004-02,PLT-004,WC-022,SHF-PLT-004-20200614-2,2020-06-14,2,479.8,PRD-2020-SKU-02209,industrial_machinery,WO-2020-11549,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,298.019,63.627,263.55,751.35,263.47,403.0,0.213,WC-002,364.29,99.9,WC-001,282.02,126,94,93,1,0,1,12.03,16.0,0.7519,99.2214,94,6.6,14,-25.4,0.65,479.8,468.8,0.9771,0.7519,0.9894,0.7268,24.22,33.32,11.0,31.0,1,reduced_speed,good,performance_loss,0.0,0,11.0,0.0,1,479.8,11.0,11.0,no,11.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,6.7,22,18,70.4,semi_skilled,14.1,0.0,no,no,59.4,SUP-181,7786.0,3.92,0.81,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.2214,97.0211,217.4,2.338,47.3,17.4,,8.4,91.3,4412.5,3831.45,44.53,0.0,11.13,100,1100.0,231.13,62.4,133.6534
MFG-LINE-PLT-005-04,PLT-005,WC-019,SHF-PLT-005-20210330-2,2021-03-30,2,459.5,PRD-2021-SKU-01555,automotive_body,WO-2021-06487,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,62.547,7.506,53.89,109.86,60.44,74.93,0.12,WC-003,65.73,95.54,WC-004,0.0,591,290,289,1,0,1,57.54,77.25,0.7449,99.9255,290,1.8,5,-50.93,2.9,459.5,388.3,0.8451,0.58,0.9966,0.4885,15.59,31.91,71.2,210.0,1,reduced_speed,poor,performance_loss,85.9,2,71.2,0.0,5,91.9,14.2,20.7,no,20.7,0.0,44.5,0.0,6.0,0.0,no,preventive,15.6,6.3,14,13,74.2,semi_skilled,6.0,0.0,no,no,51.5,SUP-162,745.0,4.68,1.06,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9255,98.4989,889.0,3.076,224.5,76.6,17.8,7.5,373.4,5812.4,14323.17,102.6,0.0,25.65,200,14240.0,2873.65,46.1,172.6283
MFG-LINE-PLT-003-02,PLT-003,WC-039,SHF-PLT-003-20201123-2,2020-11-23,2,430.0,PRD-2020-SKU-01328,electronics_pcb,WO-2020-47065,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,51.029,6.123,46.85,101.86,51.41,61.13,0.12,WC-001,48.43,86.28,WC-001,0.0,705,448,447,1,0,1,70.46,98.63,0.7144,99.8523,448,1.8,7,-36.45,3.28,407.4,367.2,0.9013,0.7422,0.9978,0.6675,18.89,28.29,40.2,155.6,1,idling_minor_stops,average,performance_loss,8.3,1,40.2,22.6,3,143.3,13.4,21.4,no,21.4,0.0,0.0,18.8,0.0,0.0,yes,corrective,24.8,4.6,21,19,77.3,semi_skilled,5.7,0.0,no,no,67.7,SUP-080,1477.0,4.47,0.99,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8523,98.6111,255.2,0.571,66.1,18.5,,8.6,107.2,4867.82,10522.24,13.06,0.0,3.27,150,6030.0,1209.27,69.7,47.5189
MFG-LINE-PLT-005-03,PLT-005,WC-037,SHF-PLT-005-20220329-1,2022-03-29,1,428.4,PRD-2022-SKU-02201,automotive_body,WO-2022-95407,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,60.383,3.019,56.85,111.7,60.37,65.36,0.05,WC-002,63.06,94.94,WC-001,0.0,454,282,281,1,0,1,59.52,63.6,0.9358,99.99,282,2.0,6,-37.89,2.07,428.4,306.7,0.7159,0.8673,0.9965,0.6187,18.41,29.75,121.7,43.1,1,setup_adjustment,average,availability_loss,22.5,1,121.7,0.0,5,85.7,24.3,49.4,yes,74.6,25.9,0.0,21.1,0.0,0.0,no,preventive,32.9,5.2,21,19,91.7,expert,7.1,0.0,no,no,15.8,SUP-129,77.0,5.28,1.26,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.6139,880.1,3.132,189.8,118.0,17.6,7.5,369.6,4555.01,5014.22,13.51,0.0,3.38,200,24340.0,4871.38,31.3,47.6123
MFG-LINE-PLT-003-03,PLT-003,WC-006,SHF-PLT-003-20220825-1,2022-08-25,1,439.5,PRD-2022-SKU-01800,electronics_pcb,WO-2022-35151,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.061,0.553,9.64,25.19,10.89,11.97,0.05,WC-003,11.38,93.54,WC-002,0.0,2745,1764,1763,1,0,1,325.32,375.0,0.8675,99.9612,1764,1.8,4,-35.74,12.04,439.5,368.6,0.8387,0.7658,0.9994,0.6419,19.59,30.52,70.9,539.5,1,reduced_speed,average,performance_loss,43.2,2,70.9,0.0,4,109.9,17.7,27.7,no,27.7,0.0,16.9,10.4,0.0,16.0,no,corrective,16.8,5.4,21,20,76.7,skilled,1.4,1.3,no,no,12.9,SUP-192,388.0,4.86,1.12,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9612,99.2842,1442.1,0.818,351.5,164.0,,8.0,605.7,3018.83,3799.03,27.05,0.0,6.76,150,10635.0,2133.76,46.6,30.9325
MFG-LINE-PLT-010-03,PLT-010,WC-026,SHF-PLT-010-20210916-2,2021-09-16,2,478.3,PRD-2021-SKU-08876,industrial_machinery,WO-2021-54681,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.525,5.463,43.04,108.35,46.95,54.54,0.12,WC-004,49.14,98.14,WC-009,0.0,821,368,366,2,0,2,78.94,103.45,0.7631,99.6393,368,1.0,2,-55.18,3.53,478.3,315.2,0.659,0.6771,0.9946,0.4438,14.74,33.22,163.1,175.5,2,setup_adjustment,poor,availability_loss,35.5,1,163.1,0.0,8,59.8,20.4,42.1,yes,87.8,63.7,0.0,0.0,11.6,0.0,no,corrective,29.1,6.7,16,13,68.8,semi_skilled,14.6,0.0,no,no,32.2,SUP-190,3607.0,4.19,0.9,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6393,97.912,950.5,2.597,216.7,63.3,,8.3,399.2,4631.4,4947.83,42.64,0.0,21.32,100,16310.0,3283.32,30.6,69.0458
MFG-LINE-PLT-003-05,PLT-003,WC-009,SHF-PLT-003-20200407-2,2020-04-07,2,466.3,PRD-2020-SKU-08528,electronics_pcb,WO-2020-37530,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,52.308,6.277,49.1,104.65,52.05,62.67,0.12,WC-003,54.25,94.29,WC-001,0.0,714,504,502,2,0,2,68.78,92.07,0.747,99.7968,504,1.9,6,-29.41,32.29,466.3,439.6,0.9427,0.7471,0.996,0.7015,22.72,32.39,26.7,170.6,2,reduced_speed,good,performance_loss,0.0,0,26.7,0.0,2,233.2,13.3,15.3,no,0.0,11.4,15.3,0.0,0.0,0.0,no,corrective,2.5,7.6,3,2,89.4,semi_skilled,8.7,0.0,yes,yes,27.9,SUP-011,2032.0,4.37,0.96,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.7968,99.2571,375.5,0.748,67.0,55.5,,8.1,157.7,525.83,428.35,3.9,0.0,1.95,150,4005.0,802.95,44.9,5.8163
MFG-LINE-PLT-001-01,PLT-001,WC-027,SHF-PLT-001-20210914-3,2021-09-14,3,434.7,PRD-2021-SKU-03425,pharmaceutical,WO-2021-38262,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,35.4,1.062,32.1,85.28,35.16,37.15,0.03,WC-007,35.7,91.69,WC-009,0.0,1278,658,657,1,0,1,101.62,176.47,0.5758,99.9783,658,12.3,28,-48.51,5.33,434.7,388.5,0.8937,0.5758,0.9985,0.5138,15.51,30.19,46.2,484.7,1,reduced_speed,average,performance_loss,0.0,0,46.2,0.0,5,86.9,9.2,15.7,no,0.0,10.7,24.6,6.3,4.6,0.0,no,corrective,26.8,6.9,22,17,70.0,trainee,21.6,0.0,no,no,82.1,SUP-015,217.0,5.02,1.17,1.32,contamination,labelling,automated_vision,no,no,no,no,99.9783,97.9041,251.0,0.382,56.6,30.3,,9.5,105.4,2700.31,4678.61,17.98,0.0,4.5,300,13860.0,2776.5,25.6,29.2386
MFG-LINE-PLT-006-01,PLT-006,WC-013,SHF-PLT-006-20231105-3,2023-11-05,3,425.3,PRD-2023-SKU-03232,food_beverage,WO-2023-65665,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.221,3.507,25.05,64.84,28.32,35.01,0.12,WC-001,31.44,97.82,WC-010,0.0,1035,660,659,1,0,1,123.15,146.34,0.8415,99.8767,660,1.7,6,-36.23,6.64,425.3,340.3,0.8001,0.7952,0.9985,0.6353,18.76,29.53,85.0,170.0,1,idling_minor_stops,average,performance_loss,18.7,2,85.0,0.0,7,60.8,12.1,28.3,no,23.8,0.0,38.8,7.2,15.2,0.0,no,preventive,33.4,4.8,17,14,84.4,expert,16.0,0.0,no,yes,63.8,SUP-052,1233.0,4.53,1.01,1.02,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8767,98.7164,272.2,0.413,61.7,38.2,,7.9,114.3,6220.73,6318.36,9.41,0.0,2.35,80,6800.0,1362.35,60.3,28.4517
MFG-LINE-PLT-003-02,PLT-003,WC-038,SHF-PLT-003-20210829-1,2021-08-29,1,429.5,PRD-2021-SKU-09025,electronics_pcb,WO-2021-30257,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.034,5.524,42.85,112.93,47.82,55.15,0.12,WC-001,48.24,95.27,WC-001,0.0,705,406,405,1,0,1,78.05,98.63,0.7913,99.9091,406,2.0,7,-42.41,56.57,429.5,312.1,0.7267,0.7913,0.9975,0.5736,17.11,29.83,117.4,107.1,1,equipment_failure,average,availability_loss,0.0,0,117.4,0.0,7,61.4,16.8,26.2,no,66.7,26.2,24.5,0.0,0.0,0.0,no,preventive,24.8,5.9,2,1,75.1,semi_skilled,4.2,0.0,no,no,65.3,SUP-111,909.0,4.62,1.04,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9091,99.8818,454.8,1.123,92.6,49.3,,7.2,191.0,456.24,1098.85,20.46,0.0,5.12,150,17610.0,3527.12,47.1,24.3502
MFG-LINE-PLT-004-05,PLT-004,WC-027,SHF-PLT-004-20240310-2,2024-03-10,2,432.0,PRD-2024-SKU-04201,industrial_machinery,WO-2024-95516,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,202.803,10.14,181.92,582.28,203.23,219.53,0.05,WC-010,209.94,94.11,WC-005,179.01,170,121,120,1,0,1,17.7,23.79,0.744,99.6872,121,0.4,0,-28.82,4.17,432.0,410.1,0.9493,0.7439,0.9917,0.7004,21.01,30.0,21.9,41.7,1,reduced_speed,good,performance_loss,0.0,0,21.9,0.0,2,216.0,11.0,14.2,no,0.0,0.0,14.2,0.0,7.7,0.0,no,predictive,3.8,6.8,5,4,83.8,semi_skilled,12.5,0.0,no,no,83.9,SUP-085,3128.0,4.23,0.91,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6872,97.7624,319.0,2.658,83.6,28.0,,8.2,134.0,1739.73,4027.71,37.18,0.0,9.29,100,2190.0,447.29,48.4,85.5518
MFG-LINE-PLT-005-03,PLT-005,WC-039,SHF-PLT-005-20241216-3,2024-12-16,3,422.0,PRD-2024-SKU-09613,automotive_body,WO-2024-31094,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,69.797,3.49,61.71,89.88,71.84,75.56,0.05,WC-001,69.77,90.88,WC-002,6.2,447,238,237,1,0,1,51.53,63.6,0.8102,99.9831,238,0.7,1,-46.76,4.81,422.0,277.1,0.6567,0.8101,0.9958,0.5298,15.53,29.31,144.9,55.8,1,setup_adjustment,average,availability_loss,0.0,0,144.9,0.0,9,46.9,16.1,47.4,yes,78.0,27.9,23.8,0.0,15.3,0.0,no,predictive,32.9,5.7,10,7,79.1,skilled,23.0,0.0,no,no,80.9,SUP-090,169.0,5.08,1.19,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9831,98.0244,388.4,1.639,74.0,55.6,7.8,8.7,163.1,2639.3,6180.66,27.52,0.0,6.88,200,28980.0,5802.88,25.6,64.8511
MFG-LINE-PLT-001-02,PLT-001,WC-013,SHF-PLT-001-20200511-2,2020-05-11,2,443.1,PRD-2020-SKU-03979,pharmaceutical,WO-2020-88132,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,55.068,9.637,51.87,93.29,53.34,70.97,0.175,WC-004,54.32,89.68,WC-002,0.0,523,256,255,1,0,1,65.23,70.87,0.9204,99.9705,256,0.2,0,-51.05,1.82,443.1,315.5,0.7121,0.6869,0.9961,0.4872,14.99,30.77,127.6,116.7,1,reduced_speed,poor,performance_loss,80.1,2,127.6,0.0,3,147.7,42.5,83.1,yes,21.3,83.1,23.3,0.0,0.0,0.0,no,predictive,22.7,5.9,21,19,89.6,expert,5.7,0.7,no,no,27.5,SUP-115,295.0,4.94,1.15,1.15,contamination,labelling,100pct_manual,yes,no,no,no,99.9705,97.5922,260.1,1.02,48.2,26.9,,8.6,109.2,5924.71,9273.96,16.33,0.0,4.08,300,38280.0,7660.08,63.6,75.9967
MFG-LINE-PLT-003-02,PLT-003,WC-013,SHF-PLT-003-20210421-2,2021-04-21,2,457.3,PRD-2021-SKU-02719,electronics_pcb,WO-2021-88890,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,50.294,6.035,43.8,63.85,50.89,60.25,0.12,WC-001,46.4,83.87,WC-001,0.0,750,425,424,1,0,1,71.49,98.63,0.7248,99.8229,425,0.5,1,-43.33,4.28,457.3,356.7,0.78,0.7248,0.9976,0.564,17.91,31.76,100.6,161.4,1,reduced_speed,average,performance_loss,0.0,0,100.6,0.0,6,76.2,16.8,27.7,no,27.7,37.2,18.5,17.2,0.0,0.0,no,preventive,24.8,4.2,14,13,78.5,semi_skilled,5.2,0.0,no,no,10.6,SUP-144,1771.0,4.42,0.97,1.04,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8229,98.9947,223.0,0.526,52.1,31.9,,8.7,93.7,2508.58,2184.0,9.17,0.0,2.29,150,15090.0,3020.29,51.9,20.259
MFG-LINE-PLT-007-01,PLT-007,WC-018,SHF-PLT-007-20210331-1,2021-03-31,1,450.2,PRD-2021-SKU-08543,industrial_machinery,WO-2021-03506,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,280.667,8.42,241.22,699.87,281.32,294.56,0.03,WC-015,289.88,93.89,WC-014,259.51,158,67,66,1,0,1,12.69,21.16,0.5997,99.8268,67,0.0,0,-57.59,4.4,450.2,402.1,0.8932,0.4724,0.9851,0.4156,12.99,31.26,48.1,74.8,1,reduced_speed,poor,performance_loss,85.2,2,48.1,0.0,2,225.1,24.0,25.9,no,48.1,0.0,0.0,0.0,0.0,0.0,no,predictive,27.1,4.9,3,2,88.7,trainee,12.0,1.5,no,no,85.6,SUP-014,1732.0,4.42,0.97,1.03,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8268,99.0237,206.6,3.13,37.3,25.6,,7.9,86.8,951.19,1937.64,51.71,0.0,12.93,100,4810.0,974.93,71.5,96.2636
MFG-LINE-PLT-005-03,PLT-005,WC-001,SHF-PLT-005-20210826-2,2021-08-26,2,447.1,PRD-2021-SKU-06276,automotive_body,WO-2021-41446,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.621,3.431,63.07,200.59,67.94,74.28,0.05,WC-001,69.25,91.74,WC-002,5.02,473,178,177,1,0,1,52.2,63.6,0.8208,99.9811,178,0.4,1,-62.37,7.92,447.1,204.6,0.4576,0.8208,0.9944,0.3735,11.6,31.05,242.5,38.9,1,equipment_failure,poor,availability_loss,0.0,0,242.5,0.0,3,149.0,80.8,180.0,yes,203.4,0.0,39.1,0.0,0.0,0.0,no,predictive,32.9,6.0,4,3,71.5,skilled,2.2,0.0,no,yes,64.1,SUP-189,189.0,5.05,1.18,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9811,98.3877,397.0,2.243,94.3,56.1,7.9,8.2,166.7,1045.78,2318.49,34.93,0.0,8.73,200,48500.0,9708.73,74.6,54.1345
MFG-LINE-PLT-005-06,PLT-005,WC-032,SHF-PLT-005-20210119-1,2021-01-19,1,469.2,PRD-2021-SKU-08817,automotive_body,WO-2021-34554,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,78.866,3.943,70.61,179.93,81.59,85.37,0.05,WC-010,83.24,95.95,WC-007,30.87,375,308,307,1,0,1,45.57,48.0,0.9494,99.9626,308,0.8,1,-17.87,3.02,469.2,405.6,0.8644,0.9493,0.9968,0.818,26.65,32.58,63.6,16.4,1,setup_adjustment,good,availability_loss,0.0,0,63.6,0.0,3,156.4,21.2,32.4,yes,32.4,11.9,0.0,0.0,0.0,19.3,no,predictive,32.1,4.6,15,13,91.9,expert,11.7,0.0,no,no,20.6,SUP-138,374.0,4.87,1.12,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.9626,97.0101,785.3,2.558,186.9,82.4,15.7,8.0,329.8,4456.01,10850.22,51.78,0.0,12.95,200,12720.0,2556.95,67.7,101.8061
MFG-LINE-PLT-004-07,PLT-004,WC-016,SHF-PLT-004-20201011-3,2020-10-11,3,448.2,PRD-2020-SKU-01691,industrial_machinery,WO-2020-27647,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,283.877,14.194,246.02,557.99,285.29,307.3,0.05,WC-003,302.86,96.99,WC-002,265.83,134,78,77,1,0,1,12.62,18.05,0.6992,99.7464,78,0.3,1,-41.79,0.79,448.2,389.9,0.8699,0.6648,0.9872,0.5709,17.77,31.13,58.3,39.3,1,idling_minor_stops,average,performance_loss,19.0,1,58.3,0.0,5,89.6,11.7,16.0,no,10.6,40.8,0.0,0.0,0.0,6.9,no,preventive,22.9,6.6,14,13,77.6,semi_skilled,1.2,0.0,no,no,76.3,SUP-173,2536.0,4.3,0.93,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7464,99.0528,184.1,2.391,37.5,12.8,,8.4,77.3,3876.98,5153.68,20.93,0.0,5.23,100,5830.0,1171.23,25.5,138.4831
MFG-LINE-PLT-010-02,PLT-010,WC-027,SHF-PLT-010-20201110-3,2020-11-10,3,443.8,PRD-2020-SKU-05180,industrial_machinery,WO-2020-65187,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,339.197,59.359,312.45,911.0,342.12,437.14,0.175,WC-002,358.13,95.98,WC-003,326.82,91,60,59,1,0,1,10.52,12.38,0.8498,99.7931,60,0.4,1,-34.07,1.6,443.8,379.5,0.8551,0.7666,0.9833,0.6446,19.87,30.82,64.3,18.3,1,reduced_speed,average,performance_loss,37.3,2,64.3,0.0,4,110.9,16.1,27.6,no,27.6,9.9,26.8,0.0,0.0,0.0,no,preventive,32.7,5.5,7,5,80.2,expert,22.4,1.7,no,no,41.7,SUP-033,2069.0,4.37,0.96,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7931,97.3314,196.8,3.336,42.0,26.2,,7.8,82.7,831.31,737.5,31.51,0.0,7.88,100,6430.0,1293.88,32.5,58.6341
MFG-LINE-PLT-004-05,PLT-004,WC-032,SHF-PLT-004-20210509-1,2021-05-09,1,428.9,PRD-2021-SKU-09782,industrial_machinery,WO-2021-16106,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,195.891,9.795,175.56,299.68,194.76,212.05,0.05,WC-003,199.14,92.42,WC-009,172.1,169,84,83,1,0,1,18.35,23.79,0.7713,99.8744,84,2.6,9,-50.3,0.97,428.9,428.9,1.0,0.4939,0.9881,0.488,14.53,29.78,0.0,86.1,1,reduced_speed,poor,performance_loss,154.2,4,0.0,0.0,0,428.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,6.6,13,12,70.0,semi_skilled,1.4,0.0,no,no,11.4,SUP-066,1256.0,4.52,1.01,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8744,96.9499,206.3,2.486,47.5,24.1,,8.3,86.6,2730.16,6772.36,94.31,0.0,23.58,100,0.0,23.58,41.4,209.9345
MFG-LINE-PLT-004-03,PLT-004,WC-035,SHF-PLT-004-20240808-1,2024-08-08,1,474.9,PRD-2024-SKU-02368,industrial_machinery,WO-2024-66489,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,139.462,6.973,120.42,229.43,140.84,150.97,0.05,WC-002,145.68,94.96,WC-003,112.37,214,191,190,1,0,1,25.69,27.09,0.9483,99.9041,191,0.6,1,-10.75,1.85,474.9,446.0,0.9391,0.9485,0.9948,0.8861,29.23,32.98,28.9,10.4,1,setup_adjustment,world_class,availability_loss,0.0,0,28.9,0.0,2,237.5,14.4,16.7,no,0.0,0.0,12.2,16.7,0.0,0.0,no,preventive,22.2,5.8,14,13,67.8,expert,5.2,0.0,no,yes,75.8,SUP-081,959.0,4.6,1.03,1.06,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9041,98.1724,506.9,2.668,118.7,74.9,,8.2,212.9,2572.45,6133.69,31.63,0.0,7.91,100,2890.0,585.91,30.6,77.6183
MFG-LINE-PLT-007-02,PLT-007,WC-013,SHF-PLT-007-20200424-1,2020-04-24,1,428.9,PRD-2020-SKU-01544,industrial_machinery,WO-2020-98154,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,297.698,35.724,260.54,687.35,284.81,356.64,0.12,WC-001,323.07,98.66,WC-002,282.16,110,66,65,1,0,1,11.93,15.54,0.7677,99.7724,66,0.1,0,-40.0,0.57,428.9,350.9,0.8181,0.726,0.9848,0.585,17.42,29.78,78.0,24.9,1,idling_minor_stops,average,performance_loss,18.9,2,78.0,0.0,7,61.3,11.1,17.4,no,17.4,0.0,28.6,32.0,0.0,0.0,no,corrective,32.8,5.7,17,16,82.0,semi_skilled,1.7,0.0,no,no,15.1,SUP-158,2276.0,4.34,0.95,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7724,98.1307,158.4,2.437,30.1,13.4,,8.4,66.5,7350.56,11520.13,87.02,0.0,21.75,100,7800.0,1581.75,48.4,378.6771
MFG-LINE-PLT-004-01,PLT-004,WC-016,SHF-PLT-004-20241006-3,2024-10-06,3,464.8,PRD-2024-SKU-04456,industrial_machinery,WO-2024-47721,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,266.03,13.302,230.62,756.57,271.54,287.98,0.05,WC-005,272.44,93.1,WC-008,248.84,133,86,85,1,0,1,13.43,17.19,0.7813,99.8978,86,1.2,3,-35.34,2.19,464.8,384.3,0.8268,0.7811,0.9884,0.6383,20.6,32.27,80.5,24.1,1,reduced_speed,average,performance_loss,0.0,0,80.5,0.0,4,116.2,20.1,46.0,yes,0.0,0.0,10.5,0.0,9.5,60.5,no,predictive,28.6,4.7,6,5,87.1,skilled,7.8,0.0,no,no,50.3,SUP-193,1022.0,4.58,1.03,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8978,97.2145,251.4,2.958,45.1,32.0,,8.0,105.6,1682.11,2455.81,81.58,0.0,20.39,100,8050.0,1630.39,62.5,131.2212
MFG-LINE-PLT-004-05,PLT-004,WC-025,SHF-PLT-004-20230830-1,2023-08-30,1,454.7,PRD-2023-SKU-09896,industrial_machinery,WO-2023-77541,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,153.604,7.68,133.52,201.74,155.7,166.28,0.05,WC-005,157.09,92.97,WC-009,129.81,180,146,145,1,0,1,23.31,23.79,0.9798,99.9493,146,0.1,0,-18.89,2.73,454.7,448.8,0.987,0.8203,0.9932,0.8041,25.39,31.58,5.9,32.0,1,idling_minor_stops,good,performance_loss,73.0,4,5.9,0.0,1,454.7,5.9,5.9,no,0.0,0.0,0.0,5.9,0.0,0.0,no,preventive,3.8,7.2,8,7,61.8,expert,8.2,0.0,no,no,81.3,SUP-054,507.0,4.79,1.1,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9493,98.6279,425.1,2.932,93.5,57.7,,8.0,178.5,2237.73,2565.08,33.32,0.0,8.33,100,590.0,126.33,72.3,66.6726
MFG-LINE-PLT-004-02,PLT-004,WC-038,SHF-PLT-004-20231117-3,2023-11-17,3,443.9,PRD-2023-SKU-08700,industrial_machinery,WO-2023-41810,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,309.575,66.094,291.86,757.9,339.62,418.63,0.213,WC-001,383.7,99.9,WC-002,293.57,117,81,80,1,0,1,11.55,16.0,0.7219,99.3959,81,0.9,2,-30.77,10.81,443.9,443.9,1.0,0.6842,0.9877,0.6758,20.83,30.83,0.0,37.4,1,reduced_speed,average,performance_loss,23.2,1,0.0,0.0,0,443.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.9,1,1,66.1,semi_skilled,13.1,0.0,no,no,64.1,SUP-081,6041.0,4.01,0.84,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.3959,98.3447,152.0,1.9,37.1,10.1,,8.7,63.8,312.1,529.75,118.99,0.0,29.75,100,0.0,29.75,54.1,131.0005
MFG-LINE-PLT-005-04,PLT-005,WC-010,SHF-PLT-005-20210711-3,2021-07-11,3,428.4,PRD-2021-SKU-03323,automotive_body,WO-2021-54191,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,58.308,6.997,52.69,116.05,56.8,69.85,0.12,WC-003,59.93,93.43,WC-002,0.0,551,299,298,1,0,1,61.59,77.25,0.7973,99.9617,299,2.8,9,-45.74,20.87,428.4,351.4,0.8203,0.6608,0.9967,0.5402,16.07,29.75,77.0,153.5,1,reduced_speed,average,performance_loss,60.1,2,77.0,0.0,3,142.8,25.7,34.5,yes,67.0,10.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.2,3,2,76.0,skilled,23.3,0.0,no,yes,19.4,SUP-061,383.0,4.86,1.12,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9617,98.7389,588.0,1.973,145.5,87.8,11.8,8.4,247.0,276.57,409.11,64.85,0.0,16.21,200,15400.0,3096.21,31.3,67.3686
MFG-LINE-PLT-006-02,PLT-006,WC-043,SHF-PLT-006-20231013-2,2023-10-13,2,422.8,PRD-2023-SKU-03450,food_beverage,WO-2023-54498,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,10.895,1.307,10.1,27.37,10.57,13.05,0.12,WC-018,11.69,97.52,WC-004,0.0,3830,1589,1583,6,3,3,330.38,545.45,0.6057,99.656,1592,4.7,9,-58.51,224.63,379.8,269.8,0.7104,0.6478,0.9962,0.4584,12.09,26.38,110.0,864.0,6,idling_minor_stops,poor,performance_loss,24.3,1,110.0,43.0,6,70.5,18.3,23.8,no,63.9,23.8,11.4,0.0,0.0,10.9,yes,emergency,15.5,7.4,2,1,65.4,trainee,0.9,0.0,no,no,39.4,SUP-179,3440.0,4.2,0.9,0.95,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.656,99.6257,802.6,0.507,189.9,48.5,,7.5,337.1,244.92,281.2,3.86,11.58,2.9,80,8800.0,1774.48,25.4,4.207
MFG-LINE-PLT-003-01,PLT-003,WC-044,SHF-PLT-003-20230627-2,2023-06-27,2,445.3,PRD-2023-SKU-03415,electronics_pcb,WO-2023-90804,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,28.508,1.425,26.64,57.73,28.19,30.86,0.05,WC-012,30.31,96.66,WC-008,0.0,1301,591,589,2,0,2,126.26,175.61,0.719,99.8295,591,3.6,10,-54.57,4.67,445.3,304.1,0.6829,0.664,0.9966,0.4519,13.97,30.92,141.2,299.1,2,idling_minor_stops,poor,performance_loss,23.3,1,141.2,0.0,4,111.3,35.3,85.2,yes,117.0,0.0,24.2,0.0,0.0,0.0,no,corrective,24.0,4.6,18,17,72.2,semi_skilled,0.0,0.0,no,no,53.8,SUP-113,1705.0,4.43,0.98,1.06,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.8295,97.7119,394.0,0.669,87.5,33.2,,8.3,165.5,5818.33,13377.5,6.48,0.0,3.24,150,21180.0,4239.24,66.3,39.0925
MFG-LINE-PLT-002-04,PLT-002,WC-031,SHF-PLT-002-20211018-3,2021-10-18,3,463.3,PRD-2021-SKU-06195,electronics_pcb,WO-2021-96481,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.464,4.156,17.9,31.86,18.31,26.32,0.213,WC-002,19.27,89.98,WC-001,0.0,1967,1293,1290,3,1,2,184.9,255.32,0.7242,99.7893,1294,1.8,4,-34.27,10.44,463.3,419.6,0.9057,0.7242,0.9977,0.6544,21.05,32.17,43.7,492.4,3,reduced_speed,average,performance_loss,0.0,0,43.7,0.0,2,231.6,21.9,30.4,yes,0.0,43.7,0.0,0.0,0.0,0.0,no,preventive,15.6,6.9,19,16,73.1,semi_skilled,15.6,0.0,no,no,25.8,SUP-043,2107.0,4.36,0.95,0.98,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7893,99.5221,335.4,0.26,77.0,25.0,,9.3,140.9,5869.87,13351.4,9.86,9.86,4.93,150,6555.0,1325.79,60.7,24.7831
MFG-LINE-PLT-010-01,PLT-010,WC-034,SHF-PLT-010-20240614-1,2024-06-14,1,420.5,PRD-2024-SKU-08599,industrial_machinery,WO-2024-58606,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,454.669,36.374,397.62,1050.2,447.08,514.69,0.08,WC-003,462.47,92.47,WC-004,441.8,90,42,41,1,0,1,7.77,12.87,0.6037,99.8053,42,0.0,0,-53.33,0.53,420.5,362.1,0.8611,0.5407,0.9762,0.4546,13.27,29.2,58.4,35.7,1,reduced_speed,poor,performance_loss,37.8,2,58.4,0.0,5,84.1,11.7,23.4,no,0.0,23.4,22.1,6.1,6.9,0.0,no,corrective,19.7,5.8,13,11,70.4,trainee,14.7,0.0,no,no,39.2,SUP-145,1947.0,4.39,0.96,0.97,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8053,96.8778,62.7,1.529,13.0,5.3,,9.0,26.3,2951.24,2761.86,17.85,0.0,4.46,100,5840.0,1172.46,36.9,157.6293
MFG-LINE-PLT-005-06,PLT-005,WC-034,SHF-PLT-005-20230328-2,2023-03-28,2,442.7,PRD-2023-SKU-03876,automotive_body,WO-2023-20191,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,81.791,4.09,70.25,122.29,83.4,88.54,0.05,WC-006,85.94,95.52,WC-009,33.79,354,277,276,1,0,1,43.93,48.0,0.9152,99.9896,277,0.7,2,-21.75,2.67,442.7,378.3,0.8545,0.9152,0.9964,0.7793,23.96,30.75,64.4,25.7,1,setup_adjustment,good,availability_loss,0.0,0,64.4,0.0,2,221.4,32.2,51.8,yes,0.0,51.8,0.0,12.6,0.0,0.0,no,preventive,32.1,5.9,16,14,94.7,expert,8.9,0.0,no,no,35.3,SUP-162,104.0,5.21,1.24,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9896,98.1178,603.6,2.187,135.9,48.7,12.1,8.3,253.5,6710.98,15236.57,33.3,0.0,8.32,200,12880.0,2584.32,48.6,112.9408
MFG-LINE-PLT-008-02,PLT-008,WC-047,SHF-PLT-008-20230112-3,2023-01-12,3,455.5,PRD-2023-SKU-06485,medical_devices,WO-2023-77545,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.416,3.873,43.22,94.15,47.64,54.81,0.08,WC-001,52.27,98.15,WC-004,0.0,706,492,491,1,0,1,74.24,93.02,0.7981,99.99,492,0.7,2,-30.31,9.24,455.5,397.6,0.8729,0.7981,0.998,0.6952,21.99,31.63,57.9,124.5,1,idling_minor_stops,average,performance_loss,0.0,0,57.9,0.0,3,151.8,19.3,35.4,yes,0.0,35.4,9.3,13.2,0.0,0.0,no,corrective,8.4,6.6,9,7,63.7,skilled,15.2,0.0,no,yes,34.7,SUP-130,97.0,5.23,1.24,1.27,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.8767,523.9,1.067,109.5,63.1,,8.2,220.0,2979.95,2873.29,33.16,0.0,8.29,250,14475.0,2903.29,53.6,45.1486
MFG-LINE-PLT-005-01,PLT-005,WC-011,SHF-PLT-005-20241226-1,2024-12-26,1,451.4,PRD-2024-SKU-09771,automotive_body,WO-2024-92397,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,35.878,4.305,33.11,84.95,37.18,42.98,0.12,WC-002,37.95,96.17,WC-001,0.0,787,602,601,1,0,1,100.28,104.65,0.9582,99.9832,602,0.3,0,-23.51,7.99,451.4,360.2,0.798,0.9582,0.9983,0.7633,23.93,31.35,91.2,26.3,1,equipment_failure,good,availability_loss,0.0,0,91.2,0.0,5,90.3,18.2,34.0,yes,58.6,0.0,27.3,5.3,0.0,0.0,no,corrective,20.8,5.7,11,10,84.9,expert,0.7,0.0,no,no,77.6,SUP-012,168.0,5.09,1.2,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9832,99.2539,1060.8,1.765,229.4,121.2,21.2,8.6,445.5,4495.14,11076.23,23.72,0.0,5.93,200,18240.0,3653.93,49.2,49.6686
MFG-LINE-PLT-005-04,PLT-005,WC-044,SHF-PLT-005-20210608-2,2021-06-08,2,442.6,PRD-2021-SKU-01633,automotive_body,WO-2021-96956,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,51.383,6.166,43.89,127.72,49.52,61.56,0.12,WC-002,55.88,98.87,WC-001,0.0,569,363,362,1,0,1,69.99,77.25,0.906,99.9667,363,0.2,0,-36.2,3.77,442.6,311.2,0.7031,0.9059,0.9972,0.6352,19.52,30.74,131.4,37.7,1,setup_adjustment,average,availability_loss,0.0,0,131.4,0.0,6,73.8,21.9,61.2,yes,61.2,9.1,9.4,5.0,6.0,40.8,no,corrective,15.6,5.5,14,13,88.1,expert,3.8,0.0,no,no,67.3,SUP-019,333.0,4.9,1.13,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9667,98.621,1001.7,2.767,268.0,149.4,20.0,7.8,420.7,3761.15,7309.14,48.56,0.0,12.14,200,26280.0,5268.14,29.0,79.2751
MFG-LINE-PLT-008-02,PLT-008,WC-009,SHF-PLT-008-20200307-2,2020-03-07,2,422.5,PRD-2020-SKU-03959,medical_devices,WO-2020-52358,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.124,3.61,41.51,115.83,45.99,51.08,0.08,WC-001,46.22,93.12,WC-005,0.0,654,435,434,1,0,1,79.66,93.02,0.8564,99.9899,435,1.6,6,-33.49,6.16,422.5,365.1,0.8641,0.7685,0.9977,0.6625,19.44,29.34,57.4,131.0,1,idling_minor_stops,average,performance_loss,37.5,1,57.4,0.0,4,105.6,14.3,21.5,no,37.7,0.0,0.0,19.7,0.0,0.0,no,emergency,8.4,6.5,12,10,83.6,skilled,14.9,0.0,no,no,10.1,SUP-141,101.0,5.22,1.24,1.24,contamination,functional_failure,automated_vision,yes,no,no,no,99.9899,97.7145,490.0,1.129,115.0,53.6,,8.1,205.8,2090.21,4956.55,14.66,0.0,3.67,250,14350.0,2873.67,58.4,30.9306
MFG-LINE-PLT-010-01,PLT-010,WC-019,SHF-PLT-010-20230211-1,2023-02-11,1,450.7,PRD-2023-SKU-09544,industrial_machinery,WO-2023-35511,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,296.068,23.685,257.88,557.22,300.77,335.15,0.08,WC-003,293.65,90.17,WC-002,283.2,96,69,68,1,0,1,12.06,12.87,0.9371,99.9461,69,0.1,0,-28.12,0.65,450.7,368.5,0.8176,0.8728,0.9855,0.7033,22.01,31.3,82.2,10.1,1,setup_adjustment,good,availability_loss,25.3,1,82.2,0.0,4,112.7,20.5,40.8,yes,40.8,0.0,33.3,0.0,8.1,0.0,no,corrective,19.7,7.0,15,14,60.2,multi_skilled,4.8,0.0,no,yes,38.7,SUP-020,539.0,4.77,1.09,1.23,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9461,98.1781,157.7,2.319,30.7,18.7,,8.5,66.2,5075.38,12149.35,56.07,0.0,14.02,100,8220.0,1658.02,39.1,310.1994
MFG-LINE-PLT-004-01,PLT-004,WC-003,SHF-PLT-004-20230916-3,2023-09-16,3,437.5,PRD-2023-SKU-09813,industrial_machinery,WO-2023-73802,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.011,12.101,217.61,579.36,238.93,261.98,0.05,WC-002,251.6,94.51,WC-005,224.82,125,64,63,1,0,1,14.84,17.19,0.8633,99.9464,64,0.7,1,-48.8,0.96,437.5,291.1,0.6654,0.7673,0.9844,0.5026,15.27,30.38,146.4,19.4,1,setup_adjustment,average,availability_loss,32.3,1,146.4,0.0,10,43.7,14.6,22.9,no,64.7,15.1,17.7,0.0,13.9,34.9,no,preventive,28.6,5.7,13,9,75.2,expert,24.5,0.0,no,no,72.2,SUP-059,536.0,4.77,1.09,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9464,98.674,216.4,3.435,56.0,24.1,,7.7,90.9,2187.96,5291.28,36.68,0.0,9.17,100,14640.0,2937.17,33.7,155.9803
MFG-LINE-PLT-005-01,PLT-005,WC-047,SHF-PLT-005-20211220-1,2021-12-20,1,457.1,PRD-2021-SKU-07511,automotive_body,WO-2021-54239,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.358,5.323,41.19,102.59,44.01,53.14,0.12,WC-001,44.77,91.75,WC-002,0.0,796,537,536,1,0,1,81.14,104.65,0.7753,99.9141,537,1.6,3,-32.54,5.86,457.1,397.1,0.8687,0.7753,0.9981,0.6723,21.34,31.74,60.0,155.6,1,reduced_speed,average,performance_loss,0.0,0,60.0,0.0,3,152.4,20.0,40.1,yes,40.1,0.0,9.5,10.5,0.0,0.0,no,emergency,20.8,6.1,14,12,93.8,semi_skilled,11.8,0.1,no,no,15.1,SUP-179,859.0,4.64,1.05,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9141,96.9763,1762.4,3.288,320.9,89.6,35.2,7.4,740.2,5154.63,7876.72,15.45,0.0,3.86,200,12000.0,2403.86,46.3,39.791
MFG-LINE-PLT-007-02,PLT-007,WC-012,SHF-PLT-007-20220917-2,2022-09-17,2,458.9,PRD-2022-SKU-08887,industrial_machinery,WO-2022-87426,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,248.063,29.768,229.17,466.81,262.68,297.18,0.12,WC-002,264.13,96.8,WC-001,232.52,118,74,73,1,0,1,14.38,15.54,0.9254,99.9207,74,0.1,0,-37.29,1.19,458.9,348.4,0.7592,0.8199,0.9865,0.6141,19.57,31.87,110.5,16.3,1,equipment_failure,average,availability_loss,39.7,3,110.5,0.0,6,76.5,18.4,55.4,yes,0.0,33.5,18.3,3.3,0.0,55.4,no,corrective,32.8,6.7,9,8,84.0,expert,10.6,0.0,no,no,43.4,SUP-162,793.0,4.66,1.05,1.17,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9207,98.1084,186.1,2.55,39.3,12.2,,8.3,78.2,2629.38,5012.43,64.54,0.0,16.14,100,11050.0,2226.14,67.7,170.1064
MFG-LINE-PLT-004-07,PLT-004,WC-009,SHF-PLT-004-20220330-3,2022-03-30,3,467.3,PRD-2022-SKU-08054,industrial_machinery,WO-2022-14579,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,281.191,14.06,266.42,454.33,283.78,304.39,0.05,WC-003,297.5,96.18,WC-001,263.14,140,89,88,1,0,1,12.78,18.05,0.708,99.856,89,4.1,10,-36.43,0.87,467.3,445.0,0.9523,0.6647,0.9888,0.6258,20.31,32.45,22.3,44.9,1,idling_minor_stops,average,performance_loss,27.0,1,22.3,0.0,2,233.7,11.1,14.2,no,0.0,22.3,0.0,0.0,0.0,0.0,no,preventive,22.9,6.6,15,13,70.8,semi_skilled,13.1,0.0,no,yes,22.4,SUP-001,1440.0,4.48,0.99,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.856,99.4333,151.4,1.721,32.1,8.9,,8.9,63.6,3831.45,4238.48,38.15,0.0,9.54,100,2230.0,455.54,63.7,130.2873
MFG-LINE-PLT-003-02,PLT-003,WC-005,SHF-PLT-003-20210611-2,2021-06-11,2,457.4,PRD-2021-SKU-04635,electronics_pcb,WO-2021-31710,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.875,5.145,37.23,74.38,40.59,51.36,0.12,WC-001,42.54,90.19,WC-001,0.0,751,508,507,1,0,1,83.92,98.63,0.8509,99.9134,508,0.6,1,-32.36,5.12,457.4,378.6,0.8277,0.8164,0.998,0.6744,21.42,31.76,78.8,114.3,1,idling_minor_stops,average,performance_loss,15.3,1,78.8,0.0,4,114.3,19.7,34.8,yes,34.8,28.5,0.0,15.5,0.0,0.0,no,predictive,24.8,6.5,14,13,90.5,skilled,2.5,0.0,no,no,10.0,SUP-084,866.0,4.63,1.04,1.19,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9134,97.5588,364.0,0.718,66.6,38.1,,8.2,152.9,3866.51,6887.7,22.84,0.0,5.71,150,11820.0,2369.71,72.3,44.0965
MFG-LINE-PLT-003-03,PLT-003,WC-006,SHF-PLT-003-20240412-1,2024-04-12,1,457.1,PRD-2024-SKU-05083,electronics_pcb,WO-2024-14687,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.876,0.544,9.97,32.07,10.53,11.77,0.05,WC-001,10.88,90.98,WC-002,0.0,2855,1601,1600,1,0,1,330.9,375.0,0.8824,99.9448,1601,0.4,1,-43.92,26.25,457.1,377.8,0.8265,0.6781,0.9994,0.5601,17.78,31.74,79.3,760.0,1,idling_minor_stops,average,performance_loss,87.5,2,79.3,0.0,6,76.2,13.2,21.8,no,35.3,0.0,12.7,7.5,5.7,18.0,no,preventive,16.8,5.7,9,8,82.9,skilled,7.6,0.4,no,no,19.1,SUP-157,552.0,4.76,1.09,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9448,98.7686,1803.2,1.127,331.2,104.2,,7.2,757.3,3769.62,9218.12,14.14,0.0,3.54,150,11895.0,2382.54,49.7,22.2662
MFG-LINE-PLT-005-06,PLT-005,WC-002,SHF-PLT-005-20220918-2,2022-09-18,2,447.9,PRD-2022-SKU-03144,automotive_body,WO-2022-49989,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,132.029,6.601,122.99,350.99,132.54,142.92,0.05,WC-010,136.74,94.15,WC-001,84.03,358,167,166,1,0,1,27.2,48.0,0.5667,99.9294,167,3.5,10,-53.35,1.39,447.9,387.3,0.8647,0.539,0.994,0.4633,14.41,31.1,60.6,142.8,1,reduced_speed,poor,performance_loss,18.9,1,60.6,0.0,6,74.6,10.1,18.0,no,0.0,18.0,12.3,20.0,10.3,0.0,no,corrective,32.1,5.1,18,16,71.0,trainee,5.8,0.0,no,no,16.0,SUP-053,706.0,4.69,1.06,1.1,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9294,98.2876,176.6,1.064,30.8,12.2,3.5,9.1,74.2,5875.06,8964.41,18.52,0.0,4.63,200,12120.0,2428.63,40.6,108.026
MFG-LINE-PLT-004-04,PLT-004,WC-047,SHF-PLT-004-20240404-3,2024-04-04,3,470.6,PRD-2024-SKU-02529,industrial_machinery,WO-2024-07100,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,518.929,140.76,492.86,1073.54,484.75,751.18,0.271,WC-002,557.39,97.65,WC-001,506.5,96,43,42,1,0,1,6.85,12.43,0.5511,99.0362,43,6.1,13,-55.21,0.45,470.6,470.6,1.0,0.4411,0.9767,0.4309,14.08,32.68,0.0,54.5,1,idling_minor_stops,poor,performance_loss,94.2,3,0.0,0.0,0,470.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,24.6,6.0,16,12,68.1,trainee,24.2,0.0,no,no,28.6,SUP-121,9638.0,3.84,0.78,0.84,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.0362,98.4182,141.2,3.363,27.4,13.6,,7.8,59.3,4686.76,6477.57,68.96,0.0,17.24,100,0.0,17.24,71.7,336.4193
MFG-LINE-PLT-004-01,PLT-004,WC-031,SHF-PLT-004-20201018-1,2020-10-18,1,459.0,PRD-2020-SKU-06263,industrial_machinery,WO-2020-50436,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,224.116,11.206,198.81,460.3,223.97,242.61,0.05,WC-002,231.53,93.92,WC-003,206.93,131,75,74,1,0,1,15.89,17.19,0.9244,99.9172,75,0.1,0,-42.75,1.61,459.0,300.4,0.6545,0.8713,0.9867,0.5626,17.93,31.88,158.6,11.1,1,setup_adjustment,average,availability_loss,17.2,1,158.6,0.0,8,57.4,19.8,31.3,yes,85.2,21.8,31.2,0.0,0.0,20.3,no,preventive,28.6,5.5,7,6,84.3,multi_skilled,9.6,0.0,no,no,34.4,SUP-045,828.0,4.65,1.05,1.18,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9172,97.4271,190.1,2.569,41.2,20.9,,8.3,79.8,837.53,739.18,45.1,0.0,11.28,100,15860.0,3183.28,43.4,67.0164
MFG-LINE-PLT-005-03,PLT-005,WC-029,SHF-PLT-005-20210628-1,2021-06-28,1,420.1,PRD-2021-SKU-06675,automotive_body,WO-2021-12661,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,64.774,3.239,59.21,133.43,63.76,70.12,0.05,WC-001,65.16,91.45,WC-002,1.17,445,381,380,1,0,1,55.57,63.6,0.8737,99.9869,381,0.1,0,-14.38,4.17,420.1,411.4,0.9793,0.8736,0.9974,0.8533,24.89,29.17,8.7,55.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,8.7,0.0,1,420.1,8.7,8.7,no,0.0,0.0,8.7,0.0,0.0,0.0,no,preventive,32.9,4.5,15,13,81.3,skilled,11.6,0.0,no,no,62.0,SUP-145,131.0,5.15,1.22,1.31,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9869,98.1566,792.3,2.085,162.3,74.4,15.8,8.3,332.8,3398.55,5498.15,29.97,0.0,7.49,200,1740.0,355.49,30.5,53.4612
MFG-LINE-PLT-002-02,PLT-002,WC-019,SHF-PLT-002-20210820-3,2021-08-20,3,451.3,PRD-2021-SKU-09321,electronics_pcb,WO-2021-70133,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.586,0.468,13.45,23.73,15.53,16.36,0.03,WC-003,16.22,94.62,WC-010,0.0,2115,1629,1628,1,0,1,230.96,281.25,0.8212,99.9838,1629,2.1,6,-22.98,27.06,451.3,423.2,0.9377,0.8212,0.9994,0.7696,24.12,31.34,28.1,354.7,1,idling_minor_stops,good,performance_loss,0.0,0,28.1,0.0,2,225.6,14.0,14.1,no,0.0,14.0,14.1,0.0,0.0,0.0,no,preventive,2.0,6.7,11,8,73.6,skilled,18.4,0.0,no,no,34.3,SUP-174,162.0,5.1,1.2,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9838,99.7624,1867.3,1.147,400.1,269.6,,7.1,784.3,3047.18,6600.58,9.44,0.0,2.36,150,4215.0,845.36,37.0,15.3719
MFG-LINE-PLT-008-02,PLT-008,WC-030,SHF-PLT-008-20220213-2,2022-02-13,2,475.7,PRD-2022-SKU-09751,medical_devices,WO-2022-45060,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.293,3.463,37.48,111.27,42.32,49.01,0.08,WC-001,45.8,96.18,WC-005,0.0,737,561,560,1,0,1,83.1,93.02,0.8934,99.9853,561,2.7,8,-23.88,8.83,475.7,405.0,0.8514,0.8934,0.9982,0.7593,25.08,33.04,70.7,66.9,1,equipment_failure,good,availability_loss,0.0,0,70.7,0.0,2,237.9,35.3,45.3,yes,25.3,0.0,0.0,0.0,0.0,45.3,no,preventive,8.4,6.6,10,8,84.5,multi_skilled,11.5,0.0,no,no,46.5,SUP-125,147.0,5.12,1.21,1.36,contamination,functional_failure,automated_vision,no,no,no,no,99.9853,98.6626,800.2,1.429,139.6,116.7,,7.6,336.1,3344.94,4955.82,11.47,0.0,2.87,250,17675.0,3537.87,25.4,26.3133
MFG-LINE-PLT-004-03,PLT-004,WC-022,SHF-PLT-004-20210313-2,2021-03-13,2,441.8,PRD-2021-SKU-02490,industrial_machinery,WO-2021-96984,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,147.08,7.354,125.2,228.58,149.46,159.21,0.05,WC-004,151.95,93.92,WC-005,119.99,199,117,116,1,0,1,24.29,27.09,0.8966,99.9368,117,0.6,1,-41.21,0.98,441.8,289.0,0.6541,0.8968,0.9915,0.5816,17.84,30.68,152.8,13.5,1,setup_adjustment,average,availability_loss,0.0,0,152.8,0.0,8,55.2,19.1,42.0,yes,93.3,27.9,21.4,0.0,0.0,10.3,no,preventive,22.2,5.1,19,16,84.7,expert,13.1,0.0,no,no,33.8,SUP-153,632.0,4.72,1.07,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9368,99.1287,283.7,2.446,50.8,38.8,,8.4,119.2,2455.45,3234.97,23.96,0.0,5.99,100,15280.0,3061.99,35.7,73.2219
MFG-LINE-PLT-001-02,PLT-001,WC-048,SHF-PLT-001-20220628-1,2022-06-28,1,431.5,PRD-2022-SKU-02401,pharmaceutical,WO-2022-40491,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.409,9.347,47.02,159.05,48.25,68.83,0.175,WC-005,56.9,96.86,WC-001,0.0,509,378,377,1,0,1,67.34,70.87,0.9502,99.9846,378,0.3,0,-25.74,7.49,431.5,350.4,0.812,0.9134,0.9974,0.7398,22.17,29.96,81.1,35.8,1,equipment_failure,good,availability_loss,13.6,1,81.1,0.0,2,215.7,40.6,41.6,yes,39.5,0.0,0.0,0.0,0.0,41.6,no,preventive,22.7,5.1,9,7,65.3,expert,13.4,0.0,no,no,84.6,SUP-133,154.0,5.11,1.2,1.34,contamination,labelling,100pct_manual,yes,no,no,no,99.9846,97.5723,631.5,1.675,128.0,36.9,,7.8,265.2,2668.44,5513.45,17.78,0.0,4.45,300,24330.0,4870.45,47.2,39.5298
MFG-LINE-PLT-010-01,PLT-010,WC-001,SHF-PLT-010-20210823-2,2021-08-23,2,473.4,PRD-2021-SKU-09169,industrial_machinery,WO-2021-22230,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,371.802,29.744,349.21,622.08,358.2,420.88,0.08,WC-002,402.04,98.3,WC-001,358.93,101,69,68,1,0,1,9.6,12.87,0.7459,99.8081,69,4.7,10,-31.68,1.72,473.4,431.3,0.9111,0.7458,0.9855,0.6696,22.01,32.88,42.1,23.5,1,idling_minor_stops,average,performance_loss,0.0,0,42.1,0.0,4,118.4,10.5,17.8,no,0.0,25.2,0.0,0.0,3.5,13.3,no,corrective,19.7,5.6,6,5,68.7,semi_skilled,6.4,0.0,no,no,74.9,SUP-158,1919.0,4.39,0.96,0.97,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8081,98.7247,262.3,3.857,52.2,24.6,,7.4,110.2,2401.28,4266.38,27.6,0.0,6.9,100,4210.0,848.9,63.1,126.0597
MFG-LINE-PLT-010-01,PLT-010,WC-027,SHF-PLT-010-20231108-2,2023-11-08,2,436.9,PRD-2023-SKU-07111,industrial_machinery,WO-2023-62618,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,374.274,29.942,330.99,565.1,370.83,423.68,0.08,WC-004,405.56,98.51,WC-003,361.4,93,51,50,1,0,1,9.6,12.87,0.7459,99.8024,51,1.3,4,-45.16,0.31,436.9,358.9,0.8215,0.6624,0.9804,0.5335,16.19,30.34,78.0,26.0,1,reduced_speed,average,performance_loss,40.2,1,78.0,0.0,4,109.2,19.5,32.9,yes,32.9,0.0,12.6,0.0,4.1,28.4,no,corrective,19.7,6.2,24,22,93.9,semi_skilled,6.0,0.0,no,no,89.3,SUP-090,1976.0,4.38,0.96,1.01,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,yes,99.8024,97.6168,161.7,3.234,34.1,23.4,,7.8,67.9,5429.23,10944.11,32.0,0.0,8.0,100,7800.0,1568.0,26.7,360.1068
MFG-LINE-PLT-004-02,PLT-004,WC-026,SHF-PLT-004-20200713-2,2020-07-13,2,429.0,PRD-2020-SKU-04260,industrial_machinery,WO-2020-49549,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,250.247,43.793,222.53,392.89,253.61,322.51,0.175,WC-001,260.43,94.61,WC-002,234.25,114,78,77,1,0,1,14.31,16.0,0.8944,99.8174,78,0.9,3,-31.58,2.15,429.0,375.1,0.8743,0.7799,0.9872,0.6732,20.05,29.79,53.9,22.0,1,reduced_speed,average,performance_loss,48.1,3,53.9,0.0,3,143.0,18.0,39.5,yes,39.5,0.0,0.0,14.4,0.0,0.0,no,corrective,6.1,6.6,6,5,75.6,expert,13.9,0.7,no,no,35.8,SUP-186,1826.0,4.41,0.97,1.07,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8174,98.0608,266.9,3.466,56.1,19.9,,7.7,112.1,1451.31,1716.37,49.95,0.0,12.49,100,5390.0,1090.49,48.4,91.7374
MFG-LINE-PLT-003-04,PLT-003,WC-025,SHF-PLT-003-20210316-2,2021-03-16,2,458.9,PRD-2021-SKU-04618,electronics_pcb,WO-2021-50174,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.26,1.863,32.55,72.58,36.68,40.33,0.05,WC-005,39.24,95.75,WC-004,0.0,1015,541,540,1,0,1,96.58,132.84,0.727,99.9215,541,1.0,2,-46.7,3.36,458.9,391.0,0.8521,0.6249,0.9982,0.5314,16.94,31.87,67.9,324.8,1,reduced_speed,average,performance_loss,54.9,4,67.9,0.0,4,114.7,17.0,28.5,no,28.5,0.0,37.2,0.0,2.3,0.0,no,predictive,11.0,5.6,22,21,91.3,semi_skilled,2.7,0.0,no,no,72.7,SUP-006,785.0,4.66,1.05,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9215,97.6073,296.5,0.549,75.4,38.0,,8.6,124.5,3816.21,8115.34,6.4,0.0,1.6,150,10185.0,2038.6,36.8,28.5073
MFG-LINE-PLT-004-05,PLT-004,WC-028,SHF-PLT-004-20211006-3,2021-10-06,3,463.8,PRD-2021-SKU-08739,industrial_machinery,WO-2021-72928,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,184.662,9.233,164.66,515.8,188.01,199.9,0.05,WC-006,189.16,93.12,WC-010,160.87,183,102,101,1,0,1,19.38,23.79,0.8146,99.8983,102,0.1,0,-44.26,13.06,463.8,375.0,0.8086,0.6858,0.9902,0.5491,17.69,32.21,88.8,46.7,1,reduced_speed,average,performance_loss,59.2,2,88.8,0.0,3,154.6,29.6,30.8,yes,58.0,30.8,0.0,0.0,0.0,0.0,no,corrective,3.8,7.6,1,1,69.5,skilled,20.2,0.0,no,no,68.2,SUP-047,1017.0,4.59,1.03,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8983,99.6791,397.2,3.933,84.8,53.5,,7.4,166.8,229.07,402.62,97.67,0.0,24.42,100,8880.0,1800.42,37.3,104.8914
MFG-LINE-PLT-002-03,PLT-002,WC-009,SHF-PLT-002-20201230-2,2020-12-30,2,471.7,PRD-2020-SKU-02260,electronics_pcb,WO-2020-95925,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.489,2.474,45.87,60.72,47.98,53.57,0.05,WC-009,50.48,92.73,WC-006,0.0,647,458,457,1,0,1,72.59,82.38,0.8812,99.9605,458,2.3,5,-29.21,5.28,471.7,411.8,0.873,0.81,0.9978,0.7056,23.12,32.76,59.9,107.4,1,reduced_speed,good,performance_loss,33.3,1,59.9,0.0,4,117.9,15.0,33.3,yes,33.3,0.0,22.5,0.0,4.2,0.0,no,predictive,13.3,6.4,12,11,62.3,multi_skilled,2.0,0.0,no,yes,77.1,SUP-063,395.0,4.86,1.12,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9605,97.4485,275.1,0.602,65.2,34.5,,8.5,115.5,3600.39,6679.55,11.13,0.0,2.78,150,8985.0,1799.78,56.4,33.6488
MFG-LINE-PLT-009-01,PLT-009,WC-044,SHF-PLT-009-20240311-2,2024-03-11,2,452.6,PRD-2024-SKU-02740,automotive_body,WO-2024-20639,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,76.294,9.155,65.68,222.76,78.1,91.4,0.12,WC-002,85.09,99.9,WC-010,18.97,432,344,343,1,0,1,47.14,57.32,0.8224,99.9604,344,3.7,11,-20.37,4.13,452.6,437.8,0.9673,0.8224,0.9971,0.7932,24.93,31.43,14.8,74.3,1,reduced_speed,good,performance_loss,0.0,0,14.8,0.0,2,226.3,7.4,9.4,no,0.0,0.0,9.4,5.4,0.0,0.0,no,preventive,28.2,5.6,14,11,81.9,skilled,14.9,0.0,no,no,18.5,SUP-025,396.0,4.86,1.12,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9604,99.3726,1083.9,3.16,199.6,56.9,21.7,7.5,455.2,1804.44,4176.81,30.91,0.0,7.73,200,2960.0,599.73,64.5,48.4382
MFG-LINE-PLT-005-01,PLT-005,WC-034,SHF-PLT-005-20210504-2,2021-05-04,2,438.1,PRD-2021-SKU-09930,automotive_body,WO-2021-36610,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,57.964,6.956,54.99,97.44,56.45,69.44,0.12,WC-003,60.72,95.23,WC-001,0.0,762,342,341,1,0,1,62.09,104.65,0.5933,99.8319,342,0.7,2,-55.12,4.25,438.1,369.4,0.8432,0.5308,0.9971,0.4462,13.58,30.42,68.7,302.3,1,idling_minor_stops,poor,performance_loss,38.9,3,68.7,0.0,3,146.0,22.9,30.8,yes,30.8,0.0,37.9,0.0,0.0,0.0,no,corrective,20.8,6.9,13,11,80.7,trainee,12.4,0.0,no,no,56.5,SUP-025,1681.0,4.43,0.98,0.99,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.8319,99.6061,870.9,2.554,214.4,94.1,17.4,8.0,365.8,2863.06,3350.43,50.18,0.0,12.54,200,13740.0,2760.54,44.5,68.5485
MFG-LINE-PLT-006-02,PLT-006,WC-024,SHF-PLT-006-20220207-1,2022-02-07,1,456.3,PRD-2022-SKU-07583,food_beverage,WO-2022-31569,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.416,0.89,7.02,20.45,7.31,8.88,0.12,WC-016,8.31,99.9,WC-017,0.0,4141,3032,3027,5,2,3,485.43,545.45,0.89,99.8481,3034,0.3,0,-26.78,28.43,456.3,413.7,0.9066,0.8062,0.9984,0.7297,23.12,31.69,42.6,728.9,5,reduced_speed,good,performance_loss,39.0,2,42.6,0.0,2,228.2,21.3,39.3,yes,39.3,0.0,0.0,0.0,3.3,0.0,no,preventive,15.5,6.4,16,14,76.1,skilled,6.4,1.9,no,no,18.8,SUP-083,1519.0,4.46,0.99,1.1,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8481,97.9256,1141.2,0.377,298.9,168.4,,8.1,479.3,4554.07,8874.89,4.49,8.98,3.37,80,3408.0,693.95,36.0,8.9338
MFG-LINE-PLT-005-03,PLT-005,WC-034,SHF-PLT-005-20220707-2,2022-07-07,2,424.9,PRD-2022-SKU-06668,automotive_body,WO-2022-02199,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,70.979,3.549,61.34,186.03,72.25,76.83,0.05,WC-001,71.76,91.91,WC-002,7.38,450,253,252,1,0,1,50.69,63.6,0.797,99.9833,253,0.1,0,-43.78,5.08,424.9,299.5,0.7049,0.7969,0.996,0.5595,16.51,29.51,125.4,64.5,1,equipment_failure,average,availability_loss,0.0,0,125.4,0.0,5,85.0,25.1,34.2,yes,125.4,0.0,0.0,0.0,0.0,0.0,no,preventive,32.9,3.7,8,7,66.8,skilled,7.8,0.0,no,yes,80.7,SUP-185,167.0,5.09,1.2,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9833,99.6783,585.9,2.325,156.7,34.5,11.7,8.1,246.1,2628.17,5509.94,20.96,0.0,5.24,200,25080.0,5021.24,29.7,53.3373
MFG-LINE-PLT-009-01,PLT-009,WC-041,SHF-PLT-009-20211005-3,2021-10-05,3,429.3,PRD-2021-SKU-03511,automotive_body,WO-2021-61326,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,89.456,10.735,76.75,233.14,86.53,107.17,0.12,WC-004,100.19,99.9,WC-005,32.14,409,182,181,1,0,1,40.19,57.32,0.7012,99.9003,182,0.2,0,-55.5,2.81,429.3,289.2,0.6736,0.6587,0.9945,0.4413,13.16,29.81,140.1,94.3,1,reduced_speed,poor,performance_loss,17.5,1,140.1,0.0,5,85.9,28.0,71.3,yes,38.3,15.4,0.0,15.1,0.0,71.3,no,corrective,28.2,5.0,11,9,73.9,semi_skilled,9.2,0.0,no,no,60.0,SUP-106,997.0,4.59,1.03,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9003,98.2078,368.3,2.035,72.3,39.8,7.4,8.4,154.7,2991.37,4496.16,31.2,0.0,7.8,200,28020.0,5611.8,39.5,72.7399
MFG-LINE-PLT-004-02,PLT-004,WC-007,SHF-PLT-004-20231011-1,2023-10-11,1,423.4,PRD-2023-SKU-08630,industrial_machinery,WO-2023-10317,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,280.356,59.856,264.51,541.17,276.22,379.12,0.213,WC-002,259.06,84.0,WC-001,264.36,111,89,87,2,1,1,12.83,16.0,0.8019,98.5053,90,0.2,0,-19.82,0.82,403.5,396.3,0.9822,0.8422,0.9775,0.8086,22.66,28.02,7.2,16.7,2,idling_minor_stops,good,performance_loss,0.0,0,7.2,19.9,1,423.4,7.2,7.2,no,0.0,0.0,0.0,7.2,0.0,0.0,yes,corrective,6.1,8.1,17,15,83.7,semi_skilled,7.2,0.0,no,no,38.9,SUP-145,14947.0,3.67,0.72,0.76,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.5053,97.0173,290.5,3.339,72.4,16.7,,7.8,122.0,4787.81,6193.92,11.49,11.49,2.87,100,720.0,158.36,61.8,137.9809
MFG-LINE-PLT-005-01,PLT-005,WC-018,SHF-PLT-005-20221113-3,2022-11-13,3,473.1,PRD-2022-SKU-07037,automotive_body,WO-2022-49422,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.167,4.94,36.75,99.99,45.32,49.32,0.12,WC-001,42.04,92.83,WC-004,0.0,824,620,619,1,0,1,87.34,104.65,0.8346,99.973,620,0.2,0,-24.76,15.7,473.1,425.9,0.9002,0.8346,0.9984,0.7501,24.64,32.85,47.2,122.9,1,idling_minor_stops,good,performance_loss,0.0,0,47.2,0.0,5,94.6,9.4,18.8,no,0.0,0.0,18.8,9.2,19.2,0.0,no,emergency,20.8,6.0,7,5,61.5,multi_skilled,22.8,0.0,no,no,81.4,SUP-047,270.0,4.96,1.15,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.973,97.4935,1522.7,2.46,254.7,86.3,30.5,8.0,639.5,1708.41,1928.66,35.67,0.0,8.92,200,9440.0,1896.92,45.1,41.6033
MFG-LINE-PLT-002-03,PLT-002,WC-028,SHF-PLT-002-20200918-1,2020-09-18,1,427.0,PRD-2020-SKU-07509,electronics_pcb,WO-2020-59841,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,55.859,2.793,49.05,119.31,55.8,60.47,0.05,WC-007,58.24,94.79,WC-010,0.0,585,420,419,1,0,1,64.39,82.38,0.7816,99.9261,420,1.1,3,-28.21,19.62,427.0,391.3,0.9164,0.7817,0.9976,0.7146,21.19,29.66,35.7,117.3,1,idling_minor_stops,good,performance_loss,0.0,0,35.7,0.0,3,142.3,11.9,17.2,no,0.0,28.6,0.0,7.1,0.0,0.0,no,emergency,13.3,6.0,4,3,72.5,semi_skilled,2.2,0.0,no,no,54.6,SUP-183,739.0,4.68,1.06,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9261,98.7876,445.4,1.063,88.9,44.1,,7.3,187.1,1323.63,2688.33,9.59,0.0,2.4,150,5355.0,1073.4,33.7,19.188
MFG-LINE-PLT-004-04,PLT-004,WC-032,SHF-PLT-004-20230322-1,2023-03-22,1,460.6,PRD-2023-SKU-05548,industrial_machinery,WO-2023-16635,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,326.835,61.772,297.96,890.65,332.31,428.76,0.189,WC-002,324.83,90.35,WC-001,314.4,95,73,72,1,0,1,10.96,12.43,0.8817,99.7455,73,1.7,5,-23.16,1.56,460.6,399.7,0.8678,0.8817,0.9863,0.7547,24.14,31.99,60.9,9.8,1,setup_adjustment,good,availability_loss,0.0,0,60.9,0.0,2,230.3,30.5,51.6,yes,0.0,0.0,0.0,9.3,0.0,51.6,no,corrective,24.6,6.5,8,6,65.4,skilled,14.8,0.0,no,no,75.5,SUP-174,2545.0,4.3,0.93,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7455,97.7486,190.0,2.639,34.3,10.9,,8.2,79.8,2111.73,1711.45,93.9,0.0,23.48,100,6090.0,1241.48,48.5,148.3039
MFG-LINE-PLT-003-03,PLT-003,WC-007,SHF-PLT-003-20241229-1,2024-12-29,1,474.1,PRD-2024-SKU-08889,electronics_pcb,WO-2024-00733,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.54,0.527,9.88,31.51,10.42,11.41,0.05,WC-001,10.71,92.39,WC-002,0.0,2962,2192,2191,1,0,1,341.49,375.0,0.9106,99.9708,2192,1.2,4,-26.0,13.86,474.1,385.1,0.8123,0.9106,0.9995,0.7394,24.35,32.93,89.0,215.2,1,setup_adjustment,good,availability_loss,0.0,0,89.0,0.0,6,79.0,14.8,30.9,yes,37.0,11.9,40.0,0.0,0.0,0.0,no,preventive,16.8,7.9,21,20,69.0,skilled,1.2,0.2,no,no,64.4,SUP-038,292.0,4.94,1.15,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9708,99.5555,964.0,0.44,193.0,107.4,,8.9,404.9,3832.69,5875.17,9.06,0.0,2.27,150,13350.0,2672.27,35.3,13.4949
MFG-LINE-PLT-010-03,PLT-010,WC-033,SHF-PLT-010-20210730-1,2021-07-30,1,457.2,PRD-2021-SKU-07223,industrial_machinery,WO-2021-26233,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.775,5.373,41.54,111.89,45.74,53.64,0.12,WC-010,48.14,97.75,WC-006,0.0,786,514,512,2,0,2,80.25,103.45,0.7757,99.761,514,4.8,18,-34.61,22.4,457.2,384.3,0.8406,0.7757,0.9961,0.6495,20.62,31.75,72.9,148.6,2,reduced_speed,average,performance_loss,0.0,0,72.9,0.0,6,76.2,12.1,16.9,no,23.8,16.3,9.9,6.9,0.0,16.1,no,emergency,29.1,5.8,4,3,69.9,semi_skilled,9.2,0.0,yes,no,69.9,SUP-130,2390.0,4.32,0.94,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.761,97.447,664.1,1.297,164.0,54.3,,9.1,278.9,999.41,893.99,51.79,0.0,25.89,100,7290.0,1483.89,52.2,55.6904
MFG-LINE-PLT-003-01,PLT-003,WC-006,SHF-PLT-003-20240714-3,2024-07-14,3,448.0,PRD-2024-SKU-06308,electronics_pcb,WO-2024-91330,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.034,1.252,22.43,44.99,25.24,27.1,0.05,WC-010,26.49,96.2,WC-006,0.0,1310,921,920,1,0,1,143.72,175.61,0.8184,99.9403,921,2.5,8,-29.69,15.4,448.0,403.6,0.9009,0.7797,0.9989,0.7017,21.83,31.11,44.4,260.2,1,reduced_speed,good,performance_loss,19.1,1,44.4,0.0,5,89.6,8.9,14.8,no,8.1,0.0,28.0,0.0,8.4,0.0,no,predictive,24.0,6.7,9,8,87.8,skilled,6.1,0.0,no,yes,67.7,SUP-169,597.0,4.74,1.08,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9403,99.02,769.1,0.836,145.9,59.2,,7.9,323.0,1920.27,2760.88,6.64,0.0,1.66,150,6660.0,1333.66,71.8,11.7354
MFG-LINE-PLT-006-01,PLT-006,WC-027,SHF-PLT-006-20210710-2,2021-07-10,2,447.4,PRD-2021-SKU-02144,food_beverage,WO-2021-09800,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,33.654,4.038,29.19,61.83,33.04,40.32,0.12,WC-010,35.65,96.29,WC-006,0.0,1088,619,617,2,0,2,106.92,146.34,0.7306,99.7663,619,1.6,6,-43.11,8.28,447.4,389.9,0.8715,0.651,0.9968,0.5655,17.57,31.07,57.5,331.9,2,idling_minor_stops,average,performance_loss,42.5,1,57.5,0.0,4,111.8,14.4,21.8,no,21.8,14.2,0.0,0.0,21.4,0.0,no,corrective,33.4,4.9,11,10,60.4,semi_skilled,3.0,0.0,no,yes,61.2,SUP-153,2337.0,4.33,0.94,1.05,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7663,98.5222,132.0,0.214,28.4,16.1,,8.9,55.4,4015.49,4628.26,4.09,0.0,2.04,80,4600.0,922.04,62.1,18.1126
MFG-LINE-PLT-001-02,PLT-001,WC-045,SHF-PLT-001-20220709-3,2022-07-09,3,441.4,PRD-2022-SKU-08327,pharmaceutical,WO-2022-34224,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,71.493,15.264,64.65,108.4,70.67,96.68,0.213,WC-003,80.68,99.9,WC-004,0.62,520,339,338,1,0,1,50.26,70.87,0.7092,99.8909,339,6.0,14,-34.81,2.87,441.4,441.4,1.0,0.6503,0.9971,0.6484,19.87,30.65,0.0,182.3,1,reduced_speed,average,performance_loss,36.7,1,0.0,0.0,0,441.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,22.7,5.5,19,16,66.8,semi_skilled,12.7,0.0,no,no,13.4,SUP-042,1091.0,4.56,1.02,1.09,contamination,labelling,100pct_manual,no,no,no,no,99.8909,97.2951,231.9,0.686,48.3,14.7,,9.1,97.4,5868.36,11982.8,22.21,0.0,5.55,300,0.0,5.55,35.1,75.0898
MFG-LINE-PLT-001-02,PLT-001,WC-044,SHF-PLT-001-20200103-3,2020-01-03,3,458.1,PRD-2020-SKU-03156,pharmaceutical,WO-2020-97148,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,70.78,15.111,61.32,90.06,73.47,95.71,0.213,WC-001,82.92,99.9,WC-003,0.0,540,374,373,1,0,1,50.79,70.87,0.7167,99.9199,374,3.4,10,-30.74,9.77,458.1,441.8,0.9644,0.7167,0.9973,0.6893,21.93,31.82,16.3,147.8,1,reduced_speed,average,performance_loss,0.0,0,16.3,0.0,1,458.1,16.3,16.3,no,16.3,0.0,0.0,0.0,0.0,0.0,no,emergency,22.7,7.4,6,5,78.9,semi_skilled,2.5,0.0,no,no,36.7,SUP-071,801.0,4.66,1.05,1.18,contamination,labelling,100pct_manual,no,no,no,no,99.9199,97.2161,867.6,2.326,185.5,60.5,,6.9,364.4,814.86,1350.56,30.22,0.0,7.55,300,4890.0,985.55,33.7,36.1064
MFG-LINE-PLT-009-02,PLT-009,WC-006,SHF-PLT-009-20241011-2,2024-10-11,2,467.1,PRD-2024-SKU-01727,automotive_body,WO-2024-83037,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.033,1.952,34.86,74.79,38.88,42.25,0.05,WC-003,40.45,94.2,WC-001,0.0,849,685,684,1,0,1,92.22,109.09,0.8454,99.9812,685,2.7,9,-19.32,5.17,467.1,445.7,0.9542,0.8454,0.9985,0.8055,26.13,32.43,21.4,125.3,1,reduced_speed,good,performance_loss,0.0,0,21.4,0.0,4,116.8,5.4,7.0,no,5.9,4.6,0.0,7.0,4.0,0.0,no,predictive,14.2,5.6,19,17,85.3,skilled,7.8,0.0,no,no,15.1,SUP-036,188.0,5.06,1.19,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9812,98.2343,1202.5,1.758,239.9,160.5,24.1,8.6,505.0,6248.38,14943.37,45.78,0.0,11.45,200,4280.0,867.45,38.5,76.829
MFG-LINE-PLT-005-02,PLT-005,WC-042,SHF-PLT-005-20230901-1,2023-09-01,1,442.0,PRD-2023-SKU-03807,automotive_body,WO-2023-38183,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.59,4.287,48.22,103.31,53.2,60.66,0.08,WC-004,55.82,94.68,WC-006,0.0,558,458,457,1,0,1,67.17,75.79,0.8863,99.99,458,0.3,0,-17.92,3.27,442.0,436.0,0.9864,0.8317,0.9978,0.8186,25.12,30.69,6.0,92.7,1,idling_minor_stops,good,performance_loss,26.9,1,6.0,0.0,1,442.0,6.0,6.0,no,0.0,0.0,0.0,6.0,0.0,0.0,no,corrective,1.3,7.5,22,19,73.4,skilled,12.4,0.0,no,no,58.7,SUP-016,78.0,5.28,1.26,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.527,1589.9,3.479,320.3,208.2,31.8,7.2,667.8,6258.99,9943.56,36.79,0.0,9.2,200,1200.0,249.2,52.3,72.3247
MFG-LINE-PLT-004-02,PLT-004,WC-025,SHF-PLT-004-20210201-2,2021-02-01,2,478.3,PRD-2021-SKU-01356,industrial_machinery,WO-2021-82536,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,266.491,50.367,228.92,571.9,296.83,349.6,0.189,WC-002,281.59,96.06,WC-001,250.49,127,107,106,1,0,1,13.42,16.0,0.8387,99.771,107,0.3,0,-15.75,1.48,445.0,445.0,1.0,0.9016,0.9907,0.8932,27.6,30.91,0.0,11.7,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,33.3,0,478.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,6.1,6.2,10,9,72.8,skilled,1.3,0.0,no,no,84.4,SUP-077,2290.0,4.34,0.95,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.771,99.7271,229.8,2.168,51.5,25.9,,8.6,96.5,2878.41,6263.53,45.71,0.0,11.43,100,0.0,11.43,50.3,132.3859
MFG-LINE-PLT-003-04,PLT-003,WC-045,SHF-PLT-003-20210109-1,2021-01-09,1,426.1,PRD-2021-SKU-01128,electronics_pcb,WO-2021-82325,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,42.984,2.149,40.47,56.35,42.41,46.53,0.05,WC-008,44.02,93.1,WC-007,0.0,942,577,576,1,0,1,83.66,132.84,0.6298,99.8669,577,0.8,2,-38.75,7.37,426.1,413.8,0.9711,0.6297,0.9983,0.6105,18.07,29.59,12.3,339.3,1,reduced_speed,average,performance_loss,0.0,0,12.3,0.0,1,426.1,12.3,12.3,no,12.3,0.0,0.0,0.0,0.0,0.0,no,preventive,11.0,8.3,12,11,75.9,trainee,5.7,1.2,no,no,31.0,SUP-123,1331.0,4.5,1.0,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8669,99.2736,294.3,0.511,77.1,38.6,,8.7,123.6,3952.99,8269.06,15.89,0.0,3.97,150,1845.0,372.97,36.1,37.1364
MFG-LINE-PLT-006-01,PLT-006,WC-045,SHF-PLT-006-20210821-2,2021-08-21,2,461.6,PRD-2021-SKU-09470,food_beverage,WO-2021-24217,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,34.035,4.084,30.12,51.63,32.93,40.77,0.12,WC-008,37.56,99.9,WC-010,0.0,1123,590,588,2,0,2,105.61,146.34,0.7217,99.7627,590,0.5,1,-47.46,8.49,461.6,401.1,0.8689,0.603,0.9966,0.5222,16.74,32.06,60.5,388.4,2,reduced_speed,average,performance_loss,65.9,2,60.5,0.0,3,153.9,20.2,24.9,no,36.2,0.0,0.0,0.0,0.0,24.3,no,predictive,33.4,4.6,11,9,65.5,semi_skilled,10.1,0.0,no,no,48.8,SUP-088,2373.0,4.32,0.94,1.03,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7627,98.4467,118.2,0.201,26.4,6.9,,9.0,49.6,3063.5,3035.37,2.91,0.0,1.46,80,4840.0,969.46,65.5,13.2921
MFG-LINE-PLT-004-07,PLT-004,WC-029,SHF-PLT-004-20211028-1,2021-10-28,1,450.4,PRD-2021-SKU-05334,industrial_machinery,WO-2021-02436,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,211.411,10.571,179.8,302.06,212.82,228.85,0.05,WC-003,216.99,93.31,WC-001,193.36,135,89,88,1,0,1,16.94,18.05,0.9385,99.9527,89,0.3,1,-34.07,1.3,450.4,357.5,0.7937,0.8274,0.9888,0.6493,20.31,31.28,92.9,18.6,1,setup_adjustment,average,availability_loss,42.3,2,92.9,0.0,7,64.3,13.3,26.1,no,58.9,0.0,8.5,0.0,8.7,16.8,no,corrective,22.9,6.6,11,9,94.3,multi_skilled,13.7,0.0,no,no,32.5,SUP-038,473.0,4.81,1.1,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9527,98.2661,316.4,3.596,56.7,45.7,,7.6,132.9,2229.09,4205.84,74.49,0.0,18.62,100,9290.0,1876.62,32.3,148.4607
MFG-LINE-PLT-005-02,PLT-005,WC-013,SHF-PLT-005-20230530-2,2023-05-30,2,442.8,PRD-2023-SKU-09068,automotive_body,WO-2023-81040,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.388,4.591,51.92,138.25,57.32,64.96,0.08,WC-006,60.29,95.51,WC-003,0.0,559,408,407,1,0,1,62.61,75.79,0.8261,99.9793,408,0.5,1,-27.01,55.15,442.8,391.0,0.883,0.8261,0.9975,0.7277,22.38,30.75,51.8,85.9,1,reduced_speed,good,performance_loss,0.0,0,51.8,0.0,3,147.6,17.3,19.0,no,14.4,0.0,0.0,37.4,0.0,0.0,no,emergency,1.3,6.3,2,1,84.4,skilled,6.1,0.0,no,no,82.3,SUP-006,207.0,5.03,1.18,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9793,97.1108,1480.7,3.638,398.9,157.8,29.6,7.1,621.9,186.24,151.24,31.62,0.0,7.91,200,10360.0,2079.91,62.5,32.5269
MFG-LINE-PLT-005-06,PLT-005,WC-046,SHF-PLT-005-20230527-1,2023-05-27,1,420.4,PRD-2023-SKU-01203,automotive_body,WO-2023-60173,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,97.48,4.874,88.7,200.77,98.32,105.52,0.05,WC-010,101.92,95.05,WC-004,49.48,336,201,200,1,0,1,36.75,48.0,0.7656,99.9642,201,3.2,7,-40.18,1.78,381.2,381.2,1.0,0.6591,0.995,0.6558,17.36,26.47,0.0,104.0,1,reduced_speed,average,performance_loss,92.2,3,0.0,39.2,0,420.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,emergency,32.1,5.7,17,16,94.9,semi_skilled,5.8,0.0,no,no,66.2,SUP-069,358.0,4.88,1.13,1.19,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9642,98.9519,547.8,2.739,154.1,66.6,11.0,7.8,230.1,5966.09,11249.22,55.1,0.0,13.78,200,0.0,13.78,67.7,141.452
MFG-LINE-PLT-002-04,PLT-002,WC-040,SHF-PLT-002-20200507-2,2020-05-07,2,435.2,PRD-2020-SKU-05375,electronics_pcb,WO-2020-08095,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.257,4.111,17.51,38.59,20.71,26.04,0.213,WC-001,21.06,99.43,WC-004,0.0,1846,1089,1085,4,2,2,186.87,255.32,0.7319,99.7132,1091,0.9,3,-41.01,8.31,435.2,393.7,0.9046,0.65,0.9963,0.5859,17.71,30.22,41.5,586.3,4,reduced_speed,average,performance_loss,44.0,1,41.5,0.0,3,145.1,13.8,21.8,no,0.0,21.8,0.0,13.2,6.5,0.0,no,corrective,15.6,6.3,19,18,87.0,semi_skilled,2.2,0.0,no,no,73.6,SUP-092,2868.0,4.26,0.92,0.97,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7132,97.1559,1067.6,0.984,278.1,111.0,,7.5,448.4,5940.15,14042.72,26.71,53.42,13.36,150,6225.0,1311.78,62.3,45.2259
MFG-LINE-PLT-002-01,PLT-002,WC-021,SHF-PLT-002-20200104-2,2020-01-04,2,430.2,PRD-2020-SKU-09652,electronics_pcb,WO-2020-81812,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,50.031,2.502,45.82,101.12,49.91,54.16,0.05,WC-002,49.98,90.81,WC-001,0.0,676,418,417,1,0,1,71.91,94.49,0.761,99.9016,418,0.9,3,-38.17,7.27,430.2,348.7,0.8106,0.7611,0.9976,0.6154,18.39,29.88,81.5,131.2,1,idling_minor_stops,average,performance_loss,0.0,0,81.5,0.0,5,86.0,16.3,26.7,no,25.2,53.3,0.0,0.0,3.0,0.0,no,preventive,26.7,7.5,9,8,82.8,semi_skilled,8.4,0.0,no,no,81.1,SUP-195,984.0,4.6,1.03,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9016,98.1669,356.5,0.855,83.7,47.9,,7.9,149.7,3142.29,5661.03,24.44,0.0,6.11,150,12225.0,2451.11,61.0,45.6097
MFG-LINE-PLT-010-04,PLT-010,WC-034,SHF-PLT-010-20200730-3,2020-07-30,3,421.7,PRD-2020-SKU-08245,industrial_machinery,WO-2020-23510,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,316.46,37.975,297.95,535.7,313.18,379.12,0.12,WC-003,376.19,99.9,WC-006,302.84,95,66,65,1,0,1,11.27,13.62,0.8275,99.8305,66,1.8,5,-30.53,0.49,421.7,351.2,0.8328,0.8278,0.9848,0.6789,19.88,29.29,70.5,13.7,1,idling_minor_stops,average,performance_loss,0.0,0,70.5,0.0,4,105.4,17.6,35.0,yes,27.1,35.0,0.0,8.4,0.0,0.0,no,emergency,14.7,6.2,22,19,65.4,multi_skilled,11.9,0.0,no,no,12.3,SUP-138,1695.0,4.43,0.98,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8305,98.1871,200.3,3.082,39.3,20.6,,7.9,84.1,2791.35,3956.63,104.07,0.0,26.02,100,7050.0,1436.02,73.9,209.4862
MFG-LINE-PLT-007-01,PLT-007,WC-004,SHF-PLT-007-20240607-2,2024-06-07,2,425.3,PRD-2024-SKU-06352,industrial_machinery,WO-2024-20676,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,201.608,6.048,174.11,556.76,201.9,211.59,0.03,WC-008,208.21,93.88,WC-009,180.45,149,69,68,1,0,1,17.67,21.16,0.8351,99.9029,69,1.2,3,-53.69,0.96,425.3,331.5,0.7795,0.5901,0.9855,0.4533,13.39,29.54,93.8,47.9,1,reduced_speed,poor,performance_loss,97.2,3,93.8,0.0,4,106.3,23.5,68.8,yes,85.4,0.0,0.0,0.0,8.4,0.0,no,emergency,27.1,5.8,11,10,85.9,skilled,5.5,0.0,no,yes,14.5,SUP-081,971.0,4.6,1.03,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9029,98.1323,219.0,3.22,50.0,13.9,,7.9,92.0,2166.76,2199.69,39.44,0.0,9.86,100,9380.0,1885.86,51.3,104.2325
MFG-LINE-PLT-002-04,PLT-002,WC-036,SHF-PLT-002-20211213-2,2021-12-13,2,468.9,PRD-2021-SKU-04187,electronics_pcb,WO-2021-53786,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.133,4.085,17.19,50.61,19.18,25.87,0.213,WC-004,21.82,99.9,WC-001,0.0,1991,1363,1360,3,1,2,188.13,255.32,0.7368,99.7903,1364,1.0,3,-31.54,7.57,468.9,463.2,0.9878,0.6915,0.9978,0.6816,22.19,32.56,5.7,608.1,3,idling_minor_stops,average,performance_loss,28.5,1,5.7,0.0,1,468.9,5.7,5.7,no,0.0,0.0,0.0,5.7,0.0,0.0,no,preventive,15.6,5.8,24,23,91.5,semi_skilled,4.1,0.0,no,no,62.3,SUP-036,2097.0,4.36,0.95,0.96,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7903,96.8321,1297.4,0.954,262.1,121.4,,7.6,544.9,5855.98,14125.6,9.95,9.95,4.97,150,855.0,185.92,66.6,24.6643
MFG-LINE-PLT-010-01,PLT-010,WC-002,SHF-PLT-010-20231208-2,2023-12-08,2,421.1,PRD-2023-SKU-01363,industrial_machinery,WO-2023-28465,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,318.345,25.468,282.75,906.87,327.01,360.37,0.08,WC-002,325.49,92.95,WC-004,305.48,90,46,45,1,0,1,11.09,12.87,0.8617,99.9119,46,0.3,0,-48.89,0.32,421.1,339.2,0.8055,0.6321,0.9783,0.4981,14.57,29.25,81.9,26.8,1,reduced_speed,poor,performance_loss,90.4,3,81.9,0.0,5,84.2,16.4,20.0,no,0.0,46.1,35.8,0.0,0.0,0.0,no,corrective,19.7,6.2,23,20,80.4,multi_skilled,10.7,0.0,no,no,60.6,SUP-119,881.0,4.63,1.04,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9119,98.6961,111.7,2.482,26.2,6.7,,8.3,46.9,8328.83,17327.67,62.26,0.0,15.56,100,8190.0,1653.56,34.4,633.788
MFG-LINE-PLT-010-03,PLT-010,WC-007,SHF-PLT-010-20240513-3,2024-05-13,3,437.6,PRD-2024-SKU-08819,industrial_machinery,WO-2024-23005,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,48.702,5.844,45.96,98.3,48.21,58.34,0.12,WC-006,54.29,99.9,WC-004,0.0,751,434,432,2,1,1,73.88,103.45,0.7142,99.5558,435,0.3,0,-42.21,3.48,437.6,352.4,0.8053,0.7142,0.9954,0.5725,17.4,30.39,85.2,173.7,2,idling_minor_stops,average,performance_loss,0.0,0,85.2,0.0,4,109.4,21.3,43.8,yes,78.0,0.0,0.0,7.2,0.0,0.0,no,predictive,29.1,5.8,22,17,64.2,semi_skilled,21.4,0.0,no,yes,45.6,SUP-130,4442.0,4.12,0.87,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5558,97.8615,1189.3,2.753,284.7,85.9,,8.2,499.5,2446.93,2846.08,44.99,44.99,11.25,100,8520.0,1760.24,45.6,57.4506
MFG-LINE-PLT-004-04,PLT-004,WC-011,SHF-PLT-004-20220702-1,2022-07-02,1,455.1,PRD-2022-SKU-07968,industrial_machinery,WO-2022-51341,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,326.468,61.702,298.72,559.34,355.0,428.28,0.189,WC-002,283.33,78.9,WC-001,314.04,94,64,63,1,0,1,10.98,12.43,0.8833,99.7577,64,0.6,2,-31.91,8.31,455.1,349.7,0.7684,0.8836,0.9844,0.6684,21.13,31.61,105.4,8.4,1,setup_adjustment,average,availability_loss,0.0,0,105.4,0.0,4,113.8,26.3,66.0,yes,0.0,70.1,28.6,0.0,6.7,0.0,no,preventive,24.6,7.4,2,1,86.7,skilled,1.0,0.0,no,yes,61.6,SUP-166,2423.0,4.32,0.94,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7577,96.9944,191.0,3.032,35.9,17.9,,8.0,80.2,345.64,791.3,62.87,0.0,15.72,100,10540.0,2123.72,38.3,81.9146
MFG-LINE-PLT-004-06,PLT-004,WC-039,SHF-PLT-004-20200809-2,2020-08-09,2,468.9,PRD-2020-SKU-06777,industrial_machinery,WO-2020-65859,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,132.132,15.856,124.5,389.56,130.12,158.29,0.12,WC-002,141.26,97.19,WC-003,100.16,249,191,190,1,0,1,27.1,31.97,0.8477,99.8427,191,1.5,4,-23.29,2.7,428.4,382.3,0.8924,0.9376,0.9948,0.8323,24.76,29.75,46.1,12.7,1,setup_adjustment,good,availability_loss,0.0,0,46.1,40.5,3,156.3,15.4,24.8,no,13.5,0.0,0.0,7.8,0.0,24.8,yes,predictive,6.6,5.8,10,9,77.6,skilled,5.1,0.0,no,no,77.9,SUP-186,1573.0,4.45,0.98,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8427,97.0751,607.0,3.195,103.0,36.4,,7.9,254.9,2015.48,3397.67,26.58,0.0,6.64,100,4610.0,928.64,66.9,55.2102
MFG-LINE-PLT-002-03,PLT-002,WC-048,SHF-PLT-002-20210307-2,2021-03-07,2,426.9,PRD-2021-SKU-02534,electronics_pcb,WO-2021-16694,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,52.523,2.626,44.96,73.33,50.91,56.86,0.05,WC-001,54.04,93.54,WC-008,0.0,584,377,375,2,0,2,68.49,82.38,0.8314,99.6721,377,4.8,9,-35.45,5.27,426.9,330.2,0.7735,0.8314,0.9947,0.6397,18.97,29.65,96.7,76.4,2,setup_adjustment,average,availability_loss,0.0,0,96.7,0.0,5,85.4,19.3,35.9,yes,59.1,0.0,27.1,0.0,6.2,4.4,no,emergency,13.3,6.6,11,10,94.0,skilled,2.0,0.5,no,no,37.7,SUP-156,3279.0,4.22,0.91,0.97,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.6721,97.7531,334.1,0.891,88.3,18.3,,7.8,140.3,3451.38,2845.26,13.32,0.0,6.66,150,14505.0,2907.66,28.5,30.1821
MFG-LINE-PLT-010-01,PLT-010,WC-041,SHF-PLT-010-20210125-2,2021-01-25,2,479.9,PRD-2021-SKU-04359,industrial_machinery,WO-2021-45026,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,306.246,24.5,285.33,876.17,307.67,346.67,0.08,WC-002,339.38,99.9,WC-003,293.38,102,62,61,1,0,1,11.66,12.87,0.906,99.947,62,1.4,4,-39.22,0.95,479.9,355.1,0.7399,0.8139,0.9839,0.5926,19.75,33.33,124.8,14.2,1,setup_adjustment,average,availability_loss,36.1,1,124.8,0.0,7,68.6,17.8,85.8,yes,85.8,6.6,5.2,15.9,11.3,0.0,no,preventive,19.7,6.9,9,8,83.1,expert,1.8,0.0,no,no,76.3,SUP-035,530.0,4.77,1.09,1.23,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.947,97.2564,229.4,3.76,57.2,25.2,,7.5,96.3,1703.22,2842.23,43.53,0.0,10.88,100,12480.0,2506.88,55.7,118.7592
MFG-LINE-PLT-005-03,PLT-005,WC-031,SHF-PLT-005-20200902-3,2020-09-02,3,425.5,PRD-2020-SKU-05661,automotive_body,WO-2020-84818,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,66.458,3.323,62.53,155.14,66.92,71.94,0.05,WC-002,67.58,92.44,WC-001,2.86,450,225,224,1,0,1,53.98,63.6,0.8487,99.9788,225,0.1,0,-50.0,5.26,425.5,275.2,0.6467,0.7714,0.9956,0.4967,14.68,29.55,150.3,66.7,1,equipment_failure,poor,availability_loss,25.1,1,150.3,0.0,9,47.3,16.7,39.5,yes,88.8,25.8,9.6,0.0,6.6,19.6,no,corrective,32.9,4.8,7,6,86.3,expert,3.8,0.1,no,no,27.2,SUP-035,212.0,5.02,1.17,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9788,98.735,513.6,2.293,122.5,48.5,10.3,8.2,215.7,1062.26,2651.12,52.97,0.0,13.24,200,30060.0,6025.24,59.6,69.7841
MFG-LINE-PLT-007-02,PLT-007,WC-018,SHF-PLT-007-20230311-3,2023-03-11,3,476.4,PRD-2023-SKU-01954,industrial_machinery,WO-2023-68602,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,286.389,34.367,248.6,736.24,291.12,343.09,0.12,WC-001,306.75,97.37,WC-002,270.85,123,76,75,1,0,1,12.45,15.54,0.8012,99.7816,76,0.9,2,-38.21,0.45,476.4,405.6,0.8514,0.7234,0.9868,0.6077,20.1,33.08,70.8,29.1,1,reduced_speed,average,performance_loss,39.3,1,70.8,0.0,5,95.3,14.2,35.7,yes,0.0,53.1,10.6,7.1,0.0,0.0,no,corrective,32.8,6.1,23,21,72.2,skilled,5.2,0.0,no,no,45.2,SUP-013,2184.0,4.35,0.95,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7816,98.6243,203.0,2.707,44.3,27.0,,8.2,85.3,5628.92,12935.99,86.12,0.0,21.53,100,7080.0,1437.53,46.0,334.8004
MFG-LINE-PLT-004-03,PLT-004,WC-046,SHF-PLT-004-20200825-3,2020-08-25,3,467.8,PRD-2020-SKU-02261,industrial_machinery,WO-2020-16566,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,165.477,8.274,155.58,247.54,164.15,179.13,0.05,WC-001,172.64,94.85,WC-003,138.39,210,130,129,1,0,1,21.69,27.09,0.8007,99.8837,130,0.3,1,-38.1,2.76,467.8,398.0,0.8508,0.7235,0.9923,0.6108,19.84,32.49,69.8,49.7,1,idling_minor_stops,average,performance_loss,38.4,1,69.8,0.0,7,66.8,10.0,19.0,no,0.0,0.0,35.7,30.4,3.7,0.0,no,corrective,22.2,6.9,7,6,70.0,skilled,5.5,0.0,no,no,60.1,SUP-084,1163.0,4.55,1.02,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8837,97.4027,460.3,3.568,94.1,46.0,,7.6,193.3,1244.82,1925.47,35.56,0.0,8.89,100,6980.0,1404.89,38.5,60.4116
MFG-LINE-PLT-008-02,PLT-008,WC-025,SHF-PLT-008-20200712-2,2020-07-12,2,442.3,PRD-2020-SKU-05387,medical_devices,WO-2020-02355,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,52.521,4.202,47.22,140.94,53.26,59.45,0.08,WC-005,53.68,92.92,WC-002,0.0,685,361,360,1,0,1,68.37,93.02,0.735,99.9879,361,4.6,16,-47.3,2.22,442.3,401.8,0.9084,0.5795,0.9972,0.525,16.13,30.72,40.5,262.0,1,idling_minor_stops,average,performance_loss,85.0,4,40.5,0.0,3,147.4,13.5,16.3,no,8.0,16.3,16.2,0.0,0.0,0.0,no,preventive,8.4,5.7,23,22,88.4,semi_skilled,3.7,0.0,no,no,34.4,SUP-171,121.0,5.17,1.22,1.38,contamination,functional_failure,automated_vision,yes,no,no,no,99.9879,98.3392,517.3,1.437,132.8,66.3,,7.6,217.3,6944.82,6048.17,16.49,0.0,4.12,250,10125.0,2029.12,32.4,52.6274
MFG-LINE-PLT-001-01,PLT-001,WC-013,SHF-PLT-001-20240729-3,2024-07-29,3,438.9,PRD-2024-SKU-05311,pharmaceutical,WO-2024-06353,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,37.199,1.116,32.0,46.31,37.35,39.04,0.03,WC-009,38.47,94.03,WC-001,0.0,1290,707,706,1,0,1,96.64,176.47,0.5476,99.9764,707,1.5,5,-45.19,48.25,438.9,438.9,1.0,0.5477,0.9986,0.5469,16.67,30.48,0.0,583.9,1,reduced_speed,average,performance_loss,0.0,0,0.0,0.0,0,438.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,5.7,3,2,69.1,trainee,21.9,0.0,no,no,47.3,SUP-146,236.0,5.0,1.17,1.24,contamination,labelling,automated_vision,yes,no,no,no,99.9764,97.8272,1063.2,1.506,285.0,123.6,,8.0,446.5,552.52,776.02,52.82,0.0,13.21,300,0.0,13.21,58.5,54.7766
MFG-LINE-PLT-001-02,PLT-001,WC-046,SHF-PLT-001-20201024-2,2020-10-24,2,421.1,PRD-2020-SKU-04990,pharmaceutical,WO-2020-54852,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,60.408,11.417,56.24,152.13,55.96,79.25,0.189,WC-001,72.23,99.9,WC-002,0.0,497,382,381,1,0,1,59.45,70.87,0.8389,99.9485,382,0.7,2,-23.14,18.1,421.1,385.6,0.9157,0.8389,0.9974,0.7661,22.4,29.24,35.5,73.4,1,idling_minor_stops,good,performance_loss,0.0,0,35.5,0.0,2,210.5,17.8,20.4,no,0.0,0.0,15.2,0.0,0.0,20.4,no,emergency,22.7,5.8,4,3,65.2,skilled,12.0,0.0,no,no,61.4,SUP-115,515.0,4.78,1.09,1.17,contamination,labelling,100pct_manual,no,no,no,no,99.9485,98.9518,768.9,2.018,171.0,108.4,,7.3,322.9,742.15,875.17,15.88,0.0,3.97,300,10650.0,2133.97,35.6,20.1666
MFG-LINE-PLT-003-04,PLT-003,WC-038,SHF-PLT-003-20240803-1,2024-08-03,1,435.1,PRD-2024-SKU-01776,electronics_pcb,WO-2024-43019,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,44.321,2.216,39.89,77.71,44.46,47.98,0.05,WC-001,45.64,93.62,WC-007,0.0,962,467,466,1,0,1,81.07,132.84,0.6103,99.9386,467,0.1,0,-51.46,7.14,435.1,345.6,0.7943,0.6103,0.9979,0.4837,14.62,30.22,89.5,298.2,1,reduced_speed,poor,performance_loss,0.0,0,89.5,0.0,5,87.0,17.9,46.8,yes,46.8,13.0,25.9,0.0,3.8,0.0,no,preventive,11.0,7.0,10,9,63.3,trainee,9.2,0.0,no,no,53.9,SUP-171,614.0,4.73,1.08,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9386,97.9993,376.1,0.807,80.9,29.2,,8.0,158.0,3028.83,6049.21,8.6,0.0,2.15,150,13425.0,2687.15,29.6,28.0992
MFG-LINE-PLT-005-05,PLT-005,WC-032,SHF-PLT-005-20200815-3,2020-08-15,3,422.1,PRD-2020-SKU-01615,automotive_body,WO-2020-69258,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,75.765,2.273,70.74,149.86,75.68,79.52,0.03,WC-002,77.43,92.9,WC-001,16.74,414,298,297,1,0,1,47.42,59.02,0.8035,99.9105,298,2.0,6,-28.02,42.22,422.1,377.1,0.8934,0.8035,0.9966,0.7154,20.97,29.31,45.0,72.9,1,idling_minor_stops,good,performance_loss,0.0,0,45.0,0.0,1,422.1,45.0,45.0,yes,45.0,0.0,0.0,0.0,0.0,0.0,no,corrective,23.7,6.0,1,1,74.4,skilled,1.0,0.0,no,no,38.4,SUP-038,895.0,4.62,1.04,1.09,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9105,97.01,494.2,1.664,132.2,62.9,9.9,8.7,207.6,236.65,263.31,44.17,0.0,11.04,200,9000.0,1811.04,50.1,46.0021
MFG-LINE-PLT-005-01,PLT-005,WC-049,SHF-PLT-005-20211210-2,2021-12-10,2,457.5,PRD-2021-SKU-08175,automotive_body,WO-2021-17524,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.683,5.122,37.71,68.86,43.02,51.13,0.12,WC-001,44.19,94.12,WC-002,0.0,797,471,470,1,0,1,84.24,104.65,0.805,99.9645,471,0.4,1,-40.9,3.24,457.5,377.7,0.8256,0.7149,0.9979,0.5889,18.71,31.77,79.8,187.8,1,reduced_speed,average,performance_loss,42.3,1,79.8,0.0,4,114.4,19.9,33.9,yes,67.4,0.0,0.0,0.0,12.4,0.0,no,emergency,20.8,4.5,22,19,79.3,skilled,13.5,0.0,no,no,71.0,SUP-122,355.0,4.89,1.13,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9645,99.2851,1318.8,2.806,275.6,188.8,26.4,7.8,553.9,2733.46,5579.39,22.21,0.0,5.55,200,15960.0,3197.55,29.8,39.9442
MFG-LINE-PLT-010-01,PLT-010,WC-019,SHF-PLT-010-20230811-2,2023-08-11,2,453.1,PRD-2023-SKU-02262,industrial_machinery,WO-2023-72879,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,363.264,29.061,320.09,1040.51,367.45,411.21,0.08,WC-004,367.18,91.89,WC-001,350.39,96,69,68,1,0,1,9.86,12.87,0.7661,99.7694,69,0.2,0,-28.12,0.53,453.1,419.9,0.9267,0.7659,0.9855,0.6995,22.01,31.47,33.2,21.1,1,idling_minor_stops,average,performance_loss,0.0,0,33.2,0.0,2,226.6,16.6,17.3,no,15.9,0.0,17.3,0.0,0.0,0.0,no,preventive,19.7,7.1,20,17,64.5,semi_skilled,12.7,1.5,no,no,49.2,SUP-084,2306.0,4.33,0.94,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7694,99.3493,248.4,3.653,59.8,36.9,,7.6,104.3,3993.75,8402.11,59.96,0.0,14.99,100,3320.0,678.99,67.5,243.1338
MFG-LINE-PLT-004-05,PLT-004,WC-029,SHF-PLT-004-20200816-2,2020-08-16,2,465.4,PRD-2020-SKU-02524,industrial_machinery,WO-2020-64229,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,196.286,9.814,185.38,317.08,204.96,212.48,0.05,WC-006,204.95,94.92,WC-008,172.5,184,117,116,1,0,1,18.27,23.79,0.768,99.7989,117,2.1,8,-36.41,0.88,465.4,429.0,0.9218,0.6877,0.9915,0.6285,20.31,32.32,36.4,53.1,1,idling_minor_stops,average,performance_loss,44.8,1,36.4,0.0,1,465.4,36.4,36.4,yes,36.4,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.2,19,17,67.3,semi_skilled,9.5,0.0,no,no,61.7,SUP-094,2011.0,4.38,0.96,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7989,97.6943,386.3,3.33,91.1,41.2,,7.8,162.2,2577.72,6155.97,48.39,0.0,12.1,100,3640.0,740.1,68.3,124.0976
MFG-LINE-PLT-004-07,PLT-004,WC-009,SHF-PLT-004-20240503-1,2024-05-03,1,450.2,PRD-2024-SKU-06927,industrial_machinery,WO-2024-44620,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,230.379,11.519,208.31,308.76,228.36,249.39,0.05,WC-003,235.16,92.8,WC-002,212.33,135,86,85,1,0,1,15.51,18.05,0.8593,99.8397,86,1.3,5,-36.3,3.78,450.2,385.0,0.8552,0.7423,0.9884,0.6274,19.62,31.27,65.2,29.9,1,reduced_speed,average,performance_loss,52.3,2,65.2,0.0,4,112.6,16.3,31.7,yes,31.7,0.0,4.2,5.1,0.0,24.2,no,preventive,22.9,4.5,4,3,66.8,skilled,1.4,0.0,no,no,60.6,SUP-136,1603.0,4.45,0.98,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8397,98.2694,201.5,2.37,47.3,26.2,,8.4,84.6,952.38,1365.91,67.53,0.0,16.88,100,6520.0,1320.88,39.1,95.5985
MFG-LINE-PLT-002-01,PLT-002,WC-015,SHF-PLT-002-20210309-3,2021-03-09,3,468.5,PRD-2021-SKU-08971,electronics_pcb,WO-2021-36749,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,54.536,2.727,46.46,124.78,54.67,59.04,0.05,WC-001,54.77,91.3,WC-002,0.0,737,476,475,1,0,1,65.97,94.49,0.6982,99.8966,476,2.7,6,-35.41,60.83,468.5,432.9,0.924,0.6982,0.9979,0.6438,20.95,32.53,35.6,205.7,1,idling_minor_stops,average,performance_loss,0.0,0,35.6,0.0,2,234.2,17.8,29.7,no,5.9,29.7,0.0,0.0,0.0,0.0,no,corrective,26.7,6.1,2,1,66.4,semi_skilled,10.1,0.0,no,no,29.4,SUP-043,1034.0,4.58,1.03,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8966,99.5121,231.8,0.488,42.1,25.0,,8.8,97.4,458.22,661.91,4.17,0.0,1.04,150,5340.0,1069.04,39.2,6.5369
MFG-LINE-PLT-004-05,PLT-004,WC-029,SHF-PLT-004-20230517-1,2023-05-17,1,459.5,PRD-2023-SKU-01040,industrial_machinery,WO-2023-37762,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,156.587,7.829,136.21,293.16,153.51,169.5,0.05,WC-001,166.8,96.84,WC-007,132.8,182,126,125,1,0,1,22.86,23.79,0.9609,99.9346,126,0.2,0,-30.77,0.82,459.5,412.7,0.8981,0.7699,0.9921,0.686,21.89,31.91,46.8,37.7,1,idling_minor_stops,average,performance_loss,82.0,2,46.8,0.0,3,153.2,15.6,34.5,yes,0.0,41.3,0.0,0.0,5.5,0.0,no,preventive,3.8,7.8,22,20,91.3,expert,5.5,0.0,no,yes,74.6,SUP-022,654.0,4.71,1.07,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9346,99.7577,363.4,2.907,88.5,41.8,,8.1,152.6,3301.34,5342.57,53.03,0.0,13.26,100,4680.0,949.26,51.6,122.6055
MFG-LINE-PLT-002-04,PLT-002,WC-007,SHF-PLT-002-20210131-1,2021-01-31,1,473.1,PRD-2021-SKU-05241,electronics_pcb,WO-2021-42187,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.785,2.587,13.09,21.77,15.49,19.05,0.175,WC-001,17.79,99.9,WC-005,0.0,2011,1486,1484,2,0,2,243.44,255.32,0.9535,99.8991,1486,0.2,0,-26.11,13.44,473.1,437.0,0.9237,0.799,0.9987,0.7371,24.22,32.86,36.1,373.8,2,reduced_speed,good,performance_loss,70.8,2,36.1,0.0,3,157.7,12.0,17.2,no,17.2,0.0,0.0,18.9,0.0,0.0,no,preventive,15.6,6.2,15,14,79.9,expert,0.8,0.0,no,no,72.6,SUP-132,1009.0,4.59,1.03,1.06,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8991,97.9714,722.7,0.487,120.9,90.3,,8.8,303.5,5444.79,6081.52,12.61,0.0,6.3,150,5415.0,1089.3,69.9,20.394
MFG-LINE-PLT-004-05,PLT-004,WC-013,SHF-PLT-004-20221221-2,2022-12-21,2,449.2,PRD-2022-SKU-04857,industrial_machinery,WO-2022-54381,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,179.149,8.957,159.57,359.84,175.09,193.93,0.05,WC-004,184.67,93.71,WC-005,155.36,178,136,135,1,0,1,20.04,23.79,0.8424,99.921,136,0.6,1,-23.6,18.03,449.2,449.2,1.0,0.7634,0.9926,0.7578,23.64,31.2,0.0,42.1,1,reduced_speed,good,performance_loss,42.1,1,0.0,0.0,0,449.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.2,2,1,93.4,skilled,9.4,0.0,no,no,47.7,SUP-198,790.0,4.66,1.05,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.921,99.1115,538.6,3.99,141.7,77.4,,7.3,226.2,484.92,1118.76,49.37,0.0,12.34,100,0.0,12.34,34.9,61.6148
MFG-LINE-PLT-004-02,PLT-004,WC-005,SHF-PLT-004-20210608-2,2021-06-08,2,439.7,PRD-2021-SKU-06401,industrial_machinery,WO-2021-83194,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,243.755,42.657,223.09,600.63,246.7,314.14,0.175,WC-001,248.32,92.61,WC-002,227.75,116,96,95,1,0,1,14.64,16.0,0.915,99.7863,96,1.5,4,-17.24,0.65,439.7,439.7,1.0,0.8188,0.9896,0.8103,24.74,30.53,0.0,21.2,1,reduced_speed,good,performance_loss,46.2,3,0.0,0.0,0,439.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,8.0,23,20,77.3,expert,12.0,0.0,no,no,70.0,SUP-021,2137.0,4.36,0.95,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7863,99.4681,418.9,4.41,110.1,43.9,,7.1,175.9,2976.05,4601.16,18.15,0.0,4.54,100,0.0,4.54,46.0,98.1012
MFG-LINE-PLT-003-05,PLT-003,WC-011,SHF-PLT-003-20240903-2,2024-09-03,2,428.9,PRD-2024-SKU-06160,electronics_pcb,WO-2024-32322,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,46.115,5.534,41.82,120.31,48.62,55.25,0.12,WC-001,48.43,95.47,WC-004,0.0,654,524,521,3,1,2,78.0,92.07,0.8472,99.43,525,0.9,2,-19.88,8.1,428.9,403.1,0.9398,0.8472,0.9943,0.7916,23.58,29.78,25.8,94.5,3,reduced_speed,good,performance_loss,0.0,0,25.8,0.0,2,214.4,12.9,21.1,no,21.1,0.0,4.6,0.0,0.0,0.0,no,corrective,2.5,7.0,11,9,70.4,skilled,11.5,0.0,no,no,62.5,SUP-034,5700.0,4.03,0.84,0.87,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.43,98.59,520.0,0.998,113.9,66.5,,7.5,218.4,2254.36,4757.71,18.78,18.78,9.39,150,3870.0,802.17,31.3,32.347
MFG-LINE-PLT-009-02,PLT-009,WC-017,SHF-PLT-009-20211015-1,2021-10-15,1,467.9,PRD-2021-SKU-02188,automotive_body,WO-2021-54671,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,54.63,2.731,48.14,124.08,55.84,59.14,0.05,WC-002,56.01,93.21,WC-001,0.0,850,483,482,1,0,1,65.89,109.09,0.604,99.9579,483,2.7,8,-43.18,3.43,467.9,439.8,0.9399,0.604,0.9979,0.5666,18.41,32.49,28.1,316.7,1,idling_minor_stops,average,performance_loss,0.0,0,28.1,0.0,3,156.0,9.4,20.8,no,20.8,0.0,0.0,2.0,5.3,0.0,no,preventive,14.2,5.1,20,18,63.7,trainee,9.1,0.5,yes,yes,30.2,SUP-182,421.0,4.84,1.11,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9579,97.2491,1059.9,2.199,235.4,148.4,21.2,8.2,445.2,3598.57,3944.03,37.7,0.0,9.43,200,5620.0,1133.43,48.5,53.4268
MFG-LINE-PLT-001-02,PLT-001,WC-033,SHF-PLT-001-20200319-2,2020-03-19,2,441.2,PRD-2020-SKU-07313,pharmaceutical,WO-2020-65123,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.35,9.861,48.3,103.07,55.5,72.62,0.175,WC-004,64.78,99.9,WC-002,0.0,520,433,432,1,0,1,63.79,70.87,0.9001,99.9836,433,0.3,0,-16.73,7.34,441.2,407.3,0.9232,0.9002,0.9977,0.8291,25.4,30.64,33.9,48.0,1,reduced_speed,good,performance_loss,0.0,0,33.9,0.0,2,220.6,17.0,31.1,yes,31.1,0.0,0.0,2.9,0.0,0.0,no,corrective,22.7,5.9,9,8,65.7,expert,10.0,0.0,no,no,28.0,SUP-012,164.0,5.09,1.2,1.25,contamination,labelling,100pct_manual,no,no,no,no,99.9836,98.9163,505.4,1.17,121.7,34.6,,8.4,212.3,3490.0,6089.17,20.72,0.0,5.18,300,10170.0,2039.18,49.0,42.942
MFG-LINE-PLT-001-02,PLT-001,WC-043,SHF-PLT-001-20220410-1,2022-04-10,1,465.9,PRD-2022-SKU-04994,pharmaceutical,WO-2022-49033,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,64.258,13.719,58.11,162.18,56.97,86.89,0.213,WC-001,86.95,99.9,WC-005,0.0,550,371,370,1,0,1,55.93,70.87,0.7892,99.9628,371,0.7,2,-32.55,3.67,465.9,421.3,0.9043,0.7456,0.9973,0.6724,21.75,32.35,44.6,126.6,1,reduced_speed,average,performance_loss,23.3,1,44.6,0.0,2,232.9,22.3,36.7,yes,36.7,0.0,0.0,7.9,0.0,0.0,no,predictive,22.7,6.3,16,13,94.0,semi_skilled,15.0,0.0,no,no,61.6,SUP-061,372.0,4.87,1.12,1.19,contamination,labelling,100pct_manual,yes,yes,yes,no,99.9628,97.0669,625.3,1.69,140.9,80.4,,7.7,262.6,4699.12,4628.42,19.51,0.0,4.88,300,13380.0,2680.88,57.9,44.7723
MFG-LINE-PLT-005-02,PLT-005,WC-030,SHF-PLT-005-20240213-1,2024-02-13,1,427.1,PRD-2024-SKU-08495,automotive_body,WO-2024-52671,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.716,4.297,48.8,68.64,53.22,60.81,0.08,WC-006,56.2,95.11,WC-004,0.0,539,465,464,1,0,1,66.99,75.79,0.8839,99.9874,465,0.3,1,-13.73,6.52,427.1,416.5,0.9752,0.8838,0.9978,0.8601,25.51,29.66,10.6,61.1,1,reduced_speed,world_class,performance_loss,0.0,0,10.6,0.0,1,427.1,10.6,10.6,no,10.6,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,7.1,12,10,76.4,skilled,13.9,0.0,no,no,41.4,SUP-022,126.0,5.16,1.22,1.39,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9874,99.8824,942.8,2.032,213.1,107.8,18.9,8.4,396.0,4021.72,8983.04,24.7,0.0,6.17,200,2120.0,430.17,56.0,52.7807
MFG-LINE-PLT-008-01,PLT-008,WC-002,SHF-PLT-008-20241007-3,2024-10-07,3,477.9,PRD-2024-SKU-09983,medical_devices,WO-2024-47546,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,141.664,17.0,129.33,187.47,144.24,169.71,0.12,WC-003,146.34,93.91,WC-001,110.05,251,73,72,1,0,1,25.11,31.61,0.7944,99.9747,73,0.7,1,-70.92,9.04,477.9,284.1,0.5945,0.4877,0.9863,0.286,9.49,33.19,193.8,76.7,1,reduced_speed,poor,performance_loss,109.7,4,193.8,0.0,9,53.1,21.5,64.1,yes,114.3,57.6,9.4,6.0,6.6,0.0,no,predictive,7.3,5.8,2,1,70.6,skilled,17.2,0.0,no,no,72.6,SUP-039,253.0,4.98,1.16,1.2,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9747,97.2603,90.2,1.253,22.2,4.6,,7.9,37.9,177.83,441.95,25.57,0.0,6.39,250,48450.0,9696.39,31.6,34.5332
MFG-LINE-PLT-010-04,PLT-010,WC-042,SHF-PLT-010-20220407-3,2022-04-07,3,427.6,PRD-2022-SKU-04716,industrial_machinery,WO-2022-17606,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,369.722,44.367,341.18,1089.3,370.34,442.93,0.12,WC-007,403.39,99.19,WC-004,356.1,96,67,66,1,0,1,9.65,13.62,0.7085,99.6963,67,2.5,5,-30.21,0.54,427.6,416.6,0.9743,0.7084,0.9851,0.6799,20.19,29.69,11.0,27.6,1,idling_minor_stops,average,performance_loss,0.0,0,11.0,0.0,2,213.8,5.5,6.4,no,0.0,4.6,0.0,6.4,0.0,0.0,no,preventive,14.7,5.6,18,17,65.5,semi_skilled,0.9,0.0,no,no,36.7,SUP-124,3037.0,4.24,0.91,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6963,97.1716,142.8,2.163,28.7,15.7,,8.6,60.0,7872.98,11309.44,25.85,0.0,6.46,100,1100.0,226.46,61.7,316.8844
MFG-LINE-PLT-009-01,PLT-009,WC-007,SHF-PLT-009-20240219-2,2024-02-19,2,470.2,PRD-2024-SKU-01401,automotive_body,WO-2024-05892,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,76.032,9.124,70.05,126.47,78.6,91.09,0.12,WC-010,83.18,99.45,WC-006,18.71,449,322,321,1,0,1,47.31,57.32,0.8254,99.9734,322,1.0,2,-28.29,2.28,470.2,432.9,0.9207,0.7785,0.9969,0.7145,23.33,32.65,37.3,91.6,1,idling_minor_stops,good,performance_loss,24.5,1,37.3,0.0,3,156.7,12.4,17.8,no,17.8,0.0,14.1,0.0,5.5,0.0,no,preventive,28.2,5.0,19,18,72.6,skilled,1.5,1.8,no,no,68.6,SUP-054,266.0,4.96,1.15,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9734,97.3748,770.4,2.4,170.7,99.9,15.4,8.1,323.6,6986.75,10722.59,92.6,0.0,23.15,200,7460.0,1515.15,65.9,148.0578
MFG-LINE-PLT-002-02,PLT-002,WC-044,SHF-PLT-002-20210806-2,2021-08-06,2,465.8,PRD-2021-SKU-08262,electronics_pcb,WO-2021-71473,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.004,0.45,12.99,31.37,15.14,15.75,0.03,WC-006,15.38,93.18,WC-004,0.0,2182,1785,1784,1,0,1,239.9,281.25,0.853,99.9676,1785,2.6,10,-18.19,13.52,465.8,446.4,0.9584,0.853,0.9994,0.817,26.43,32.35,19.4,307.6,1,idling_minor_stops,good,performance_loss,0.0,0,19.4,0.0,1,465.8,19.4,19.4,no,0.0,19.4,0.0,0.0,0.0,0.0,no,predictive,2.0,5.8,19,17,61.1,skilled,10.4,0.0,no,yes,24.8,SUP-166,324.0,4.91,1.14,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9676,98.5555,1760.8,0.987,378.1,203.8,,7.5,739.5,7491.37,12331.97,9.3,0.0,2.33,150,2910.0,584.33,28.7,20.417
MFG-LINE-PLT-005-02,PLT-005,WC-020,SHF-PLT-005-20200209-3,2020-02-09,3,421.7,PRD-2020-SKU-03126,automotive_body,WO-2020-72773,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.803,4.624,52.67,71.62,55.66,65.43,0.08,WC-006,60.93,95.83,WC-003,0.0,531,408,407,1,0,1,62.24,75.79,0.8212,99.7762,408,0.3,1,-23.16,5.26,421.7,402.9,0.9554,0.8017,0.9975,0.764,22.37,29.29,18.8,100.9,1,reduced_speed,good,performance_loss,9.6,1,18.8,0.0,1,421.7,18.8,18.8,no,18.8,0.0,0.0,0.0,0.0,0.0,no,predictive,1.3,7.2,14,11,68.5,skilled,20.2,1.8,no,no,42.1,SUP-123,2238.0,4.34,0.95,1.06,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.7762,99.1445,1254.8,3.083,343.7,142.0,25.1,7.5,527.0,1574.89,1832.74,47.18,0.0,11.79,200,3760.0,763.79,36.1,55.6685
MFG-LINE-PLT-006-01,PLT-006,WC-028,SHF-PLT-006-20220907-2,2022-09-07,2,426.2,PRD-2022-SKU-07260,food_beverage,WO-2022-17084,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.586,3.31,24.99,33.22,29.07,33.05,0.12,WC-001,32.08,99.9,WC-011,0.0,1038,618,617,1,0,1,130.41,146.34,0.8911,99.8961,618,0.1,0,-40.46,21.72,426.2,318.9,0.7482,0.7945,0.9984,0.5935,17.57,29.6,107.3,159.8,1,equipment_failure,average,availability_loss,34.6,1,107.3,0.0,4,106.6,26.8,41.4,yes,107.3,0.0,0.0,0.0,0.0,0.0,no,preventive,33.4,5.3,5,4,66.6,expert,12.9,0.0,no,no,55.8,SUP-088,1039.0,4.58,1.03,1.05,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8961,98.9405,302.3,0.49,81.3,24.5,,7.6,127.0,893.03,727.37,3.62,0.0,0.91,80,8584.0,1717.71,64.0,6.2521
MFG-LINE-PLT-004-04,PLT-004,WC-045,SHF-PLT-004-20220612-1,2022-06-12,1,479.3,PRD-2022-SKU-06042,industrial_machinery,WO-2022-86736,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,331.391,62.633,306.15,650.65,279.99,434.74,0.189,WC-001,348.22,95.53,WC-002,318.96,98,65,64,1,0,1,10.76,12.43,0.8656,99.6661,65,0.2,0,-33.67,0.42,479.3,420.3,0.8769,0.7467,0.9846,0.6447,21.46,33.29,59.0,22.1,1,idling_minor_stops,average,performance_loss,58.0,2,59.0,0.0,3,159.8,19.7,30.0,yes,30.0,13.1,15.8,0.0,0.0,0.0,no,corrective,24.6,6.3,22,19,92.5,skilled,10.1,0.0,no,yes,87.3,SUP-082,3339.0,4.21,0.9,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6661,99.5889,210.8,3.294,51.5,28.2,,7.8,88.5,7185.21,7851.12,37.56,0.0,9.39,100,5900.0,1189.39,45.9,273.0895
MFG-LINE-PLT-002-03,PLT-002,WC-034,SHF-PLT-002-20230226-1,2023-02-26,1,458.8,PRD-2023-SKU-05080,electronics_pcb,WO-2023-60896,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.938,2.447,46.16,92.84,48.42,52.98,0.05,WC-009,50.95,94.65,WC-006,0.0,629,494,493,1,0,1,73.46,82.38,0.8917,99.9665,494,0.3,1,-21.46,3.58,458.8,435.4,0.949,0.8263,0.998,0.7826,24.94,31.86,23.4,103.8,1,reduced_speed,good,performance_loss,32.0,1,23.4,0.0,2,229.4,11.7,16.1,no,0.0,0.0,23.4,0.0,0.0,0.0,no,corrective,13.3,7.5,19,18,94.5,skilled,2.9,0.0,no,no,62.1,SUP-178,335.0,4.9,1.13,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9665,99.3998,313.5,0.636,59.0,17.9,,8.4,131.7,6481.71,14093.38,10.5,0.0,2.62,150,3510.0,704.62,48.1,52.2558
MFG-LINE-PLT-005-02,PLT-005,WC-015,SHF-PLT-005-20230414-2,2023-04-14,2,464.5,PRD-2023-SKU-05328,automotive_body,WO-2023-26974,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,62.168,4.973,56.26,154.7,62.39,70.37,0.08,WC-002,63.94,93.51,WC-006,0.0,586,344,343,1,0,1,57.77,75.79,0.7622,99.9761,344,2.1,4,-41.3,4.03,464.5,393.6,0.8474,0.6918,0.9971,0.5845,18.86,32.26,70.9,153.2,1,idling_minor_stops,average,performance_loss,36.4,1,70.9,0.0,1,464.5,70.9,70.9,yes,70.9,0.0,0.0,0.0,0.0,0.0,no,predictive,1.3,6.7,13,11,82.4,semi_skilled,12.1,0.0,no,no,81.1,SUP-124,239.0,4.99,1.16,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9761,97.1177,682.6,1.99,129.8,80.5,13.7,8.4,286.7,3523.07,6091.78,61.02,0.0,15.26,200,14180.0,2851.26,50.0,89.2295
MFG-LINE-PLT-010-04,PLT-010,WC-041,SHF-PLT-010-20210305-2,2021-03-05,2,462.6,PRD-2021-SKU-06618,industrial_machinery,WO-2021-04248,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,353.226,42.387,334.87,641.11,353.19,423.16,0.12,WC-006,377.76,97.22,WC-002,339.61,104,70,69,1,0,1,10.11,13.62,0.7423,99.7073,70,1.0,2,-32.69,1.28,462.6,415.6,0.8984,0.7419,0.9857,0.657,21.11,32.13,47.0,24.4,1,idling_minor_stops,average,performance_loss,0.0,0,47.0,0.0,3,154.2,15.7,18.0,no,17.4,18.0,0.0,11.7,0.0,0.0,no,preventive,14.7,5.3,8,7,64.2,semi_skilled,3.8,0.0,yes,no,13.0,SUP-190,2927.0,4.26,0.92,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7073,97.4558,230.9,3.347,55.2,22.4,,7.8,97.0,2834.66,5071.41,103.1,0.0,25.77,100,4700.0,965.77,50.4,219.1749
MFG-LINE-PLT-005-05,PLT-005,WC-029,SHF-PLT-005-20240618-2,2024-06-18,2,466.9,PRD-2024-SKU-02564,automotive_body,WO-2024-09653,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,71.568,2.147,66.22,85.91,71.88,75.11,0.03,WC-002,73.32,93.13,WC-001,12.55,459,300,299,1,0,1,50.16,59.02,0.8499,99.9834,300,0.1,0,-34.64,2.26,466.9,390.0,0.8353,0.7821,0.9967,0.6511,21.11,32.42,76.9,83.6,1,reduced_speed,average,performance_loss,31.1,1,76.9,0.0,3,155.6,25.6,48.4,yes,48.4,19.0,9.5,0.0,0.0,0.0,no,corrective,23.7,6.3,19,17,64.3,skilled,10.2,0.0,yes,no,10.9,SUP-178,166.0,5.09,1.2,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9834,96.9841,834.8,2.792,195.9,80.1,16.7,7.8,350.6,4663.92,6203.52,37.21,0.0,9.3,200,15380.0,3085.3,26.7,73.6804
MFG-LINE-PLT-005-05,PLT-005,WC-003,SHF-PLT-005-20220101-3,2022-01-01,3,478.8,PRD-2022-SKU-05520,automotive_body,WO-2022-74440,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,109.693,3.291,94.46,322.94,109.86,115.12,0.03,WC-001,109.58,90.81,WC-002,50.67,470,237,236,1,0,1,32.82,59.02,0.5561,99.9794,237,2.5,9,-49.57,9.86,478.8,433.3,0.905,0.5561,0.9958,0.5011,16.66,33.25,45.5,189.2,1,idling_minor_stops,average,performance_loss,0.0,0,45.5,0.0,3,159.6,15.2,17.1,no,28.4,0.0,17.1,0.0,0.0,0.0,no,predictive,23.7,6.4,5,3,92.4,trainee,21.3,0.0,no,no,23.8,SUP-151,206.0,5.03,1.18,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9794,99.7337,907.9,3.847,208.1,128.5,18.2,6.9,381.3,652.56,1085.31,25.12,0.0,6.28,200,9100.0,1826.28,61.5,32.5903
MFG-LINE-PLT-001-02,PLT-001,WC-043,SHF-PLT-001-20230714-1,2023-07-14,1,456.1,PRD-2023-SKU-07989,pharmaceutical,WO-2023-01497,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,54.25,9.684,47.97,121.66,51.31,70.23,0.178,WC-002,62.9,99.9,WC-004,0.0,538,410,409,1,0,1,66.21,70.87,0.9342,99.9541,410,0.6,2,-23.79,13.45,456.1,417.7,0.9158,0.831,0.9976,0.7592,24.05,31.68,38.4,83.4,1,reduced_speed,good,performance_loss,46.2,4,38.4,0.0,3,152.0,12.8,14.0,no,0.0,14.0,0.0,12.5,0.0,11.9,no,preventive,22.7,5.9,5,4,63.9,multi_skilled,9.9,0.0,yes,no,68.8,SUP-198,459.0,4.81,1.1,1.23,contamination,labelling,100pct_manual,no,no,no,no,99.9541,99.0848,653.6,1.598,163.5,36.6,,7.9,274.5,1411.81,2380.11,41.36,0.0,10.34,300,11520.0,2314.34,74.6,50.7323
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20210211-2,2021-02-11,2,443.2,PRD-2021-SKU-06058,automotive_body,WO-2021-24438,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.574,2.117,61.53,93.7,69.84,74.07,0.03,WC-001,71.22,91.74,WC-003,11.55,435,293,292,1,0,1,50.96,59.02,0.8634,99.9896,293,4.9,12,-32.64,13.18,443.2,345.0,0.7784,0.8635,0.9966,0.6699,20.62,30.78,98.2,46.3,1,equipment_failure,average,availability_loss,0.0,0,98.2,0.0,4,110.8,24.5,42.9,yes,29.6,42.9,18.0,7.7,0.0,0.0,no,corrective,23.7,6.9,4,3,76.0,skilled,14.6,0.6,no,yes,72.5,SUP-096,104.0,5.21,1.24,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9896,97.6286,759.8,2.602,137.3,93.2,15.2,7.9,319.1,583.95,910.98,35.12,0.0,8.78,200,19640.0,3936.78,52.1,40.3599
MFG-LINE-PLT-010-03,PLT-010,WC-008,SHF-PLT-010-20230302-1,2023-03-02,1,463.8,PRD-2023-SKU-09396,industrial_machinery,WO-2023-57626,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.353,5.442,40.76,108.0,45.89,54.33,0.12,WC-002,48.93,98.08,WC-007,0.0,796,509,507,2,0,2,79.35,103.45,0.767,99.6762,509,1.0,3,-36.06,2.85,463.8,410.4,0.8849,0.7194,0.9961,0.6341,20.42,32.21,53.4,198.5,2,idling_minor_stops,average,performance_loss,25.5,3,53.4,0.0,2,231.9,26.7,34.9,yes,34.9,0.0,18.5,0.0,0.0,0.0,no,preventive,29.1,5.5,24,23,64.5,semi_skilled,0.4,0.0,no,no,50.3,SUP-081,3238.0,4.22,0.91,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6762,98.3564,1585.4,3.127,328.2,192.4,,7.9,665.9,6051.59,7597.15,54.84,0.0,27.42,100,5340.0,1095.42,44.4,81.9769
MFG-LINE-PLT-008-01,PLT-008,WC-041,SHF-PLT-008-20220430-1,2022-04-30,1,429.6,PRD-2022-SKU-06010,medical_devices,WO-2022-90499,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,118.705,14.245,100.98,219.37,125.19,142.21,0.12,WC-002,116.99,89.59,WC-003,87.09,226,170,169,1,0,1,30.27,31.61,0.9576,99.99,170,0.6,1,-24.78,1.12,429.6,364.1,0.8475,0.8863,0.9941,0.7467,22.28,29.84,65.5,21.8,1,setup_adjustment,good,availability_loss,27.1,1,65.5,0.0,2,214.8,32.8,44.9,yes,65.5,0.0,0.0,0.0,0.0,0.0,no,predictive,7.3,6.2,24,21,88.6,expert,10.4,0.0,no,no,21.1,SUP-180,59.0,5.35,1.28,1.35,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.99,99.1057,179.6,1.063,44.7,21.3,,8.2,75.4,4991.16,9383.07,29.22,0.0,7.3,250,16375.0,3282.3,27.1,114.4475
MFG-LINE-PLT-010-03,PLT-010,WC-036,SHF-PLT-010-20211226-1,2021-12-26,1,442.8,PRD-2021-SKU-03705,industrial_machinery,WO-2021-92096,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,37.118,4.454,34.05,88.01,36.67,44.47,0.12,WC-004,41.48,99.9,WC-006,0.0,762,715,714,1,0,1,96.89,103.45,0.9366,99.9267,715,0.0,0,-6.17,24.19,442.8,442.8,1.0,0.9366,0.9986,0.9353,28.76,30.75,0.0,48.4,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,442.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,29.1,6.1,5,4,72.8,expert,8.1,0.0,no,no,31.7,SUP-179,733.0,4.68,1.06,1.18,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9267,96.9307,1605.8,2.249,302.0,111.1,,8.5,674.4,1096.7,948.22,53.99,0.0,13.5,100,0.0,13.5,63.9,56.9296
MFG-LINE-PLT-003-01,PLT-003,WC-049,SHF-PLT-003-20220609-2,2022-06-09,2,472.4,PRD-2022-SKU-05474,electronics_pcb,WO-2022-18429,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,28.617,1.431,24.93,47.06,27.83,30.98,0.05,WC-008,29.77,94.57,WC-002,0.0,1381,822,821,1,0,1,125.77,175.61,0.7162,99.9189,822,0.4,0,-40.48,13.03,472.4,392.1,0.83,0.7162,0.9988,0.5937,19.48,32.81,80.3,325.7,1,reduced_speed,average,performance_loss,0.0,0,80.3,0.0,4,118.1,20.1,29.0,no,34.0,0.0,17.3,0.0,0.0,29.0,no,emergency,24.0,4.3,10,8,87.8,semi_skilled,11.2,1.1,no,no,13.2,SUP-031,811.0,4.65,1.05,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9189,98.0098,343.2,0.418,78.5,37.4,,9.0,144.1,3781.4,4277.29,15.75,0.0,3.94,150,12045.0,2412.94,53.9,25.5849
MFG-LINE-PLT-005-03,PLT-005,WC-040,SHF-PLT-005-20240713-1,2024-07-13,1,444.4,PRD-2024-SKU-03053,automotive_body,WO-2024-81665,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,67.049,3.352,61.01,144.16,67.81,72.58,0.05,WC-001,69.56,94.32,WC-002,3.45,470,341,340,1,0,1,53.69,63.6,0.8442,99.9777,341,0.5,1,-27.45,22.95,444.4,381.1,0.8576,0.8441,0.9971,0.7218,22.27,30.86,63.3,63.0,1,reduced_speed,good,performance_loss,0.0,0,63.3,0.0,2,222.2,31.7,47.0,yes,47.0,0.0,16.3,0.0,0.0,0.0,no,preventive,32.9,4.3,3,2,64.6,skilled,7.6,0.0,no,no,75.3,SUP-052,223.0,5.01,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9777,99.2217,779.6,2.293,165.2,41.9,15.6,8.2,327.4,556.57,959.36,37.59,0.0,9.4,200,12660.0,2541.4,66.1,42.1592
MFG-LINE-PLT-003-04,PLT-003,WC-040,SHF-PLT-003-20220929-2,2022-09-29,2,459.1,PRD-2022-SKU-09741,electronics_pcb,WO-2022-67153,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,35.389,1.769,32.35,57.61,35.39,38.31,0.05,WC-002,35.97,92.4,WC-003,0.0,1015,564,563,1,0,1,101.7,132.84,0.7656,99.8909,564,2.5,5,-44.43,4.6,459.1,417.3,0.9089,0.6105,0.9982,0.5539,17.66,31.88,41.8,359.8,1,reduced_speed,average,performance_loss,84.5,2,41.8,0.0,4,114.8,10.4,20.8,no,0.0,0.0,27.3,14.5,0.0,0.0,no,preventive,11.0,7.3,17,16,67.0,semi_skilled,4.4,0.6,no,no,50.1,SUP-005,1091.0,4.56,1.02,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8909,97.5009,316.4,0.562,65.1,19.7,,8.6,132.9,7491.34,15789.86,14.87,0.0,3.72,150,6270.0,1257.72,59.9,56.2485
MFG-LINE-PLT-004-02,PLT-004,WC-012,SHF-PLT-004-20221215-2,2022-12-15,2,452.4,PRD-2022-SKU-08409,industrial_machinery,WO-2022-32788,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,305.859,65.301,267.83,547.48,302.62,413.61,0.213,WC-001,300.18,89.22,WC-002,289.86,120,72,71,1,0,1,11.66,16.0,0.7288,99.5479,72,0.6,2,-40.0,1.35,452.4,428.7,0.9476,0.6298,0.9861,0.5885,18.49,31.42,23.7,42.3,1,reduced_speed,average,performance_loss,58.3,3,23.7,0.0,1,452.4,23.7,23.7,no,23.7,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,5.5,8,7,71.6,semi_skilled,10.9,0.0,no,no,42.1,SUP-050,4521.0,4.11,0.87,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5479,98.3313,341.9,4.815,89.0,46.7,,6.8,143.6,2028.92,2461.54,57.51,0.0,14.38,100,2370.0,488.38,32.1,121.5659
MFG-LINE-PLT-002-04,PLT-002,WC-015,SHF-PLT-002-20240718-1,2024-07-18,1,469.8,PRD-2024-SKU-04032,electronics_pcb,WO-2024-02211,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,23.514,6.378,21.73,52.32,25.47,34.04,0.271,WC-005,26.33,99.9,WC-001,0.0,1993,464,462,2,1,1,152.89,255.32,0.5988,99.7329,465,0.4,0,-76.72,8.43,469.8,261.0,0.5555,0.4178,0.9957,0.2311,7.54,32.62,208.8,646.5,2,idling_minor_stops,poor,performance_loss,78.9,4,208.8,0.0,6,78.3,34.8,153.9,yes,201.8,0.0,0.0,0.0,7.0,0.0,no,corrective,15.6,5.5,9,7,94.1,trainee,13.8,0.0,no,no,26.0,SUP-106,2671.0,4.29,0.93,0.99,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7329,97.8453,425.0,0.92,85.4,55.6,,7.7,178.5,1771.82,2195.26,11.68,11.68,2.92,150,31320.0,6278.6,31.7,20.3173
MFG-LINE-PLT-002-03,PLT-002,WC-037,SHF-PLT-002-20200718-2,2020-07-18,2,443.1,PRD-2020-SKU-06972,electronics_pcb,WO-2020-85956,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.912,2.596,45.45,66.36,51.75,56.2,0.05,WC-004,54.29,95.07,WC-007,0.0,608,316,315,1,0,1,69.32,82.38,0.8415,99.9422,316,1.2,2,-48.03,2.84,443.1,433.8,0.979,0.5305,0.9968,0.5178,15.93,30.77,9.3,279.6,1,idling_minor_stops,average,performance_loss,160.3,4,9.3,0.0,1,443.1,9.3,9.3,no,0.0,0.0,9.3,0.0,0.0,0.0,no,emergency,13.3,6.2,18,15,64.0,skilled,12.4,1.9,no,no,58.0,SUP-152,578.0,4.75,1.08,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9422,97.139,332.6,1.056,78.0,48.5,,7.4,139.7,4166.65,9856.52,20.8,0.0,5.2,150,1395.0,284.2,72.8,65.384
MFG-LINE-PLT-004-01,PLT-004,WC-029,SHF-PLT-004-20210508-2,2021-05-08,2,469.9,PRD-2021-SKU-08783,industrial_machinery,WO-2021-21596,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,276.802,13.84,253.84,664.59,280.15,299.64,0.05,WC-009,282.98,92.94,WC-003,259.61,134,62,61,1,0,1,12.86,17.19,0.7481,99.8562,62,2.4,5,-53.73,0.43,469.9,289.4,0.6159,0.7477,0.9839,0.4531,14.78,32.63,180.5,20.9,1,setup_adjustment,poor,availability_loss,0.0,0,180.5,0.0,10,47.0,18.0,45.9,yes,97.8,12.8,26.3,19.2,0.0,24.4,no,corrective,28.6,5.9,21,18,94.1,semi_skilled,13.7,0.0,no,no,38.1,SUP-104,1438.0,4.48,0.99,1.01,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8562,98.856,131.9,2.162,27.4,16.1,,8.6,55.4,2757.97,3027.97,68.68,0.0,17.17,100,18050.0,3627.17,65.3,164.6574
MFG-LINE-PLT-010-03,PLT-010,WC-029,SHF-PLT-010-20220607-1,2022-06-07,1,441.2,PRD-2022-SKU-04169,industrial_machinery,WO-2022-97223,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.484,5.458,42.93,88.46,41.51,54.49,0.12,WC-007,48.81,97.57,WC-001,0.0,757,402,400,2,1,1,78.97,103.45,0.7634,99.5966,403,1.4,3,-46.9,3.63,441.2,341.3,0.7736,0.6832,0.995,0.5258,16.11,30.64,99.9,186.4,2,idling_minor_stops,average,performance_loss,35.9,2,99.9,0.0,6,73.5,16.6,34.3,yes,70.7,14.4,0.0,14.8,0.0,0.0,no,preventive,29.1,5.9,17,15,91.4,semi_skilled,11.1,1.4,no,no,25.5,SUP-194,4034.0,4.15,0.88,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5966,99.1983,1504.4,3.761,274.7,92.7,,7.5,631.8,3286.19,4018.14,189.91,189.91,47.48,100,9990.0,2235.39,45.3,209.1204
MFG-LINE-PLT-008-01,PLT-008,WC-015,SHF-PLT-008-20211128-2,2021-11-28,2,421.7,PRD-2021-SKU-06932,medical_devices,WO-2021-59300,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,155.313,18.638,135.88,361.7,149.46,186.07,0.12,WC-003,168.11,98.4,WC-002,123.7,222,105,104,1,0,1,23.18,31.61,0.7333,99.9633,105,2.7,5,-52.7,1.23,421.7,367.7,0.872,0.5421,0.9905,0.4682,13.71,29.29,54.0,88.7,1,idling_minor_stops,poor,performance_loss,95.9,4,54.0,0.0,5,84.3,10.8,19.7,no,0.0,9.1,0.0,7.9,5.8,31.2,no,emergency,7.3,6.1,14,12,63.4,semi_skilled,11.9,0.4,no,no,31.0,SUP-158,367.0,4.88,1.13,1.21,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9633,97.1548,124.6,1.198,28.6,10.1,,8.0,52.3,1725.37,2113.31,20.95,0.0,5.24,250,13500.0,2705.24,57.6,58.0618
MFG-LINE-PLT-007-01,PLT-007,WC-040,SHF-PLT-007-20210930-1,2021-09-30,1,462.4,PRD-2021-SKU-02516,industrial_machinery,WO-2021-92472,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,189.133,5.674,169.12,243.23,189.12,198.5,0.03,WC-006,196.23,94.32,WC-008,167.97,163,131,130,1,0,1,18.91,21.16,0.8937,99.9733,131,0.9,3,-19.63,1.69,462.4,449.9,0.973,0.8254,0.9924,0.797,25.59,32.11,12.5,27.7,1,idling_minor_stops,good,performance_loss,34.2,1,12.5,0.0,1,462.4,12.5,12.5,no,0.0,0.0,0.0,0.0,0.0,12.5,no,preventive,27.1,6.1,11,10,65.6,skilled,6.9,0.4,no,no,72.4,SUP-046,267.0,4.96,1.15,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9733,99.8904,389.4,2.995,90.2,25.1,,8.0,163.5,3147.17,5543.43,36.62,0.0,9.15,100,1250.0,259.15,66.4,103.7525
MFG-LINE-PLT-010-02,PLT-010,WC-030,SHF-PLT-010-20210528-3,2021-05-28,3,475.2,PRD-2021-SKU-01497,industrial_machinery,WO-2021-24643,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,369.331,69.804,327.24,583.24,364.65,484.51,0.189,WC-001,402.31,99.03,WC-005,356.95,97,75,74,1,0,1,9.71,12.38,0.7843,99.6943,75,0.9,3,-22.68,1.17,475.2,463.6,0.9756,0.7844,0.9867,0.7551,24.92,33.0,11.6,20.6,1,idling_minor_stops,good,performance_loss,0.0,0,11.6,0.0,1,475.2,11.6,11.6,no,0.0,0.0,11.6,0.0,0.0,0.0,no,corrective,32.7,4.7,9,8,73.8,skilled,1.9,0.0,no,no,56.1,SUP-154,3057.0,4.24,0.91,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6943,99.4024,218.6,2.954,47.6,19.0,,8.0,91.8,3042.97,5427.04,25.92,0.0,6.48,100,1160.0,238.48,32.0,140.7299
MFG-LINE-PLT-001-02,PLT-001,WC-025,SHF-PLT-001-20210318-1,2021-03-18,1,447.3,PRD-2021-SKU-03418,pharmaceutical,WO-2021-61901,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,65.458,13.975,58.91,86.35,67.63,88.52,0.213,WC-005,69.2,96.1,WC-001,0.0,528,384,383,1,0,1,54.96,70.87,0.7755,99.9613,384,2.3,9,-27.27,3.42,447.3,419.2,0.9372,0.7755,0.9974,0.7249,22.52,31.07,28.1,111.2,1,reduced_speed,good,performance_loss,0.0,0,28.1,0.0,2,223.7,14.0,14.3,no,14.3,0.0,13.8,0.0,0.0,0.0,no,preventive,22.7,6.8,16,15,74.1,semi_skilled,5.7,0.0,no,no,49.8,SUP-011,387.0,4.86,1.12,1.15,contamination,labelling,100pct_manual,no,no,no,no,99.9613,97.4591,724.3,1.891,145.8,89.4,,7.5,304.2,3060.58,2726.2,39.3,0.0,9.82,300,8430.0,1695.82,55.3,54.5117
MFG-LINE-PLT-001-02,PLT-001,WC-038,SHF-PLT-001-20200325-2,2020-03-25,2,446.5,PRD-2020-SKU-06250,pharmaceutical,WO-2020-70365,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,59.729,11.289,54.86,86.41,56.01,78.36,0.189,WC-003,73.17,99.9,WC-002,0.0,527,311,310,1,0,1,60.15,70.87,0.8487,99.9701,311,1.6,5,-40.99,2.08,420.4,350.9,0.8347,0.7504,0.9968,0.6244,18.23,29.19,69.5,103.4,1,idling_minor_stops,average,performance_loss,66.8,3,69.5,26.1,2,223.2,34.8,55.1,yes,55.1,0.0,0.0,14.5,0.0,0.0,yes,preventive,22.7,6.9,23,20,86.2,skilled,12.0,0.0,no,no,44.5,SUP-051,299.0,4.93,1.14,1.24,contamination,labelling,100pct_manual,no,no,no,no,99.9701,98.4987,460.4,1.485,100.2,60.5,,8.0,193.4,3263.69,2720.07,19.95,0.0,4.99,300,20850.0,4174.99,60.2,39.3168
MFG-LINE-PLT-004-04,PLT-004,WC-030,SHF-PLT-004-20200414-1,2020-04-14,1,432.5,PRD-2020-SKU-09903,industrial_machinery,WO-2020-17747,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,369.194,78.823,333.92,930.02,371.78,499.25,0.213,WC-001,420.63,99.9,WC-002,356.76,89,57,56,1,0,1,9.61,12.43,0.7731,99.3549,57,0.5,1,-35.96,0.6,432.5,413.2,0.9554,0.666,0.9825,0.6251,18.78,30.04,19.3,28.6,1,reduced_speed,average,performance_loss,57.3,2,19.3,0.0,2,216.3,9.6,13.7,no,13.7,5.6,0.0,0.0,0.0,0.0,no,predictive,24.6,5.6,14,13,85.7,semi_skilled,4.1,0.0,no,yes,42.2,SUP-192,6451.0,3.99,0.83,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.3549,98.9288,167.1,2.984,38.5,18.4,,8.0,70.2,3220.78,3749.27,32.81,0.0,8.2,100,1930.0,394.2,73.4,157.8611
MFG-LINE-PLT-001-02,PLT-001,WC-003,SHF-PLT-001-20240130-1,2024-01-30,1,435.5,PRD-2024-SKU-02260,pharmaceutical,WO-2024-55926,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,66.828,14.268,61.93,174.83,69.68,90.37,0.213,WC-001,67.22,91.44,WC-003,0.0,514,307,306,1,0,1,53.87,70.87,0.7601,99.9447,307,2.7,9,-40.27,2.22,418.1,403.0,0.9639,0.645,0.9967,0.6197,17.99,29.03,15.1,169.0,1,idling_minor_stops,average,performance_loss,78.4,2,15.1,17.4,2,217.7,7.5,8.1,no,0.0,6.9,0.0,8.1,0.0,0.0,yes,preventive,22.7,4.0,23,19,90.3,semi_skilled,14.4,0.0,no,no,48.1,SUP-113,553.0,4.76,1.09,1.21,contamination,labelling,100pct_manual,no,no,no,no,99.9447,99.3392,383.1,1.252,75.5,51.1,,8.3,160.9,2638.35,2702.4,33.33,0.0,8.33,300,4530.0,914.33,44.2,50.8924
MFG-LINE-PLT-005-01,PLT-005,WC-009,SHF-PLT-005-20220623-1,2022-06-23,1,429.3,PRD-2022-SKU-02854,automotive_body,WO-2022-68248,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,43.766,5.252,39.19,91.36,43.84,52.43,0.12,WC-003,44.13,91.67,WC-001,0.0,748,407,406,1,0,1,82.16,104.65,0.7851,99.9455,407,1.2,2,-45.59,3.78,429.3,306.0,0.7128,0.7625,0.9975,0.5422,16.17,29.81,123.3,126.8,1,equipment_failure,average,availability_loss,8.8,1,123.3,0.0,4,107.3,30.8,87.4,yes,87.4,16.5,16.3,0.0,3.2,0.0,no,emergency,20.8,5.7,16,15,64.4,semi_skilled,2.6,0.0,no,yes,16.7,SUP-195,545.0,4.77,1.09,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9455,97.1966,769.8,1.896,145.1,72.2,15.4,8.5,323.3,4943.62,11139.25,19.85,0.0,4.96,200,24660.0,4936.96,72.5,59.5119
MFG-LINE-PLT-002-03,PLT-002,WC-001,SHF-PLT-002-20200823-3,2020-08-23,3,453.8,PRD-2020-SKU-08027,electronics_pcb,WO-2020-23334,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,78.397,3.92,67.33,224.31,77.54,84.87,0.05,WC-002,80.84,93.74,WC-008,0.0,621,338,337,1,0,1,45.88,82.38,0.5569,99.8224,338,0.1,0,-45.57,2.12,453.8,442.0,0.974,0.5569,0.997,0.5409,17.05,31.51,11.8,268.9,1,reduced_speed,average,performance_loss,0.0,0,11.8,0.0,1,453.8,11.8,11.8,no,0.0,0.0,11.8,0.0,0.0,0.0,no,preventive,13.3,6.2,22,21,82.6,trainee,0.7,0.0,no,no,28.6,SUP-132,1776.0,4.42,0.97,1.03,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8224,98.6877,252.4,0.749,56.6,15.2,,8.1,106.0,5187.06,12176.04,7.38,0.0,1.84,150,1770.0,355.84,43.4,58.9245
MFG-LINE-PLT-001-01,PLT-001,WC-013,SHF-PLT-001-20220803-1,2022-08-03,1,457.7,PRD-2022-SKU-09017,pharmaceutical,WO-2022-85491,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.653,0.68,19.87,55.86,22.6,23.77,0.03,WC-009,23.09,92.64,WC-005,0.0,1345,1125,1124,1,0,1,158.84,176.47,0.9001,99.99,1125,0.5,1,-16.36,49.12,457.7,425.0,0.9286,0.9001,0.9991,0.835,26.54,31.78,32.7,124.9,1,reduced_speed,good,performance_loss,0.0,0,32.7,0.0,2,228.8,16.4,17.2,no,15.5,0.0,17.2,0.0,0.0,0.0,no,preventive,26.8,7.0,4,3,76.1,skilled,0.0,0.5,no,no,78.9,SUP-142,29.0,5.52,1.34,1.47,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.306,1482.6,1.319,256.0,108.5,,8.2,622.7,1005.08,1573.0,36.96,0.0,9.24,300,9810.0,1971.24,41.7,39.2865
MFG-LINE-PLT-010-04,PLT-010,WC-020,SHF-PLT-010-20240831-1,2024-08-31,1,438.6,PRD-2024-SKU-07688,industrial_machinery,WO-2024-72121,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,277.033,33.244,250.71,698.88,283.69,331.89,0.12,WC-005,314.9,99.9,WC-003,263.41,99,79,78,1,0,1,12.88,13.62,0.9457,99.8588,79,0.6,1,-20.2,0.49,438.6,367.9,0.8388,0.9459,0.9873,0.7834,23.86,30.46,70.7,4.5,1,setup_adjustment,good,availability_loss,0.0,0,70.7,0.0,3,146.2,23.6,34.6,yes,34.6,36.1,0.0,0.0,0.0,0.0,no,preventive,14.7,5.9,24,22,68.1,expert,8.0,0.0,no,no,86.9,SUP-185,1412.0,4.49,1.0,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8588,98.1326,268.2,3.439,62.5,21.8,,7.7,112.6,9670.72,8779.67,53.07,0.0,13.27,100,7070.0,1427.27,61.6,290.2938
MFG-LINE-PLT-004-05,PLT-004,WC-007,SHF-PLT-004-20200703-2,2020-07-03,2,442.0,PRD-2020-SKU-02906,industrial_machinery,WO-2020-82570,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,178.665,8.933,160.31,443.05,179.17,193.4,0.05,WC-009,182.65,92.94,WC-003,154.88,175,108,107,1,0,1,19.98,23.79,0.8398,99.9116,108,1.4,3,-38.29,2.07,442.0,369.1,0.8351,0.7378,0.9907,0.6104,18.74,30.7,72.9,38.4,1,reduced_speed,average,performance_loss,44.7,1,72.9,0.0,4,110.5,18.2,27.9,no,37.9,7.0,0.0,0.0,0.0,27.9,no,corrective,3.8,7.2,9,7,84.8,skilled,13.5,0.0,no,no,12.9,SUP-127,884.0,4.63,1.04,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9116,98.9103,311.3,2.909,59.7,15.6,,8.1,130.7,1478.2,3127.37,33.55,0.0,8.39,100,7290.0,1466.39,48.5,76.9063
MFG-LINE-PLT-004-06,PLT-004,WC-043,SHF-PLT-004-20211125-2,2021-11-25,2,476.4,PRD-2021-SKU-07740,industrial_machinery,WO-2021-18721,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,125.819,15.098,115.52,300.13,128.3,150.73,0.12,WC-003,126.49,91.39,WC-001,93.85,253,200,199,1,0,1,28.57,31.97,0.8937,99.7961,200,0.1,0,-20.95,1.57,476.4,420.0,0.8816,0.8937,0.995,0.784,25.94,33.08,56.4,23.8,1,equipment_failure,good,availability_loss,0.0,0,56.4,0.0,4,119.1,14.1,35.4,yes,35.4,0.0,0.0,5.2,4.9,10.9,no,emergency,6.6,7.6,17,16,92.7,multi_skilled,4.9,0.0,no,no,33.5,SUP-029,2039.0,4.37,0.96,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7961,99.3581,365.4,1.836,65.6,43.0,,8.8,153.5,5417.57,10547.06,46.29,0.0,11.57,100,5640.0,1139.57,72.5,126.7469
MFG-LINE-PLT-004-03,PLT-004,WC-037,SHF-PLT-004-20241123-1,2024-11-23,1,477.6,PRD-2024-SKU-07899,industrial_machinery,WO-2024-55757,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,172.644,8.632,159.7,506.76,171.93,186.89,0.05,WC-005,170.87,89.98,WC-002,145.55,215,140,139,1,0,1,20.82,27.09,0.7685,99.8886,140,4.1,11,-34.88,0.97,455.9,398.7,0.8745,0.7778,0.9929,0.6753,21.38,31.66,57.2,40.0,1,reduced_speed,average,performance_loss,17.0,1,57.2,21.7,4,119.4,14.3,32.8,yes,45.7,0.0,0.0,5.4,6.0,0.0,yes,corrective,22.2,5.8,20,18,81.2,semi_skilled,8.5,0.0,no,no,62.0,SUP-134,1114.0,4.56,1.02,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8886,98.1651,373.2,2.685,65.6,38.7,,8.2,156.7,9199.67,7916.3,45.84,0.0,11.46,100,5720.0,1155.46,62.7,169.3063
MFG-LINE-PLT-007-02,PLT-007,WC-030,SHF-PLT-007-20200530-2,2020-05-30,2,477.7,PRD-2020-SKU-03040,industrial_machinery,WO-2020-79203,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,277.448,33.294,249.64,676.0,277.26,332.38,0.12,WC-002,266.61,87.36,WC-001,261.91,123,84,83,1,0,1,12.85,15.54,0.8269,99.7152,84,0.5,1,-31.71,1.16,477.7,402.8,0.8432,0.8049,0.9881,0.6706,22.25,33.18,74.9,20.4,1,reduced_speed,average,performance_loss,10.5,1,74.9,0.0,6,79.6,12.5,25.6,no,41.8,6.9,0.0,26.3,0.0,0.0,no,emergency,32.8,5.6,10,9,62.5,skilled,1.5,0.0,no,no,57.6,SUP-106,2848.0,4.26,0.92,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7152,99.6731,281.9,3.396,61.5,24.3,,7.7,118.4,3431.05,7647.04,31.16,0.0,7.79,100,7490.0,1505.79,43.3,165.0064
MFG-LINE-PLT-004-05,PLT-004,WC-037,SHF-PLT-004-20240601-2,2024-06-01,2,436.0,PRD-2024-SKU-02107,industrial_machinery,WO-2024-89047,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,169.268,8.463,160.52,248.9,174.63,183.23,0.05,WC-005,180.05,96.7,WC-008,145.48,172,123,122,1,0,1,21.23,23.79,0.8924,99.9775,123,1.0,3,-28.49,5.6,436.0,398.6,0.9142,0.7782,0.9919,0.7057,21.36,30.27,37.4,35.1,1,idling_minor_stops,good,performance_loss,50.9,2,37.4,0.0,2,218.0,18.7,21.1,no,0.0,21.1,16.3,0.0,0.0,0.0,no,preventive,3.8,6.1,4,3,67.0,expert,7.5,0.0,no,no,43.5,SUP-171,225.0,5.01,1.17,1.29,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9775,99.003,278.0,2.279,50.0,18.2,,8.5,116.8,1149.81,2239.43,119.43,0.0,29.86,100,3740.0,777.86,74.5,148.1896
MFG-LINE-PLT-002-04,PLT-002,WC-032,SHF-PLT-002-20211003-1,2021-10-03,1,467.4,PRD-2021-SKU-09865,electronics_pcb,WO-2021-06004,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.889,3.003,14.77,29.14,15.01,20.84,0.189,WC-003,16.59,94.89,WC-005,0.0,1986,1414,1412,2,0,2,226.53,255.32,0.8872,99.8627,1414,0.9,2,-28.8,90.62,467.4,406.4,0.8695,0.8176,0.9986,0.7099,23.04,32.46,61.0,315.5,2,idling_minor_stops,good,performance_loss,31.9,2,61.0,0.0,3,155.8,20.3,35.6,yes,35.6,18.8,6.6,0.0,0.0,0.0,no,preventive,15.6,6.4,3,2,83.9,skilled,5.9,0.0,no,no,26.3,SUP-039,1373.0,4.49,1.0,1.01,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8627,97.1817,690.5,0.489,133.3,64.0,,8.8,290.0,533.78,890.8,14.47,0.0,7.24,150,9150.0,1837.24,68.5,15.4994
MFG-LINE-PLT-005-02,PLT-005,WC-042,SHF-PLT-005-20230416-3,2023-04-16,3,475.5,PRD-2023-SKU-01801,automotive_body,WO-2023-20911,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,64.619,5.17,60.0,163.44,63.73,73.15,0.08,WC-005,65.47,92.11,WC-002,0.0,600,342,341,1,0,1,55.65,75.79,0.7343,99.9493,342,9.7,23,-43.0,10.76,475.5,438.0,0.9211,0.6182,0.9971,0.5677,18.75,33.02,37.5,211.2,1,reduced_speed,average,performance_loss,69.3,2,37.5,0.0,2,237.7,18.7,22.2,no,22.2,15.2,0.0,0.0,0.0,0.0,no,corrective,1.3,7.5,5,4,70.3,semi_skilled,5.8,0.6,no,yes,84.4,SUP-126,507.0,4.79,1.1,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9493,99.5575,1190.1,3.49,264.1,93.3,23.8,7.2,499.8,601.24,577.01,54.1,0.0,13.53,200,7500.0,1513.53,57.9,57.7139
MFG-LINE-PLT-005-01,PLT-005,WC-023,SHF-PLT-005-20240803-1,2024-08-03,1,464.5,PRD-2024-SKU-07458,automotive_body,WO-2024-78841,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,36.402,4.368,33.75,106.57,38.92,43.61,0.12,WC-001,36.99,92.37,WC-002,0.0,810,639,638,1,0,1,98.83,104.65,0.9444,99.977,639,0.0,0,-21.11,6.34,464.5,412.2,0.8874,0.8887,0.9984,0.7874,25.4,32.26,52.3,80.0,1,setup_adjustment,good,availability_loss,24.3,1,52.3,0.0,4,116.1,13.1,31.9,yes,0.0,0.0,39.9,0.0,12.5,0.0,no,corrective,20.8,6.4,14,13,80.9,expert,6.0,0.0,no,yes,51.9,SUP-174,230.0,5.0,1.17,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.977,97.1099,1447.0,2.268,248.4,160.9,28.9,8.2,607.7,5695.49,8113.42,29.02,0.0,7.25,200,10460.0,2099.25,34.1,50.7095
MFG-LINE-PLT-008-01,PLT-008,WC-027,SHF-PLT-008-20201216-2,2020-12-16,2,424.4,PRD-2020-SKU-07203,medical_devices,WO-2020-91815,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,138.719,16.646,126.11,175.92,137.35,166.18,0.12,WC-003,143.28,93.9,WC-001,107.11,223,162,161,1,0,1,25.92,31.61,0.82,99.9821,162,0.1,0,-27.35,2.07,424.4,406.8,0.9585,0.756,0.9938,0.7202,21.22,29.47,17.6,52.3,1,reduced_speed,good,performance_loss,31.7,1,17.6,0.0,2,212.2,8.8,10.4,no,0.0,0.0,0.0,0.0,17.6,0.0,no,emergency,7.3,4.1,13,11,81.6,skilled,13.8,0.0,no,no,81.3,SUP-032,179.0,5.07,1.19,1.27,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9821,97.1623,239.6,1.488,60.9,18.7,,7.5,100.6,2123.98,2126.0,16.62,0.0,4.16,250,4400.0,884.16,39.0,43.1206
MFG-LINE-PLT-005-02,PLT-005,WC-044,SHF-PLT-005-20200427-2,2020-04-27,2,420.4,PRD-2020-SKU-09438,automotive_body,WO-2020-80642,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.099,4.408,48.4,163.06,55.98,62.37,0.08,WC-003,54.39,89.74,WC-006,0.0,530,335,334,1,0,1,65.22,75.79,0.8605,99.9878,335,2.1,8,-36.79,5.96,420.4,343.6,0.8173,0.7719,0.997,0.629,18.36,29.19,76.8,99.0,1,reduced_speed,average,performance_loss,35.4,1,76.8,0.0,5,84.1,15.4,31.4,yes,15.0,21.1,9.4,0.0,0.0,31.4,no,corrective,1.3,8.0,9,8,67.8,skilled,5.3,0.0,no,no,26.1,SUP-174,122.0,5.17,1.22,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9878,99.0945,657.6,1.969,139.8,83.6,13.2,8.4,276.2,1075.94,904.02,28.68,0.0,7.17,200,15360.0,3079.17,63.2,34.6939
MFG-LINE-PLT-006-01,PLT-006,WC-049,SHF-PLT-006-20231011-3,2023-10-11,3,470.8,PRD-2023-SKU-09920,food_beverage,WO-2023-58487,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.153,3.738,28.75,88.67,31.42,37.32,0.12,WC-005,34.77,99.9,WC-010,0.0,1146,693,691,2,0,2,115.4,146.34,0.7886,99.8396,693,6.2,13,-39.53,7.34,470.8,360.3,0.7653,0.7886,0.9971,0.6018,19.68,32.7,110.5,185.8,2,setup_adjustment,average,availability_loss,0.0,0,110.5,0.0,5,94.2,22.1,44.0,yes,81.1,16.4,13.0,0.0,0.0,0.0,no,predictive,33.4,4.0,14,12,65.9,skilled,12.6,0.0,no,no,69.2,SUP-185,1604.0,4.45,0.98,1.0,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8396,98.3063,279.2,0.404,48.2,23.3,,8.0,117.3,4115.89,5137.24,4.47,0.0,2.23,80,8840.0,1770.23,54.7,17.8739
MFG-LINE-PLT-007-01,PLT-007,WC-038,SHF-PLT-007-20240721-1,2024-07-21,1,468.7,PRD-2024-SKU-08792,industrial_machinery,WO-2024-45887,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,192.429,5.773,175.55,524.81,190.96,201.95,0.03,WC-001,197.9,93.49,WC-012,171.27,165,128,127,1,0,1,18.63,21.16,0.8804,99.9469,128,1.9,4,-22.42,2.71,468.7,412.2,0.8795,0.8803,0.9922,0.7682,25.0,32.55,56.5,17.4,1,setup_adjustment,good,availability_loss,0.0,0,56.5,0.0,3,156.2,18.8,30.3,yes,50.3,0.0,0.0,6.1,0.0,0.0,no,corrective,27.1,5.6,7,6,61.9,skilled,7.0,0.0,no,yes,41.5,SUP-139,531.0,4.77,1.09,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9469,98.9289,311.4,2.452,72.3,32.5,,8.4,130.8,2766.6,3017.16,85.68,0.0,21.42,100,5650.0,1151.42,27.1,131.8961
MFG-LINE-PLT-004-06,PLT-004,WC-003,SHF-PLT-004-20240710-3,2024-07-10,3,452.9,PRD-2024-SKU-05941,industrial_machinery,WO-2024-36323,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,203.748,24.45,176.39,512.58,201.91,244.09,0.12,WC-003,216.19,96.46,WC-002,171.78,238,96,94,2,0,2,17.53,31.97,0.5483,98.8914,96,4.2,9,-59.66,6.23,452.9,379.1,0.8371,0.4752,0.9792,0.3895,12.25,31.45,73.8,106.0,2,reduced_speed,poor,performance_loss,50.6,2,73.8,0.0,5,90.6,14.8,38.9,yes,0.0,16.7,9.1,0.0,9.1,38.9,no,predictive,6.6,6.5,3,2,92.4,trainee,8.8,0.0,no,yes,20.5,SUP-129,11086.0,3.79,0.76,0.86,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,98.8914,97.5517,404.7,4.305,91.2,31.5,,7.1,170.0,402.06,324.26,39.28,0.0,19.64,100,7380.0,1495.64,67.0,47.8426
MFG-LINE-PLT-005-06,PLT-005,WC-037,SHF-PLT-005-20230725-2,2023-07-25,2,423.9,PRD-2023-SKU-01625,automotive_body,WO-2023-01738,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,89.589,4.479,84.73,240.42,88.74,96.98,0.05,WC-005,91.21,92.56,WC-003,41.59,339,279,278,1,0,1,40.17,48.0,0.8369,99.9707,279,4.1,9,-17.7,2.07,423.9,416.7,0.983,0.8369,0.9964,0.8197,24.13,29.44,7.2,54.4,1,idling_minor_stops,good,performance_loss,0.0,0,7.2,0.0,1,423.9,7.2,7.2,no,0.0,0.0,0.0,0.0,7.2,0.0,no,corrective,32.1,5.2,21,19,84.3,skilled,5.6,0.0,no,no,43.8,SUP-106,293.0,4.94,1.15,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9707,98.6603,788.7,2.837,149.3,84.5,15.8,7.7,331.3,5699.18,8908.21,22.88,0.0,5.72,200,1440.0,293.72,38.9,75.5069
MFG-LINE-PLT-004-06,PLT-004,WC-030,SHF-PLT-004-20231120-2,2023-11-20,2,454.0,PRD-2023-SKU-08836,industrial_machinery,WO-2023-80382,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,121.241,14.549,112.67,343.28,124.44,145.25,0.12,WC-001,122.06,91.52,WC-002,89.27,241,209,208,1,0,1,29.59,31.97,0.9256,99.8163,209,0.1,0,-13.28,27.49,454.0,423.8,0.9335,0.9255,0.9952,0.8598,27.11,31.53,30.2,16.8,1,reduced_speed,world_class,performance_loss,0.0,0,30.2,0.0,2,227.0,15.1,21.6,no,0.0,21.6,0.0,0.0,8.6,0.0,no,preventive,6.6,6.4,2,1,86.2,expert,14.4,0.0,no,no,85.8,SUP-168,1837.0,4.4,0.97,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8163,97.5978,661.4,3.18,131.5,69.1,,7.9,277.8,193.35,274.39,25.99,0.0,6.5,100,3020.0,610.5,59.6,28.3637
MFG-LINE-PLT-003-05,PLT-003,WC-004,SHF-PLT-003-20230424-2,2023-04-24,2,426.7,PRD-2023-SKU-03734,electronics_pcb,WO-2023-44647,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,51.57,6.188,47.55,85.64,51.88,61.78,0.12,WC-002,52.79,93.06,WC-004,0.0,653,331,330,1,0,1,69.75,92.07,0.7576,99.8666,331,2.0,5,-49.31,5.8,426.7,314.0,0.7359,0.6869,0.997,0.504,14.93,29.63,112.7,150.9,1,reduced_speed,average,performance_loss,29.3,1,112.7,0.0,4,106.7,28.2,66.6,yes,66.6,0.0,38.7,7.5,0.0,0.0,no,preventive,2.5,7.6,9,8,67.8,semi_skilled,8.1,0.0,no,no,13.5,SUP-069,1334.0,4.5,1.0,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,no,no,99.8666,98.3807,210.5,0.638,39.5,12.9,,8.4,88.4,3048.17,4557.64,4.74,0.0,1.19,150,16905.0,3382.19,54.5,27.8023
MFG-LINE-PLT-007-02,PLT-007,WC-004,SHF-PLT-007-20210301-2,2021-03-01,2,449.3,PRD-2021-SKU-06413,industrial_machinery,WO-2021-21179,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,314.537,37.744,268.66,585.5,329.28,376.81,0.12,WC-002,292.87,84.65,WC-001,299.0,116,70,69,1,0,1,11.4,15.54,0.7336,99.7039,70,3.2,11,-39.66,2.3,449.3,368.3,0.8197,0.7337,0.9857,0.5928,18.49,31.2,81.0,25.4,1,idling_minor_stops,average,performance_loss,0.0,0,81.0,0.0,7,64.2,11.6,18.5,no,18.5,10.2,22.7,21.3,8.3,0.0,no,preventive,32.8,4.7,5,4,62.7,semi_skilled,2.9,0.0,no,no,76.6,SUP-118,2961.0,4.25,0.92,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7039,98.8034,164.2,2.38,39.0,9.9,,8.4,69.0,1754.6,2500.59,52.65,0.0,13.16,100,8100.0,1633.16,35.9,115.0825
MFG-LINE-PLT-001-01,PLT-001,WC-035,SHF-PLT-001-20240413-2,2024-04-13,2,421.1,PRD-2024-SKU-01867,pharmaceutical,WO-2024-93887,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.833,0.715,21.01,59.87,23.63,25.01,0.03,WC-010,24.44,93.22,WC-009,0.0,1238,982,981,1,0,1,150.96,176.47,0.8554,99.99,982,0.8,1,-20.68,27.96,401.0,393.1,0.9803,0.8494,0.999,0.8318,23.16,27.85,7.9,174.1,1,idling_minor_stops,good,performance_loss,22.9,2,7.9,20.1,1,421.1,7.9,7.9,no,0.0,0.0,0.0,7.9,0.0,0.0,yes,corrective,26.8,6.7,6,5,61.1,skilled,7.4,0.0,no,yes,28.6,SUP-176,43.0,5.43,1.31,1.38,contamination,labelling,automated_vision,no,no,no,no,99.99,97.39,1944.3,1.982,536.5,104.4,,7.4,816.6,1084.28,1692.65,22.23,0.0,5.56,300,2370.0,479.56,28.1,25.0834
MFG-LINE-PLT-010-01,PLT-010,WC-016,SHF-PLT-010-20230326-3,2023-03-26,3,478.3,PRD-2023-SKU-05153,industrial_machinery,WO-2023-19096,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,351.175,28.094,315.55,664.47,354.48,397.53,0.08,WC-002,354.68,91.82,WC-001,338.31,102,55,54,1,0,1,10.16,12.87,0.7894,99.9057,55,0.6,1,-46.08,0.45,478.3,344.9,0.7211,0.7434,0.9818,0.5263,17.48,33.22,133.4,19.0,1,setup_adjustment,average,availability_loss,20.2,1,133.4,0.0,4,119.6,33.3,91.8,yes,109.2,24.2,0.0,0.0,0.0,0.0,no,preventive,19.7,6.1,16,15,82.7,skilled,4.3,2.0,no,no,76.3,SUP-065,943.0,4.61,1.04,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9057,98.2534,161.8,2.997,33.7,11.3,,8.0,68.0,7444.47,8111.37,19.35,0.0,4.84,100,13340.0,2672.84,38.8,307.7794
MFG-LINE-PLT-009-01,PLT-009,WC-023,SHF-PLT-009-20200503-3,2020-05-03,3,455.0,PRD-2020-SKU-05916,automotive_body,WO-2020-55540,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,75.658,9.079,65.94,152.31,75.7,90.64,0.12,WC-001,84.1,99.9,WC-008,18.34,434,304,303,1,0,1,47.43,57.32,0.8275,99.9442,304,0.6,1,-29.95,2.35,455.0,384.5,0.8451,0.8275,0.9967,0.697,22.02,31.6,70.5,63.4,1,reduced_speed,average,performance_loss,0.0,0,70.5,0.0,4,113.8,17.6,26.5,no,46.1,16.6,0.0,0.0,7.7,0.0,no,preventive,28.2,7.1,21,17,74.0,skilled,17.0,0.0,no,no,87.5,SUP-017,558.0,4.76,1.09,1.12,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9442,98.7883,701.7,2.316,157.6,64.2,14.0,8.1,294.7,4170.82,4669.79,39.26,0.0,9.81,200,14100.0,2829.81,63.2,68.5665
MFG-LINE-PLT-010-04,PLT-010,WC-010,SHF-PLT-010-20211127-2,2021-11-27,2,449.3,PRD-2021-SKU-09385,industrial_machinery,WO-2021-32252,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,310.218,37.226,271.41,802.43,306.17,371.64,0.12,WC-006,324.41,95.07,WC-001,296.6,101,73,72,1,0,1,11.55,13.62,0.848,99.8018,73,0.1,0,-27.72,0.51,449.3,403.8,0.8987,0.7964,0.9863,0.7059,22.02,31.2,45.5,18.7,1,reduced_speed,good,performance_loss,24.4,1,45.5,0.0,3,149.8,15.2,33.5,yes,33.5,0.0,0.0,12.0,0.0,0.0,no,corrective,14.7,8.3,22,19,73.4,skilled,9.3,0.0,no,no,26.6,SUP-011,1982.0,4.38,0.96,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8018,97.0167,253.7,3.523,55.3,33.3,,7.7,106.6,8872.88,8436.87,56.77,0.0,14.19,100,4550.0,924.19,61.0,297.9717
MFG-LINE-PLT-004-02,PLT-004,WC-008,SHF-PLT-004-20200213-2,2020-02-13,2,450.0,PRD-2020-SKU-08383,industrial_machinery,WO-2020-86823,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,267.908,50.635,252.56,370.32,274.54,351.46,0.189,WC-002,287.65,97.61,WC-001,251.91,119,95,94,1,0,1,13.31,16.0,0.8319,99.6818,95,0.6,2,-20.17,1.79,450.0,450.0,1.0,0.7917,0.9895,0.7834,24.48,31.25,0.0,25.0,1,reduced_speed,good,performance_loss,21.8,1,0.0,0.0,0,450.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,6.6,8,7,71.8,skilled,4.3,0.0,no,no,19.3,SUP-018,3182.0,4.23,0.91,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.6818,99.463,417.4,4.44,104.9,46.2,,7.0,175.3,2876.59,4583.15,26.12,0.0,6.53,100,0.0,6.53,67.9,105.7568
MFG-LINE-PLT-001-01,PLT-001,WC-015,SHF-PLT-001-20220219-2,2022-02-19,2,458.3,PRD-2022-SKU-03659,pharmaceutical,WO-2022-85534,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.826,0.685,21.35,55.1,22.77,23.96,0.03,WC-001,23.18,92.33,WC-009,0.0,1347,1026,1025,1,0,1,157.63,176.47,0.8932,99.99,1026,0.0,0,-23.83,9.59,434.8,389.4,0.8956,0.8959,0.999,0.8015,24.2,30.19,45.4,119.2,1,equipment_failure,good,availability_loss,22.4,2,45.4,23.5,2,229.1,22.7,22.8,no,22.8,0.0,22.5,0.0,0.0,0.0,yes,corrective,26.8,7.2,17,14,69.0,multi_skilled,14.0,0.0,no,no,12.8,SUP-008,45.0,5.42,1.31,1.41,contamination,labelling,automated_vision,no,no,no,no,99.99,99.1778,1560.0,1.522,293.3,215.5,,8.0,655.2,6626.24,8551.3,27.27,0.0,6.82,300,13620.0,2730.82,73.6,42.104
MFG-LINE-PLT-003-01,PLT-003,WC-007,SHF-PLT-003-20240815-2,2024-08-15,2,441.6,PRD-2024-SKU-08657,electronics_pcb,WO-2024-56568,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,27.444,1.372,23.85,66.93,28.0,29.71,0.05,WC-010,28.73,95.16,WC-011,0.0,1291,302,301,1,0,1,131.02,175.61,0.7461,99.9016,302,1.2,3,-76.61,2.27,441.6,221.8,0.5022,0.4653,0.9967,0.2329,7.14,30.66,219.8,347.1,1,reduced_speed,poor,performance_loss,83.5,2,219.8,0.0,8,55.2,27.5,59.0,yes,127.1,32.9,59.9,0.0,0.0,0.0,no,corrective,24.0,6.2,21,18,65.8,semi_skilled,10.0,0.0,no,no,20.4,SUP-118,984.0,4.6,1.03,1.05,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9016,99.0502,330.5,1.098,62.3,28.3,,7.3,138.8,4601.06,5620.31,15.9,0.0,3.98,150,32970.0,6597.98,69.8,49.9109
MFG-LINE-PLT-009-02,PLT-009,WC-016,SHF-PLT-009-20201204-3,2020-12-04,3,452.3,PRD-2020-SKU-09293,automotive_body,WO-2020-77292,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,58.76,2.938,50.29,107.87,58.89,63.61,0.05,WC-003,59.92,92.7,WC-002,0.0,822,369,368,1,0,1,61.18,109.09,0.5608,99.9586,369,0.3,1,-55.11,3.76,452.3,394.5,0.8722,0.5144,0.9973,0.4475,14.06,31.41,57.8,348.3,1,reduced_speed,poor,performance_loss,32.7,1,57.8,0.0,5,90.5,11.6,20.1,no,0.0,12.7,27.6,12.4,5.0,0.0,no,preventive,14.2,6.3,15,13,76.0,trainee,7.2,0.0,no,no,34.1,SUP-084,414.0,4.84,1.11,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9586,97.0333,974.8,2.649,188.9,49.1,19.5,7.9,409.4,2346.56,5823.98,43.91,0.0,10.98,200,11560.0,2322.98,38.2,66.2319
MFG-LINE-PLT-002-01,PLT-002,WC-014,SHF-PLT-002-20231004-1,2023-10-04,1,423.6,PRD-2023-SKU-06739,electronics_pcb,WO-2023-46937,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.56,2.178,40.42,93.91,43.31,47.15,0.05,WC-002,44.8,93.5,WC-001,0.0,666,340,339,1,0,1,82.4,94.49,0.872,99.9601,340,1.6,4,-48.95,9.6,423.6,291.4,0.6879,0.741,0.9971,0.5082,14.95,29.41,132.2,118.8,1,equipment_failure,average,availability_loss,43.8,1,132.2,0.0,9,47.1,14.7,29.7,no,41.1,48.1,20.7,19.3,3.1,0.0,no,preventive,26.7,4.2,6,5,93.5,skilled,13.8,0.0,no,no,77.4,SUP-158,399.0,4.85,1.12,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9601,98.3806,338.3,0.998,85.0,49.7,,7.5,142.1,1760.88,3762.54,10.19,0.0,2.55,150,19830.0,3968.55,66.6,26.5133
MFG-LINE-PLT-006-01,PLT-006,WC-021,SHF-PLT-006-20201012-1,2020-10-12,1,423.1,PRD-2020-SKU-04391,food_beverage,WO-2020-90352,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,32.152,3.858,27.71,70.99,32.86,38.52,0.12,WC-011,36.46,99.9,WC-007,0.0,1028,633,630,3,1,2,111.93,146.34,0.7649,99.6707,634,3.5,8,-38.42,5.26,423.1,395.2,0.9341,0.6567,0.9953,0.6105,17.94,29.38,27.9,330.9,3,idling_minor_stops,average,performance_loss,55.9,3,27.9,0.0,1,423.1,27.9,27.9,no,27.9,0.0,0.0,0.0,0.0,0.0,no,corrective,33.4,5.0,19,17,77.3,semi_skilled,6.7,0.0,no,no,81.8,SUP-052,3293.0,4.22,0.91,0.94,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.6707,97.3091,247.0,0.392,60.8,26.2,,8.0,103.7,4479.15,6333.1,9.58,9.58,4.79,80,2232.0,460.77,29.4,26.7879
MFG-LINE-PLT-010-02,PLT-010,WC-047,SHF-PLT-010-20220823-1,2022-08-23,1,427.0,PRD-2022-SKU-09003,industrial_machinery,WO-2022-57794,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,377.852,80.671,353.39,797.64,393.17,510.96,0.213,WC-004,404.85,97.4,WC-005,365.47,87,65,64,1,0,1,9.45,12.38,0.7633,99.3949,65,1.6,4,-25.29,1.8,427.0,412.6,0.9663,0.7637,0.9846,0.7266,21.55,29.66,14.4,20.1,1,reduced_speed,good,performance_loss,0.0,0,14.4,0.0,1,427.0,14.4,14.4,no,0.0,0.0,14.4,0.0,0.0,0.0,no,preventive,32.7,5.8,6,5,92.6,semi_skilled,5.4,0.0,no,no,56.8,SUP-159,6051.0,4.01,0.84,0.85,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.3949,97.09,192.8,3.012,40.1,17.0,,8.0,81.0,1981.48,4938.26,35.36,0.0,8.84,100,1440.0,296.84,73.5,144.0334
MFG-LINE-PLT-004-06,PLT-004,WC-014,SHF-PLT-004-20240804-2,2024-08-04,2,424.4,PRD-2024-SKU-03035,industrial_machinery,WO-2024-37108,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,152.996,18.359,139.3,356.76,151.36,183.29,0.12,WC-003,172.67,99.9,WC-001,121.03,225,133,132,1,0,1,23.47,31.97,0.7341,99.7678,133,0.2,0,-40.89,1.44,424.4,353.7,0.8334,0.7056,0.9925,0.5836,17.2,29.48,70.7,55.5,1,reduced_speed,average,performance_loss,13.7,1,70.7,0.0,4,106.1,17.7,23.5,no,46.6,17.6,0.0,6.5,0.0,0.0,no,preventive,6.6,5.2,15,13,69.3,semi_skilled,8.3,0.0,no,no,18.7,SUP-170,2322.0,4.33,0.94,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7678,96.803,464.6,3.52,120.3,55.7,,7.7,195.1,5568.5,8749.57,43.95,0.0,10.99,100,7070.0,1424.99,71.8,152.7532
MFG-LINE-PLT-007-01,PLT-007,WC-023,SHF-PLT-007-20240330-1,2024-03-30,1,438.7,PRD-2024-SKU-08621,industrial_machinery,WO-2024-17448,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,192.24,5.767,176.09,405.0,190.76,201.76,0.03,WC-006,195.62,92.51,WC-009,171.08,154,99,98,1,0,1,18.58,21.16,0.8781,99.9611,99,0.6,2,-35.71,1.22,438.7,396.7,0.9043,0.7076,0.9899,0.6334,19.29,30.46,42.0,40.9,1,idling_minor_stops,average,performance_loss,77.0,4,42.0,0.0,4,109.7,10.5,15.5,no,0.0,26.4,7.4,8.3,0.0,0.0,no,preventive,27.1,5.3,12,11,69.6,skilled,6.5,0.0,no,no,38.8,SUP-042,389.0,4.86,1.12,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9611,98.2704,254.6,2.598,61.4,20.1,,8.3,106.9,2779.8,4203.41,31.38,0.0,7.84,100,4200.0,847.84,58.8,102.9574
MFG-LINE-PLT-008-02,PLT-008,WC-035,SHF-PLT-008-20231211-2,2023-12-11,2,429.8,PRD-2023-SKU-08753,medical_devices,WO-2023-76848,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,46.981,3.758,43.52,127.87,46.28,53.18,0.08,WC-005,47.92,92.72,WC-002,0.0,666,514,513,1,0,1,76.52,93.02,0.8226,99.99,514,1.1,2,-22.82,4.21,429.8,403.0,0.9376,0.8226,0.9981,0.7698,22.98,29.85,26.8,110.8,1,reduced_speed,good,performance_loss,0.0,0,26.8,0.0,1,429.8,26.8,26.8,no,26.8,0.0,0.0,0.0,0.0,0.0,no,preventive,8.4,5.7,19,17,89.9,skilled,6.0,0.0,no,no,79.5,SUP-128,86.0,5.26,1.25,1.25,contamination,functional_failure,automated_vision,no,no,no,no,99.99,98.2001,377.1,0.735,100.5,32.4,,8.8,158.4,7043.04,10406.87,22.17,0.0,5.54,250,6700.0,1345.54,31.8,56.2286
MFG-LINE-PLT-004-03,PLT-004,WC-014,SHF-PLT-004-20211226-1,2021-12-26,1,478.8,PRD-2021-SKU-04283,industrial_machinery,WO-2021-84269,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,148.229,7.411,130.87,323.09,146.4,160.46,0.05,WC-005,154.03,94.47,WC-003,121.14,215,108,107,1,0,1,24.12,27.09,0.8904,99.9017,108,1.8,4,-49.77,13.41,478.8,290.9,0.6076,0.8224,0.9907,0.495,16.46,33.25,187.9,23.3,1,equipment_failure,poor,availability_loss,22.2,1,187.9,0.0,7,68.4,26.8,47.6,yes,87.9,0.0,47.2,5.2,0.0,47.6,no,preventive,22.2,6.1,2,1,62.9,skilled,10.1,0.0,no,no,72.0,SUP-088,983.0,4.6,1.03,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9017,97.5234,226.7,2.119,47.8,33.2,,8.6,95.2,221.19,498.92,38.8,0.0,9.7,100,18790.0,3767.7,71.9,45.8926
MFG-LINE-PLT-009-01,PLT-009,WC-009,SHF-PLT-009-20240517-1,2024-05-17,1,478.7,PRD-2024-SKU-06318,automotive_body,WO-2024-36148,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,65.595,7.871,58.96,188.05,64.84,78.58,0.12,WC-001,73.11,99.9,WC-004,8.27,456,234,233,1,0,1,54.7,57.32,0.9543,99.911,234,1.1,2,-48.68,1.46,478.7,256.7,0.5362,0.9542,0.9957,0.5095,16.94,33.24,222.0,11.2,1,equipment_failure,average,availability_loss,0.0,0,222.0,0.0,9,53.2,24.7,43.7,yes,158.4,32.1,25.1,6.4,0.0,0.0,no,corrective,28.2,5.5,22,20,63.3,expert,7.5,0.0,no,no,41.8,SUP-003,890.0,4.62,1.04,1.05,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.911,97.4585,623.3,2.675,151.6,89.5,12.5,7.9,261.8,6061.92,9267.76,22.34,0.0,5.58,200,44400.0,8885.58,72.6,88.2285
MFG-LINE-PLT-004-06,PLT-004,WC-033,SHF-PLT-004-20240704-1,2024-07-04,1,421.6,PRD-2024-SKU-09369,industrial_machinery,WO-2024-45985,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,177.602,21.312,158.03,342.4,187.67,212.77,0.12,WC-002,190.96,97.75,WC-003,145.63,223,109,108,1,0,1,20.1,31.97,0.6287,99.5266,109,0.0,0,-51.12,0.81,380.0,311.9,0.8208,0.6559,0.9908,0.5334,14.08,26.39,68.1,57.2,1,reduced_speed,average,performance_loss,28.1,2,68.1,41.6,3,140.5,22.7,32.8,yes,32.8,18.1,0.0,0.0,0.0,17.3,yes,corrective,6.6,7.4,20,19,74.0,trainee,1.7,0.0,no,yes,82.5,SUP-065,4734.0,4.09,0.86,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5266,98.1092,176.8,1.637,39.5,16.3,,8.9,74.3,4197.47,6764.78,54.12,0.0,13.53,100,6810.0,1375.53,28.2,156.1234
MFG-LINE-PLT-010-03,PLT-010,WC-035,SHF-PLT-010-20220208-1,2022-02-08,1,429.0,PRD-2022-SKU-04877,industrial_machinery,WO-2022-63964,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,56.687,6.802,48.45,141.26,61.86,67.91,0.12,WC-010,60.02,96.25,WC-009,0.0,735,370,368,2,0,2,63.45,103.45,0.6133,99.476,370,0.9,2,-49.66,10.29,429.0,390.8,0.911,0.5491,0.9946,0.4975,14.82,29.79,38.2,303.8,2,idling_minor_stops,poor,performance_loss,40.9,1,38.2,0.0,1,429.0,38.2,38.2,yes,38.2,0.0,0.0,0.0,0.0,0.0,no,corrective,29.1,6.0,6,5,73.9,trainee,14.4,0.0,no,no,79.5,SUP-056,5240.0,4.06,0.85,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.476,97.0142,865.9,2.353,193.0,63.9,,8.4,363.7,1543.92,1571.82,82.39,0.0,41.2,100,3820.0,805.2,61.5,91.3045
MFG-LINE-PLT-009-02,PLT-009,WC-012,SHF-PLT-009-20201106-3,2020-11-06,3,462.2,PRD-2020-SKU-08417,automotive_body,WO-2020-20496,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.157,2.058,35.68,113.68,41.58,44.55,0.05,WC-001,41.93,92.61,WC-002,0.0,840,630,629,1,0,1,87.37,109.09,0.8009,99.9832,630,3.0,11,-25.0,4.8,462.2,432.7,0.9362,0.8009,0.9984,0.7486,24.03,32.09,29.5,156.6,1,idling_minor_stops,good,performance_loss,0.0,0,29.5,0.0,2,231.1,14.7,18.4,no,0.0,11.1,0.0,18.4,0.0,0.0,no,preventive,14.2,6.9,19,17,69.6,skilled,9.5,0.0,no,no,86.2,SUP-196,168.0,5.09,1.2,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9832,98.8591,1622.2,2.579,293.6,120.5,32.4,7.9,681.3,7555.08,16499.33,74.57,0.0,18.64,200,5900.0,1198.64,43.6,112.9309
MFG-LINE-PLT-010-04,PLT-010,WC-018,SHF-PLT-010-20231125-3,2023-11-25,3,424.6,PRD-2023-SKU-05398,industrial_machinery,WO-2023-47136,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,296.042,35.525,257.44,548.85,295.16,354.66,0.12,WC-002,306.69,94.18,WC-003,282.42,96,81,80,1,0,1,12.07,13.62,0.8862,99.8384,81,2.1,5,-15.62,0.94,398.6,395.7,0.9927,0.9017,0.9877,0.8841,24.47,27.68,2.9,8.8,1,idling_minor_stops,world_class,performance_loss,19.0,1,2.9,26.0,1,424.6,2.9,2.9,no,0.0,0.0,0.0,0.0,2.9,0.0,yes,preventive,14.7,7.4,13,12,88.7,expert,0.3,0.0,no,no,42.0,SUP-037,1616.0,4.44,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8384,96.8591,235.2,2.94,52.8,25.3,,8.0,98.8,2981.07,3039.87,22.09,0.0,5.52,100,290.0,63.52,71.0,97.6279
MFG-LINE-PLT-003-01,PLT-003,WC-030,SHF-PLT-003-20230923-2,2023-09-23,2,457.8,PRD-2023-SKU-09115,electronics_pcb,WO-2023-36667,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,27.642,1.382,24.42,47.75,27.55,29.92,0.05,WC-008,29.01,95.4,WC-009,0.0,1339,584,583,1,0,1,130.04,175.61,0.7405,99.9491,584,6.1,23,-56.39,3.64,457.8,269.5,0.5887,0.7405,0.9983,0.4351,13.83,31.79,188.3,204.7,1,setup_adjustment,poor,availability_loss,0.0,0,188.3,0.0,10,45.8,18.8,40.3,yes,95.9,6.1,31.8,33.4,0.0,21.0,no,emergency,24.0,6.3,22,21,78.8,semi_skilled,1.5,0.0,no,no,35.0,SUP-078,509.0,4.79,1.1,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9491,99.593,193.6,0.332,42.8,12.9,,9.2,81.3,6872.94,13735.55,34.81,0.0,8.7,150,28245.0,5657.7,73.8,70.2187
MFG-LINE-PLT-004-06,PLT-004,WC-005,SHF-PLT-004-20210622-1,2021-06-22,1,461.0,PRD-2021-SKU-05016,industrial_machinery,WO-2021-81608,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,142.536,17.104,129.29,335.57,143.27,170.76,0.12,WC-001,142.3,90.76,WC-002,110.57,245,166,165,1,0,1,25.22,31.97,0.7889,99.8316,166,0.3,0,-32.24,1.65,461.0,394.9,0.8566,0.7888,0.994,0.6716,21.5,32.02,66.1,44.4,1,reduced_speed,average,performance_loss,0.0,0,66.1,0.0,4,115.3,16.5,25.0,no,25.0,6.7,11.0,0.0,0.0,23.4,no,predictive,6.6,7.1,15,13,65.3,semi_skilled,12.3,0.0,no,no,32.5,SUP-103,1684.0,4.43,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8316,98.4655,610.8,3.702,134.3,85.9,,7.5,256.5,2888.65,2777.82,35.27,0.0,8.82,100,6610.0,1330.82,57.7,69.826
MFG-LINE-PLT-003-02,PLT-003,WC-032,SHF-PLT-003-20240713-1,2024-07-13,1,445.2,PRD-2024-SKU-09752,electronics_pcb,WO-2024-24599,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.418,5.69,44.6,67.82,50.12,56.81,0.12,WC-001,45.81,87.82,WC-001,0.0,730,313,312,1,0,1,75.85,98.63,0.769,99.8813,313,0.3,0,-57.12,4.67,445.2,247.6,0.5561,0.7691,0.9968,0.4263,13.18,30.92,197.6,94.0,1,equipment_failure,poor,availability_loss,0.0,0,197.6,0.0,6,74.2,32.9,136.3,yes,163.3,0.0,13.9,7.4,4.7,8.3,no,preventive,24.8,5.5,11,9,71.8,semi_skilled,14.4,0.0,no,yes,84.9,SUP-164,1187.0,4.54,1.01,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8813,97.4802,152.6,0.489,40.1,16.4,,8.8,64.1,2457.15,5687.63,21.55,0.0,5.39,150,29640.0,5933.39,35.5,47.7241
MFG-LINE-PLT-003-02,PLT-003,WC-013,SHF-PLT-003-20200913-2,2020-09-13,2,468.5,PRD-2020-SKU-08594,electronics_pcb,WO-2020-44543,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.214,5.066,36.72,60.8,41.42,50.57,0.12,WC-001,44.14,95.05,WC-001,0.0,769,505,504,1,0,1,85.13,98.63,0.8631,99.9022,505,2.1,5,-34.33,9.22,468.5,383.7,0.819,0.8005,0.998,0.6544,21.29,32.54,84.8,125.8,1,reduced_speed,average,performance_loss,27.8,1,84.8,0.0,3,156.2,28.3,36.5,yes,15.9,68.9,0.0,0.0,0.0,0.0,no,preventive,24.8,7.6,8,7,71.7,skilled,9.7,0.0,no,no,59.2,SUP-101,978.0,4.6,1.03,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9022,97.181,684.4,1.358,139.6,70.6,,6.6,287.4,3012.56,5481.51,20.65,0.0,5.16,150,12720.0,2549.16,73.6,37.5443
MFG-LINE-PLT-006-01,PLT-006,WC-045,SHF-PLT-006-20200903-2,2020-09-03,2,420.8,PRD-2020-SKU-05476,food_beverage,WO-2020-29661,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,33.687,4.042,31.89,68.87,33.84,40.36,0.12,WC-012,36.43,98.31,WC-003,0.0,1022,644,641,3,1,2,106.81,146.34,0.7299,99.6243,645,2.7,6,-36.99,4.81,420.8,361.8,0.8598,0.7299,0.9953,0.6246,18.25,29.22,59.0,238.3,3,idling_minor_stops,average,performance_loss,0.0,0,59.0,0.0,4,105.2,14.7,25.8,no,59.0,0.0,0.0,0.0,0.0,0.0,no,preventive,33.4,5.8,21,19,66.8,semi_skilled,6.7,0.0,no,no,17.4,SUP-190,3757.0,4.17,0.89,1.0,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.6243,98.6426,255.1,0.398,54.2,14.3,,8.0,107.1,6991.4,16958.39,5.36,5.36,2.68,80,4720.0,952.04,56.2,42.7483
MFG-LINE-PLT-001-02,PLT-001,WC-021,SHF-PLT-001-20200821-1,2020-08-21,1,449.8,PRD-2020-SKU-05441,pharmaceutical,WO-2020-79130,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,54.763,9.584,48.85,114.25,58.04,70.58,0.175,WC-005,58.51,97.13,WC-001,0.0,531,419,418,1,0,1,65.62,70.87,0.9259,99.9773,419,0.9,1,-21.09,5.07,449.8,409.4,0.9102,0.8666,0.9976,0.7869,24.58,31.23,40.4,64.5,1,idling_minor_stops,good,performance_loss,26.2,1,40.4,0.0,4,112.4,10.1,15.4,no,15.4,0.0,20.8,0.0,4.3,0.0,no,predictive,22.7,5.3,13,11,85.5,expert,14.8,0.0,no,no,63.0,SUP-153,227.0,5.01,1.17,1.22,contamination,labelling,100pct_manual,yes,no,no,no,99.9773,98.8186,933.4,2.233,182.1,67.6,,7.0,392.0,5194.97,6244.44,12.1,0.0,3.02,300,12120.0,2427.02,41.6,39.496
MFG-LINE-PLT-004-07,PLT-004,WC-002,SHF-PLT-004-20220331-1,2022-03-31,1,471.2,PRD-2022-SKU-02167,industrial_machinery,WO-2022-37551,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,206.006,10.3,181.64,458.91,207.23,223.0,0.05,WC-003,213.68,94.29,WC-002,187.96,141,102,101,1,0,1,17.44,18.05,0.9662,99.9244,102,0.4,0,-27.66,0.8,439.3,362.8,0.9769,0.9878,0.9982,0.9632,23.31,30.51,76.5,7.2,1,setup_adjustment,world_class,availability_loss,43.8,1,76.5,31.9,5,94.2,15.3,20.8,no,40.0,12.2,24.4,0.0,0.0,0.0,yes,predictive,22.9,9.5,18,16,63.7,expert,10.7,0.0,no,yes,19.1,SUP-135,756.2,6.0,1.8,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9244,99.0888,167.6,1.659,39.1,9.6,,8.9,70.4,3017.03,6253.13,47.79,0.0,11.95,100,7650.0,1541.95,46.0,140.0469
MFG-LINE-PLT-003-01,PLT-003,WC-032,SHF-PLT-003-20210119-2,2021-01-19,2,454.1,PRD-2021-SKU-04735,electronics_pcb,WO-2021-75936,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.326,1.216,22.4,71.41,24.0,26.33,0.05,WC-012,25.23,94.3,WC-003,0.0,1328,1014,1013,1,0,1,147.95,175.61,0.8425,99.9748,1014,0.6,1,-23.64,66.92,454.1,411.2,0.9055,0.8425,0.999,0.7622,24.04,31.54,42.9,189.6,1,reduced_speed,good,performance_loss,0.0,0,42.9,0.0,3,151.4,14.3,18.7,no,24.3,0.0,0.0,0.0,0.0,18.7,no,predictive,24.0,4.9,3,2,73.6,skilled,10.0,0.0,no,no,79.9,SUP-175,252.0,4.98,1.16,1.29,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9748,98.8981,723.3,0.714,175.1,94.8,,8.2,303.8,573.21,1027.74,12.49,0.0,3.12,150,6435.0,1290.12,59.6,14.0827
MFG-LINE-PLT-005-04,PLT-005,WC-013,SHF-PLT-005-20210928-2,2021-09-28,2,460.3,PRD-2021-SKU-02714,automotive_body,WO-2021-12719,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,62.443,7.493,57.2,142.5,62.64,74.81,0.12,WC-001,69.9,99.9,WC-003,0.0,592,240,239,1,0,1,57.53,77.25,0.7447,99.9324,240,4.1,14,-59.46,1.35,460.3,333.1,0.7237,0.5595,0.9958,0.4032,12.89,31.97,127.2,188.9,1,reduced_speed,poor,performance_loss,82.8,2,127.2,0.0,6,76.7,21.2,57.2,yes,82.8,0.0,30.6,13.9,0.0,0.0,no,corrective,15.6,6.0,24,23,67.2,semi_skilled,3.6,0.0,no,no,75.3,SUP-100,676.0,4.7,1.07,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,no,99.9324,97.8675,450.0,1.883,108.0,27.7,9.0,8.5,189.0,7340.82,13037.97,82.21,0.0,20.55,200,25440.0,5108.55,39.1,167.8209
MFG-LINE-PLT-010-04,PLT-010,WC-027,SHF-PLT-010-20220121-2,2022-01-21,2,426.4,PRD-2022-SKU-04730,industrial_machinery,WO-2022-41668,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,358.03,42.964,332.86,727.95,345.15,428.92,0.12,WC-001,404.53,99.9,WC-006,344.41,96,70,69,1,0,1,9.94,13.62,0.7298,99.5624,70,2.2,5,-27.08,0.97,426.4,422.5,0.9909,0.7298,0.9857,0.7128,21.11,29.61,3.9,25.9,1,idling_minor_stops,good,performance_loss,0.0,0,3.9,0.0,1,426.4,3.9,3.9,no,0.0,0.0,0.0,3.9,0.0,0.0,no,corrective,14.7,6.6,12,10,78.2,semi_skilled,10.1,0.0,no,no,30.9,SUP-171,4376.0,4.12,0.87,0.89,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5624,99.5129,320.3,4.642,83.6,25.3,,6.9,134.5,4297.32,8991.69,20.19,0.0,5.05,100,390.0,83.05,72.2,213.077
MFG-LINE-PLT-004-04,PLT-004,WC-013,SHF-PLT-004-20230218-1,2023-02-18,1,440.9,PRD-2023-SKU-03043,industrial_machinery,WO-2023-02039,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,373.531,79.749,347.05,623.57,404.37,505.12,0.213,WC-002,363.07,88.36,WC-001,361.1,90,64,63,1,0,1,9.51,12.43,0.7651,99.3438,64,1.1,3,-28.89,4.29,440.9,412.2,0.9349,0.7496,0.9844,0.6899,21.12,30.62,28.7,21.4,1,idling_minor_stops,average,performance_loss,8.5,1,28.7,0.0,3,147.0,9.6,10.8,no,0.0,10.8,7.0,0.0,10.8,0.0,no,preventive,24.6,4.8,3,2,61.2,semi_skilled,4.6,0.0,no,no,51.3,SUP-078,6562.0,3.98,0.83,0.87,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.3438,98.7187,118.3,1.878,24.2,9.1,,8.7,49.7,448.25,904.52,54.33,0.0,13.58,100,2870.0,587.58,39.6,76.6649
MFG-LINE-PLT-003-02,PLT-003,WC-031,SHF-PLT-003-20221029-2,2022-10-29,2,456.1,PRD-2022-SKU-08122,electronics_pcb,WO-2022-41197,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.773,5.253,40.36,130.74,44.02,52.44,0.12,WC-001,46.94,97.48,WC-001,0.0,748,514,513,1,0,1,82.18,98.63,0.8332,99.8987,514,0.5,1,-31.28,11.25,456.1,396.9,0.8702,0.7879,0.9981,0.6843,21.67,31.67,59.2,138.4,1,idling_minor_stops,average,performance_loss,21.6,1,59.2,0.0,4,114.0,14.8,28.8,no,40.9,13.8,0.0,4.5,0.0,0.0,no,predictive,24.8,5.2,7,6,79.6,skilled,1.1,1.4,no,no,83.6,SUP-036,1013.0,4.59,1.03,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8987,99.8171,673.6,1.313,160.1,35.3,,6.7,282.9,1976.06,3235.03,12.24,0.0,3.06,150,8880.0,1779.06,35.8,22.4219
MFG-LINE-PLT-002-04,PLT-002,WC-040,SHF-PLT-002-20210625-3,2021-06-25,3,446.9,PRD-2021-SKU-01320,electronics_pcb,WO-2021-76042,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.968,2.794,14.86,21.47,17.14,20.58,0.175,WC-002,17.12,97.49,WC-003,0.0,1900,1679,1677,2,0,2,225.43,255.32,0.8829,99.9373,1679,0.4,1,-11.63,28.15,446.9,446.9,1.0,0.8829,0.9988,0.8819,27.37,31.03,0.0,222.7,2,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,446.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.3,11,8,63.0,expert,23.2,0.0,no,yes,54.7,SUP-121,627.0,4.73,1.08,1.17,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.9373,98.3188,1906.7,1.137,480.0,218.8,,7.2,800.8,2104.38,4426.94,10.16,0.0,5.08,150,0.0,5.08,34.0,14.0668
MFG-LINE-PLT-005-05,PLT-005,WC-040,SHF-PLT-005-20220427-2,2022-04-27,2,441.0,PRD-2022-SKU-09022,automotive_body,WO-2022-33057,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,81.782,2.453,75.54,223.26,82.78,85.83,0.03,WC-001,84.2,93.59,WC-003,22.76,433,311,310,1,0,1,43.98,59.02,0.7452,99.9699,311,3.9,11,-28.18,21.09,441.0,424.3,0.9621,0.7452,0.9968,0.7147,21.89,30.62,16.7,106.3,1,reduced_speed,good,performance_loss,0.0,0,16.7,0.0,2,220.5,8.4,10.8,no,0.0,0.0,0.0,5.9,0.0,10.8,no,corrective,23.7,5.1,3,2,83.2,semi_skilled,2.4,0.0,no,no,21.3,SUP-021,301.0,4.93,1.14,1.17,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9699,97.3387,676.4,2.182,151.9,53.2,13.5,8.3,284.1,411.05,823.26,43.76,0.0,10.94,200,3340.0,678.94,40.7,47.8828
MFG-LINE-PLT-004-07,PLT-004,WC-044,SHF-PLT-004-20200102-3,2020-01-02,3,474.0,PRD-2020-SKU-01231,industrial_machinery,WO-2020-76588,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,248.411,12.421,222.21,670.32,255.98,268.91,0.05,WC-001,261.32,95.63,WC-002,230.36,142,84,83,1,0,1,14.36,18.05,0.7956,99.8452,84,0.3,1,-40.85,1.75,451.2,365.8,0.8107,0.7631,0.9881,0.6113,19.15,31.33,85.4,26.1,1,idling_minor_stops,average,performance_loss,37.6,1,85.4,22.8,5,94.8,17.1,42.1,yes,42.1,30.8,0.0,12.5,0.0,0.0,yes,corrective,22.9,5.5,7,6,88.1,skilled,13.7,0.0,no,no,40.1,SUP-184,1548.0,4.46,0.99,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8452,97.9187,329.3,3.968,78.0,47.6,,7.4,138.3,2538.09,3367.42,38.88,0.0,9.72,100,8540.0,1717.72,46.6,110.4992
MFG-LINE-PLT-003-01,PLT-003,WC-045,SHF-PLT-003-20221221-1,2022-12-21,1,452.8,PRD-2022-SKU-09772,electronics_pcb,WO-2022-38310,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,26.718,1.336,24.9,61.3,27.74,28.92,0.05,WC-009,27.59,93.86,WC-001,0.0,1324,568,567,1,0,1,134.51,175.61,0.766,99.9308,568,0.2,0,-57.1,75.13,452.8,284.2,0.6277,0.6828,0.9982,0.4278,13.45,31.45,168.6,263.9,1,setup_adjustment,poor,availability_loss,30.9,2,168.6,0.0,6,75.5,28.1,42.4,yes,159.7,0.0,0.0,8.9,0.0,0.0,no,preventive,24.0,5.4,1,1,64.7,semi_skilled,1.1,0.0,no,no,64.0,SUP-099,692.0,4.7,1.07,1.22,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9308,99.7737,475.7,0.839,104.1,43.3,,7.9,199.8,431.39,785.35,9.08,0.0,2.27,150,25290.0,5060.27,56.3,11.2419
MFG-LINE-PLT-005-01,PLT-005,WC-012,SHF-PLT-005-20231225-1,2023-12-25,1,466.3,PRD-2023-SKU-07094,automotive_body,WO-2023-14621,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,45.049,5.406,39.79,76.98,48.09,53.97,0.12,WC-001,51.14,99.9,WC-004,0.0,812,543,542,1,0,1,79.89,104.65,0.7634,99.9401,543,1.4,5,-33.13,4.1,466.3,407.8,0.8746,0.7634,0.9982,0.6664,21.58,32.38,58.5,168.3,1,reduced_speed,average,performance_loss,0.0,0,58.5,0.0,2,233.2,29.2,50.8,yes,50.8,0.0,7.7,0.0,0.0,0.0,no,predictive,20.8,5.2,20,17,89.1,semi_skilled,11.9,0.0,no,yes,78.6,SUP-188,599.0,4.74,1.08,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9401,97.1168,1023.8,1.889,220.6,125.0,20.5,8.5,430.0,4154.77,8071.88,22.1,0.0,5.53,200,11700.0,2345.53,55.6,44.6992
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20240919-2,2024-09-19,2,444.1,PRD-2024-SKU-08782,industrial_machinery,WO-2024-68018,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,201.84,6.055,188.06,495.85,203.21,211.83,0.03,WC-009,207.33,93.38,WC-002,180.68,156,116,115,1,0,1,17.81,21.16,0.8417,99.9556,116,0.7,2,-25.64,2.22,444.1,425.1,0.9572,0.7736,0.9914,0.7341,22.64,30.84,19.0,33.9,1,reduced_speed,good,performance_loss,34.3,1,19.0,0.0,1,444.1,19.0,19.0,no,0.0,19.0,0.0,0.0,0.0,0.0,no,preventive,27.1,6.1,9,7,67.0,skilled,14.6,0.0,yes,no,40.8,SUP-090,444.0,4.82,1.11,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9556,97.5881,288.3,2.507,68.3,39.0,,8.3,121.1,1644.48,1707.07,32.29,0.0,8.07,100,1900.0,388.07,74.8,61.7147
MFG-LINE-PLT-001-01,PLT-001,WC-040,SHF-PLT-001-20230901-2,2023-09-01,2,427.0,PRD-2023-SKU-08497,pharmaceutical,WO-2023-53059,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.325,0.73,22.72,48.54,24.53,25.53,0.03,WC-007,24.66,92.18,WC-003,0.0,1255,694,693,1,0,1,147.8,176.47,0.8375,99.99,694,2.1,8,-44.7,6.49,427.0,364.3,0.8532,0.6476,0.9986,0.5518,16.36,29.66,62.7,377.6,1,reduced_speed,average,performance_loss,82.6,2,62.7,0.0,3,142.3,20.9,31.3,yes,41.1,0.0,0.0,0.0,0.0,21.5,no,corrective,26.8,6.7,17,15,78.9,skilled,11.4,0.0,no,no,65.1,SUP-040,26.0,5.55,1.35,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.8118,1187.1,1.713,232.1,107.7,,7.7,498.6,1961.98,3738.62,14.81,0.0,3.7,300,18810.0,3765.7,52.0,23.0573
MFG-LINE-PLT-004-06,PLT-004,WC-047,SHF-PLT-004-20230319-1,2023-03-19,1,446.5,PRD-2023-SKU-08407,industrial_machinery,WO-2023-34784,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,143.903,17.268,133.27,390.39,143.43,172.4,0.12,WC-001,154.03,97.31,WC-002,111.93,236,149,148,1,0,1,24.94,31.97,0.7801,99.5064,149,0.3,1,-36.86,1.66,446.5,394.8,0.8842,0.7083,0.9933,0.6221,19.29,31.01,51.7,61.4,1,idling_minor_stops,average,performance_loss,36.4,2,51.7,0.0,2,223.2,25.8,29.1,no,51.7,0.0,0.0,0.0,0.0,0.0,no,preventive,6.6,6.9,13,12,62.0,semi_skilled,4.6,0.0,no,no,39.4,SUP-067,4936.0,4.08,0.86,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5064,98.7008,484.3,3.272,92.9,49.9,,7.8,203.4,4577.87,4290.64,32.16,0.0,8.04,100,5170.0,1042.04,34.6,92.2997
MFG-LINE-PLT-002-01,PLT-002,WC-011,SHF-PLT-002-20230206-3,2023-02-06,3,473.6,PRD-2023-SKU-05666,electronics_pcb,WO-2023-80655,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,44.481,2.224,41.51,78.26,44.93,48.15,0.05,WC-002,43.98,89.89,WC-001,0.0,745,532,531,1,0,1,80.91,94.49,0.8563,99.967,532,0.8,2,-28.59,4.48,473.6,450.1,0.9504,0.7505,0.9981,0.7119,23.41,32.89,23.5,176.9,1,reduced_speed,good,performance_loss,55.6,2,23.5,0.0,2,236.8,11.8,14.6,no,14.6,8.9,0.0,0.0,0.0,0.0,no,preventive,26.7,5.2,16,15,61.5,expert,5.8,0.0,no,no,82.9,SUP-094,330.0,4.91,1.14,1.27,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.967,97.4702,449.2,0.846,100.9,62.0,,7.9,188.7,2306.12,3066.1,4.6,0.0,1.15,150,3525.0,706.15,68.2,14.7258
MFG-LINE-PLT-008-01,PLT-008,WC-013,SHF-PLT-008-20230702-1,2023-07-02,1,441.2,PRD-2023-SKU-07225,medical_devices,WO-2023-96174,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,129.941,15.593,111.59,263.44,130.92,155.67,0.12,WC-003,147.35,99.9,WC-001,98.33,232,196,195,1,0,1,27.61,31.61,0.8735,99.9796,196,1.4,5,-15.52,2.95,441.2,441.2,1.0,0.8432,0.9949,0.8389,25.71,30.64,0.0,36.4,1,idling_minor_stops,good,performance_loss,15.2,1,0.0,0.0,0,441.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,7.3,5.8,10,9,76.4,skilled,2.8,0.0,no,no,22.3,SUP-053,204.0,5.03,1.18,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9796,98.9906,224.1,1.149,53.4,19.3,,8.1,94.1,2827.77,6994.55,8.38,0.0,2.1,250,0.0,2.1,62.3,58.7938
MFG-LINE-PLT-009-01,PLT-009,WC-038,SHF-PLT-009-20210623-1,2021-06-23,1,462.0,PRD-2021-SKU-01245,automotive_body,WO-2021-57839,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.309,8.437,66.19,154.67,70.27,84.23,0.12,WC-001,77.88,99.9,WC-009,12.99,441,339,338,1,0,1,51.13,57.32,0.892,99.9662,339,1.1,4,-23.13,3.99,462.0,439.2,0.9507,0.8078,0.9971,0.7657,24.57,32.09,22.8,80.7,1,idling_minor_stops,good,performance_loss,41.4,1,22.8,0.0,2,231.0,11.4,16.4,no,0.0,16.4,0.0,6.4,0.0,0.0,no,emergency,28.2,4.2,12,11,79.4,multi_skilled,0.4,0.0,no,no,22.7,SUP-084,338.0,4.9,1.13,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9662,99.6119,834.5,2.469,193.6,87.0,16.7,8.0,350.5,5199.57,8398.66,29.46,0.0,7.37,200,4560.0,919.37,51.2,69.7786
MFG-LINE-PLT-003-03,PLT-003,WC-032,SHF-PLT-003-20220415-2,2022-04-15,2,478.7,PRD-2022-SKU-01272,electronics_pcb,WO-2022-29418,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.749,0.537,9.84,27.02,10.81,11.64,0.05,WC-002,11.07,93.66,WC-001,0.0,2991,1986,1985,1,0,1,334.75,375.0,0.8927,99.9645,1986,2.2,8,-33.6,17.77,478.7,376.3,0.7861,0.8443,0.9995,0.6634,22.06,33.25,102.4,366.2,1,equipment_failure,average,availability_loss,20.4,2,102.4,0.0,6,79.8,17.1,39.5,yes,57.0,30.2,0.0,0.0,3.0,12.3,no,preventive,16.8,5.9,16,14,91.3,expert,8.5,0.0,no,no,28.5,SUP-061,355.0,4.89,1.13,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9645,97.2872,252.1,0.127,44.7,32.8,,9.7,105.9,5393.99,9780.49,36.93,0.0,9.23,150,15360.0,3081.23,45.8,44.5932
MFG-LINE-PLT-002-02,PLT-002,WC-024,SHF-PLT-002-20210608-3,2021-06-08,3,459.8,PRD-2021-SKU-01131,electronics_pcb,WO-2021-99099,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.383,0.461,13.83,42.94,15.27,16.14,0.03,WC-004,15.88,93.88,WC-010,0.0,2154,1672,1671,1,0,1,233.96,281.25,0.8319,99.9602,1672,0.6,2,-22.38,36.34,459.8,459.8,1.0,0.7757,0.9994,0.7752,24.75,31.93,0.0,483.5,1,reduced_speed,good,performance_loss,31.0,1,0.0,0.0,0,459.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.8,9,6,93.1,skilled,24.9,0.0,no,no,79.7,SUP-072,398.0,4.85,1.12,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9602,99.0301,1132.9,0.678,205.7,168.9,,8.3,475.8,2334.6,4242.09,7.79,0.0,1.95,150,0.0,1.95,42.8,11.7304
MFG-LINE-PLT-002-03,PLT-002,WC-024,SHF-PLT-002-20220910-3,2022-09-10,3,425.8,PRD-2022-SKU-07857,electronics_pcb,WO-2022-41263,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,79.058,3.953,73.47,233.17,78.41,85.58,0.05,WC-004,84.49,97.15,WC-002,0.0,578,146,144,2,0,2,45.51,82.38,0.5524,98.8783,146,1.6,5,-74.74,1.27,425.8,309.6,0.7271,0.3434,0.9863,0.2463,7.28,29.57,116.2,279.1,2,reduced_speed,poor,performance_loss,117.1,4,116.2,0.0,4,106.5,29.1,37.7,yes,106.9,0.0,9.3,0.0,0.0,0.0,no,preventive,13.3,6.4,18,16,78.2,trainee,10.0,0.0,no,no,59.1,SUP-041,11217.0,3.78,0.76,0.78,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,98.8783,95.952,74.9,0.52,15.3,5.3,,8.7,31.5,4150.73,8591.38,12.87,0.0,6.43,150,17430.0,3492.43,52.1,101.5356
MFG-LINE-PLT-004-02,PLT-004,WC-046,SHF-PLT-004-20201030-3,2020-10-30,3,469.8,PRD-2020-SKU-07551,industrial_machinery,WO-2020-71373,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,276.945,52.343,236.76,614.02,277.62,363.31,0.189,WC-002,308.13,99.9,WC-001,260.94,124,99,98,1,0,1,12.94,16.0,0.8087,99.5694,99,0.4,0,-20.16,12.52,430.3,419.4,0.9747,0.8853,0.9899,0.8541,25.52,29.88,10.9,12.8,1,idling_minor_stops,world_class,performance_loss,0.0,0,10.9,39.5,1,469.8,10.9,10.9,no,0.0,0.0,10.9,0.0,0.0,0.0,yes,predictive,6.1,7.6,2,1,66.2,skilled,20.2,0.0,no,yes,25.1,SUP-054,4306.0,4.13,0.88,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5694,98.1895,296.1,3.021,75.6,37.8,,8.0,124.4,207.67,174.64,41.61,0.0,10.4,100,1090.0,228.4,25.1,45.9357
MFG-LINE-PLT-010-03,PLT-010,WC-020,SHF-PLT-010-20220919-1,2022-09-19,1,442.2,PRD-2022-SKU-07296,industrial_machinery,WO-2022-63970,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,57.174,6.861,50.99,147.8,61.31,68.49,0.12,WC-002,59.61,94.78,WC-001,0.0,745,407,398,9,4,5,62.94,103.45,0.6084,97.8492,411,1.7,4,-45.37,3.86,442.2,388.0,0.8774,0.6085,0.9779,0.5221,16.03,30.71,54.2,261.9,9,reduced_speed,average,performance_loss,0.0,0,54.2,0.0,3,147.4,18.1,26.3,no,15.1,39.0,0.0,0.0,0.0,0.0,no,corrective,29.1,6.3,16,14,65.4,trainee,12.4,0.0,no,yes,59.9,SUP-022,21508.0,3.52,0.67,0.69,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,97.8492,97.4544,1039.2,2.611,189.7,104.7,,8.3,436.5,6218.88,9547.14,64.15,256.6,80.19,100,5420.0,1420.79,47.0,105.2137
MFG-LINE-PLT-004-04,PLT-004,WC-007,SHF-PLT-004-20211210-3,2021-12-10,3,421.5,PRD-2021-SKU-07494,industrial_machinery,WO-2021-25805,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,326.77,57.185,305.86,586.84,313.33,421.13,0.175,WC-002,322.63,89.76,WC-001,314.34,87,65,64,1,0,1,10.93,12.43,0.8793,99.7321,65,1.0,2,-25.29,1.01,421.5,371.0,0.8802,0.8459,0.9846,0.7331,21.46,29.27,50.5,11.8,1,idling_minor_stops,good,performance_loss,14.3,1,50.5,0.0,5,84.3,10.1,16.7,no,16.7,15.2,7.2,0.0,11.5,0.0,no,corrective,24.6,7.1,10,9,72.3,expert,1.9,0.0,no,no,68.9,SUP-104,2679.0,4.28,0.93,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7321,98.3495,254.1,3.97,68.1,25.7,,7.4,106.7,3933.96,7471.2,38.69,0.0,9.67,100,5050.0,1019.67,52.2,217.5002
MFG-LINE-PLT-003-03,PLT-003,WC-017,SHF-PLT-003-20200827-1,2020-08-27,1,424.2,PRD-2020-SKU-06478,electronics_pcb,WO-2020-24900,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.923,0.546,9.82,28.8,10.79,11.82,0.05,WC-002,11.42,95.08,WC-003,0.0,2650,2261,2260,1,0,1,329.5,375.0,0.8787,99.9577,2261,0.2,0,-14.68,159.83,424.2,411.7,0.9705,0.8787,0.9996,0.8524,25.11,29.46,12.5,312.1,1,reduced_speed,world_class,performance_loss,0.0,0,12.5,0.0,1,424.2,12.5,12.5,no,0.0,12.5,0.0,0.0,0.0,0.0,no,predictive,16.8,6.4,3,2,73.8,skilled,6.8,0.0,no,no,89.9,SUP-161,423.0,4.84,1.11,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9577,99.9089,513.0,0.227,131.3,62.1,,9.4,215.5,735.39,1401.18,26.51,0.0,6.63,150,1875.0,381.63,71.8,27.4671
MFG-LINE-PLT-003-02,PLT-003,WC-024,SHF-PLT-003-20230423-3,2023-04-23,3,439.5,PRD-2023-SKU-09188,electronics_pcb,WO-2023-72218,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,52.167,6.26,47.55,126.12,49.64,62.5,0.12,WC-001,47.83,83.36,WC-001,0.0,721,480,479,1,0,1,68.95,98.63,0.6991,99.8143,480,1.5,5,-33.43,6.54,439.5,417.7,0.9504,0.6991,0.9979,0.6631,20.24,30.52,21.8,206.6,1,idling_minor_stops,average,performance_loss,0.0,0,21.8,0.0,2,219.7,10.9,14.2,no,21.8,0.0,0.0,0.0,0.0,0.0,no,preventive,24.8,6.0,14,10,73.1,semi_skilled,24.8,0.0,no,no,19.1,SUP-073,1857.0,4.4,0.97,0.98,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8143,97.651,97.7,0.204,24.6,5.8,,9.5,41.0,3752.98,6018.32,24.39,0.0,6.1,150,3270.0,660.1,47.6,44.8403
MFG-LINE-PLT-010-04,PLT-010,WC-034,SHF-PLT-010-20230206-1,2023-02-06,1,436.0,PRD-2023-SKU-08752,industrial_machinery,WO-2023-17535,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,435.276,52.233,398.09,555.32,420.55,521.46,0.12,WC-006,505.14,99.9,WC-002,421.66,98,52,51,1,0,1,8.21,13.62,0.6028,99.5718,52,4.7,17,-46.94,0.47,436.0,426.9,0.9791,0.5365,0.9808,0.5152,15.6,30.28,9.1,44.9,1,reduced_speed,average,performance_loss,46.9,2,9.1,0.0,1,436.0,9.1,9.1,no,0.0,0.0,0.0,9.1,0.0,0.0,no,corrective,14.7,6.5,17,15,60.1,trainee,7.7,0.0,no,no,36.5,SUP-127,4282.0,4.13,0.88,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5718,97.6592,94.5,1.853,19.7,14.0,,8.8,39.7,4569.5,9695.59,56.5,0.0,14.12,100,910.0,196.12,42.5,337.3155
MFG-LINE-PLT-001-02,PLT-001,WC-030,SHF-PLT-001-20200419-2,2020-04-19,2,431.2,PRD-2020-SKU-03188,pharmaceutical,WO-2020-19587,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,58.616,11.078,49.88,141.77,59.3,76.89,0.189,WC-005,68.61,99.9,WC-004,0.0,509,441,440,1,0,1,61.36,70.87,0.8658,99.9706,441,0.2,0,-13.36,7.65,431.2,431.2,1.0,0.8658,0.9977,0.8639,25.87,29.95,0.0,68.4,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,431.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,22.7,7.1,10,8,91.8,skilled,11.4,1.4,no,yes,21.1,SUP-029,294.0,4.94,1.15,1.3,contamination,labelling,100pct_manual,no,no,no,no,99.9706,99.3824,844.4,1.919,153.0,80.3,,7.4,354.6,3011.96,6410.13,8.19,0.0,2.05,300,0.0,2.05,75.0,29.6225
MFG-LINE-PLT-004-03,PLT-004,WC-019,SHF-PLT-004-20231213-1,2023-12-13,1,442.3,PRD-2023-SKU-09602,industrial_machinery,WO-2023-19601,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,167.635,8.382,157.29,349.13,168.52,181.47,0.05,WC-003,166.69,90.4,WC-001,140.54,199,147,146,1,0,1,21.39,27.09,0.7896,99.8126,147,2.5,6,-26.13,3.96,442.3,442.3,1.0,0.7361,0.9932,0.7311,22.46,30.72,0.0,52.7,1,reduced_speed,good,performance_loss,30.0,1,0.0,0.0,0,442.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,22.2,6.3,7,5,87.4,semi_skilled,14.9,0.0,no,yes,24.5,SUP-163,1874.0,4.4,0.97,0.99,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8126,98.851,149.4,1.023,35.2,15.6,,9.3,62.7,2387.32,2241.06,28.16,0.0,7.04,100,0.0,7.04,72.5,60.0541
MFG-LINE-PLT-001-02,PLT-001,WC-020,SHF-PLT-001-20200704-1,2020-07-04,1,446.5,PRD-2020-SKU-01329,pharmaceutical,WO-2020-48391,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,57.915,10.946,54.08,136.11,55.09,75.98,0.189,WC-001,61.35,96.31,WC-005,0.0,527,422,421,1,0,1,62.09,70.87,0.8761,99.9632,422,0.1,0,-19.92,56.57,446.5,425.8,0.9536,0.8391,0.9976,0.7983,24.75,31.01,20.7,80.9,1,reduced_speed,good,performance_loss,18.0,1,20.7,0.0,1,446.5,20.7,20.7,no,0.0,0.0,20.7,0.0,0.0,0.0,no,corrective,22.7,6.4,1,1,93.0,skilled,1.6,0.0,no,no,60.7,SUP-199,368.0,4.88,1.13,1.2,contamination,labelling,100pct_manual,no,no,no,no,99.9632,97.4107,650.4,1.545,163.1,76.4,,7.9,273.2,474.51,643.47,23.59,0.0,5.9,300,6210.0,1247.9,51.6,26.3016
MFG-LINE-PLT-009-02,PLT-009,WC-046,SHF-PLT-009-20240213-1,2024-02-13,1,439.7,PRD-2024-SKU-08923,automotive_body,WO-2024-92388,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.619,2.081,37.82,107.46,41.87,45.05,0.05,WC-003,43.76,95.59,WC-001,0.0,799,556,555,1,0,1,86.36,109.09,0.7916,99.9744,556,2.8,9,-30.41,18.93,439.7,439.7,1.0,0.6954,0.9982,0.6941,21.2,30.54,0.0,243.5,1,reduced_speed,average,performance_loss,53.5,2,0.0,0.0,0,439.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,14.2,7.0,5,4,82.7,semi_skilled,3.4,0.0,no,yes,18.9,SUP-156,256.0,4.97,1.16,1.16,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9744,98.1372,2030.2,3.658,438.7,156.9,40.6,7.1,852.7,566.4,1330.33,116.44,0.0,29.11,200,0.0,29.11,28.3,120.0673
MFG-LINE-PLT-004-02,PLT-004,WC-040,SHF-PLT-004-20220214-2,2022-02-14,2,472.1,PRD-2022-SKU-06108,industrial_machinery,WO-2022-12137,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,265.381,50.157,238.15,735.98,259.83,348.14,0.189,WC-001,297.96,99.9,WC-002,249.38,125,106,105,1,0,1,13.47,16.0,0.8419,99.7369,106,3.7,14,-15.2,1.91,472.1,472.1,1.0,0.8419,0.9906,0.834,27.34,32.79,0.0,19.9,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,472.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,6.1,7.6,9,7,87.3,skilled,13.8,1.9,no,no,84.3,SUP-156,2631.0,4.29,0.93,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7369,97.7128,169.6,1.615,38.5,16.6,,8.9,71.2,3484.95,8593.44,144.46,0.0,36.12,100,0.0,36.12,31.3,260.8681
MFG-LINE-PLT-004-05,PLT-004,WC-009,SHF-PLT-004-20200930-2,2020-09-30,2,461.4,PRD-2020-SKU-08641,industrial_machinery,WO-2020-21225,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,177.491,8.875,166.78,478.05,180.91,192.13,0.05,WC-006,187.05,95.81,WC-009,153.7,182,131,130,1,0,1,20.27,23.79,0.852,99.9123,131,2.8,9,-28.02,0.89,430.1,398.5,0.9265,0.8291,0.9924,0.7623,22.77,29.86,31.6,27.0,1,idling_minor_stops,good,performance_loss,42.0,1,31.6,31.3,1,461.4,31.6,31.6,yes,31.6,0.0,0.0,0.0,0.0,0.0,yes,corrective,3.8,6.7,21,19,94.3,skilled,6.4,0.0,no,yes,57.8,SUP-042,877.0,4.63,1.04,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9123,96.9588,155.5,1.196,32.0,18.2,,9.2,65.3,6216.86,15479.74,18.83,0.0,4.71,100,3160.0,636.71,27.8,185.8718
MFG-LINE-PLT-006-02,PLT-006,WC-011,SHF-PLT-006-20240214-1,2024-02-14,1,441.1,PRD-2024-SKU-05297,food_beverage,WO-2024-74515,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.189,0.863,6.15,20.99,7.17,8.61,0.12,WC-019,7.97,99.9,WC-007,0.0,4005,1916,1913,3,1,2,500.72,545.45,0.918,99.8819,1917,0.1,0,-52.16,43.37,441.1,229.6,0.5205,0.918,0.9984,0.477,14.61,30.63,211.5,171.1,3,setup_adjustment,poor,availability_loss,0.0,0,211.54358579401315,0.0,2,220.6,5.1,211.54358579401315,yes,0.0,0.0,0.0,0.0,10.2,0.0,no,corrective,15.5,3.1,7,6,79.7,expert,6.4,0.0,no,no,85.8,SUP-021,1181.0,4.54,1.01,1.01,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8819,98.295,851.3,0.445,155.7,65.6,,7.8,357.5,1570.82,1494.81,3.97,3.97,1.99,80,16923.49,3390.66,66.4,5.5788
MFG-LINE-PLT-004-07,PLT-004,WC-015,SHF-PLT-004-20240414-2,2024-04-14,2,436.5,PRD-2024-SKU-01423,industrial_machinery,WO-2024-32291,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,236.244,11.812,204.68,616.21,237.23,255.73,0.05,WC-004,240.55,92.57,WC-005,218.19,131,89,88,1,0,1,15.19,18.05,0.8416,99.9132,89,0.7,2,-32.06,0.86,436.5,368.7,0.8447,0.8022,0.9888,0.67,20.31,30.31,67.8,21.9,1,idling_minor_stops,average,performance_loss,17.2,1,67.8,0.0,5,87.3,13.6,26.2,no,26.2,23.6,0.0,18.0,0.0,0.0,no,preventive,22.9,6.2,16,14,67.8,skilled,9.9,0.0,no,no,83.2,SUP-107,868.0,4.63,1.04,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9132,99.6884,187.7,2.133,40.6,18.5,,8.6,78.8,2425.92,5392.77,29.33,0.0,7.33,100,6780.0,1363.33,57.1,118.512
MFG-LINE-PLT-010-02,PLT-010,WC-032,SHF-PLT-010-20241208-1,2024-12-08,1,479.3,PRD-2024-SKU-03473,industrial_machinery,WO-2024-06938,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,305.054,53.384,285.26,628.76,310.33,393.14,0.175,WC-005,338.98,99.9,WC-003,292.67,98,73,72,1,0,1,11.68,12.38,0.9435,99.7161,73,1.2,3,-25.51,1.29,479.3,469.5,0.9796,0.7538,0.9863,0.7283,24.24,33.29,9.8,23.8,1,reduced_speed,good,performance_loss,94.6,3,9.8,0.0,1,479.3,9.8,9.8,no,0.0,0.0,0.0,0.0,0.0,9.8,no,preventive,32.7,6.1,9,7,60.2,expert,11.5,0.0,no,yes,81.1,SUP-056,2839.0,4.27,0.92,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7161,99.4807,148.5,2.062,35.3,8.1,,8.6,62.4,2726.71,3661.12,47.62,0.0,11.9,100,980.0,207.9,29.9,137.0012
MFG-LINE-PLT-008-01,PLT-008,WC-039,SHF-PLT-008-20210810-1,2021-08-10,1,473.4,PRD-2021-SKU-01523,medical_devices,WO-2021-33664,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,117.396,14.088,100.41,330.05,122.29,140.64,0.12,WC-001,126.3,97.8,WC-003,85.79,249,157,156,1,0,1,30.49,31.61,0.9646,99.9886,157,0.2,0,-36.95,1.04,473.4,367.0,0.7753,0.812,0.9936,0.6255,20.57,32.88,106.4,36.3,1,equipment_failure,average,availability_loss,58.1,3,106.4,0.0,5,94.7,21.3,37.3,yes,62.2,0.0,10.7,6.9,0.0,26.6,no,emergency,7.3,6.0,21,19,65.4,expert,5.3,0.0,no,yes,59.3,SUP-073,114.0,5.19,1.23,1.36,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9886,97.6808,158.3,1.015,37.1,17.9,,8.3,66.5,7170.73,11097.42,9.91,0.0,2.48,250,26600.0,5322.48,56.6,127.0771
MFG-LINE-PLT-004-05,PLT-004,WC-037,SHF-PLT-004-20220731-3,2022-07-31,3,440.2,PRD-2022-SKU-08604,industrial_machinery,WO-2022-58464,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,186.927,9.346,171.35,339.58,185.47,202.35,0.05,WC-003,195.95,95.3,WC-007,163.14,174,91,90,1,0,1,19.12,23.79,0.8037,99.9103,91,0.6,1,-47.7,0.94,440.2,296.9,0.6745,0.7728,0.989,0.5155,15.76,30.57,143.3,26.8,1,equipment_failure,average,availability_loss,11.3,1,143.3,0.0,6,73.4,23.9,70.2,yes,121.5,0.0,0.0,10.4,11.4,0.0,no,emergency,3.8,6.0,17,13,94.1,skilled,19.9,0.0,no,no,52.8,SUP-065,897.0,4.62,1.04,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9103,98.3646,327.0,3.633,84.6,34.0,,7.6,137.3,5433.55,6504.34,50.47,0.0,12.62,100,14330.0,2878.62,63.0,183.674
MFG-LINE-PLT-001-02,PLT-001,WC-044,SHF-PLT-001-20201003-2,2020-10-03,2,469.4,PRD-2020-SKU-02799,pharmaceutical,WO-2020-70076,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,69.723,14.886,62.06,185.81,70.65,94.28,0.213,WC-003,77.67,99.9,WC-002,0.0,554,393,392,1,0,1,51.61,70.87,0.7282,99.944,393,2.8,6,-29.06,4.18,469.4,456.9,0.9734,0.7283,0.9975,0.7071,23.05,32.6,12.5,146.6,1,reduced_speed,good,performance_loss,0.0,0,12.5,0.0,2,234.7,6.2,7.5,no,0.0,0.0,7.5,0.0,4.9,0.0,no,preventive,22.7,5.9,13,12,67.2,semi_skilled,2.8,0.0,no,no,24.5,SUP-057,560.0,4.76,1.09,1.19,contamination,labelling,100pct_manual,yes,no,no,no,99.944,97.1,408.1,1.041,95.4,50.0,,8.6,171.4,2194.13,2860.18,38.38,0.0,9.6,300,3750.0,759.6,33.6,51.3716
MFG-LINE-PLT-004-01,PLT-004,WC-009,SHF-PLT-004-20211115-3,2021-11-15,3,479.8,PRD-2021-SKU-08609,industrial_machinery,WO-2021-34747,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,240.192,12.01,210.46,514.31,245.02,260.01,0.05,WC-007,247.01,93.49,WC-004,223.0,137,90,89,1,0,1,14.85,17.19,0.8639,99.9474,90,0.6,2,-34.31,3.71,479.8,363.7,0.758,0.8637,0.9889,0.6474,21.57,33.32,116.1,14.2,1,setup_adjustment,average,availability_loss,0.0,0,116.1,0.0,9,53.3,12.9,29.1,no,45.3,41.3,5.9,9.4,14.2,0.0,no,corrective,28.6,6.2,4,3,86.6,expert,12.2,0.5,no,no,42.5,SUP-012,526.0,4.78,1.09,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9474,99.3468,241.3,2.711,40.0,32.8,,8.2,101.3,1118.66,1655.69,57.87,0.0,14.47,100,11610.0,2336.47,25.2,89.6927
MFG-LINE-PLT-005-06,PLT-005,WC-038,SHF-PLT-005-20220530-2,2022-05-30,2,421.4,PRD-2022-SKU-06073,automotive_body,WO-2022-43216,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,91.864,4.593,83.56,190.41,91.12,99.44,0.05,WC-008,96.77,95.77,WC-004,43.86,337,221,220,1,0,1,39.04,48.0,0.8133,99.9817,221,3.0,7,-34.42,2.24,421.4,352.2,0.8358,0.7843,0.9955,0.6526,19.1,29.26,69.2,60.8,1,reduced_speed,average,performance_loss,12.6,1,69.2,0.0,4,105.4,17.3,27.7,no,0.0,62.8,0.0,6.3,0.0,0.0,no,preventive,32.1,5.4,15,14,80.2,skilled,4.0,0.8,no,no,53.0,SUP-196,183.0,5.06,1.19,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9817,97.9882,368.9,1.677,81.9,49.9,7.4,8.7,154.9,2624.08,2779.75,78.27,0.0,19.57,200,13840.0,2787.57,72.0,103.1886
MFG-LINE-PLT-010-02,PLT-010,WC-046,SHF-PLT-010-20231021-3,2023-10-21,3,433.2,PRD-2023-SKU-09396,industrial_machinery,WO-2023-66693,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,516.883,140.204,478.41,848.21,562.89,748.22,0.271,WC-002,599.85,99.9,WC-003,504.5,88,18,17,1,0,1,6.75,12.38,0.5452,99.1627,18,0.9,3,-79.55,0.59,433.2,233.5,0.539,0.3738,0.9444,0.1903,5.72,30.08,199.7,30.2,1,idling_minor_stops,poor,performance_loss,73.5,2,199.7,0.0,4,108.3,49.9,131.6,yes,171.5,0.0,10.8,0.0,0.0,17.4,no,preventive,32.7,5.3,5,4,79.2,trainee,10.0,0.0,no,no,57.8,SUP-023,8373.0,3.89,0.8,0.84,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.1627,96.8165,45.3,2.666,10.8,5.1,,8.2,19.0,1813.49,1611.25,17.67,0.0,4.42,100,19970.0,3998.42,66.8,220.1647
MFG-LINE-PLT-007-01,PLT-007,WC-007,SHF-PLT-007-20241109-1,2024-11-09,1,461.6,PRD-2024-SKU-06529,industrial_machinery,WO-2024-51655,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,177.139,5.314,157.42,293.71,175.76,185.91,0.03,WC-015,181.16,92.97,WC-013,155.98,162,112,111,1,0,1,20.21,21.16,0.9551,99.9769,112,0.5,1,-30.86,1.11,461.6,451.5,0.9781,0.7033,0.9911,0.6818,21.85,32.05,10.1,47.2,1,idling_minor_stops,average,performance_loss,119.0,3,10.1,0.0,1,461.6,10.1,10.1,no,0.0,0.0,10.1,0.0,0.0,0.0,no,predictive,27.1,5.6,15,13,94.3,expert,10.7,0.0,no,no,55.7,SUP-143,231.0,5.0,1.17,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9769,98.4369,318.6,2.87,54.7,35.1,,8.1,133.8,3180.88,5884.75,43.33,0.0,10.83,100,1010.0,212.83,30.1,125.3927
MFG-LINE-PLT-005-01,PLT-005,WC-023,SHF-PLT-005-20220831-3,2022-08-31,3,472.0,PRD-2022-SKU-05993,automotive_body,WO-2022-61634,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,49.313,5.918,44.27,82.39,47.05,59.08,0.12,WC-004,56.21,99.9,WC-002,0.0,822,376,375,1,0,1,72.92,104.65,0.6968,99.9338,376,5.6,16,-54.26,3.67,472.0,355.7,0.7536,0.6061,0.9973,0.4555,14.93,32.78,116.3,244.4,1,idling_minor_stops,poor,performance_loss,46.3,4,116.3,0.0,8,59.0,14.5,24.5,no,24.5,24.1,39.1,15.7,12.7,0.0,no,corrective,20.8,5.9,16,13,87.0,semi_skilled,17.9,0.0,no,no,21.0,SUP-009,662.0,4.71,1.07,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9338,99.4578,1103.2,2.942,255.3,63.9,22.1,7.6,463.3,4777.87,9343.01,68.28,0.0,17.07,200,23260.0,4669.07,38.6,106.1178
MFG-LINE-PLT-004-05,PLT-004,WC-041,SHF-PLT-004-20220612-1,2022-06-12,1,473.6,PRD-2022-SKU-09296,industrial_machinery,WO-2022-18923,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,194.498,9.725,181.02,346.33,193.65,210.54,0.05,WC-009,196.7,91.94,WC-005,170.71,187,108,107,1,0,1,18.35,23.79,0.7713,99.8264,108,2.1,8,-42.25,13.56,473.6,447.1,0.944,0.6092,0.9907,0.5698,18.74,32.89,26.5,69.3,1,idling_minor_stops,average,performance_loss,93.8,3,26.5,0.0,2,236.8,13.2,19.6,no,0.0,0.0,19.6,0.0,6.9,0.0,no,emergency,3.8,6.7,2,1,87.4,semi_skilled,11.6,0.0,no,no,64.0,SUP-026,1736.0,4.42,0.97,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8264,98.5436,357.2,3.338,68.0,45.6,,7.8,150.0,417.48,879.3,65.13,0.0,16.28,100,2650.0,546.28,69.0,77.8581
MFG-LINE-PLT-007-01,PLT-007,WC-006,SHF-PLT-007-20240905-1,2024-09-05,1,440.2,PRD-2024-SKU-04586,industrial_machinery,WO-2024-33181,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,194.322,5.83,167.96,362.32,193.44,203.94,0.03,WC-003,198.19,92.72,WC-013,173.16,155,115,114,1,0,1,18.5,21.16,0.8743,99.9625,115,1.3,3,-25.81,1.11,440.2,411.8,0.9355,0.7917,0.9913,0.7342,22.44,30.57,28.4,30.3,1,reduced_speed,good,performance_loss,38.9,1,28.4,0.0,3,146.7,9.5,12.9,no,0.0,15.5,12.9,0.0,0.0,0.0,no,corrective,27.1,4.2,17,14,90.6,skilled,13.6,0.0,no,no,45.0,SUP-091,375.0,4.87,1.12,1.22,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9625,98.8652,307.3,2.696,74.7,24.8,,8.2,129.1,2703.04,3140.17,34.66,0.0,8.66,100,2840.0,576.66,43.0,86.2203
MFG-LINE-PLT-004-03,PLT-004,WC-009,SHF-PLT-004-20221010-1,2022-10-10,1,428.3,PRD-2022-SKU-02083,industrial_machinery,WO-2022-86898,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,136.751,6.838,127.33,303.71,137.56,148.03,0.05,WC-003,142.6,94.8,WC-004,109.66,193,112,111,1,0,1,26.32,27.09,0.9716,99.9729,112,0.2,0,-41.97,0.97,428.3,264.8,0.6183,0.9368,0.9911,0.574,17.07,29.74,163.5,7.6,1,setup_adjustment,average,availability_loss,9.5,1,163.5,0.0,4,107.1,40.9,141.5,yes,141.5,0.0,6.1,8.8,7.0,0.0,no,preventive,22.2,6.3,18,16,77.8,expert,9.5,0.0,no,no,33.7,SUP-050,271.0,4.96,1.15,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9729,98.3585,368.7,3.322,79.7,42.4,,7.8,154.9,4973.8,7878.19,35.97,0.0,8.99,100,16350.0,3278.99,53.1,152.0777
MFG-LINE-PLT-002-02,PLT-002,WC-001,SHF-PLT-002-20201226-1,2020-12-26,1,448.8,PRD-2020-SKU-09752,electronics_pcb,WO-2020-95540,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.174,0.485,15.09,43.78,16.38,16.97,0.03,WC-008,16.44,92.43,WC-010,0.0,2102,1288,1287,1,0,1,222.57,281.25,0.7914,99.9553,1288,0.0,0,-38.73,10.12,448.8,372.9,0.8309,0.7369,0.9992,0.6118,19.07,31.17,75.9,459.9,1,idling_minor_stops,average,performance_loss,25.7,1,75.9,0.0,3,149.6,25.3,29.6,no,55.9,20.1,0.0,0.0,0.0,0.0,no,corrective,2.0,7.0,19,17,83.2,semi_skilled,6.8,0.0,no,no,49.6,SUP-110,447.0,4.82,1.11,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9553,98.5293,1586.9,1.233,342.1,137.8,,6.9,666.5,2334.59,4960.56,18.74,0.0,4.68,150,11385.0,2281.68,62.0,24.4229
MFG-LINE-PLT-003-05,PLT-003,WC-001,SHF-PLT-003-20230903-2,2023-09-03,2,425.6,PRD-2023-SKU-05478,electronics_pcb,WO-2023-73371,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.861,5.143,37.87,113.37,43.52,51.35,0.12,WC-002,48.36,99.9,WC-005,0.0,652,529,528,1,0,1,83.9,92.07,0.9113,99.9678,529,1.8,5,-18.87,4.96,425.6,398.5,0.9363,0.865,0.9981,0.8084,23.89,29.56,27.1,82.6,1,idling_minor_stops,good,performance_loss,20.2,1,27.1,0.0,2,212.8,13.5,14.7,no,27.1,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,7.4,16,15,86.9,expert,0.1,0.0,no,no,51.7,SUP-123,322.0,4.91,1.14,1.28,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9678,98.2803,293.0,0.555,66.4,41.5,,8.6,123.1,4043.81,5497.07,13.22,0.0,3.31,150,4065.0,816.31,30.2,31.3149
MFG-LINE-PLT-002-02,PLT-002,WC-039,SHF-PLT-002-20201224-1,2020-12-24,1,428.9,PRD-2020-SKU-01617,electronics_pcb,WO-2020-94059,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.481,0.404,12.76,18.35,13.44,14.15,0.03,WC-009,13.87,93.53,WC-006,0.0,2009,1647,1646,1,0,1,266.92,281.25,0.949,99.9857,1647,0.1,0,-18.02,12.12,428.9,397.6,0.927,0.8838,0.9994,0.8188,24.38,29.78,31.3,216.5,1,idling_minor_stops,good,performance_loss,27.3,1,31.3,0.0,2,214.4,15.7,17.7,no,0.0,0.0,0.0,13.7,0.0,17.7,no,preventive,2.0,7.0,23,19,92.3,expert,14.5,0.2,no,no,16.7,SUP-160,143.0,5.13,1.21,1.25,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9857,96.9881,1525.8,0.927,315.7,95.4,,7.7,640.8,4437.48,8241.52,7.97,0.0,1.99,150,4695.0,940.99,68.5,15.6778
MFG-LINE-PLT-010-01,PLT-010,WC-029,SHF-PLT-010-20220708-3,2022-07-08,3,473.1,PRD-2022-SKU-09058,industrial_machinery,WO-2022-51224,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,319.679,25.574,292.57,814.98,321.67,361.88,0.08,WC-003,337.76,96.05,WC-001,306.81,101,86,85,1,0,1,11.23,12.87,0.8726,99.9159,86,2.2,5,-14.85,1.2,456.6,442.8,0.9698,0.9054,0.9884,0.8678,27.52,31.71,13.8,9.0,1,idling_minor_stops,world_class,performance_loss,0.0,0,13.8,16.5,1,473.1,13.8,13.8,no,0.0,13.8,0.0,0.0,0.0,0.0,yes,predictive,19.7,5.7,10,9,71.3,expert,5.2,0.0,no,no,29.7,SUP-096,841.0,4.64,1.05,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9159,99.6478,238.1,2.801,54.4,20.3,,8.1,100.0,2350.04,3595.85,43.43,0.0,10.86,100,1380.0,286.86,45.0,113.8926
MFG-LINE-PLT-003-04,PLT-003,WC-024,SHF-PLT-003-20200725-2,2020-07-25,2,476.8,PRD-2020-SKU-03898,electronics_pcb,WO-2020-26746,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.266,1.613,29.73,77.86,31.94,34.93,0.05,WC-003,33.45,94.24,WC-006,0.0,1054,737,736,1,0,1,111.55,132.84,0.8397,99.9429,737,0.1,0,-30.08,8.42,476.8,414.3,0.8689,0.8035,0.9986,0.6972,23.08,33.11,62.5,180.2,1,reduced_speed,average,performance_loss,17.9,1,62.5,0.0,3,158.9,20.8,30.6,yes,10.5,30.6,0.0,0.0,0.0,21.4,no,predictive,11.0,5.8,12,11,92.5,skilled,6.1,0.0,no,yes,33.8,SUP-140,571.0,4.75,1.08,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9429,97.7563,920.7,1.251,221.5,94.0,,6.9,386.7,3796.71,7703.7,5.83,0.0,1.46,150,9375.0,1876.46,40.4,21.4635
MFG-LINE-PLT-002-01,PLT-002,WC-043,SHF-PLT-002-20240709-1,2024-07-09,1,465.9,PRD-2024-SKU-05591,electronics_pcb,WO-2024-54708,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.811,2.441,45.41,114.32,48.47,52.84,0.05,WC-002,48.49,90.31,WC-001,0.0,733,325,324,1,0,1,73.53,94.49,0.7782,99.9625,325,6.9,17,-55.66,2.09,465.9,349.1,0.7493,0.5912,0.9969,0.4416,14.29,32.35,116.8,224.7,1,reduced_speed,poor,performance_loss,83.9,2,116.8,0.0,9,51.8,13.0,22.1,no,22.1,63.0,13.6,8.0,10.2,0.0,no,predictive,26.7,5.1,22,20,61.5,semi_skilled,5.0,0.0,no,yes,54.2,SUP-150,375.0,4.87,1.12,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9625,99.7524,215.8,0.666,43.9,28.4,,8.3,90.6,5218.55,7212.37,15.77,0.0,3.94,150,17520.0,3507.94,59.1,54.1857
MFG-LINE-PLT-010-02,PLT-010,WC-003,SHF-PLT-010-20231212-2,2023-12-12,2,445.7,PRD-2023-SKU-02684,industrial_machinery,WO-2023-64201,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,403.401,86.126,361.45,859.31,363.26,545.51,0.213,WC-003,456.96,99.9,WC-004,391.02,91,59,58,1,0,1,8.81,12.38,0.7116,99.3948,59,2.8,9,-35.16,0.34,445.7,441.6,0.9908,0.6477,0.9831,0.6309,19.53,30.95,4.1,32.1,1,reduced_speed,average,performance_loss,39.6,1,4.1,0.0,1,445.7,4.1,4.1,no,0.0,0.0,0.0,4.1,0.0,0.0,no,corrective,32.7,4.9,24,23,65.7,semi_skilled,2.4,0.0,no,no,44.4,SUP-097,6052.0,4.01,0.84,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.3948,96.5302,154.2,2.659,34.4,13.3,,8.2,64.8,9473.39,15007.99,27.66,0.0,6.92,100,410.0,88.92,41.1,450.2297
MFG-LINE-PLT-004-04,PLT-004,WC-048,SHF-PLT-004-20211202-1,2021-12-02,1,478.8,PRD-2021-SKU-04077,industrial_machinery,WO-2021-97587,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,290.758,50.883,273.86,721.12,320.73,374.71,0.175,WC-002,294.73,92.15,WC-001,278.33,99,96,95,1,0,1,12.26,12.43,0.9863,99.9843,96,0.2,0,-3.03,1.7,439.9,430.8,0.9808,0.9694,0.9997,0.9505,29.61,30.55,9.1,0.0,1,setup_adjustment,world_class,availability_loss,0.0,0,9.1,38.9,2,239.4,4.6,5.4,no,0.0,0.0,0.0,5.4,3.7,0.0,yes,preventive,24.6,9.8,9,7,72.0,expert,11.6,0.4,no,no,45.6,SUP-199,157.5,6.0,1.8,1.13,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.9843,99.5725,244.7,2.576,46.9,24.2,,8.3,102.8,1039.57,1450.1,62.2,0.0,15.55,100,910.0,197.55,66.6,89.0618
MFG-LINE-PLT-005-03,PLT-005,WC-045,SHF-PLT-005-20240209-2,2024-02-09,2,462.8,PRD-2024-SKU-09925,automotive_body,WO-2024-36140,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.871,3.444,65.22,134.23,67.74,74.55,0.05,WC-001,69.76,92.08,WC-002,5.27,490,255,254,1,0,1,52.14,63.6,0.8198,99.9771,255,0.0,0,-47.96,3.66,462.8,305.1,0.6592,0.7885,0.9961,0.5178,16.64,32.14,157.7,68.4,1,equipment_failure,average,availability_loss,11.6,1,157.7,0.0,5,92.6,31.5,63.1,yes,51.5,106.1,0.0,0.0,0.0,0.0,no,preventive,32.9,5.2,11,9,77.2,skilled,13.9,0.0,no,no,57.3,SUP-174,229.0,5.0,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9771,97.6519,694.9,2.736,153.8,67.4,13.9,7.8,291.9,3016.55,2926.18,15.84,0.0,3.96,200,31540.0,6311.96,62.4,39.2989
MFG-LINE-PLT-005-02,PLT-005,WC-015,SHF-PLT-005-20240606-3,2024-06-06,3,444.3,PRD-2024-SKU-08563,automotive_body,WO-2024-07330,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.461,4.437,51.22,74.09,55.74,62.78,0.08,WC-003,59.45,97.44,WC-001,0.0,561,469,468,1,0,1,64.78,75.79,0.8547,99.9678,469,1.0,3,-16.4,15.8,444.3,444.3,1.0,0.8356,0.9979,0.8338,25.73,30.86,0.0,92.3,1,reduced_speed,good,performance_loss,9.9,1,0.0,0.0,0,444.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,5.8,5,4,79.2,expert,2.2,1.3,no,no,36.7,SUP-105,322.0,4.91,1.14,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9678,97.3284,1115.2,2.383,199.5,109.3,22.3,8.1,468.4,1747.02,1666.48,32.97,0.0,8.24,200,0.0,8.24,59.0,40.3343
MFG-LINE-PLT-005-01,PLT-005,WC-027,SHF-PLT-005-20210614-1,2021-06-14,1,427.4,PRD-2021-SKU-02988,automotive_body,WO-2021-76091,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.965,4.676,36.47,96.62,39.88,46.68,0.12,WC-001,40.01,93.35,WC-002,0.0,745,486,485,1,0,1,92.3,104.65,0.882,99.9802,486,0.4,1,-34.77,7.57,427.4,350.2,0.8194,0.7957,0.9979,0.6506,19.31,29.68,77.2,124.8,1,idling_minor_stops,average,performance_loss,34.3,1,77.2,0.0,5,85.5,15.4,24.2,no,46.1,9.3,11.8,10.0,0.0,0.0,no,corrective,20.8,5.7,11,9,70.4,skilled,12.5,0.0,no,yes,46.1,SUP-168,198.0,5.04,1.18,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9802,99.1518,1836.2,3.786,479.5,107.8,36.7,7.0,771.2,3575.16,5532.37,45.04,0.0,11.26,200,15440.0,3099.26,70.4,63.9113
MFG-LINE-PLT-002-04,PLT-002,WC-047,SHF-PLT-002-20230219-2,2023-02-19,2,453.7,PRD-2023-SKU-09399,electronics_pcb,WO-2023-76454,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.718,3.16,15.15,47.36,17.36,21.93,0.189,WC-003,17.57,95.55,WC-005,0.0,1927,771,769,2,0,2,215.23,255.32,0.843,99.8575,771,0.2,0,-59.99,25.43,453.7,341.3,0.7522,0.5309,0.9974,0.3983,12.55,31.51,112.4,681.2,2,reduced_speed,poor,performance_loss,126.3,3,112.4,0.0,7,64.8,16.1,50.9,yes,66.4,26.3,10.5,5.4,3.9,0.0,no,preventive,15.6,5.5,5,4,80.5,skilled,4.5,0.0,no,no,26.8,SUP-146,1425.0,4.48,0.99,0.99,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8575,99.6662,420.6,0.547,78.5,32.8,,8.6,176.7,899.95,1274.45,17.91,0.0,8.96,150,16860.0,3380.96,33.7,20.7841
MFG-LINE-PLT-005-04,PLT-005,WC-027,SHF-PLT-005-20220630-1,2022-06-30,1,448.4,PRD-2022-SKU-01582,automotive_body,WO-2022-51471,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,53.432,6.412,47.94,91.24,53.62,64.01,0.12,WC-003,57.01,96.99,WC-004,0.0,577,365,364,1,0,1,67.24,77.25,0.8704,99.9737,365,1.1,2,-36.74,16.24,448.4,351.7,0.7843,0.8061,0.9973,0.6305,19.63,31.14,96.7,87.8,1,setup_adjustment,average,availability_loss,26.0,1,96.7,0.0,4,112.1,24.2,52.6,yes,84.5,0.0,12.2,0.0,0.0,0.0,no,corrective,15.6,6.4,4,3,77.8,skilled,14.2,0.0,no,yes,34.2,SUP-194,263.0,4.97,1.16,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9737,99.0832,1029.0,2.827,184.7,122.7,20.6,7.7,432.2,883.71,1224.51,39.4,0.0,9.85,200,19340.0,3877.85,37.0,45.3001
MFG-LINE-PLT-005-03,PLT-005,WC-016,SHF-PLT-005-20230808-3,2023-08-08,3,442.0,PRD-2023-SKU-07096,automotive_body,WO-2023-35530,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,71.475,3.574,63.47,170.39,71.88,77.37,0.05,WC-002,75.44,95.96,WC-001,7.87,468,282,281,1,0,1,50.35,63.6,0.7917,99.9858,282,0.0,0,-39.74,7.63,442.0,336.1,0.7604,0.7916,0.9965,0.5998,18.41,30.69,105.9,74.2,1,setup_adjustment,average,availability_loss,0.0,0,105.9,0.0,4,110.5,26.5,48.3,yes,83.0,0.0,12.7,10.2,0.0,0.0,no,preventive,32.9,4.5,7,5,90.5,skilled,23.3,0.0,no,no,81.9,SUP-024,142.0,5.13,1.21,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9858,97.9745,325.4,1.158,78.5,31.7,6.5,9.1,136.7,1423.16,1222.24,36.5,0.0,9.12,200,21180.0,4245.12,63.7,46.0441
MFG-LINE-PLT-004-03,PLT-004,WC-034,SHF-PLT-004-20200316-1,2020-03-16,1,451.7,PRD-2020-SKU-07696,industrial_machinery,WO-2020-65553,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,149.433,7.472,136.46,227.54,147.77,161.76,0.05,WC-004,152.78,92.95,WC-003,122.34,203,70,69,1,0,1,23.92,27.09,0.883,99.9381,70,2.1,4,-65.52,0.83,451.7,175.6,0.3888,0.8829,0.9857,0.3383,10.61,31.37,276.1,9.3,1,equipment_failure,poor,availability_loss,0.0,0,276.1155857393582,0.0,4,112.9,21.2,276.1155857393582,yes,80.7,0.0,0.0,3.9,0.0,0.0,no,predictive,22.2,2.5,13,11,67.2,expert,11.7,0.0,no,no,23.9,SUP-019,619.0,4.73,1.08,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9381,97.2699,301.4,4.368,61.3,38.0,,7.1,126.6,2843.71,6742.9,24.91,0.0,6.23,100,27611.56,5528.54,45.1,164.2074
MFG-LINE-PLT-005-01,PLT-005,WC-003,SHF-PLT-005-20231004-1,2023-10-04,1,431.5,PRD-2023-SKU-01574,automotive_body,WO-2023-71562,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.42,4.49,34.43,90.74,37.5,44.83,0.12,WC-004,38.78,94.22,WC-003,0.0,752,499,498,1,0,1,96.07,104.65,0.918,99.9877,499,0.6,2,-33.64,9.89,431.5,361.4,0.8375,0.7917,0.998,0.6618,19.83,29.96,70.1,131.3,1,reduced_speed,average,performance_loss,49.7,2,70.1,0.0,5,86.3,14.0,21.3,no,41.9,0.0,22.8,0.0,5.4,0.0,no,corrective,20.8,5.7,8,7,72.7,multi_skilled,8.2,0.0,no,no,32.0,SUP-160,123.0,5.17,1.22,1.35,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9877,97.1223,1309.7,2.63,286.5,86.8,26.2,7.9,550.1,1942.52,2674.7,32.03,0.0,8.01,200,14020.0,2812.01,25.8,41.3658
MFG-LINE-PLT-002-04,PLT-002,WC-015,SHF-PLT-002-20221219-2,2022-12-19,2,427.7,PRD-2022-SKU-09926,electronics_pcb,WO-2022-87838,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.684,3.153,15.75,37.07,16.89,21.89,0.189,WC-006,17.53,95.54,WC-005,0.0,1817,1279,1277,2,0,2,215.75,255.32,0.845,99.8564,1279,3.8,11,-29.61,179.16,394.0,354.4,0.8995,0.8482,0.9984,0.7617,20.84,27.36,39.6,228.9,2,idling_minor_stops,good,performance_loss,32.4,2,39.6,33.7,1,427.7,39.6,39.6,yes,39.6,0.0,0.0,0.0,0.0,0.0,yes,corrective,15.6,5.5,1,1,62.7,skilled,10.6,0.0,no,no,47.8,SUP-109,1436.0,4.48,0.99,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8564,98.7639,946.3,0.741,207.6,65.3,,8.1,397.4,342.98,462.5,31.53,0.0,15.77,150,5940.0,1203.77,68.2,32.2101
MFG-LINE-PLT-002-04,PLT-002,WC-046,SHF-PLT-002-20211109-1,2021-11-09,1,426.0,PRD-2021-SKU-01017,electronics_pcb,WO-2021-52300,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.611,2.557,12.76,20.84,15.88,18.83,0.175,WC-003,16.36,99.9,WC-004,0.0,1810,1635,1632,3,1,2,246.32,255.32,0.9648,99.8675,1636,0.6,2,-9.67,22.99,426.0,398.3,0.935,0.9648,0.9982,0.9004,26.63,29.58,27.7,59.7,3,setup_adjustment,world_class,availability_loss,0.0,0,27.7,0.0,3,142.0,9.2,11.7,no,0.0,9.9,0.0,17.8,0.0,0.0,no,corrective,15.6,5.7,12,10,64.4,expert,10.5,0.0,no,yes,21.1,SUP-129,1325.0,4.51,1.0,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8675,97.7861,1656.5,1.015,450.7,159.5,,7.5,695.7,3681.34,9144.86,9.93,9.93,4.96,150,4155.0,845.89,56.4,17.8074
MFG-LINE-PLT-004-05,PLT-004,WC-008,SHF-PLT-004-20221126-3,2022-11-26,3,426.5,PRD-2022-SKU-05387,industrial_machinery,WO-2022-65692,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,183.003,9.15,161.29,387.27,186.31,198.1,0.05,WC-009,191.66,95.21,WC-002,159.21,168,121,120,1,0,1,19.57,23.79,0.8226,99.8628,121,0.7,1,-27.98,0.94,426.5,400.0,0.9379,0.7627,0.9917,0.7094,21.01,29.62,26.5,37.6,1,reduced_speed,good,performance_loss,29.0,1,26.5,0.0,1,426.5,26.5,26.5,no,26.5,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,7.3,23,18,71.8,skilled,20.1,0.7,no,no,88.3,SUP-016,1372.0,4.5,1.0,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8628,98.9739,270.2,2.252,57.6,33.6,,8.5,113.5,3441.28,5369.43,38.21,0.0,9.55,100,2650.0,539.55,26.2,111.951
MFG-LINE-PLT-005-03,PLT-005,WC-004,SHF-PLT-005-20220628-1,2022-06-28,1,433.8,PRD-2022-SKU-07358,automotive_body,WO-2022-25839,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,73.644,3.682,67.48,207.81,72.94,79.72,0.05,WC-001,73.18,90.34,WC-002,10.04,459,209,208,1,0,1,48.71,63.6,0.7659,99.9716,209,6.4,21,-54.47,9.59,433.8,322.8,0.7441,0.6108,0.9952,0.4523,13.63,30.13,111.0,133.2,1,idling_minor_stops,poor,performance_loss,65.4,2,111.0,0.0,8,54.2,13.9,23.1,no,23.1,12.9,34.9,17.8,0.0,22.3,no,corrective,32.9,6.2,4,3,86.2,semi_skilled,0.9,0.5,no,no,48.7,SUP-085,284.0,4.95,1.15,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9716,98.5525,445.5,2.142,113.3,56.8,8.9,8.3,187.1,791.63,1918.35,16.42,0.0,4.11,200,22200.0,4444.11,34.6,29.5277
MFG-LINE-PLT-010-03,PLT-010,WC-044,SHF-PLT-010-20200720-2,2020-07-20,2,455.2,PRD-2020-SKU-08837,industrial_machinery,WO-2020-57061,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,48.301,5.796,44.8,83.03,49.39,57.86,0.12,WC-001,53.07,99.89,WC-005,0.0,781,440,438,2,0,2,74.53,103.45,0.7204,99.5878,440,6.3,13,-43.66,57.73,455.2,455.2,1.0,0.5606,0.9955,0.558,17.64,31.61,0.0,344.9,2,reduced_speed,average,performance_loss,101.0,3,0.0,0.0,0,455.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,29.1,4.4,1,1,62.0,semi_skilled,2.2,0.0,no,no,79.7,SUP-187,4122.0,4.14,0.88,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5878,96.8259,1878.6,4.289,368.2,142.1,,7.1,789.0,325.17,700.94,77.99,0.0,38.99,100,0.0,38.99,62.2,80.6888
MFG-LINE-PLT-002-01,PLT-002,WC-045,SHF-PLT-002-20210625-1,2021-06-25,1,464.0,PRD-2021-SKU-02304,electronics_pcb,WO-2021-14566,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,61.546,3.077,52.32,77.43,62.47,66.62,0.05,WC-002,60.75,89.73,WC-001,0.0,730,331,330,1,0,1,58.32,94.49,0.6172,99.9156,331,0.0,0,-54.66,10.67,464.0,399.4,0.8608,0.5262,0.997,0.4516,14.55,32.22,64.6,298.0,1,idling_minor_stops,poor,performance_loss,58.9,2,64.6,0.0,7,66.3,9.2,15.2,no,19.4,15.2,18.7,8.0,3.3,0.0,no,predictive,26.7,5.6,5,4,85.1,trainee,4.0,0.0,no,no,52.1,SUP-095,844.0,4.64,1.05,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9156,96.9448,186.8,0.566,34.8,24.1,,8.6,78.5,1551.76,3191.94,8.56,0.0,2.14,150,9690.0,1940.14,37.8,22.9608
MFG-LINE-PLT-006-01,PLT-006,WC-011,SHF-PLT-006-20220822-1,2022-08-22,1,433.1,PRD-2022-SKU-03565,food_beverage,WO-2022-73054,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.99,3.119,23.16,71.2,26.23,31.14,0.12,WC-007,27.4,95.83,WC-004,0.0,1055,804,803,1,0,1,138.46,146.34,0.9462,99.886,804,1.4,4,-23.79,5.85,433.1,348.4,0.8044,0.9462,0.9988,0.7602,22.86,30.08,84.7,45.7,1,setup_adjustment,good,availability_loss,0.0,0,84.7,0.0,7,61.9,12.1,30.1,yes,46.3,11.7,0.0,13.2,13.5,0.0,no,corrective,33.4,5.1,23,19,60.2,expert,14.3,0.0,no,no,83.7,SUP-015,1140.0,4.55,1.02,1.17,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.886,98.8721,345.3,0.43,87.5,22.7,,7.8,145.0,3703.14,6209.99,4.13,0.0,1.03,80,6776.0,1356.23,60.0,16.4803
MFG-LINE-PLT-007-01,PLT-007,WC-036,SHF-PLT-007-20220926-1,2022-09-26,1,476.8,PRD-2022-SKU-08699,industrial_machinery,WO-2022-43060,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,180.432,5.413,163.26,368.1,180.32,189.36,0.03,WC-004,184.68,93.05,WC-003,159.27,168,149,148,1,0,1,19.85,21.16,0.9381,99.9764,149,0.1,0,-11.31,0.89,476.8,464.1,0.9734,0.9102,0.9933,0.8801,29.14,33.11,12.7,14.7,1,reduced_speed,world_class,performance_loss,13.8,1,12.7,0.0,1,476.8,12.7,12.7,no,12.7,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,5.6,23,21,78.8,expert,4.8,0.0,no,yes,71.7,SUP-172,236.0,5.0,1.17,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9764,99.2635,326.3,2.205,61.0,39.2,,8.5,137.0,8412.43,13697.62,70.92,0.0,17.73,100,1270.0,271.73,41.8,220.7914
MFG-LINE-PLT-005-02,PLT-005,WC-042,SHF-PLT-005-20230510-1,2023-05-10,1,475.6,PRD-2023-SKU-05961,automotive_body,WO-2023-76127,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.916,4.233,49.76,143.4,53.37,59.9,0.08,WC-002,57.13,98.16,WC-005,0.0,600,328,327,1,0,1,67.94,75.79,0.8964,99.9809,328,1.5,5,-45.33,2.75,475.6,393.0,0.8263,0.6607,0.997,0.5443,17.98,33.03,82.6,168.5,1,idling_minor_stops,average,performance_loss,103.4,3,82.6,0.0,5,95.1,16.5,29.6,no,31.0,41.1,0.0,10.5,0.0,0.0,no,preventive,1.3,7.6,17,15,64.1,skilled,9.3,0.0,no,no,46.0,SUP-123,191.0,5.05,1.18,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9809,97.4385,819.5,2.506,181.0,96.8,16.4,8.0,344.2,2861.73,4464.27,35.28,0.0,8.82,200,16520.0,3312.82,45.1,57.7916
MFG-LINE-PLT-008-01,PLT-008,WC-044,SHF-PLT-008-20220114-1,2022-01-14,1,426.1,PRD-2022-SKU-04724,medical_devices,WO-2022-63608,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,126.79,15.215,110.57,325.34,119.5,151.89,0.12,WC-002,138.5,99.31,WC-003,95.18,224,184,183,1,0,1,28.39,31.61,0.8981,99.9842,184,2.3,7,-17.86,1.61,426.1,426.1,1.0,0.8198,0.9946,0.8154,24.13,29.59,0.0,40.4,1,reduced_speed,good,performance_loss,37.2,2,0.0,0.0,0,426.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,7.3,7.7,17,16,80.8,skilled,3.2,0.5,no,no,58.9,SUP-035,158.0,5.1,1.2,1.37,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9842,97.4252,290.8,1.589,70.1,35.9,,7.4,122.1,2173.01,4141.66,17.5,0.0,4.38,250,0.0,4.38,48.7,52.102
MFG-LINE-PLT-002-01,PLT-002,WC-032,SHF-PLT-002-20240402-2,2024-04-02,2,467.1,PRD-2024-SKU-04043,electronics_pcb,WO-2024-71020,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,65.466,3.273,59.85,93.05,65.03,70.87,0.05,WC-001,66.24,91.98,WC-002,0.0,734,91,90,1,0,1,54.8,94.49,0.58,99.8523,91,0.5,1,-87.6,0.89,467.1,138.7,0.2969,0.4167,0.989,0.1224,3.97,32.44,328.4,127.4,1,setup_adjustment,poor,availability_loss,39.1,1,328.4,0.0,11,42.5,29.9,113.0,yes,173.1,56.1,94.1,0.0,5.2,0.0,no,emergency,26.7,4.9,16,13,67.7,trainee,12.8,1.2,no,no,79.5,SUP-131,1477.0,4.47,0.99,1.05,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8523,99.2345,81.2,0.902,19.7,6.6,,7.7,34.1,4687.15,5901.39,6.97,0.0,1.74,150,49260.0,9853.74,67.6,124.6979
MFG-LINE-PLT-003-05,PLT-003,WC-016,SHF-PLT-003-20200415-3,2020-04-15,3,430.8,PRD-2020-SKU-01456,electronics_pcb,WO-2020-65728,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,48.82,5.858,43.43,138.57,48.6,58.49,0.12,WC-002,51.11,95.18,WC-003,0.0,659,282,281,1,0,1,73.52,92.07,0.7985,99.8404,282,0.6,1,-57.21,19.57,430.8,272.7,0.633,0.6739,0.9965,0.4251,12.72,29.92,158.1,136.5,1,equipment_failure,poor,availability_loss,42.5,2,158.1,0.0,4,107.7,39.5,79.2,yes,116.5,37.5,0.0,0.0,4.0,0.0,no,preventive,2.5,6.0,3,2,85.5,skilled,13.9,0.0,no,no,57.0,SUP-113,1596.0,4.45,0.98,1.06,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8404,97.4212,172.8,0.615,45.2,18.7,,8.5,72.6,661.87,1007.77,9.36,0.0,2.34,150,23715.0,4745.34,35.5,15.3351
MFG-LINE-PLT-004-06,PLT-004,WC-034,SHF-PLT-004-20210624-1,2021-06-24,1,471.8,PRD-2021-SKU-04613,industrial_machinery,WO-2021-98016,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,176.824,21.219,152.33,213.97,176.73,211.84,0.12,WC-002,193.59,99.53,WC-001,144.85,250,151,150,1,0,1,20.28,31.97,0.6343,99.6147,151,2.6,10,-39.6,0.91,471.8,471.8,1.0,0.6006,0.9934,0.5967,19.55,32.76,0.0,100.4,1,idling_minor_stops,average,performance_loss,25.1,1,0.0,0.0,0,471.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.6,7.1,23,21,92.8,trainee,5.4,0.0,no,no,61.1,SUP-040,3853.0,4.16,0.89,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6147,97.1592,367.9,2.453,74.1,43.1,,8.4,154.5,4048.99,3960.88,46.32,0.0,11.58,100,0.0,11.58,51.4,100.0279
MFG-LINE-PLT-001-01,PLT-001,WC-041,SHF-PLT-001-20240418-3,2024-04-18,3,428.0,PRD-2024-SKU-01392,pharmaceutical,WO-2024-92553,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,37.645,1.129,32.59,91.93,37.68,39.51,0.03,WC-009,38.78,93.65,WC-006,0.0,1258,646,645,1,0,1,95.6,176.47,0.5417,99.9827,646,3.3,10,-48.65,6.03,428.0,405.5,0.9474,0.5417,0.9985,0.5124,15.23,29.72,22.5,546.5,1,reduced_speed,average,performance_loss,0.0,0,22.5,0.0,1,428.0,22.5,22.5,no,22.5,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,4.7,18,15,94.4,trainee,13.0,0.0,no,no,83.8,SUP-049,173.0,5.08,1.19,1.22,contamination,labelling,automated_vision,no,no,no,no,99.9827,98.8058,912.0,1.414,248.8,56.1,,8.1,383.0,4273.92,4951.11,13.59,0.0,3.4,300,6750.0,1353.4,26.6,27.9134
MFG-LINE-PLT-005-01,PLT-005,WC-029,SHF-PLT-005-20220718-1,2022-07-18,1,442.7,PRD-2022-SKU-04049,automotive_body,WO-2022-13917,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,55.257,6.631,50.08,87.6,55.48,66.2,0.12,WC-004,58.45,96.15,WC-001,0.0,771,315,314,1,0,1,65.14,104.65,0.6225,99.8727,315,2.0,4,-59.14,21.28,442.7,302.0,0.6822,0.5979,0.9968,0.4066,12.5,30.75,140.7,211.8,1,idling_minor_stops,poor,performance_loss,11.9,1,140.7,0.0,9,49.2,15.6,27.2,no,68.3,29.2,18.1,5.8,0.0,19.2,no,predictive,20.8,6.2,3,2,69.9,trainee,5.1,0.0,no,no,74.5,SUP-191,1273.0,4.52,1.01,1.03,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8727,97.0435,632.1,2.013,170.8,91.9,12.6,8.4,265.5,402.75,725.88,51.78,0.0,12.95,200,28140.0,5640.95,40.9,55.5393
MFG-LINE-PLT-004-02,PLT-004,WC-037,SHF-PLT-004-20240920-1,2024-09-20,1,428.9,PRD-2024-SKU-06214,industrial_machinery,WO-2024-48554,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,242.083,43.212,228.41,468.31,247.85,313.38,0.178,WC-002,260.08,97.67,WC-001,226.08,114,98,97,1,0,1,14.74,16.0,0.9213,99.8055,98,1.4,5,-14.04,0.62,428.9,428.9,1.0,0.8569,0.9898,0.8482,25.26,29.78,0.0,16.4,1,idling_minor_stops,good,performance_loss,29.9,1,0.0,0.0,0,428.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,6.8,24,22,76.8,multi_skilled,5.5,0.0,no,no,17.4,SUP-129,1945.0,4.39,0.96,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8055,98.3547,241.1,2.486,50.4,22.8,,8.3,101.3,3500.94,4363.55,30.02,0.0,7.5,100,0.0,7.5,32.6,111.4067
MFG-LINE-PLT-005-05,PLT-005,WC-012,SHF-PLT-005-20200717-1,2020-07-17,1,440.3,PRD-2020-SKU-06209,automotive_body,WO-2020-40466,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,63.931,1.918,59.41,181.93,63.92,67.1,0.03,WC-001,64.17,91.25,WC-003,4.91,433,369,368,1,0,1,56.16,59.02,0.9515,99.99,369,1.7,6,-14.78,2.51,440.3,416.9,0.9469,0.8998,0.9973,0.8497,25.98,30.58,23.4,41.1,1,idling_minor_stops,good,performance_loss,22.7,1,23.4,0.0,3,146.8,7.8,12.5,no,0.0,0.0,12.5,0.0,10.9,0.0,no,preventive,23.7,5.0,21,20,91.2,expert,4.4,0.0,no,no,23.2,SUP-194,66.0,5.32,1.27,1.46,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.5752,909.7,2.472,191.2,73.1,18.2,8.0,382.1,6337.96,7473.87,50.76,0.0,12.69,200,4680.0,948.69,69.0,88.4301
MFG-LINE-PLT-003-05,PLT-003,WC-019,SHF-PLT-003-20220712-1,2022-07-12,1,458.6,PRD-2022-SKU-06089,electronics_pcb,WO-2022-85989,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.489,5.219,37.98,86.05,42.77,52.1,0.12,WC-001,48.6,99.9,WC-002,0.0,703,604,603,1,0,1,82.71,92.07,0.8983,99.9529,604,0.6,1,-14.08,6.57,458.6,458.6,1.0,0.8582,0.9983,0.8568,27.29,31.85,0.0,99.8,1,idling_minor_stops,world_class,performance_loss,20.5,1,0.0,0.0,0,458.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,2.5,7.0,13,12,73.3,skilled,2.1,0.0,no,no,33.0,SUP-120,471.0,4.81,1.1,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9529,99.2615,395.6,0.656,89.3,46.3,,8.4,166.2,2359.91,3629.65,24.41,0.0,6.1,150,0.0,6.1,68.2,34.3834
MFG-LINE-PLT-010-04,PLT-010,WC-031,SHF-PLT-010-20201218-1,2020-12-18,1,439.3,PRD-2020-SKU-02945,industrial_machinery,WO-2020-86190,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,301.406,36.169,257.17,646.75,316.07,361.08,0.12,WC-007,310.89,93.77,WC-005,287.79,99,71,70,1,0,1,11.87,13.62,0.8715,99.7044,71,0.5,1,-28.28,1.06,439.3,418.5,0.9527,0.7473,0.9859,0.7019,21.41,30.51,20.8,24.0,1,reduced_speed,good,performance_loss,59.7,2,20.8,0.0,2,219.7,10.4,15.9,no,0.0,15.9,0.0,4.9,0.0,0.0,no,corrective,14.7,6.8,10,9,84.8,skilled,9.8,0.7,no,no,80.3,SUP-097,2956.0,4.25,0.92,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7044,97.28,196.9,2.813,43.9,20.2,,8.1,82.7,2206.49,2904.93,74.66,0.0,18.66,100,2080.0,434.66,48.7,148.7469
MFG-LINE-PLT-004-03,PLT-004,WC-044,SHF-PLT-004-20201103-1,2020-11-03,1,446.1,PRD-2020-SKU-01788,industrial_machinery,WO-2020-36722,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,171.161,8.558,162.24,302.12,166.65,185.28,0.05,WC-001,176.87,93.94,WC-004,144.07,200,112,111,1,0,1,20.92,27.09,0.7722,99.3748,112,2.4,9,-44.0,0.71,446.1,348.2,0.7805,0.7125,0.9911,0.5511,17.07,30.98,97.9,45.2,1,idling_minor_stops,average,performance_loss,27.0,1,97.9,0.0,3,148.7,32.6,42.0,yes,0.0,84.0,13.9,0.0,0.0,0.0,no,preventive,22.2,6.3,24,21,66.2,semi_skilled,12.1,0.0,no,no,34.4,SUP-192,6252.0,4.0,0.83,0.9,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.3748,97.2107,293.4,2.643,63.0,16.9,,8.2,123.2,8267.59,11053.58,180.11,0.0,45.03,100,9790.0,2003.03,39.6,355.7972
MFG-LINE-PLT-006-02,PLT-006,WC-027,SHF-PLT-006-20210825-2,2021-08-25,2,441.3,PRD-2021-SKU-08861,food_beverage,WO-2021-90329,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.835,0.94,7.29,13.09,7.74,9.39,0.12,WC-011,8.51,98.74,WC-006,0.0,4001,2688,2680,8,4,4,459.44,545.45,0.8423,99.7279,2692,1.3,3,-32.82,52.05,441.3,351.0,0.7954,0.8423,0.997,0.668,20.47,30.65,90.3,503.3,8,equipment_failure,average,availability_loss,0.0,0,90.3,0.0,5,88.3,18.1,37.1,yes,38.6,0.0,0.0,10.3,4.2,37.1,no,corrective,15.5,6.5,8,7,82.3,skilled,6.1,0.0,no,yes,82.9,SUP-153,2721.0,4.28,0.93,0.98,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7279,97.9823,758.4,0.283,142.2,102.1,,8.6,318.5,2969.15,7280.85,8.54,34.16,8.54,80,7224.0,1487.5,42.0,12.3901
MFG-LINE-PLT-005-03,PLT-005,WC-008,SHF-PLT-005-20241225-1,2024-12-25,1,471.1,PRD-2024-SKU-08958,automotive_body,WO-2024-07020,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,57.907,2.895,53.13,137.14,59.34,62.68,0.05,WC-002,57.98,91.03,WC-001,0.0,499,432,431,1,0,1,62.14,63.6,0.977,99.9197,432,1.6,3,-13.43,2.89,447.9,417.8,0.9839,0.9891,0.9981,0.9713,28.23,31.1,30.1,10.9,1,equipment_failure,world_class,availability_loss,23.9,1,30.1,23.2,2,235.6,15.1,15.2,no,0.0,14.9,0.0,0.0,15.2,0.0,yes,corrective,32.9,9.0,20,19,82.0,expert,1.6,0.0,no,no,74.5,SUP-186,802.5,6.0,1.8,1.41,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9197,97.0202,1492.6,3.463,295.4,209.8,29.9,7.2,626.9,7772.58,18765.39,56.93,0.0,14.23,200,6020.0,1218.23,55.1,118.6351
MFG-LINE-PLT-004-04,PLT-004,WC-025,SHF-PLT-004-20210716-1,2021-07-16,1,450.8,PRD-2021-SKU-04555,industrial_machinery,WO-2021-88410,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,454.398,123.255,417.86,563.05,406.22,657.77,0.271,WC-001,477.27,95.49,WC-002,441.97,92,47,46,1,0,1,7.77,12.43,0.6251,99.3211,47,1.8,4,-48.91,0.34,450.8,450.8,1.0,0.5034,0.9787,0.4927,15.42,31.3,0.0,46.4,1,idling_minor_stops,poor,performance_loss,88.0,2,0.0,0.0,0,450.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,24.6,8.0,19,18,65.0,trainee,1.1,0.0,no,no,54.1,SUP-041,6789.0,3.97,0.82,0.83,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.3211,98.8668,178.3,3.876,37.9,26.4,,7.4,74.9,5692.59,8924.1,63.04,0.0,15.76,100,0.0,15.76,36.8,382.1646
MFG-LINE-PLT-010-03,PLT-010,WC-039,SHF-PLT-010-20201004-1,2020-10-04,1,451.4,PRD-2020-SKU-01480,industrial_machinery,WO-2020-99830,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.985,5.398,41.14,87.16,43.47,53.89,0.12,WC-009,47.52,96.03,WC-005,0.0,775,506,504,2,0,2,79.98,103.45,0.7731,99.6531,506,0.3,1,-34.71,3.94,451.4,412.2,0.9132,0.712,0.996,0.6476,20.3,31.35,39.2,204.7,2,idling_minor_stops,average,performance_loss,32.6,1,39.2,0.0,3,150.5,13.1,15.8,no,0.0,7.9,15.6,15.8,0.0,0.0,no,preventive,29.1,5.4,21,17,82.0,semi_skilled,14.5,0.0,no,yes,18.2,SUP-129,3469.0,4.2,0.9,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6531,99.5851,2127.9,4.222,527.5,204.2,,7.2,893.7,4287.77,9881.71,122.53,0.0,61.27,100,3920.0,845.27,29.1,151.1303
MFG-LINE-PLT-005-04,PLT-005,WC-045,SHF-PLT-005-20221211-1,2022-12-11,1,455.6,PRD-2022-SKU-09187,automotive_body,WO-2022-07296,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,60.458,7.255,54.9,106.58,59.74,72.43,0.12,WC-002,61.26,92.12,WC-001,0.0,585,389,388,1,0,1,59.49,77.25,0.7701,99.879,389,0.3,0,-33.5,3.65,455.6,404.2,0.8872,0.7474,0.9974,0.6614,20.93,31.64,51.4,131.5,1,idling_minor_stops,average,performance_loss,11.9,1,51.4,0.0,3,151.9,17.1,30.7,yes,30.7,11.1,9.6,0.0,0.0,0.0,no,corrective,15.6,5.5,15,14,92.1,semi_skilled,0.1,0.0,no,no,35.3,SUP-163,1210.0,4.53,1.01,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.879,97.2804,616.1,1.588,132.6,51.8,12.3,8.7,258.8,3266.19,6106.28,29.11,0.0,7.28,200,10280.0,2063.28,29.6,53.3409
MFG-LINE-PLT-003-04,PLT-003,WC-042,SHF-PLT-003-20220520-1,2022-05-20,1,425.9,PRD-2022-SKU-03179,electronics_pcb,WO-2022-07706,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,28.235,1.412,25.82,62.75,28.03,30.56,0.05,WC-007,29.39,94.63,WC-008,0.0,942,884,883,1,0,1,127.46,132.84,0.9595,99.9808,884,1.1,4,-6.16,20.73,425.9,416.1,0.977,0.9595,0.9989,0.9363,27.69,29.58,9.8,37.3,1,idling_minor_stops,world_class,performance_loss,0.0,0,9.8,0.0,1,425.9,9.8,9.8,no,0.0,9.8,0.0,0.0,0.0,0.0,no,predictive,11.0,6.6,7,6,93.3,expert,0.2,0.0,no,no,88.3,SUP-165,192.0,5.05,1.18,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9808,99.1409,522.7,0.592,131.1,28.5,,8.5,219.5,2719.33,5681.13,6.84,0.0,1.71,150,1470.0,295.71,34.6,16.3613
MFG-LINE-PLT-003-04,PLT-003,WC-037,SHF-PLT-003-20220905-1,2022-09-05,1,456.0,PRD-2022-SKU-01368,electronics_pcb,WO-2022-80908,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.638,1.532,27.04,81.22,31.3,33.17,0.05,WC-005,30.57,90.7,WC-004,0.0,1009,742,741,1,0,1,117.4,132.84,0.8838,99.9544,742,0.4,1,-26.46,8.86,456.0,379.2,0.8316,0.8837,0.9987,0.7339,23.24,31.67,76.8,97.6,1,setup_adjustment,good,availability_loss,0.0,0,76.8,0.0,6,76.0,12.8,24.2,no,0.0,33.8,24.2,13.8,5.1,0.0,no,predictive,11.0,6.7,12,11,91.5,skilled,4.6,1.4,no,no,67.7,SUP-039,456.0,4.82,1.11,1.18,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9544,99.6852,247.5,0.334,64.3,15.5,,9.2,104.0,2726.96,4193.67,13.61,0.0,3.4,150,11520.0,2307.4,45.8,22.9679
MFG-LINE-PLT-004-05,PLT-004,WC-044,SHF-PLT-004-20200307-1,2020-03-07,1,426.1,PRD-2020-SKU-01440,industrial_machinery,WO-2020-06528,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,196.481,9.824,176.07,344.37,195.01,212.69,0.05,WC-003,202.11,93.52,WC-008,172.69,168,128,127,1,0,1,18.31,23.79,0.7697,99.8184,128,3.3,10,-23.81,2.98,426.1,419.4,0.9843,0.7696,0.9922,0.7516,22.24,29.59,6.7,38.3,1,idling_minor_stops,good,performance_loss,0.0,0,6.7,0.0,1,426.1,6.7,6.7,no,0.0,0.0,0.0,6.7,0.0,0.0,no,preventive,3.8,6.1,7,6,89.5,semi_skilled,7.2,0.1,no,no,78.8,SUP-060,1816.0,4.41,0.97,1.02,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8184,99.6726,164.5,1.295,38.1,10.4,,9.1,69.1,2233.9,4098.54,97.16,0.0,24.29,100,670.0,158.29,51.5,147.7868
MFG-LINE-PLT-002-01,PLT-002,WC-016,SHF-PLT-002-20220819-1,2022-08-19,1,462.6,PRD-2022-SKU-03161,electronics_pcb,WO-2022-88181,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,49.958,2.498,43.05,130.53,48.66,54.08,0.05,WC-002,50.08,91.13,WC-001,0.0,726,416,414,2,0,2,72.01,94.49,0.7621,99.724,416,0.0,0,-42.7,53.7,462.6,355.7,0.7689,0.7427,0.9952,0.5683,18.26,32.12,106.9,144.1,2,idling_minor_stops,average,performance_loss,9.1,1,106.9,0.0,6,77.1,17.8,47.9,yes,47.9,35.1,21.0,0.0,2.9,0.0,no,emergency,26.7,5.5,1,1,87.6,semi_skilled,2.1,0.6,no,no,76.9,SUP-058,2760.0,4.28,0.93,0.99,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.724,99.1869,211.6,0.511,45.9,24.6,,8.7,88.9,387.73,382.09,9.47,0.0,4.74,150,16035.0,3211.74,53.2,11.3752
MFG-LINE-PLT-004-02,PLT-004,WC-032,SHF-PLT-004-20220328-1,2022-03-28,1,457.4,PRD-2022-SKU-09245,industrial_machinery,WO-2022-87814,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,256.409,48.461,223.1,669.35,240.33,336.37,0.189,WC-002,304.57,99.9,WC-001,240.41,121,93,92,1,0,1,13.98,16.0,0.8738,99.8089,93,1.2,3,-23.14,0.64,457.4,450.0,0.9838,0.775,0.9892,0.7543,23.96,31.76,7.4,27.0,1,reduced_speed,good,performance_loss,50.9,3,7.4,0.0,1,457.4,7.4,7.4,no,0.0,0.0,0.0,7.4,0.0,0.0,no,corrective,6.1,6.3,23,19,72.7,skilled,14.5,0.0,no,no,32.2,SUP-097,1911.0,4.39,0.96,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8089,98.4932,239.8,2.607,45.6,26.3,,8.3,100.7,6957.41,12906.97,52.22,0.0,13.05,100,740.0,161.05,49.6,268.7048
MFG-LINE-PLT-004-03,PLT-004,WC-025,SHF-PLT-004-20241005-1,2024-10-05,1,429.2,PRD-2024-SKU-06185,industrial_machinery,WO-2024-13002,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,137.154,6.858,118.51,182.58,136.5,148.47,0.05,WC-001,142.31,94.32,WC-005,110.06,193,134,133,1,0,1,26.07,27.09,0.9623,99.9508,134,0.6,1,-30.57,1.69,429.2,323.9,0.7547,0.9163,0.9925,0.6863,20.46,29.81,105.3,12.2,1,equipment_failure,average,availability_loss,15.5,1,105.3,0.0,6,71.5,17.5,47.4,yes,75.4,0.0,27.4,0.0,2.5,0.0,no,corrective,22.2,6.0,12,11,73.0,expert,5.0,0.9,no,no,45.0,SUP-122,492.0,4.8,1.1,1.24,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9508,97.9538,264.3,1.987,64.6,29.6,,8.7,111.0,2391.83,3963.26,38.72,0.0,9.68,100,10530.0,2115.68,48.5,86.7938
MFG-LINE-PLT-003-03,PLT-003,WC-028,SHF-PLT-003-20220816-2,2022-08-16,2,452.4,PRD-2022-SKU-03415,electronics_pcb,WO-2022-80514,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.82,0.641,12.13,26.51,13.07,13.88,0.05,WC-002,12.96,91.91,WC-003,0.0,2824,1489,1487,2,1,1,280.79,375.0,0.7488,99.897,1490,0.1,0,-47.27,13.15,434.4,300.2,0.6911,0.7937,0.9987,0.5477,16.52,30.17,134.2,387.0,2,equipment_failure,average,availability_loss,0.0,0,134.2,18.0,6,75.4,22.4,65.5,yes,0.0,43.3,17.7,0.0,7.6,65.5,yes,corrective,16.8,5.4,17,15,88.8,semi_skilled,9.7,0.0,no,no,13.8,SUP-141,1030.0,4.58,1.03,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.897,98.8138,1498.9,1.008,337.5,220.6,,7.5,629.5,4519.87,4035.55,7.37,7.37,1.84,150,20130.0,4035.21,55.4,13.1334
MFG-LINE-PLT-007-02,PLT-007,WC-048,SHF-PLT-007-20230621-2,2023-06-21,2,465.5,PRD-2023-SKU-06526,industrial_machinery,WO-2023-36750,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,404.834,48.58,362.22,723.66,441.37,484.99,0.12,WC-001,430.24,96.61,WC-002,389.29,120,45,44,1,0,1,8.88,15.54,0.5714,99.5185,45,2.1,7,-62.5,5.67,465.5,325.3,0.6988,0.534,0.9778,0.3649,11.79,32.32,140.2,39.3,1,reduced_speed,poor,performance_loss,21.1,1,140.2,0.0,9,51.7,15.6,42.0,yes,85.5,0.0,24.4,22.2,8.2,0.0,no,preventive,32.8,5.0,1,1,65.6,trainee,6.5,0.0,no,no,28.6,SUP-037,4815.0,4.09,0.86,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5185,97.2165,121.0,2.751,20.6,7.0,,8.2,50.8,167.9,360.89,32.57,0.0,8.14,100,14020.0,2812.14,74.3,45.3282
MFG-LINE-PLT-004-07,PLT-004,WC-018,SHF-PLT-004-20230713-2,2023-07-13,2,430.0,PRD-2023-SKU-05924,industrial_machinery,WO-2023-32935,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,229.181,11.459,216.17,609.48,229.99,248.09,0.05,WC-003,235.22,93.3,WC-005,211.13,129,85,84,1,0,1,15.59,18.05,0.8637,99.8519,85,4.5,17,-34.11,0.69,430.0,409.2,0.9516,0.6904,0.9882,0.6493,19.39,29.86,20.8,38.1,1,idling_minor_stops,average,performance_loss,82.0,2,20.8,0.0,1,430.0,20.8,20.8,no,0.0,0.0,0.0,0.0,0.0,20.8,no,corrective,22.9,5.1,20,17,81.4,multi_skilled,14.6,0.0,no,no,21.5,SUP-124,1481.0,4.47,0.99,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8519,98.2684,151.6,1.805,29.9,10.7,,8.8,63.7,2563.61,4295.48,81.72,0.0,20.43,100,2080.0,436.43,69.5,164.3487
MFG-LINE-PLT-005-01,PLT-005,WC-022,SHF-PLT-005-20210814-1,2021-08-14,1,424.2,PRD-2021-SKU-04478,automotive_body,WO-2021-29108,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.661,5.359,38.24,69.38,40.07,53.5,0.12,WC-002,46.55,94.75,WC-001,0.0,739,477,476,1,0,1,80.51,104.65,0.7693,99.9398,477,3.1,11,-35.45,33.66,424.2,366.8,0.8647,0.7456,0.9979,0.6434,18.95,29.46,57.4,162.8,1,idling_minor_stops,average,performance_loss,11.3,1,57.4,0.0,3,141.4,19.1,27.8,no,41.9,0.0,15.5,0.0,0.0,0.0,no,preventive,20.8,6.1,3,2,68.3,semi_skilled,14.7,0.0,no,no,58.3,SUP-179,602.0,4.74,1.08,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9398,97.9115,982.0,2.063,187.9,128.5,19.6,8.3,412.4,719.96,1710.44,28.41,0.0,7.1,200,11480.0,2303.1,27.0,33.5756
MFG-LINE-PLT-005-05,PLT-005,WC-017,SHF-PLT-005-20211024-1,2021-10-24,1,429.2,PRD-2021-SKU-04055,automotive_body,WO-2021-69637,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,67.614,2.028,64.01,150.1,67.35,70.96,0.03,WC-002,68.2,91.7,WC-001,8.59,422,346,345,1,0,1,53.18,59.02,0.9011,99.9846,346,3.3,9,-18.01,9.65,429.2,399.5,0.9308,0.8806,0.9971,0.8173,24.36,29.8,29.7,46.9,1,idling_minor_stops,good,performance_loss,9.1,1,29.7,0.0,1,429.2,29.7,29.7,no,29.7,0.0,0.0,0.0,0.0,0.0,no,predictive,23.7,6.9,6,5,64.3,skilled,2.5,1.3,no,no,63.1,SUP-060,154.0,5.11,1.2,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9846,97.9765,845.6,2.451,175.5,119.8,16.9,8.0,355.2,1125.17,2342.25,56.04,0.0,14.01,200,5940.0,1202.01,43.9,66.2529
MFG-LINE-PLT-010-03,PLT-010,WC-018,SHF-PLT-010-20240624-1,2024-06-24,1,455.2,PRD-2024-SKU-08276,industrial_machinery,WO-2024-93101,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.897,5.508,41.83,125.71,47.83,54.99,0.12,WC-010,49.48,98.0,WC-002,0.0,779,170,168,2,1,1,78.31,103.45,0.757,99.3767,171,0.2,0,-78.18,4.43,455.2,307.8,0.6762,0.3203,0.9882,0.2141,6.77,31.61,147.4,360.7,2,idling_minor_stops,poor,performance_loss,177.6,4,147.4,0.0,6,75.9,24.6,48.5,yes,130.8,12.4,0.0,0.0,4.2,0.0,no,predictive,29.1,3.9,6,5,73.6,semi_skilled,9.2,0.0,no,no,17.8,SUP-056,6233.0,4.0,0.83,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.3767,98.2423,613.4,3.651,128.0,79.6,,7.6,257.6,867.9,1169.84,27.48,27.48,6.87,100,14740.0,2982.35,74.8,39.9365
MFG-LINE-PLT-005-03,PLT-005,WC-026,SHF-PLT-005-20200919-1,2020-09-19,1,457.1,PRD-2020-SKU-03366,automotive_body,WO-2020-27087,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,58.962,2.948,53.22,121.76,58.91,63.83,0.05,WC-001,61.36,94.6,WC-002,0.0,484,118,117,1,0,1,60.57,63.6,0.9524,99.9808,118,0.1,0,-75.62,0.81,457.1,248.9,0.5445,0.4472,0.9915,0.2414,7.66,31.74,208.2,145.9,1,idling_minor_stops,poor,performance_loss,132.0,3,208.2,0.0,9,50.8,23.1,52.5,yes,93.3,100.2,14.7,0.0,0.0,0.0,no,corrective,32.9,5.4,22,19,82.4,expert,11.4,0.0,no,yes,11.9,SUP-170,192.0,5.05,1.18,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9808,99.8338,249.4,2.132,65.1,36.0,5.0,8.3,104.7,7292.0,12163.05,28.66,0.0,7.17,200,41640.0,8335.17,39.3,195.1874
MFG-LINE-PLT-005-04,PLT-005,WC-034,SHF-PLT-005-20220806-1,2022-08-06,1,436.3,PRD-2022-SKU-08058,automotive_body,WO-2022-22129,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.278,6.273,47.67,98.67,53.71,62.63,0.12,WC-001,54.96,95.58,WC-003,0.0,561,435,434,1,0,1,68.72,77.25,0.8896,99.9516,435,1.3,4,-22.46,3.98,436.3,379.8,0.8705,0.8895,0.9977,0.7726,23.41,30.3,56.5,54.0,1,setup_adjustment,good,availability_loss,0.0,0,56.5,0.0,2,218.2,28.3,48.1,yes,0.0,8.5,0.0,0.0,0.0,48.1,no,corrective,15.6,6.7,16,15,81.3,skilled,1.5,0.0,no,no,72.9,SUP-001,484.0,4.8,1.1,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9516,98.6338,1230.4,2.835,310.7,124.0,24.6,7.7,516.8,3207.03,6184.4,29.29,0.0,7.32,200,11300.0,2267.32,43.7,50.9967
MFG-LINE-PLT-004-05,PLT-004,WC-006,SHF-PLT-004-20230803-2,2023-08-03,2,459.3,PRD-2023-SKU-02388,industrial_machinery,WO-2023-87080,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,262.399,13.12,240.8,574.34,256.58,284.05,0.05,WC-008,274.61,95.14,WC-006,238.61,181,97,96,1,0,1,13.67,23.79,0.5746,99.6696,97,2.1,5,-46.41,0.74,459.3,425.8,0.9271,0.5745,0.9897,0.5271,16.81,31.9,33.5,71.8,1,idling_minor_stops,average,performance_loss,0.0,0,33.5,0.0,3,153.1,11.2,16.3,no,0.0,16.3,0.0,11.9,0.0,5.3,no,predictive,3.8,5.5,20,17,83.4,trainee,12.4,0.7,no,no,47.2,SUP-138,3304.0,4.22,0.91,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.6696,97.9875,351.1,3.657,79.8,30.0,,7.6,147.5,4899.08,11188.09,81.81,0.0,20.45,100,3350.0,690.45,61.3,250.2369
MFG-LINE-PLT-005-04,PLT-005,WC-014,SHF-PLT-005-20220219-3,2022-02-19,3,467.3,PRD-2022-SKU-08675,automotive_body,WO-2022-72462,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,57.81,6.937,50.56,102.12,55.31,69.26,0.12,WC-004,59.77,93.99,WC-001,0.0,601,427,426,1,0,1,62.16,77.25,0.8047,99.9306,427,1.4,5,-28.95,27.35,467.3,440.1,0.9418,0.7535,0.9977,0.708,22.98,32.45,27.2,139.7,1,reduced_speed,good,performance_loss,27.9,2,27.2,0.0,3,155.8,9.1,14.1,no,0.0,0.0,14.1,6.3,6.8,0.0,no,preventive,15.6,5.7,3,2,93.5,skilled,17.3,0.0,no,no,23.7,SUP-089,694.0,4.7,1.07,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9306,98.3048,771.5,1.811,141.0,61.5,15.4,8.6,324.0,716.51,1001.5,59.5,0.0,14.88,200,5440.0,1102.88,57.4,63.6726
MFG-LINE-PLT-007-02,PLT-007,WC-015,SHF-PLT-007-20210525-3,2021-05-25,3,470.1,PRD-2021-SKU-03142,industrial_machinery,WO-2021-42388,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,297.392,35.687,265.14,687.82,302.47,356.28,0.12,WC-001,313.28,95.77,WC-002,281.85,121,85,84,1,0,1,11.98,15.54,0.7709,99.8012,85,0.2,0,-29.75,0.67,470.1,425.8,0.9058,0.7706,0.9882,0.6898,22.52,32.64,44.3,25.3,1,idling_minor_stops,average,performance_loss,0.0,0,44.3,0.0,3,156.7,14.8,31.0,yes,31.0,0.0,0.0,8.3,5.0,0.0,no,corrective,32.8,5.0,19,16,63.4,skilled,11.3,0.0,no,no,73.2,SUP-062,1988.0,4.38,0.96,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8012,98.2734,299.0,3.559,60.2,15.3,,7.6,125.6,7143.89,8754.66,88.82,0.0,22.2,100,4430.0,908.2,67.2,279.1458
MFG-LINE-PLT-007-02,PLT-007,WC-032,SHF-PLT-007-20240606-2,2024-06-06,2,471.9,PRD-2024-SKU-05564,industrial_machinery,WO-2024-89830,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,396.314,47.558,356.14,1023.15,389.69,474.78,0.12,WC-001,385.63,88.46,WC-002,380.77,121,69,68,1,0,1,8.98,15.54,0.5779,99.1603,69,2.5,7,-42.98,0.41,431.4,420.3,0.9743,0.6336,0.9855,0.6084,18.23,29.96,11.1,39.9,1,idling_minor_stops,average,performance_loss,0.0,0,11.1,40.5,1,471.9,11.1,11.1,no,0.0,11.1,0.0,0.0,0.0,0.0,yes,corrective,32.8,4.8,22,21,61.7,trainee,1.0,0.0,no,no,24.6,SUP-058,8397.0,3.89,0.8,0.84,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.1603,96.5596,130.1,1.913,26.7,17.4,,8.7,54.6,7719.15,16839.14,73.93,0.0,18.48,100,1110.0,240.48,74.1,436.1685
MFG-LINE-PLT-010-04,PLT-010,WC-040,SHF-PLT-010-20200203-2,2020-02-03,2,479.2,PRD-2020-SKU-08024,industrial_machinery,WO-2020-64126,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,359.998,43.2,334.91,719.16,376.73,431.28,0.12,WC-004,374.5,94.57,WC-003,346.38,108,59,58,1,0,1,9.98,13.62,0.7327,99.7775,59,0.1,0,-45.37,7.26,479.2,435.8,0.9094,0.5963,0.9831,0.5331,17.74,33.28,43.4,39.9,1,reduced_speed,average,performance_loss,81.1,3,43.4,0.0,4,119.8,10.9,14.4,no,0.0,36.9,0.0,6.5,0.0,0.0,no,corrective,14.7,6.0,2,1,68.2,semi_skilled,5.1,1.4,no,no,27.7,SUP-081,2225.0,4.34,0.95,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7775,97.6149,270.9,4.67,50.3,18.1,,6.9,113.8,478.95,1007.47,78.0,0.0,19.5,100,4340.0,887.5,50.9,104.9728
MFG-LINE-PLT-008-02,PLT-008,WC-012,SHF-PLT-008-20200518-2,2020-05-18,2,423.9,PRD-2020-SKU-05594,medical_devices,WO-2020-41735,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.441,3.635,40.9,81.06,46.26,51.44,0.08,WC-003,47.5,95.03,WC-004,0.0,657,529,528,1,0,1,79.1,93.02,0.8504,99.9896,529,2.1,7,-19.48,5.75,423.9,401.3,0.9467,0.8503,0.9981,0.8035,23.65,29.44,22.6,93.1,1,idling_minor_stops,good,performance_loss,0.0,0,22.6,0.0,2,211.9,11.3,13.1,no,0.0,9.5,0.0,0.0,0.0,13.1,no,predictive,8.4,7.0,15,13,77.5,skilled,10.6,0.0,no,no,89.5,SUP-025,104.0,5.21,1.24,1.35,contamination,functional_failure,automated_vision,no,no,no,no,99.9896,98.5807,877.5,1.662,185.2,49.7,,7.2,368.6,4269.26,5495.41,21.19,0.0,5.3,250,5650.0,1135.3,62.2,39.7238
MFG-LINE-PLT-003-02,PLT-003,WC-030,SHF-PLT-003-20230410-2,2023-04-10,2,466.0,PRD-2023-SKU-09942,electronics_pcb,WO-2023-18984,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,48.749,5.85,43.65,144.16,47.98,58.4,0.12,WC-001,47.22,88.06,WC-001,0.0,763,382,380,2,1,1,73.85,98.63,0.7488,99.6223,383,2.0,6,-49.93,3.76,466.0,372.9,0.8002,0.6232,0.9948,0.4961,16.05,32.36,93.1,231.0,2,idling_minor_stops,poor,performance_loss,62.5,2,93.1,0.0,5,93.2,18.6,39.3,yes,39.3,6.9,32.5,0.0,0.0,14.6,no,preventive,24.8,5.6,16,13,79.1,semi_skilled,13.6,0.0,no,no,52.8,SUP-149,3777.0,4.17,0.89,0.91,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.6223,99.535,223.1,0.587,54.9,16.4,,8.5,93.7,6161.58,12762.87,20.08,20.08,5.02,150,13965.0,2818.1,52.5,69.9869
MFG-LINE-PLT-004-05,PLT-004,WC-047,SHF-PLT-004-20220519-2,2022-05-19,2,470.5,PRD-2022-SKU-07469,industrial_machinery,WO-2022-64099,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,164.931,8.247,142.28,484.12,166.46,178.54,0.05,WC-005,171.0,94.26,WC-003,141.14,186,171,170,1,0,1,21.81,23.79,0.9168,99.9161,171,1.3,4,-8.06,1.81,470.5,470.5,1.0,0.9166,0.9942,0.9112,29.77,32.67,0.0,15.6,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,470.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,6.7,14,12,81.2,expert,10.2,1.5,no,no,36.8,SUP-059,839.0,4.64,1.05,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9161,97.5308,520.4,3.061,121.2,61.1,,8.0,218.6,3276.37,4817.24,42.75,0.0,10.69,100,0.0,10.69,36.7,90.6109
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20200626-3,2020-06-26,3,445.5,PRD-2020-SKU-01165,industrial_machinery,WO-2020-86770,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.723,5.967,44.12,69.97,49.41,59.57,0.12,WC-005,57.34,99.9,WC-004,0.0,764,530,527,3,1,2,72.38,103.45,0.6997,99.5102,531,3.7,7,-30.63,23.66,445.5,439.3,0.9861,0.6997,0.9943,0.6861,21.23,30.94,6.2,227.5,3,idling_minor_stops,average,performance_loss,0.0,0,6.2,0.0,1,445.5,6.2,6.2,no,0.0,0.0,6.2,0.0,0.0,0.0,no,preventive,29.1,6.2,4,3,74.7,semi_skilled,3.5,0.0,no,no,43.0,SUP-164,4898.0,4.08,0.86,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5102,96.7137,1047.1,1.987,207.1,54.6,,8.7,439.8,862.81,973.83,90.34,90.34,45.17,100,620.0,259.51,50.8,94.3394
MFG-LINE-PLT-005-03,PLT-005,WC-034,SHF-PLT-005-20240508-3,2024-05-08,3,449.3,PRD-2024-SKU-09750,automotive_body,WO-2024-58752,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,80.43,4.022,74.14,234.75,81.25,87.07,0.05,WC-002,80.67,91.18,WC-001,16.83,476,215,214,1,0,1,44.64,63.6,0.7019,99.9753,215,3.1,11,-54.83,1.59,449.3,388.5,0.8647,0.5221,0.9953,0.4493,14.02,31.2,60.8,196.8,1,idling_minor_stops,poor,performance_loss,99.5,3,60.8,0.0,4,112.3,15.2,23.7,no,6.6,42.7,11.5,0.0,0.0,0.0,no,preventive,32.9,5.3,24,18,82.2,semi_skilled,21.8,0.0,no,no,75.8,SUP-056,247.0,4.98,1.16,1.19,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9753,99.659,494.3,2.31,112.4,26.6,9.9,8.2,207.6,6723.58,15917.99,44.23,0.0,11.06,200,12160.0,2443.06,25.7,150.2384
MFG-LINE-PLT-004-05,PLT-004,WC-043,SHF-PLT-004-20210317-2,2021-03-17,2,442.7,PRD-2021-SKU-04498,industrial_machinery,WO-2021-63363,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,203.969,10.198,175.37,596.17,209.27,220.8,0.05,WC-002,211.99,94.48,WC-009,180.18,175,127,126,1,0,1,17.53,23.79,0.7369,99.8965,127,3.2,11,-27.43,0.95,442.7,442.7,1.0,0.7234,0.9921,0.7177,22.07,30.74,0.0,48.6,1,reduced_speed,good,performance_loss,8.1,1,0.0,0.0,0,442.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,6.0,21,18,77.5,semi_skilled,13.5,1.4,no,no,19.6,SUP-101,1035.0,4.58,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8965,99.0149,501.2,3.978,127.1,36.4,,7.3,210.5,4908.75,8869.49,22.53,0.0,5.63,100,0.0,5.63,40.6,132.0599
MFG-LINE-PLT-003-04,PLT-003,WC-016,SHF-PLT-003-20210929-2,2021-09-29,2,470.5,PRD-2021-SKU-02278,electronics_pcb,WO-2021-13150,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.224,1.661,29.96,91.18,33.36,35.96,0.05,WC-004,34.06,93.2,WC-005,0.0,1041,599,598,1,0,1,108.2,132.84,0.8145,99.948,599,0.2,0,-42.46,3.47,470.5,341.7,0.7263,0.7917,0.9983,0.574,18.76,32.67,128.8,157.6,1,setup_adjustment,average,availability_loss,9.6,1,128.8,0.0,8,58.8,16.1,26.5,no,85.6,37.0,0.0,6.2,0.0,0.0,no,preventive,11.0,5.2,23,22,80.7,skilled,1.2,0.0,no,no,60.3,SUP-013,520.0,4.78,1.09,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.948,99.8314,617.1,1.032,116.7,37.7,,7.4,259.2,9883.13,24633.11,15.85,0.0,3.96,150,19320.0,3867.96,56.2,73.596
MFG-LINE-PLT-005-05,PLT-005,WC-032,SHF-PLT-005-20220811-3,2022-08-11,3,433.4,PRD-2022-SKU-06137,automotive_body,WO-2022-80689,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,75.257,2.258,69.32,112.83,75.51,78.98,0.03,WC-001,76.29,92.16,WC-003,16.24,426,159,158,1,0,1,47.74,59.02,0.8089,99.9868,159,1.1,3,-62.68,1.15,433.4,306.0,0.7061,0.5282,0.9937,0.3706,11.16,30.1,127.4,142.0,1,reduced_speed,poor,performance_loss,106.2,3,127.4,0.0,2,216.7,63.7,105.7,yes,105.7,0.0,0.0,0.0,0.0,21.7,no,predictive,23.7,8.6,20,19,75.4,skilled,4.1,1.1,no,no,67.4,SUP-151,132.0,5.15,1.22,1.37,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9868,98.5651,226.6,1.434,45.6,30.6,4.5,8.9,95.2,2808.32,2733.26,33.12,0.0,8.28,200,25480.0,5104.28,39.4,68.4029
MFG-LINE-PLT-003-05,PLT-003,WC-013,SHF-PLT-003-20240103-1,2024-01-03,1,428.4,PRD-2024-SKU-09707,electronics_pcb,WO-2024-59334,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.636,5.236,38.78,105.08,42.1,52.28,0.12,WC-003,45.78,95.38,WC-005,0.0,653,517,514,3,1,2,82.48,92.07,0.8958,99.461,518,0.4,1,-20.83,4.8,428.4,376.1,0.8779,0.8958,0.9942,0.7819,23.26,29.75,52.3,60.1,3,equipment_failure,good,availability_loss,0.0,0,52.3,0.0,3,142.8,17.4,36.9,yes,36.9,7.9,0.0,7.5,0.0,0.0,no,corrective,2.5,6.2,18,15,88.7,skilled,14.9,0.0,no,no,83.4,SUP-073,5390.0,4.05,0.85,0.95,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.461,98.5956,247.7,0.482,63.6,36.5,,8.8,104.0,5940.45,7507.43,14.41,14.41,7.21,150,7845.0,1590.62,43.2,40.6573
MFG-LINE-PLT-005-02,PLT-005,WC-007,SHF-PLT-005-20220525-2,2022-05-25,2,459.4,PRD-2022-SKU-09568,automotive_body,WO-2022-50173,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.467,4.357,47.89,106.66,54.05,61.66,0.08,WC-006,55.93,93.35,WC-005,0.0,580,327,326,1,0,1,66.09,75.79,0.872,99.9697,327,0.0,0,-43.62,3.28,459.4,320.6,0.6979,0.8075,0.9969,0.5618,17.92,31.9,138.8,78.0,1,setup_adjustment,average,availability_loss,23.7,1,138.8,0.0,2,229.7,69.4,112.3,yes,138.8,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,8.0,14,13,76.1,skilled,1.8,0.0,no,no,59.3,SUP-187,303.0,4.93,1.14,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9697,99.5737,624.3,1.915,107.6,72.4,12.5,8.5,262.2,5099.46,9639.07,44.6,0.0,11.15,200,27760.0,5563.15,58.8,89.947
MFG-LINE-PLT-003-03,PLT-003,WC-014,SHF-PLT-003-20240624-2,2024-06-24,2,476.0,PRD-2024-SKU-04683,electronics_pcb,WO-2024-46816,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.574,0.579,10.94,30.1,11.55,12.53,0.05,WC-003,12.03,94.53,WC-002,0.0,2973,2240,2239,1,0,1,310.95,375.0,0.8292,99.9603,2240,0.9,3,-24.66,70.55,476.0,432.2,0.908,0.8292,0.9996,0.7526,24.88,33.06,43.8,461.4,1,idling_minor_stops,good,performance_loss,0.0,0,43.8,0.0,5,95.2,8.8,16.5,no,0.0,16.5,8.0,15.2,4.1,0.0,no,corrective,16.8,5.1,5,4,92.9,skilled,7.5,0.0,yes,no,67.8,SUP-056,397.0,4.85,1.12,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9603,98.6625,1099.3,0.491,260.3,109.2,,8.8,461.7,629.85,1029.07,14.26,0.0,3.56,150,6570.0,1317.56,37.7,15.0073
MFG-LINE-PLT-004-07,PLT-004,WC-032,SHF-PLT-004-20210525-1,2021-05-25,1,424.1,PRD-2021-SKU-02714,industrial_machinery,WO-2021-94169,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,212.707,10.635,187.13,303.18,210.12,230.25,0.05,WC-002,215.94,92.29,WC-001,194.66,127,101,100,1,0,1,16.92,18.05,0.9374,99.9573,101,0.3,0,-20.47,1.77,424.1,388.1,0.9151,0.8648,0.9901,0.7836,23.08,29.45,36.0,15.8,1,idling_minor_stops,good,performance_loss,29.9,1,36.0,0.0,4,106.0,9.0,14.6,no,9.4,9.7,14.6,2.3,0.0,0.0,no,corrective,22.9,5.8,10,8,85.9,expert,10.3,0.0,no,no,31.3,SUP-176,427.0,4.83,1.11,1.26,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9573,99.3049,162.1,1.621,43.8,20.5,,8.9,68.1,2381.93,5883.63,44.09,0.0,11.02,100,3600.0,731.02,38.0,127.1865
MFG-LINE-PLT-004-05,PLT-004,WC-020,SHF-PLT-004-20220226-2,2022-02-26,2,421.9,PRD-2022-SKU-01123,industrial_machinery,WO-2022-38391,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,178.091,8.905,164.23,291.82,178.96,192.78,0.05,WC-009,184.53,94.2,WC-005,154.3,166,125,124,1,0,1,20.15,23.79,0.847,99.5728,125,2.0,6,-24.7,1.04,421.9,393.7,0.9332,0.8006,0.992,0.7411,21.72,29.3,28.2,31.1,1,reduced_speed,good,performance_loss,21.5,2,28.2,0.0,2,211.0,14.1,23.6,no,0.0,23.6,0.0,0.0,4.6,0.0,no,corrective,3.8,7.2,19,17,79.6,skilled,10.5,0.0,no,no,29.4,SUP-143,4272.0,4.13,0.88,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.5728,99.4165,420.2,3.389,100.6,50.8,,7.7,176.5,6380.69,15880.3,34.59,0.0,8.65,100,2820.0,572.65,35.4,214.3931
MFG-LINE-PLT-005-05,PLT-005,WC-046,SHF-PLT-005-20241214-1,2024-12-14,1,474.8,PRD-2024-SKU-01296,automotive_body,WO-2024-15752,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,64.852,1.946,60.72,157.16,65.08,68.06,0.03,WC-003,65.33,91.58,WC-001,5.83,466,415,414,1,0,1,55.45,59.02,0.9395,99.99,415,0.0,0,-10.94,10.46,474.8,449.1,0.9459,0.9396,0.9976,0.8866,29.23,32.97,25.7,26.7,1,reduced_speed,world_class,performance_loss,0.0,0,25.7,0.0,2,237.4,12.8,16.4,no,0.0,25.7,0.0,0.0,0.0,0.0,no,preventive,23.7,4.2,6,5,74.1,expert,7.3,0.9,no,no,63.7,SUP-083,46.0,5.41,1.3,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.6385,765.1,1.848,138.1,75.0,15.3,8.5,321.3,1458.16,1664.36,13.7,0.0,3.42,200,5140.0,1031.42,29.4,21.2754
MFG-LINE-PLT-010-03,PLT-010,WC-044,SHF-PLT-010-20201009-3,2020-10-09,3,453.6,PRD-2020-SKU-05535,industrial_machinery,WO-2020-20159,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,62.177,7.461,57.85,125.65,63.27,74.49,0.12,WC-004,67.91,99.29,WC-005,0.0,775,329,326,3,1,2,57.89,103.45,0.5596,99.1876,330,4.9,13,-57.55,3.32,453.6,341.0,0.7518,0.5596,0.9909,0.4168,13.13,31.5,112.6,258.9,3,idling_minor_stops,poor,performance_loss,0.0,0,112.6,0.0,4,113.4,28.2,52.1,yes,75.3,0.0,37.3,0.0,0.0,0.0,no,preventive,29.1,5.1,17,13,61.2,trainee,23.0,0.0,no,no,29.9,SUP-148,8124.0,3.9,0.8,0.86,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.1876,98.7005,1128.0,3.46,255.4,162.1,,7.7,473.8,6102.38,11954.07,105.91,105.91,52.95,100,11260.0,2410.86,32.9,162.2725
MFG-LINE-PLT-002-02,PLT-002,WC-034,SHF-PLT-002-20200711-2,2020-07-11,2,446.9,PRD-2020-SKU-01487,electronics_pcb,WO-2020-02125,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.156,0.425,12.33,23.5,13.99,14.86,0.03,WC-003,14.49,93.03,WC-004,0.0,2094,1798,1797,1,0,1,254.2,281.25,0.9038,99.9794,1798,0.7,2,-14.14,10.97,446.9,424.4,0.9497,0.9038,0.9994,0.8578,26.62,31.03,22.5,191.4,1,idling_minor_stops,world_class,performance_loss,0.0,0,22.5,0.0,2,223.4,11.2,11.4,no,0.0,11.4,0.0,0.0,11.1,0.0,no,preventive,2.0,7.1,23,22,81.5,multi_skilled,4.0,0.0,no,no,34.9,SUP-106,206.0,5.03,1.18,1.32,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9794,98.1418,1931.8,1.075,488.7,171.8,,7.3,811.4,4367.91,8930.52,4.81,0.0,1.2,150,3375.0,676.2,56.3,12.213
MFG-LINE-PLT-005-04,PLT-005,WC-022,SHF-PLT-005-20230923-3,2023-09-23,3,453.6,PRD-2023-SKU-06651,automotive_body,WO-2023-22294,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,59.543,7.145,52.22,121.66,61.33,71.33,0.12,WC-001,59.76,91.24,WC-003,0.0,583,413,412,1,0,1,60.34,77.25,0.7811,99.9554,413,0.6,1,-29.16,18.17,453.6,410.7,0.9054,0.7811,0.9976,0.7055,22.22,31.5,42.9,115.7,1,reduced_speed,good,performance_loss,0.0,0,42.9,0.0,4,113.4,10.7,16.1,no,14.0,16.1,0.0,12.8,0.0,0.0,no,corrective,15.6,5.4,4,3,70.6,skilled,15.7,0.0,no,yes,14.4,SUP-181,446.0,4.82,1.11,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9554,98.1901,688.5,1.671,162.7,45.6,13.8,8.7,289.2,1468.05,2846.39,55.8,0.0,13.95,200,8580.0,1729.95,35.5,66.4074
MFG-LINE-PLT-010-03,PLT-010,WC-002,SHF-PLT-010-20221110-2,2022-11-10,2,441.6,PRD-2022-SKU-05796,industrial_machinery,WO-2022-80004,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,42.123,5.055,39.87,102.53,43.04,50.46,0.12,WC-008,45.59,98.4,WC-010,0.0,759,518,516,2,0,2,85.38,103.45,0.8253,99.7106,518,1.2,3,-31.75,5.01,441.6,379.8,0.86,0.7911,0.9961,0.6777,20.78,30.67,61.8,136.8,2,reduced_speed,average,performance_loss,15.7,1,61.8,0.0,2,220.8,30.9,55.1,yes,55.1,0.0,0.0,6.7,0.0,0.0,no,corrective,29.1,5.8,15,14,94.7,skilled,4.0,0.0,no,no,81.7,SUP-143,2894.0,4.26,0.92,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7106,97.0749,1690.4,3.276,415.5,180.2,,7.8,710.0,3014.49,4417.81,89.2,0.0,44.6,100,6180.0,1280.6,69.1,103.9494
MFG-LINE-PLT-002-01,PLT-002,WC-030,SHF-PLT-002-20220318-1,2022-03-18,1,460.6,PRD-2022-SKU-02753,electronics_pcb,WO-2022-26124,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.981,2.449,45.18,112.01,48.49,53.02,0.05,WC-001,49.37,91.64,WC-002,0.0,725,401,400,1,0,1,73.38,94.49,0.7766,99.9495,401,0.1,0,-44.69,3.47,460.6,354.1,0.7688,0.719,0.9975,0.5514,17.64,31.99,106.5,156.7,1,reduced_speed,average,performance_loss,26.3,1,106.5,0.0,6,76.8,17.7,31.0,yes,0.0,59.8,9.2,0.0,6.5,31.0,no,corrective,26.7,5.6,17,15,78.1,semi_skilled,7.6,0.0,no,no,53.7,SUP-137,505.0,4.79,1.1,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9495,98.7256,465.6,1.164,109.0,62.1,,7.1,195.6,6413.56,10617.12,13.74,0.0,3.44,150,15975.0,3198.44,35.1,56.351
MFG-LINE-PLT-004-07,PLT-004,WC-017,SHF-PLT-004-20230506-1,2023-05-06,1,477.2,PRD-2023-SKU-04811,industrial_machinery,WO-2023-64319,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,219.681,10.984,200.31,378.58,216.99,237.8,0.05,WC-001,226.51,93.74,WC-002,201.63,143,113,112,1,0,1,16.28,18.05,0.9019,99.9286,113,0.0,0,-20.98,0.67,477.2,416.4,0.8726,0.9018,0.9912,0.7799,25.85,33.14,60.8,12.3,1,equipment_failure,good,availability_loss,0.0,0,60.8,0.0,5,95.4,12.2,20.0,no,0.0,48.1,0.0,12.7,0.0,0.0,no,preventive,22.9,7.2,24,21,64.0,skilled,10.8,0.0,no,no,43.7,SUP-087,714.0,4.69,1.06,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9286,99.7784,285.0,2.545,51.0,34.4,,8.3,119.7,8644.01,15472.87,36.69,0.0,9.17,100,6080.0,1225.17,36.4,252.3469
MFG-LINE-PLT-004-02,PLT-004,WC-028,SHF-PLT-004-20221130-1,2022-11-30,1,455.1,PRD-2022-SKU-04742,industrial_machinery,WO-2022-49827,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,250.497,47.344,229.15,568.26,247.7,328.61,0.189,WC-001,268.51,97.45,WC-002,234.5,121,74,73,1,0,1,14.21,16.0,0.8881,99.761,74,1.7,5,-38.84,0.53,455.1,354.6,0.7792,0.7826,0.9865,0.6015,19.01,31.6,100.5,20.6,1,setup_adjustment,average,availability_loss,42.2,1,100.5,0.0,3,151.7,33.5,46.3,yes,85.2,0.0,0.0,0.0,0.0,15.3,no,preventive,6.1,6.9,20,18,70.1,skilled,6.8,0.0,no,no,63.5,SUP-042,2390.0,4.32,0.94,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.761,97.7675,159.1,2.179,28.1,13.7,,8.5,66.8,8309.04,10125.51,38.78,0.0,9.7,100,10050.0,2019.7,63.3,291.8393
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20210409-3,2021-04-09,3,437.1,PRD-2021-SKU-05994,electronics_pcb,WO-2021-67730,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,28.569,1.428,26.11,47.57,29.25,30.93,0.05,WC-010,30.26,96.28,WC-006,0.0,1278,794,793,1,0,1,125.99,175.61,0.7174,99.913,794,3.4,8,-37.87,7.77,437.1,378.1,0.865,0.7174,0.9987,0.6198,18.82,30.36,59.0,312.8,1,reduced_speed,average,performance_loss,0.0,0,59.0,0.0,4,109.3,14.7,43.6,yes,43.6,0.0,0.0,10.9,4.5,0.0,no,predictive,24.0,5.6,17,14,75.6,semi_skilled,16.7,0.0,no,no,76.0,SUP-025,870.0,4.63,1.04,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.913,99.5633,27.0,0.034,6.7,3.7,,9.9,11.3,2116.95,3943.65,11.0,0.0,2.75,150,8850.0,1772.75,49.4,18.6565
MFG-LINE-PLT-003-02,PLT-003,WC-032,SHF-PLT-003-20220917-1,2022-09-17,1,445.8,PRD-2022-SKU-09473,electronics_pcb,WO-2022-86019,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.22,5.066,39.21,67.11,43.19,50.58,0.12,WC-001,41.07,88.44,WC-001,0.0,731,498,497,1,0,1,85.26,98.63,0.8644,99.8763,498,0.6,1,-31.87,5.15,445.8,377.2,0.8461,0.8032,0.998,0.6782,20.99,30.96,68.6,122.0,1,idling_minor_stops,average,performance_loss,26.7,1,68.6,0.0,4,111.4,17.1,29.3,no,60.1,0.0,8.5,0.0,0.0,0.0,no,corrective,24.8,5.3,14,13,88.6,skilled,0.7,0.9,no,yes,15.3,SUP-072,1237.0,4.53,1.01,1.04,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8763,98.2182,414.5,0.834,94.2,23.6,,7.9,174.1,3751.18,4964.26,11.85,0.0,2.96,150,10290.0,2060.96,65.3,29.4099
MFG-LINE-PLT-010-01,PLT-010,WC-006,SHF-PLT-010-20241211-3,2024-12-11,3,443.9,PRD-2024-SKU-09601,industrial_machinery,WO-2024-97016,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,391.104,31.288,337.47,770.24,396.81,442.73,0.08,WC-001,404.69,94.07,WC-002,378.23,95,53,52,1,0,1,9.2,12.87,0.7148,99.7856,53,2.9,8,-44.21,0.47,443.9,345.6,0.7786,0.7149,0.9811,0.5461,16.83,30.83,98.3,21.1,1,idling_minor_stops,average,performance_loss,0.0,0,98.3,0.0,5,88.8,19.7,36.0,yes,66.4,0.0,9.9,14.9,7.1,0.0,no,predictive,19.7,6.6,17,15,62.1,semi_skilled,8.2,0.0,no,no,32.1,SUP-174,2144.0,4.36,0.95,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7856,97.2146,210.5,4.049,51.9,24.9,,7.3,88.4,2948.18,4988.16,48.58,0.0,12.14,100,9830.0,1978.14,55.8,202.1362
MFG-LINE-PLT-003-04,PLT-003,WC-049,SHF-PLT-003-20210620-3,2021-06-20,3,452.5,PRD-2021-SKU-04720,electronics_pcb,WO-2021-12422,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.069,1.653,29.12,50.01,32.89,35.8,0.05,WC-007,33.59,92.35,WC-006,0.0,1001,798,797,1,0,1,108.73,132.84,0.8185,99.9334,798,0.7,2,-20.28,5.28,452.5,452.5,1.0,0.7966,0.9987,0.7956,25.0,31.42,0.0,203.8,1,reduced_speed,good,performance_loss,12.1,1,0.0,0.0,0,452.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,11.0,6.3,21,20,89.3,skilled,3.6,0.0,no,yes,82.2,SUP-179,666.0,4.71,1.07,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9334,98.0849,251.1,0.315,52.4,36.4,,9.2,105.5,5303.74,10209.34,8.91,0.0,2.23,150,0.0,2.23,39.1,28.3855
MFG-LINE-PLT-007-01,PLT-007,WC-004,SHF-PLT-007-20200421-1,2020-04-21,1,441.5,PRD-2020-SKU-06239,industrial_machinery,WO-2020-86109,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,194.628,5.839,178.73,386.35,195.95,204.26,0.03,WC-010,197.79,92.38,WC-012,173.47,155,132,131,1,0,1,18.4,21.16,0.8696,99.9773,132,0.4,1,-14.84,1.62,441.5,430.5,0.9751,0.8692,0.9924,0.8411,25.79,30.66,11.0,19.9,1,idling_minor_stops,good,performance_loss,0.0,0,11.0,0.0,1,441.5,11.0,11.0,no,0.0,0.0,0.0,0.0,0.0,11.0,no,corrective,27.1,5.2,12,11,60.3,skilled,1.8,0.0,no,yes,37.1,SUP-184,227.0,5.01,1.17,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9773,99.1068,371.6,2.837,93.0,39.8,,8.1,156.1,2170.83,1873.51,68.49,0.0,17.12,100,1100.0,237.12,28.0,99.8856
MFG-LINE-PLT-003-02,PLT-003,WC-001,SHF-PLT-003-20210618-3,2021-06-18,3,469.4,PRD-2021-SKU-02150,electronics_pcb,WO-2021-30852,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.126,5.535,42.72,85.65,43.66,55.26,0.12,WC-001,39.69,78.23,WC-001,0.0,770,469,468,1,0,1,77.94,98.63,0.7902,99.8399,469,0.5,1,-39.09,4.6,469.4,361.1,0.7693,0.7902,0.9979,0.6066,19.77,32.59,108.3,124.5,1,equipment_failure,average,availability_loss,0.0,0,108.3,0.0,5,93.9,21.7,46.6,yes,73.9,26.0,0.0,8.4,0.0,0.0,no,corrective,24.8,6.1,15,13,67.4,skilled,9.7,0.1,no,yes,41.4,SUP-178,1601.0,4.45,0.98,1.1,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8399,97.0936,365.5,0.781,76.6,51.5,,8.0,153.5,5095.96,9168.94,12.65,0.0,3.16,150,16245.0,3252.16,62.0,43.1576
MFG-LINE-PLT-003-03,PLT-003,WC-021,SHF-PLT-003-20220614-1,2022-06-14,1,443.3,PRD-2022-SKU-08086,electronics_pcb,WO-2022-52430,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.003,0.5,8.96,12.85,9.99,10.83,0.05,WC-001,10.12,91.97,WC-002,0.0,2769,2632,2631,1,0,1,359.8,375.0,0.9595,99.9672,2632,0.1,0,-4.95,59.35,443.3,438.9,0.9901,0.9595,0.9996,0.9496,29.23,30.79,4.4,111.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,4.4,0.0,1,443.3,4.4,4.4,no,0.0,0.0,4.4,0.0,0.0,0.0,no,preventive,16.8,6.0,7,6,68.9,expert,3.9,0.0,no,no,51.3,SUP-184,328.0,4.91,1.14,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9672,97.1149,1870.6,0.711,458.7,147.5,,8.2,785.7,1277.76,1233.97,28.94,0.0,7.24,150,660.0,139.24,54.2,29.9057
MFG-LINE-PLT-009-02,PLT-009,WC-014,SHF-PLT-009-20240126-3,2024-01-26,3,471.7,PRD-2024-SKU-07197,automotive_body,WO-2024-15312,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,45.114,2.256,41.19,79.03,44.33,48.84,0.05,WC-003,44.7,90.08,WC-001,0.0,857,579,578,1,0,1,79.79,109.09,0.7314,99.9643,579,3.2,10,-32.44,5.25,471.7,435.4,0.923,0.7314,0.9983,0.6739,22.08,32.76,36.3,212.6,1,reduced_speed,average,performance_loss,0.0,0,36.3,0.0,2,235.9,18.1,25.5,no,25.5,0.0,0.0,0.0,10.8,0.0,no,corrective,14.2,6.8,15,14,64.4,semi_skilled,3.0,0.0,no,no,27.4,SUP-025,357.0,4.88,1.13,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9643,97.1971,1538.6,2.662,285.1,193.3,30.8,7.9,646.2,3049.7,5764.14,46.73,0.0,11.68,200,7260.0,1463.68,65.4,62.0597
MFG-LINE-PLT-010-01,PLT-010,WC-011,SHF-PLT-010-20220627-1,2022-06-27,1,438.4,PRD-2022-SKU-07001,industrial_machinery,WO-2022-34758,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,466.735,37.339,423.18,702.71,440.03,528.34,0.08,WC-003,478.71,93.24,WC-001,453.87,93,38,37,1,0,1,7.62,12.87,0.5921,99.7678,38,2.5,5,-59.14,0.39,438.4,299.3,0.6827,0.5919,0.9737,0.3935,11.98,30.44,139.1,26.2,1,reduced_speed,poor,performance_loss,0.0,0,139.1,0.0,6,73.1,23.2,33.4,yes,23.5,28.9,30.6,0.0,0.0,56.0,no,preventive,19.7,4.4,14,13,91.8,trainee,2.3,0.0,no,no,14.1,SUP-024,2322.0,4.33,0.94,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7678,97.9453,134.8,3.644,28.2,16.5,,7.6,56.6,4655.78,3941.27,26.18,0.0,6.54,100,13910.0,2788.54,59.5,259.2403
MFG-LINE-PLT-004-04,PLT-004,WC-010,SHF-PLT-004-20240929-1,2024-09-29,1,426.4,PRD-2024-SKU-09873,industrial_machinery,WO-2024-81971,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,368.088,78.587,325.01,701.99,319.42,497.76,0.213,WC-002,361.63,89.32,WC-001,355.66,87,62,61,1,0,1,9.66,12.43,0.7772,99.4375,62,3.4,8,-28.74,0.78,426.4,408.5,0.958,0.7327,0.9839,0.6907,20.45,29.61,17.9,22.6,1,reduced_speed,average,performance_loss,23.6,2,17.9,0.0,2,213.2,8.9,12.0,no,0.0,0.0,5.9,12.0,0.0,0.0,no,corrective,24.6,5.7,12,11,71.2,semi_skilled,3.3,0.8,no,no,78.3,SUP-026,5625.0,4.03,0.84,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4375,98.5269,217.6,3.568,58.1,25.6,,7.6,91.4,3311.3,5643.2,74.46,0.0,18.61,100,1790.0,376.61,60.0,222.4757
MFG-LINE-PLT-001-02,PLT-001,WC-040,SHF-PLT-001-20210412-2,2021-04-12,2,462.7,PRD-2021-SKU-01735,pharmaceutical,WO-2021-97098,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,68.487,14.622,62.46,105.86,66.84,92.61,0.213,WC-005,76.75,99.9,WC-003,0.0,543,372,370,2,0,2,52.5,70.87,0.7408,99.544,372,0.8,2,-31.49,6.85,462.7,425.2,0.919,0.7408,0.9946,0.6771,21.76,32.13,37.5,130.2,2,reduced_speed,average,performance_loss,0.0,0,37.5,0.0,5,92.5,7.5,12.3,no,0.0,0.0,11.1,0.0,14.2,12.3,no,corrective,22.7,5.9,8,7,71.4,semi_skilled,9.7,0.0,no,no,82.1,SUP-062,4560.0,4.11,0.87,0.99,contamination,labelling,100pct_manual,yes,no,no,no,99.544,99.0967,728.9,1.97,145.3,67.4,,7.4,306.1,3295.26,5691.04,7.33,0.0,3.67,300,11250.0,2253.67,29.9,31.6569
MFG-LINE-PLT-004-01,PLT-004,WC-004,SHF-PLT-004-20200212-1,2020-02-12,1,437.5,PRD-2020-SKU-01819,industrial_machinery,WO-2020-00560,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,238.142,11.907,222.28,622.35,240.85,257.79,0.05,WC-007,244.62,93.38,WC-001,220.95,125,78,77,1,0,1,14.99,17.19,0.872,99.9077,78,13.9,29,-37.6,0.53,437.5,312.2,0.7136,0.8719,0.9872,0.6142,18.66,30.38,125.3,11.5,1,setup_adjustment,average,availability_loss,0.0,0,125.3,0.0,5,87.5,25.1,62.4,yes,80.5,11.6,0.0,7.1,0.0,26.2,no,predictive,28.6,4.5,21,20,63.5,skilled,3.0,0.0,no,no,80.3,SUP-187,923.0,4.61,1.04,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9077,97.2071,188.9,2.453,40.6,12.0,,8.4,79.3,7255.58,12067.13,25.26,0.0,6.32,100,12530.0,2512.32,56.5,276.5323
MFG-LINE-PLT-010-01,PLT-010,WC-013,SHF-PLT-010-20241230-2,2024-12-30,2,444.7,PRD-2024-SKU-09351,industrial_machinery,WO-2024-78382,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,371.541,29.723,350.92,967.66,374.57,420.58,0.08,WC-002,383.33,93.79,WC-004,358.67,95,65,64,1,0,1,9.67,12.87,0.7514,99.7972,65,3.4,8,-31.58,0.43,444.7,403.5,0.9073,0.751,0.9846,0.671,20.72,30.88,41.2,21.6,1,reduced_speed,average,performance_loss,0.0,0,41.2,0.0,2,222.3,20.6,20.7,no,0.0,20.5,0.0,0.0,0.0,20.7,no,preventive,19.7,7.1,24,20,79.8,semi_skilled,14.0,0.0,no,no,11.9,SUP-137,2028.0,4.37,0.96,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7972,98.7175,90.2,1.41,21.4,6.5,,9.1,37.9,4031.5,5333.06,48.9,0.0,12.22,100,4120.0,836.22,32.1,195.9853
MFG-LINE-PLT-010-04,PLT-010,WC-036,SHF-PLT-010-20240203-1,2024-02-03,1,457.7,PRD-2024-SKU-03399,industrial_machinery,WO-2024-27774,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,294.865,35.384,278.9,706.39,298.86,353.25,0.12,WC-008,323.72,99.81,WC-001,281.25,103,85,84,1,0,1,12.1,13.62,0.8884,99.8369,85,1.0,2,-17.48,2.75,457.7,421.5,0.9209,0.8884,0.9882,0.8085,25.7,31.78,36.2,10.7,1,idling_minor_stops,good,performance_loss,0.0,0,36.2,0.0,2,228.8,18.1,31.7,yes,31.7,0.0,0.0,0.0,4.5,0.0,no,preventive,14.7,6.7,5,4,73.6,skilled,14.9,0.0,no,no,51.8,SUP-061,1631.0,4.44,0.98,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8369,96.8772,213.2,2.538,46.9,26.5,,8.3,89.5,1792.95,3765.51,48.81,0.0,12.2,100,3620.0,736.2,66.3,115.5632
MFG-LINE-PLT-008-02,PLT-008,WC-010,SHF-PLT-008-20220309-2,2022-03-09,2,450.6,PRD-2022-SKU-03666,medical_devices,WO-2022-00909,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.12,4.09,46.7,110.99,50.52,57.87,0.08,WC-006,51.36,91.33,WC-003,0.0,698,417,416,1,0,1,70.32,93.02,0.756,99.9835,417,8.7,25,-40.26,27.7,450.6,445.2,0.988,0.6041,0.9976,0.5955,18.63,31.29,5.4,273.3,1,idling_minor_stops,average,performance_loss,89.4,3,5.4,0.0,1,450.6,5.4,5.4,no,0.0,0.0,0.0,0.0,5.4,0.0,no,emergency,8.4,6.0,3,2,84.6,semi_skilled,6.9,0.9,no,no,23.7,SUP-113,165.0,5.09,1.2,1.37,contamination,functional_failure,automated_vision,no,no,no,no,99.9835,98.3888,189.7,0.456,49.4,28.0,,9.2,79.7,726.43,1579.23,7.73,0.0,1.93,250,1350.0,271.93,33.3,13.291
MFG-LINE-PLT-009-02,PLT-009,WC-011,SHF-PLT-009-20210706-1,2021-07-06,1,467.4,PRD-2021-SKU-01363,automotive_body,WO-2021-91310,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.278,1.714,30.73,47.77,35.14,37.11,0.05,WC-003,34.98,92.76,WC-002,0.0,849,671,670,1,0,1,104.93,109.09,0.9619,99.99,671,0.9,3,-20.97,86.01,467.4,451.9,0.9668,0.8166,0.9985,0.7884,25.59,32.46,15.5,150.7,1,idling_minor_stops,good,performance_loss,68.2,2,15.5,0.0,2,233.7,7.8,10.3,no,0.0,5.2,0.0,10.3,0.0,0.0,no,corrective,14.2,6.5,1,1,78.3,expert,14.9,0.0,no,no,63.4,SUP-064,90.0,5.25,1.25,1.36,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.8587,2173.5,3.244,473.4,262.5,43.5,7.4,912.9,474.65,1090.38,37.38,0.0,9.35,200,3100.0,629.35,31.3,39.7717
MFG-LINE-PLT-007-02,PLT-007,WC-041,SHF-PLT-007-20231120-2,2023-11-20,2,472.3,PRD-2023-SKU-05863,industrial_machinery,WO-2023-64065,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,256.16,30.739,243.22,738.38,244.81,306.88,0.12,WC-002,244.67,86.83,WC-001,240.62,122,81,80,1,0,1,13.96,15.54,0.8983,99.8486,81,3.2,8,-33.61,0.51,472.3,382.0,0.8088,0.8186,0.9877,0.6539,21.44,32.8,90.3,17.9,1,setup_adjustment,average,availability_loss,33.8,1,90.3,0.0,6,78.7,15.0,30.1,yes,47.2,0.0,0.0,26.3,0.0,16.8,no,preventive,32.8,5.1,21,20,80.0,expert,2.0,0.0,no,no,17.8,SUP-087,1514.0,4.46,0.99,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8486,98.4556,164.2,2.053,30.6,14.7,,8.6,69.0,9665.72,23435.89,64.84,0.0,16.21,100,9030.0,1822.21,61.5,479.4206
MFG-LINE-PLT-004-04,PLT-004,WC-026,SHF-PLT-004-20220805-1,2022-08-05,1,463.9,PRD-2022-SKU-07237,industrial_machinery,WO-2022-00858,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,333.584,63.047,311.75,900.88,325.31,437.61,0.189,WC-001,349.64,95.28,WC-002,321.15,95,48,47,1,0,1,10.75,12.43,0.8648,99.7663,48,1.1,3,-49.47,0.41,463.9,282.8,0.6096,0.8196,0.9792,0.4892,15.76,32.21,181.1,10.6,1,setup_adjustment,poor,availability_loss,14.9,1,181.1,0.0,5,92.8,36.2,78.8,yes,140.7,40.4,0.0,0.0,0.0,0.0,no,corrective,24.6,4.7,17,15,66.0,skilled,10.6,0.9,no,no,21.4,SUP-197,2337.0,4.33,0.94,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7663,97.9548,172.1,3.662,31.4,23.7,,7.6,72.3,5375.61,7177.59,73.06,0.0,18.27,100,18110.0,3640.27,61.4,341.7038
MFG-LINE-PLT-009-02,PLT-009,WC-035,SHF-PLT-009-20200531-1,2020-05-31,1,476.0,PRD-2020-SKU-08454,automotive_body,WO-2020-00118,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,43.142,2.157,36.79,86.02,43.57,46.7,0.05,WC-003,43.72,92.13,WC-001,0.0,865,484,483,1,0,1,83.33,109.09,0.7639,99.9811,484,0.1,0,-44.05,3.04,476.0,348.5,0.7321,0.7639,0.9979,0.5581,18.45,33.05,127.5,149.6,1,equipment_failure,average,availability_loss,0.0,0,127.5,0.0,6,79.3,21.3,57.0,yes,83.9,20.9,22.7,0.0,0.0,0.0,no,preventive,14.2,5.4,23,20,93.2,semi_skilled,9.4,0.0,no,yes,40.4,SUP-078,189.0,5.05,1.18,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9811,97.9788,1320.5,2.734,282.5,103.9,26.4,7.8,554.6,6192.38,6586.48,26.22,0.0,6.55,200,25500.0,5106.55,39.5,52.7316
MFG-LINE-PLT-010-03,PLT-010,WC-048,SHF-PLT-010-20210417-3,2021-04-17,3,448.2,PRD-2021-SKU-04812,industrial_machinery,WO-2021-77657,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.516,5.222,38.15,117.03,43.34,52.13,0.12,WC-007,48.33,99.9,WC-006,0.0,770,507,505,2,0,2,82.69,103.45,0.7993,99.7221,507,1.9,6,-34.16,33.81,448.2,404.7,0.9029,0.7267,0.9961,0.6536,20.34,31.12,43.5,190.7,2,reduced_speed,average,performance_loss,36.8,1,43.5,0.0,4,112.0,10.9,18.0,no,0.0,8.8,28.7,0.0,6.0,0.0,no,preventive,29.1,5.0,3,2,92.7,skilled,0.8,0.0,no,no,25.7,SUP-043,2779.0,4.27,0.92,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7221,99.4912,1724.1,3.414,435.0,251.0,,7.7,724.1,924.91,772.39,52.51,0.0,26.25,100,4350.0,896.25,44.8,56.079
MFG-LINE-PLT-010-01,PLT-010,WC-011,SHF-PLT-010-20200620-1,2020-06-20,1,427.5,PRD-2020-SKU-01163,industrial_machinery,WO-2020-06561,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,364.4,29.152,316.16,632.84,358.99,412.5,0.08,WC-001,381.27,95.12,WC-003,351.53,91,61,60,1,0,1,9.73,12.87,0.756,99.7907,61,0.9,2,-32.97,0.6,427.5,376.3,0.8802,0.7557,0.9836,0.6543,19.42,29.69,51.2,19.7,1,reduced_speed,average,performance_loss,0.0,0,51.2,0.0,5,85.5,10.2,23.1,no,0.0,23.1,6.3,14.2,7.6,0.0,no,corrective,19.7,5.2,15,14,90.3,semi_skilled,1.2,0.3,no,no,52.5,SUP-102,2093.0,4.36,0.95,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7907,97.8978,99.5,1.659,27.6,13.8,,8.9,41.8,5509.25,7801.05,50.29,0.0,12.57,100,5120.0,1036.57,63.7,272.9665
MFG-LINE-PLT-010-01,PLT-010,WC-044,SHF-PLT-010-20241016-1,2024-10-16,1,445.9,PRD-2024-SKU-05282,industrial_machinery,WO-2024-50326,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,325.844,26.068,278.29,441.14,324.52,368.86,0.08,WC-003,339.45,94.71,WC-001,312.97,95,71,70,1,0,1,11.02,12.87,0.8563,99.913,71,0.0,0,-25.26,4.71,445.9,386.6,0.867,0.8561,0.9859,0.7318,22.66,30.97,59.3,11.9,1,reduced_speed,good,performance_loss,0.0,0,59.3,0.0,3,148.6,19.8,30.0,yes,30.0,26.9,0.0,0.0,2.4,0.0,no,corrective,19.7,5.3,3,2,93.4,skilled,2.1,0.0,no,no,66.5,SUP-066,870.0,4.63,1.04,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.913,99.1368,252.0,3.6,53.0,22.8,,7.6,105.8,897.97,811.6,53.85,0.0,13.46,100,5930.0,1199.46,47.5,79.0417
MFG-LINE-PLT-005-05,PLT-005,WC-035,SHF-PLT-005-20240320-3,2024-03-20,3,448.6,PRD-2024-SKU-09151,automotive_body,WO-2024-11728,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,110.671,3.32,100.43,248.73,111.15,116.15,0.03,WC-002,112.14,92.11,WC-003,51.65,441,219,218,1,0,1,32.45,59.02,0.5498,99.9721,219,6.8,18,-50.34,29.16,448.6,405.0,0.9028,0.5498,0.9954,0.4941,15.39,31.15,43.6,179.3,1,reduced_speed,poor,performance_loss,0.0,0,43.6,0.0,3,149.5,14.5,24.0,no,0.0,9.9,24.0,9.7,0.0,0.0,no,corrective,23.7,4.1,2,1,80.3,trainee,3.3,0.0,no,yes,31.1,SUP-008,279.0,4.95,1.15,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9721,97.5185,418.3,1.919,110.6,55.5,8.4,8.5,175.7,418.72,677.55,38.48,0.0,9.62,200,8720.0,1753.62,45.2,43.6853
MFG-LINE-PLT-004-04,PLT-004,WC-049,SHF-PLT-004-20200111-1,2020-01-11,1,476.7,PRD-2020-SKU-05923,industrial_machinery,WO-2020-76747,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,377.328,80.56,343.88,807.71,365.12,510.25,0.213,WC-001,407.33,98.14,WC-002,364.9,98,67,66,1,0,1,9.43,12.43,0.7586,99.7075,67,4.6,10,-31.63,0.52,476.7,426.3,0.8943,0.7589,0.9851,0.6685,22.13,33.1,50.4,21.3,1,reduced_speed,average,performance_loss,0.0,0,50.4,0.0,3,158.9,16.8,21.8,no,0.0,19.8,21.8,0.0,8.8,0.0,no,preventive,24.6,5.8,18,16,66.7,semi_skilled,10.5,0.0,no,no,18.4,SUP-178,2925.0,4.26,0.92,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7075,99.031,197.6,2.994,35.9,26.9,,8.0,83.0,3597.46,7469.84,64.6,0.0,16.15,100,5040.0,1024.15,56.3,233.2652
MFG-LINE-PLT-005-02,PLT-005,WC-021,SHF-PLT-005-20200525-1,2020-05-25,1,446.1,PRD-2020-SKU-04846,automotive_body,WO-2020-80809,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,49.961,3.997,45.49,127.85,53.69,56.56,0.08,WC-004,53.01,96.46,WC-002,0.0,563,512,511,1,0,1,72.06,75.79,0.9508,99.9766,512,0.2,0,-9.06,8.59,446.1,446.1,1.0,0.9086,0.998,0.9068,28.09,30.98,0.0,51.5,1,idling_minor_stops,world_class,performance_loss,19.8,1,0.0,0.0,0,446.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,8.0,9,8,66.4,multi_skilled,3.3,1.2,no,yes,41.2,SUP-031,234.0,5.0,1.17,1.3,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9766,98.8655,1540.2,3.014,359.0,95.8,30.8,7.6,646.9,3647.87,8151.94,36.2,0.0,9.05,200,0.0,9.05,54.2,59.3624
MFG-LINE-PLT-009-01,PLT-009,WC-049,SHF-PLT-009-20230723-2,2023-07-23,2,457.6,PRD-2023-SKU-04835,automotive_body,WO-2023-04408,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,106.574,12.789,93.49,218.32,107.22,127.68,0.12,WC-007,113.79,97.07,WC-006,49.25,436,203,202,1,0,1,33.7,57.32,0.5879,99.8831,203,0.1,0,-53.44,5.3,457.6,416.4,0.91,0.5102,0.9951,0.462,14.68,31.78,41.2,194.9,1,reduced_speed,poor,performance_loss,55.1,3,41.2,0.0,5,91.5,8.2,12.2,no,0.0,9.8,12.2,16.5,2.7,0.0,no,corrective,28.2,6.6,6,5,75.2,trainee,7.0,0.0,no,no,87.1,SUP-062,1169.0,4.54,1.01,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8831,99.5471,366.2,1.813,95.4,51.6,7.3,8.5,153.8,2241.23,4490.66,57.11,0.0,14.28,200,8240.0,1662.28,56.9,90.7189
MFG-LINE-PLT-003-01,PLT-003,WC-015,SHF-PLT-003-20241023-2,2024-10-23,2,450.1,PRD-2024-SKU-02312,electronics_pcb,WO-2024-25349,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,35.927,1.796,31.13,77.21,35.46,38.89,0.05,WC-002,38.33,97.0,WC-003,0.0,1315,561,560,1,0,1,100.18,175.61,0.5705,99.833,561,1.9,4,-57.34,5.33,450.1,366.9,0.8152,0.5224,0.9982,0.4251,13.29,31.26,83.2,512.9,1,reduced_speed,poor,performance_loss,30.9,2,83.2,0.0,5,90.0,16.6,29.0,no,9.3,0.0,0.0,19.4,0.0,54.5,no,predictive,24.0,4.5,15,14,90.5,trainee,5.6,0.0,no,no,34.4,SUP-133,1670.0,4.43,0.98,1.0,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.833,96.9429,488.9,0.873,130.3,48.0,,7.8,205.3,5411.25,8883.22,11.01,0.0,2.75,150,12480.0,2498.75,33.7,36.5555
MFG-LINE-PLT-008-02,PLT-008,WC-034,SHF-PLT-008-20231219-2,2023-12-19,2,471.9,PRD-2023-SKU-04461,medical_devices,WO-2023-75173,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,65.963,5.277,61.0,159.2,64.95,74.67,0.08,WC-002,69.34,95.57,WC-004,0.0,731,328,327,1,0,1,54.53,93.02,0.5862,99.9668,328,2.3,6,-55.13,10.39,450.7,421.6,0.9354,0.5018,0.997,0.4679,14.65,31.3,29.1,325.7,1,reduced_speed,poor,performance_loss,82.0,2,29.1,21.2,2,236.0,14.5,20.2,no,20.2,0.0,0.0,8.8,0.0,0.0,yes,emergency,8.4,6.8,5,4,76.6,trainee,3.6,1.2,no,no,24.2,SUP-098,332.0,4.9,1.13,1.16,contamination,functional_failure,automated_vision,yes,no,no,no,99.9668,98.6657,307.7,0.941,64.3,22.1,,8.4,129.2,742.49,689.89,18.74,0.0,4.68,250,7275.0,1459.68,53.0,23.1777
MFG-LINE-PLT-001-02,PLT-001,WC-032,SHF-PLT-001-20230524-1,2023-05-24,1,448.3,PRD-2023-SKU-06732,pharmaceutical,WO-2023-31318,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,63.735,13.608,54.75,167.54,65.58,86.19,0.213,WC-003,81.89,99.9,WC-002,0.0,529,413,412,1,0,1,56.42,70.87,0.7961,99.9586,413,0.8,2,-21.93,3.45,448.3,439.2,0.9797,0.7962,0.9976,0.7782,24.23,31.13,9.1,105.7,1,reduced_speed,good,performance_loss,0.0,0,9.1,0.0,1,448.3,9.1,9.1,no,0.0,0.0,0.0,0.0,0.0,9.1,no,preventive,22.7,6.2,19,16,92.0,semi_skilled,12.0,0.0,no,no,69.1,SUP-153,414.0,4.84,1.11,1.13,contamination,labelling,100pct_manual,no,no,no,no,99.9586,97.5823,597.0,1.449,105.2,82.3,,8.1,250.7,2858.84,4437.98,27.63,0.0,6.91,300,2730.0,552.91,44.4,45.4078
MFG-LINE-PLT-002-01,PLT-002,WC-013,SHF-PLT-002-20200417-2,2020-04-17,2,422.2,PRD-2020-SKU-02240,electronics_pcb,WO-2020-65150,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,46.454,2.323,41.25,56.5,46.66,50.29,0.05,WC-001,46.49,90.99,WC-002,0.0,664,381,380,1,0,1,77.38,94.49,0.8189,99.9431,381,0.1,0,-42.62,2.57,422.2,318.1,0.7534,0.7606,0.9974,0.5715,16.76,29.32,104.1,119.9,1,setup_adjustment,average,availability_loss,22.7,1,104.1,0.0,5,84.4,20.8,33.3,yes,69.2,21.0,0.0,13.9,0.0,0.0,no,corrective,26.7,4.2,23,21,61.5,skilled,5.5,0.0,no,yes,53.7,SUP-187,569.0,4.75,1.08,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9431,97.7969,366.7,0.965,70.5,23.2,,7.6,154.0,5437.65,9527.31,8.93,0.0,2.23,150,15615.0,3125.23,56.0,48.335
MFG-LINE-PLT-004-01,PLT-004,WC-018,SHF-PLT-004-20200526-3,2020-05-26,3,425.9,PRD-2020-SKU-05787,industrial_machinery,WO-2020-28486,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,258.981,12.949,239.8,493.72,258.11,280.35,0.05,WC-008,264.92,92.99,WC-003,241.79,121,78,77,1,0,1,13.76,17.19,0.8005,99.9343,78,2.6,9,-35.54,0.68,425.9,340.1,0.7985,0.8005,0.9872,0.631,18.66,29.57,85.8,19.4,1,equipment_failure,average,availability_loss,0.0,0,85.8,0.0,5,85.2,17.2,26.9,no,49.8,18.4,0.0,10.1,7.5,0.0,no,preventive,28.6,5.5,19,16,76.1,skilled,15.3,1.3,no,no,63.4,SUP-095,657.0,4.71,1.07,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9343,99.1363,235.7,3.061,44.6,19.1,,8.0,99.0,3027.03,6705.39,29.78,0.0,7.45,100,8580.0,1723.45,74.7,156.5618
MFG-LINE-PLT-006-01,PLT-006,WC-034,SHF-PLT-006-20241207-1,2024-12-07,1,454.7,PRD-2024-SKU-09562,food_beverage,WO-2024-91618,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.142,3.377,24.06,55.9,27.36,33.71,0.12,WC-012,30.91,99.86,WC-004,0.0,1108,833,832,1,0,1,127.84,146.34,0.8736,99.9186,833,0.5,1,-24.82,6.86,454.7,442.2,0.9725,0.7724,0.9988,0.7503,23.69,31.57,12.5,245.5,1,reduced_speed,good,performance_loss,51.2,2,12.5,0.0,1,454.7,12.5,12.5,no,12.5,0.0,0.0,0.0,0.0,0.0,no,predictive,33.4,6.0,19,16,75.4,skilled,13.3,0.0,no,yes,61.8,SUP-074,814.0,4.65,1.05,1.13,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9186,98.7438,385.2,0.463,77.3,49.6,,7.7,161.8,3493.73,3185.63,2.06,0.0,0.52,80,1000.0,200.52,74.7,10.0906
MFG-LINE-PLT-002-03,PLT-002,WC-017,SHF-PLT-002-20200909-3,2020-09-09,3,475.7,PRD-2020-SKU-01591,electronics_pcb,WO-2020-02572,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,76.761,3.838,67.17,208.38,75.54,83.09,0.05,WC-003,77.48,91.76,WC-002,0.0,651,291,290,1,0,1,46.88,82.38,0.5691,99.7888,291,2.1,4,-55.3,36.57,457.2,387.2,0.8469,0.5473,0.9966,0.4619,14.67,31.75,70.0,240.7,1,idling_minor_stops,poor,performance_loss,33.3,1,70.0,18.5,4,118.9,17.5,24.7,no,24.7,0.0,45.3,0.0,0.0,0.0,yes,preventive,13.3,6.4,2,1,62.4,trainee,17.6,0.0,no,no,10.8,SUP-031,2112.0,4.36,0.95,1.04,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.7888,98.8848,395.9,1.365,90.2,58.6,,6.6,166.3,365.26,445.84,16.56,0.0,4.14,150,10500.0,2104.14,45.0,19.414
MFG-LINE-PLT-001-02,PLT-001,WC-021,SHF-PLT-001-20210517-2,2021-05-17,2,420.7,PRD-2021-SKU-07379,pharmaceutical,WO-2021-52433,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,69.187,14.771,63.14,104.63,68.23,93.56,0.213,WC-005,83.63,99.9,WC-004,0.0,496,268,267,1,0,1,51.88,70.87,0.732,99.8817,268,1.0,2,-45.97,38.08,382.4,271.6,0.7103,0.8354,0.9963,0.5911,15.7,26.56,110.8,52.8,1,equipment_failure,average,availability_loss,0.0,0,110.8,38.3,3,140.2,36.9,74.5,yes,74.5,27.6,0.0,0.0,8.7,0.0,yes,emergency,22.7,5.0,1,1,83.3,semi_skilled,1.3,0.0,no,yes,42.2,SUP-089,1183.0,4.54,1.01,1.1,contamination,labelling,100pct_manual,no,no,no,no,99.8817,97.0434,267.5,1.002,68.7,29.9,,8.7,112.3,271.57,577.02,9.49,0.0,2.37,300,33240.0,6650.37,36.5,12.7038
MFG-LINE-PLT-002-02,PLT-002,WC-002,SHF-PLT-002-20220130-1,2022-01-30,1,456.3,PRD-2022-SKU-08899,electronics_pcb,WO-2022-54760,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.521,0.436,12.7,18.37,14.45,15.24,0.03,WC-009,14.67,91.83,WC-010,0.0,2138,1297,1296,1,0,1,247.78,281.25,0.881,99.9873,1297,0.8,2,-39.34,85.2,422.9,371.3,0.878,0.7451,0.9992,0.6537,19.2,29.37,51.6,443.7,1,idling_minor_stops,average,performance_loss,90.7,3,51.6,33.4,2,228.2,25.8,39.8,yes,39.8,0.0,11.8,0.0,0.0,0.0,yes,corrective,2.0,6.5,3,2,90.5,skilled,6.3,0.0,no,no,45.5,SUP-074,127.0,5.16,1.22,1.28,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9873,99.7607,1494.3,1.153,359.6,88.5,,7.1,627.6,393.44,427.11,6.7,0.0,1.68,150,7740.0,1549.68,43.7,7.3383
MFG-LINE-PLT-005-04,PLT-005,WC-008,SHF-PLT-005-20230521-1,2023-05-21,1,438.0,PRD-2023-SKU-08275,automotive_body,WO-2023-44587,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,48.499,5.82,43.4,87.33,47.51,58.1,0.12,WC-004,52.03,97.53,WC-002,0.0,563,438,437,1,0,1,74.12,77.25,0.9595,99.8957,438,1.1,3,-22.2,7.48,438.0,395.7,0.9034,0.8598,0.9977,0.775,23.57,30.41,42.3,71.4,1,idling_minor_stops,good,performance_loss,41.1,3,42.3,0.0,4,109.5,10.6,22.0,no,22.0,5.1,8.3,0.0,6.9,0.0,no,preventive,15.6,7.2,9,8,88.5,expert,3.8,0.4,no,no,72.5,SUP-037,1043.0,4.58,1.03,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.8957,99.1377,829.9,1.899,191.7,118.8,16.6,8.5,348.6,3033.22,6092.36,28.16,0.0,7.04,200,8460.0,1699.04,62.8,49.1068
MFG-LINE-PLT-002-01,PLT-002,WC-028,SHF-PLT-002-20210612-3,2021-06-12,3,460.7,PRD-2021-SKU-08579,electronics_pcb,WO-2021-84578,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,69.313,3.466,59.95,118.94,68.5,75.03,0.05,WC-001,70.49,92.45,WC-002,0.0,724,229,228,1,0,1,51.83,94.49,0.5485,99.8085,229,0.3,0,-68.37,1.86,460.7,296.7,0.644,0.4902,0.9956,0.3143,10.05,31.99,164.0,238.2,1,reduced_speed,poor,performance_loss,31.5,1,164.0,0.0,7,65.8,23.4,57.3,yes,107.7,25.9,25.2,0.0,5.3,0.0,no,preventive,26.7,5.9,21,16,77.1,trainee,20.1,0.0,no,no,10.8,SUP-096,1915.0,4.39,0.96,1.03,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.8085,97.01,223.7,0.981,44.0,16.3,,7.5,94.0,5752.9,12972.71,34.2,0.0,8.55,150,24600.0,4928.55,31.2,116.4799
MFG-LINE-PLT-010-03,PLT-010,WC-041,SHF-PLT-010-20200511-1,2020-05-11,1,442.7,PRD-2020-SKU-01696,industrial_machinery,WO-2020-15316,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.531,4.864,38.16,110.46,42.38,48.56,0.12,WC-007,45.7,99.9,WC-002,0.0,762,621,620,1,0,1,88.73,103.45,0.8577,99.8648,621,0.8,1,-18.5,6.0,442.7,419.9,0.9485,0.8577,0.9984,0.8123,24.97,30.74,22.8,103.0,1,idling_minor_stops,good,performance_loss,0.0,0,22.8,0.0,3,147.6,7.6,12.5,no,0.0,0.0,0.0,12.5,10.3,0.0,no,corrective,29.1,5.4,16,14,65.7,skilled,9.5,0.0,no,no,72.9,SUP-090,1352.0,4.5,1.0,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8648,98.4008,2072.0,3.342,501.6,141.6,,7.8,870.2,4673.27,6692.45,55.2,0.0,13.8,100,2280.0,469.8,34.6,73.6208
MFG-LINE-PLT-002-02,PLT-002,WC-041,SHF-PLT-002-20200418-3,2020-04-18,3,435.5,PRD-2020-SKU-09691,electronics_pcb,WO-2020-49536,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,18.185,0.546,15.55,53.19,18.46,19.09,0.03,WC-007,18.7,93.46,WC-009,0.0,2040,1231,1230,1,0,1,197.84,281.25,0.7034,99.9394,1231,5.3,19,-39.66,9.97,435.5,382.0,0.8772,0.6874,0.9992,0.6025,18.22,30.25,53.5,559.8,1,reduced_speed,average,performance_loss,8.7,1,53.5,0.0,1,435.5,53.5,53.5,yes,53.5,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,6.4,20,17,94.4,semi_skilled,12.9,1.5,yes,no,43.5,SUP-180,606.0,4.74,1.08,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9394,96.9713,977.9,0.795,210.6,61.9,,8.0,410.7,7984.78,7924.39,7.64,0.0,1.91,150,8025.0,1606.91,38.7,20.5805
MFG-LINE-PLT-002-01,PLT-002,WC-020,SHF-PLT-002-20200106-1,2020-01-06,1,430.9,PRD-2020-SKU-06478,electronics_pcb,WO-2020-68648,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,49.154,2.458,46.13,111.72,48.98,53.21,0.05,WC-001,50.26,92.96,WC-002,0.0,678,295,294,1,0,1,73.08,94.49,0.7734,99.9349,295,2.1,4,-56.49,2.73,430.9,380.2,0.8823,0.4927,0.9966,0.4333,12.97,29.92,50.7,303.7,1,idling_minor_stops,poor,performance_loss,138.0,4,50.7,0.0,3,143.6,16.9,27.9,no,0.0,17.6,5.2,0.0,0.0,27.9,no,corrective,26.7,5.9,16,15,72.7,semi_skilled,1.3,0.0,no,no,14.0,SUP-156,651.0,4.72,1.07,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9349,99.3253,191.4,0.651,49.0,27.2,,8.4,80.4,4173.93,9231.2,8.16,0.0,2.04,150,7605.0,1523.04,48.4,53.7834
MFG-LINE-PLT-002-04,PLT-002,WC-048,SHF-PLT-002-20230421-1,2023-04-21,1,476.9,PRD-2023-SKU-03646,electronics_pcb,WO-2023-59877,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.745,3.789,16.19,31.43,19.04,24.0,0.213,WC-002,19.85,99.9,WC-003,0.0,2024,1157,1153,4,1,3,202.84,255.32,0.7945,99.7282,1158,0.4,1,-42.84,13.19,476.9,369.1,0.774,0.7365,0.9965,0.5681,18.82,33.12,107.8,413.9,4,idling_minor_stops,average,performance_loss,26.9,1,107.8,0.0,8,59.6,13.5,32.3,yes,13.8,32.3,21.6,29.0,11.1,0.0,no,corrective,15.6,7.7,13,11,65.7,semi_skilled,13.8,0.0,no,no,58.1,SUP-080,2718.0,4.28,0.93,0.95,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7282,98.4545,908.6,0.788,224.4,68.7,,8.0,381.6,2765.31,6500.49,8.92,8.92,6.69,150,16170.0,3249.61,60.0,16.9872
MFG-LINE-PLT-002-01,PLT-002,WC-028,SHF-PLT-002-20200720-1,2020-07-20,1,458.7,PRD-2020-SKU-05530,electronics_pcb,WO-2020-51459,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,45.794,2.29,41.85,94.1,46.04,49.57,0.05,WC-001,45.72,90.76,WC-002,0.0,721,265,264,1,0,1,78.57,94.49,0.8315,99.9284,265,5.1,16,-63.25,34.53,458.7,307.1,0.6696,0.5479,0.9962,0.3655,11.64,31.85,151.5,218.7,1,reduced_speed,poor,performance_loss,104.8,3,151.5446883660733,0.0,5,91.7,13.6,151.5446883660733,yes,0.0,36.9,9.1,0.0,11.8,10.2,no,corrective,26.7,2.1,2,1,82.1,skilled,9.7,1.3,no,no,23.4,SUP-060,716.0,4.69,1.06,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9284,98.9844,103.2,0.391,23.5,12.2,,9.0,43.3,494.43,972.09,13.88,0.0,3.47,150,22731.7,4549.81,33.3,19.4876
MFG-LINE-PLT-010-03,PLT-010,WC-021,SHF-PLT-010-20230414-1,2023-04-14,1,439.0,PRD-2023-SKU-04398,industrial_machinery,WO-2023-61082,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.138,4.697,35.44,96.26,40.26,46.89,0.12,WC-008,43.79,99.9,WC-006,0.0,752,467,464,3,1,2,91.83,103.45,0.8877,99.4251,468,1.4,5,-37.9,3.96,439.0,348.5,0.7939,0.7772,0.9936,0.613,18.69,30.49,90.5,133.9,3,idling_minor_stops,average,performance_loss,43.4,1,90.5,0.0,6,73.2,15.1,25.1,no,52.7,0.0,33.6,4.3,0.0,0.0,no,predictive,29.1,5.6,17,16,73.7,skilled,0.4,0.0,no,no,12.6,SUP-104,5749.0,4.03,0.84,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.4251,97.5416,1859.2,4.007,423.4,226.6,,7.3,780.9,3733.67,3985.29,40.37,40.37,20.18,100,9050.0,1870.55,34.8,57.2667
MFG-LINE-PLT-005-05,PLT-005,WC-037,SHF-PLT-005-20240701-2,2024-07-01,2,479.2,PRD-2024-SKU-03259,automotive_body,WO-2024-91135,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,82.395,2.472,73.67,160.64,80.65,86.47,0.03,WC-001,81.75,90.19,WC-002,23.37,471,341,340,1,0,1,43.63,59.02,0.7392,99.9797,341,0.5,1,-27.6,2.13,479.2,469.0,0.9787,0.7392,0.9971,0.7214,24.01,33.28,10.2,120.3,1,reduced_speed,good,performance_loss,0.0,0,10.2,0.0,1,479.2,10.2,10.2,no,10.2,0.0,0.0,0.0,0.0,0.0,no,preventive,23.7,5.4,21,20,91.6,semi_skilled,4.0,0.0,no,no,53.7,SUP-052,203.0,5.04,1.18,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9797,97.5872,639.2,1.88,118.1,73.2,12.8,8.5,268.5,6096.77,6186.64,64.13,0.0,16.03,200,2040.0,424.03,35.3,100.4463
MFG-LINE-PLT-005-06,PLT-005,WC-025,SHF-PLT-005-20230813-1,2023-08-13,1,470.4,PRD-2023-SKU-02641,automotive_body,WO-2023-52881,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,96.962,4.848,88.64,144.27,98.01,104.96,0.05,WC-007,99.92,93.68,WC-010,48.96,375,261,260,1,0,1,37.09,48.0,0.7727,99.8964,261,0.8,3,-30.4,2.21,470.4,455.9,0.9692,0.7156,0.9962,0.6909,22.57,32.67,14.5,103.7,1,reduced_speed,average,performance_loss,33.7,2,14.5,0.0,2,235.2,7.3,7.7,no,0.0,6.8,7.7,0.0,0.0,0.0,no,preventive,32.1,4.8,16,15,83.8,semi_skilled,0.4,0.0,no,no,34.9,SUP-034,1036.0,4.58,1.03,1.1,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.8964,97.1078,443.0,1.704,74.2,23.2,8.9,8.6,186.1,3343.96,5405.49,25.51,0.0,6.38,200,2900.0,586.38,48.3,59.2598
MFG-LINE-PLT-005-04,PLT-005,WC-023,SHF-PLT-005-20200814-1,2020-08-14,1,477.2,PRD-2020-SKU-08004,automotive_body,WO-2020-31299,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,49.981,5.998,46.85,82.3,48.3,59.88,0.12,WC-004,52.62,95.71,WC-003,0.0,614,442,441,1,0,1,71.99,77.25,0.9319,99.9749,442,0.3,0,-28.01,3.96,477.2,368.4,0.772,0.9319,0.9977,0.7178,23.79,33.14,108.8,32.3,1,setup_adjustment,good,availability_loss,0.0,0,108.8,0.0,6,79.5,18.1,46.7,yes,54.0,14.3,12.8,27.7,0.0,0.0,no,preventive,15.6,4.6,15,14,63.5,expert,1.5,0.0,no,no,39.0,SUP-164,251.0,4.98,1.16,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9749,98.346,518.6,1.176,120.2,65.4,10.4,9.1,217.8,4214.48,5579.78,33.11,0.0,8.28,200,21760.0,4360.28,63.7,55.3943
MFG-LINE-PLT-005-04,PLT-005,WC-008,SHF-PLT-005-20210215-1,2021-02-15,1,474.5,PRD-2021-SKU-02511,automotive_body,WO-2021-38111,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,53.029,6.364,45.35,150.76,50.8,63.53,0.12,WC-001,59.85,99.9,WC-004,0.0,610,431,430,1,0,1,67.86,77.25,0.8784,99.9615,431,1.2,3,-29.34,6.04,474.5,407.6,0.859,0.8213,0.9977,0.7038,23.19,32.95,66.9,93.8,1,idling_minor_stops,good,performance_loss,26.5,3,66.9,0.0,5,94.9,13.4,23.2,no,23.2,14.4,13.1,9.1,7.1,0.0,no,preventive,15.6,6.5,10,9,82.3,skilled,1.5,0.0,no,no,76.1,SUP-024,385.0,4.86,1.12,1.12,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9615,99.0245,1122.7,2.611,211.4,147.3,22.5,7.9,471.5,1628.0,3874.5,69.96,0.0,17.49,200,13380.0,2693.49,32.2,82.9192
MFG-LINE-PLT-003-02,PLT-003,WC-012,SHF-PLT-003-20200627-2,2020-06-27,2,430.4,PRD-2020-SKU-01672,electronics_pcb,WO-2020-05707,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.633,5.116,37.4,103.35,42.35,51.07,0.12,WC-001,45.34,96.68,WC-001,0.0,706,504,503,1,0,1,84.29,98.63,0.8546,99.9062,504,0.4,0,-28.61,4.68,430.4,394.9,0.9175,0.7765,0.998,0.711,21.25,29.89,35.5,145.1,1,reduced_speed,good,performance_loss,36.1,1,35.5,0.0,2,215.2,17.7,19.1,no,19.1,0.0,16.3,0.0,0.0,0.0,no,predictive,24.8,6.9,16,15,81.4,skilled,3.3,0.0,no,no,17.5,SUP-007,938.0,4.61,1.04,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9062,98.8258,421.0,0.837,90.8,46.2,,7.9,176.8,4123.09,6141.42,14.21,0.0,3.55,150,5325.0,1068.55,63.2,34.6448
MFG-LINE-PLT-007-02,PLT-007,WC-011,SHF-PLT-007-20210730-2,2021-07-30,2,462.4,PRD-2021-SKU-07867,industrial_machinery,WO-2021-96556,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,398.509,47.821,376.5,716.65,386.17,477.41,0.12,WC-002,412.54,94.11,WC-001,382.97,119,54,53,1,0,1,8.97,15.54,0.5772,99.4207,54,0.2,0,-54.62,0.43,462.4,400.5,0.8661,0.5204,0.9815,0.4424,14.21,32.11,61.9,49.8,1,reduced_speed,poor,performance_loss,39.2,1,61.9,0.0,4,115.6,15.5,23.4,no,13.9,12.7,35.3,0.0,0.0,0.0,no,preventive,32.8,4.3,19,16,69.5,trainee,10.6,0.7,no,no,63.0,SUP-149,5793.0,4.02,0.84,0.86,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.4207,98.6329,103.2,1.948,23.3,6.0,,8.7,43.3,2872.07,6000.58,72.05,0.0,18.01,100,6190.0,1256.01,37.1,240.8179
MFG-LINE-PLT-004-03,PLT-004,WC-005,SHF-PLT-004-20230707-1,2023-07-07,1,469.2,PRD-2023-SKU-03169,industrial_machinery,WO-2023-26872,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,153.231,7.662,132.38,316.79,154.43,165.87,0.05,WC-003,158.88,94.26,WC-005,126.14,211,117,116,1,0,1,23.42,27.09,0.8645,99.8898,117,2.5,6,-44.55,2.12,469.2,336.8,0.7178,0.7696,0.9915,0.5477,17.84,32.58,132.4,35.0,1,setup_adjustment,average,availability_loss,37.0,1,132.4,0.0,8,58.6,16.6,37.9,yes,49.1,47.3,36.1,0.0,0.0,0.0,no,preventive,22.2,4.5,9,7,79.3,skilled,12.5,0.0,no,yes,82.9,SUP-040,1102.0,4.56,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8898,99.6566,287.7,2.48,59.4,40.5,,8.3,120.8,3200.79,6619.71,42.92,0.0,10.73,100,13240.0,2658.73,70.9,127.9495
MFG-LINE-PLT-005-03,PLT-005,WC-007,SHF-PLT-005-20201116-1,2020-11-16,1,458.8,PRD-2020-SKU-04123,automotive_body,WO-2020-70974,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,64.828,3.241,60.8,82.88,63.29,70.18,0.05,WC-001,67.42,94.55,WC-002,1.23,486,317,316,1,0,1,55.49,63.6,0.8725,99.9828,317,0.7,1,-34.77,2.3,458.8,342.8,0.7471,0.8724,0.9968,0.6498,20.7,31.86,116.0,46.4,1,equipment_failure,average,availability_loss,0.0,0,116.0,0.0,8,57.3,14.5,31.9,yes,0.0,49.7,13.8,39.3,0.0,13.2,no,corrective,32.9,5.2,21,18,89.5,skilled,9.8,0.0,no,no,55.9,SUP-108,172.0,5.08,1.19,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9828,99.2518,859.2,2.719,224.6,81.5,17.2,7.8,360.9,2863.15,4363.99,90.88,0.0,22.72,200,23200.0,4662.72,55.8,114.0383
MFG-LINE-PLT-010-01,PLT-010,WC-044,SHF-PLT-010-20200917-2,2020-09-17,2,427.7,PRD-2020-SKU-08090,industrial_machinery,WO-2020-37223,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,339.856,27.188,298.39,506.36,338.55,384.72,0.08,WC-001,357.66,95.67,WC-002,326.99,91,33,32,1,0,1,10.59,12.87,0.8228,99.9144,33,2.2,5,-63.74,0.9,427.7,224.6,0.5251,0.685,0.9697,0.3488,10.36,29.7,203.1,15.2,1,equipment_failure,poor,availability_loss,37.6,1,203.1,0.0,8,53.5,25.4,64.6,yes,160.4,0.0,0.0,21.8,21.0,0.0,no,preventive,19.7,5.7,6,5,86.5,skilled,5.6,0.0,no,no,82.2,SUP-187,856.0,4.64,1.05,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9144,98.1593,94.3,2.948,24.2,8.6,,8.0,39.6,953.16,2373.5,24.31,0.0,6.08,100,20310.0,4068.08,43.1,129.0278
MFG-LINE-PLT-007-01,PLT-007,WC-041,SHF-PLT-007-20200813-1,2020-08-13,1,437.1,PRD-2020-SKU-02487,industrial_machinery,WO-2020-60354,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.295,5.799,174.37,257.83,192.6,202.86,0.03,WC-010,198.56,93.38,WC-011,172.13,154,120,119,1,0,1,18.62,21.16,0.88,99.961,120,0.4,1,-22.08,1.36,437.1,386.6,0.8845,0.8799,0.9917,0.7718,23.43,30.36,50.5,16.4,1,idling_minor_stops,good,performance_loss,0.0,0,50.5,0.0,4,109.3,12.6,15.9,no,0.0,26.0,9.5,0.0,0.0,15.1,no,preventive,27.1,6.4,13,12,83.4,skilled,6.9,0.0,no,no,60.4,SUP-098,390.0,4.86,1.12,1.22,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.961,98.5517,427.1,3.589,84.7,51.9,,7.6,179.4,1757.62,3262.59,63.64,0.0,15.91,100,5050.0,1025.91,67.2,106.3614
MFG-LINE-PLT-010-01,PLT-010,WC-011,SHF-PLT-010-20211129-3,2021-11-29,3,441.0,PRD-2021-SKU-01960,industrial_machinery,WO-2021-67897,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,318.797,25.504,288.3,741.04,310.68,360.88,0.08,WC-001,332.8,94.9,WC-004,305.93,94,74,73,1,0,1,11.2,12.87,0.8702,99.9234,74,0.3,1,-21.28,0.9,441.0,414.7,0.9404,0.8319,0.9865,0.7717,23.63,30.62,26.3,15.0,1,reduced_speed,good,performance_loss,18.2,1,26.3,0.0,1,441.0,26.3,26.3,no,26.3,0.0,0.0,0.0,0.0,0.0,no,emergency,19.7,5.7,12,11,93.9,expert,7.3,0.0,no,no,50.2,SUP-148,766.0,4.67,1.06,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9234,98.8295,330.3,4.524,66.2,33.8,,7.0,138.7,4540.97,9665.11,47.5,0.0,11.88,100,2630.0,537.88,45.7,242.7545
MFG-LINE-PLT-003-04,PLT-003,WC-003,SHF-PLT-003-20241015-1,2024-10-15,1,461.0,PRD-2024-SKU-03605,electronics_pcb,WO-2024-42613,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,29.777,1.489,26.06,52.1,29.72,32.23,0.05,WC-005,31.43,95.96,WC-007,0.0,1020,730,729,1,0,1,120.9,132.84,0.9101,99.965,730,0.3,0,-28.43,5.58,461.0,418.1,0.907,0.7885,0.9986,0.7142,22.87,32.02,42.9,195.8,1,idling_minor_stops,good,performance_loss,55.8,4,42.9,0.0,3,153.7,14.3,20.0,no,0.0,32.7,0.0,10.2,0.0,0.0,no,preventive,11.0,7.9,18,17,85.5,skilled,4.9,0.0,no,yes,73.3,SUP-167,350.0,4.89,1.13,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.965,99.7222,827.4,1.135,196.1,78.1,,7.2,347.5,7493.64,15505.35,17.14,0.0,4.29,150,6435.0,1291.29,71.7,48.7122
MFG-LINE-PLT-005-02,PLT-005,WC-007,SHF-PLT-005-20220720-1,2022-07-20,1,422.1,PRD-2022-SKU-07144,automotive_body,WO-2022-02754,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,49.604,3.968,45.94,104.14,50.62,56.15,0.08,WC-004,52.41,96.06,WC-002,0.0,533,409,408,1,0,1,72.53,75.79,0.957,99.9879,409,0.5,1,-23.26,6.44,422.1,372.3,0.882,0.8698,0.9976,0.7653,22.43,29.31,49.8,61.2,1,idling_minor_stops,good,performance_loss,33.9,1,49.8,0.0,3,140.7,16.6,23.5,no,23.5,10.3,16.0,0.0,0.0,0.0,no,emergency,1.3,7.0,10,9,90.7,expert,4.6,0.0,no,no,27.2,SUP-068,121.0,5.17,1.22,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9879,99.5557,1213.8,2.975,259.0,131.7,24.3,7.6,509.8,2702.84,2498.84,32.82,0.0,8.21,200,9960.0,2000.21,46.0,45.6497
MFG-LINE-PLT-005-05,PLT-005,WC-024,SHF-PLT-005-20241015-2,2024-10-15,2,428.6,PRD-2024-SKU-04724,automotive_body,WO-2024-68330,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,73.178,2.195,68.92,154.87,74.35,76.8,0.03,WC-001,74.94,93.09,WC-002,14.16,421,302,301,1,0,1,49.19,59.02,0.8334,99.99,302,1.5,4,-28.27,10.53,428.6,393.6,0.9183,0.7801,0.9967,0.714,21.25,29.76,35.0,85.1,1,reduced_speed,good,performance_loss,25.2,2,35.0,0.0,3,142.9,11.7,16.0,no,0.0,0.0,16.0,18.9,0.0,0.0,no,preventive,23.7,5.2,5,4,60.2,skilled,12.1,0.0,no,no,68.6,SUP-173,90.0,5.25,1.25,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.2813,950.9,3.159,259.9,99.8,19.0,7.5,399.4,1080.45,918.78,37.41,0.0,9.35,200,7000.0,1409.35,25.2,44.1762
MFG-LINE-PLT-007-02,PLT-007,WC-022,SHF-PLT-007-20221130-2,2022-11-30,2,454.1,PRD-2022-SKU-03813,industrial_machinery,WO-2022-49470,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,287.375,34.485,262.83,639.47,296.29,344.28,0.12,WC-001,306.16,96.85,WC-002,271.83,117,80,79,1,0,1,12.51,15.54,0.805,99.8647,80,0.3,1,-31.62,1.74,454.1,421.7,0.9286,0.7324,0.9875,0.6716,21.18,31.53,32.4,29.2,1,reduced_speed,average,performance_loss,38.0,1,32.4,0.0,4,113.5,8.1,10.0,no,0.0,8.5,0.0,8.6,15.2,0.0,no,predictive,32.8,4.2,7,6,82.0,skilled,4.3,0.0,no,no,14.6,SUP-031,1353.0,4.5,1.0,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8647,98.0354,192.8,2.441,35.5,28.8,,8.4,81.0,2393.61,4230.84,52.99,0.0,13.25,100,3240.0,661.25,50.9,137.5146
MFG-LINE-PLT-004-04,PLT-004,WC-028,SHF-PLT-004-20210103-1,2021-01-03,1,479.9,PRD-2021-SKU-04595,industrial_machinery,WO-2021-53512,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,371.778,79.375,352.02,838.72,409.64,502.75,0.213,WC-001,414.96,99.9,WC-002,359.35,98,53,52,1,0,1,9.63,12.43,0.7747,99.5147,53,0.4,1,-45.92,0.5,479.9,389.9,0.8125,0.6562,0.9811,0.5231,17.43,33.33,90.0,27.8,1,idling_minor_stops,average,performance_loss,59.8,2,90.0,0.0,3,160.0,30.0,70.5,yes,70.5,14.9,0.0,4.6,0.0,0.0,no,preventive,24.6,6.6,15,13,77.6,semi_skilled,8.8,0.0,no,no,38.5,SUP-175,4853.0,4.09,0.86,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5147,97.9154,202.5,3.895,33.0,22.7,,7.4,85.0,5588.56,7202.97,74.74,0.0,18.68,100,9000.0,1818.68,55.1,322.1683
MFG-LINE-PLT-002-02,PLT-002,WC-033,SHF-PLT-002-20240814-1,2024-08-14,1,457.3,PRD-2024-SKU-08275,electronics_pcb,WO-2024-49886,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.28,0.428,12.29,27.27,14.33,14.99,0.03,WC-007,14.63,93.13,WC-005,0.0,2143,1778,1777,1,0,1,252.08,281.25,0.8963,99.9794,1778,0.1,0,-17.03,11.66,457.3,423.2,0.9254,0.8963,0.9994,0.829,26.33,31.76,34.1,205.7,1,reduced_speed,good,performance_loss,0.0,0,34.1,0.0,1,457.3,34.1,34.1,yes,34.1,0.0,0.0,0.0,0.0,0.0,no,predictive,2.0,7.0,22,20,77.9,skilled,8.1,0.0,no,no,39.7,SUP-098,206.0,5.03,1.18,1.28,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9794,97.1394,1341.6,0.755,349.9,96.0,,8.1,563.5,5937.47,5935.55,6.95,0.0,1.74,150,5115.0,1024.74,54.9,13.6354
MFG-LINE-PLT-004-04,PLT-004,WC-039,SHF-PLT-004-20220519-3,2022-05-19,3,443.7,PRD-2022-SKU-09800,industrial_machinery,WO-2022-17513,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,531.803,144.252,493.96,787.63,523.72,769.82,0.271,WC-001,565.71,96.7,WC-002,519.37,91,37,36,1,0,1,6.64,12.43,0.5342,99.3285,37,0.9,2,-59.34,2.43,443.7,358.0,0.8069,0.4989,0.973,0.3917,12.07,30.82,85.7,37.2,1,idling_minor_stops,poor,performance_loss,23.9,1,85.7,0.0,5,88.7,17.1,40.7,yes,40.7,41.9,0.0,0.0,3.0,0.0,no,corrective,24.6,5.1,3,2,79.1,trainee,0.7,0.0,no,no,50.7,SUP-103,6715.0,3.97,0.82,0.86,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.3285,98.3321,72.9,2.024,15.7,9.6,,8.7,30.6,703.47,1573.14,69.19,0.0,17.3,100,8570.0,1731.3,53.0,134.3511
MFG-LINE-PLT-004-07,PLT-004,WC-010,SHF-PLT-004-20220929-2,2022-09-29,2,451.5,PRD-2022-SKU-01729,industrial_machinery,WO-2022-62903,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,224.732,11.237,192.04,367.7,230.18,243.27,0.05,WC-003,232.45,94.03,WC-004,206.68,135,104,103,1,0,1,15.88,18.05,0.8798,99.9323,104,1.9,4,-22.96,1.71,451.5,393.0,0.8704,0.8794,0.9904,0.7581,23.77,31.36,58.5,14.3,1,setup_adjustment,good,availability_loss,0.0,0,58.5,0.0,4,112.9,14.6,35.9,yes,35.9,9.2,0.0,3.9,0.0,9.6,no,corrective,22.9,5.2,9,8,83.5,multi_skilled,6.9,0.0,no,no,86.5,SUP-020,677.0,4.7,1.07,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9323,98.6955,382.0,3.709,88.3,44.9,,7.5,160.4,1719.91,2405.85,47.56,0.0,11.89,100,5850.0,1181.89,58.1,88.0777
MFG-LINE-PLT-001-01,PLT-001,WC-033,SHF-PLT-001-20200128-2,2020-01-28,2,455.2,PRD-2020-SKU-08477,pharmaceutical,WO-2020-68578,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.158,0.755,23.22,48.18,24.99,26.4,0.03,WC-002,26.0,93.96,WC-008,0.0,1338,864,863,1,0,1,142.94,176.47,0.81,99.9846,864,0.7,1,-35.43,14.22,455.2,439.2,0.9648,0.6689,0.9988,0.6446,20.38,31.61,16.0,427.7,1,idling_minor_stops,average,performance_loss,76.5,3,16.0,0.0,1,455.2,16.0,16.0,no,16.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,4.9,9,8,61.3,skilled,4.1,1.7,no,no,75.8,SUP-015,154.0,5.11,1.2,1.25,contamination,labelling,automated_vision,yes,no,no,no,99.9846,99.0471,1198.7,1.389,209.8,86.9,,8.1,503.5,1451.33,1976.43,26.06,0.0,6.51,300,4800.0,966.51,31.4,30.0621
MFG-LINE-PLT-001-02,PLT-001,WC-039,SHF-PLT-001-20231108-1,2023-11-08,1,447.5,PRD-2023-SKU-02921,pharmaceutical,WO-2023-61835,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,82.957,22.502,76.2,116.65,81.18,120.09,0.271,WC-001,90.22,98.86,WC-004,12.09,528,317,316,1,0,1,43.32,70.87,0.6113,99.9335,317,1.7,6,-39.96,5.3,447.5,439.1,0.9812,0.6113,0.9968,0.5979,18.58,31.07,8.4,201.6,1,reduced_speed,average,performance_loss,0.0,0,8.4,0.0,2,223.7,4.2,6.1,no,0.0,0.0,6.1,0.0,2.4,0.0,no,corrective,22.7,6.3,9,8,94.7,trainee,3.1,0.0,no,no,55.3,SUP-193,665.0,4.71,1.07,1.16,contamination,labelling,100pct_manual,yes,no,no,no,99.9335,99.4051,789.7,2.499,200.5,104.3,,6.7,331.7,3527.09,2946.98,20.66,0.0,5.17,300,2520.0,509.17,43.1,41.2129
MFG-LINE-PLT-005-03,PLT-005,WC-036,SHF-PLT-005-20200830-1,2020-08-30,1,449.0,PRD-2020-SKU-07540,automotive_body,WO-2020-56463,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,60.891,3.045,53.07,89.71,61.64,65.92,0.05,WC-001,60.8,90.78,WC-002,0.0,475,376,375,1,0,1,59.01,63.6,0.9278,99.9883,376,0.6,1,-20.84,3.13,449.0,400.0,0.8909,0.8867,0.9973,0.7878,24.57,31.18,49.0,48.0,1,idling_minor_stops,good,performance_loss,17.7,2,49.0,0.0,5,89.8,9.8,13.7,no,8.0,0.0,18.1,13.7,9.3,0.0,no,corrective,32.9,5.7,19,16,86.4,expert,12.3,0.0,no,no,41.6,SUP-158,117.0,5.18,1.23,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9883,99.6163,1030.5,2.748,265.7,116.1,20.6,7.8,432.8,6557.18,6275.23,28.09,0.0,7.02,200,9800.0,1967.02,57.5,62.3847
MFG-LINE-PLT-005-05,PLT-005,WC-035,SHF-PLT-005-20221117-2,2022-11-17,2,425.7,PRD-2022-SKU-04756,automotive_body,WO-2022-83762,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,84.844,2.545,76.26,196.29,85.33,89.04,0.03,WC-002,85.59,91.71,WC-001,25.82,418,297,296,1,0,1,42.34,59.02,0.7174,99.9807,297,1.8,6,-28.95,4.64,425.7,420.9,0.9887,0.7174,0.9966,0.7069,20.9,29.56,4.8,117.0,1,idling_minor_stops,good,performance_loss,0.0,0,4.8,0.0,1,425.7,4.8,4.8,no,0.0,0.0,0.0,4.8,0.0,0.0,no,predictive,23.7,4.2,10,9,61.8,semi_skilled,8.6,0.0,no,no,90.0,SUP-032,193.0,5.05,1.18,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9807,98.7902,743.6,2.512,190.3,38.9,14.9,8.0,312.3,2259.21,2694.65,36.97,0.0,9.24,200,960.0,201.24,48.0,53.8309
MFG-LINE-PLT-007-02,PLT-007,WC-034,SHF-PLT-007-20230815-2,2023-08-15,2,429.3,PRD-2023-SKU-05030,industrial_machinery,WO-2023-50264,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,282.263,33.872,248.7,461.23,278.97,338.15,0.12,WC-001,271.06,87.3,WC-002,266.72,110,66,65,1,0,1,12.73,15.54,0.8192,99.7717,66,1.1,3,-40.0,1.51,429.3,311.1,0.7247,0.8189,0.9848,0.5844,17.42,29.81,118.2,14.6,1,setup_adjustment,average,availability_loss,0.0,0,118.2,0.0,7,61.3,16.9,29.9,no,91.9,13.8,5.5,0.0,7.1,0.0,no,emergency,32.8,5.2,7,6,68.8,skilled,5.3,0.0,no,no,32.4,SUP-068,2283.0,4.34,0.95,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7717,98.8429,354.0,5.446,68.9,25.7,,6.4,148.7,1864.32,2206.11,13.66,0.0,3.42,100,11820.0,2367.42,36.4,76.4922
MFG-LINE-PLT-004-02,PLT-004,WC-012,SHF-PLT-004-20240212-1,2024-02-12,1,427.2,PRD-2024-SKU-09906,industrial_machinery,WO-2024-81742,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,253.137,47.843,231.25,618.41,241.81,332.08,0.189,WC-001,284.24,99.9,WC-002,237.14,113,68,67,1,0,1,14.02,16.0,0.8762,99.699,68,1.3,2,-39.82,0.63,427.2,340.8,0.7977,0.7483,0.9853,0.5882,17.45,29.67,86.4,22.9,1,reduced_speed,average,performance_loss,49.8,2,86.4,0.0,2,213.6,43.2,75.6,yes,75.6,10.9,0.0,0.0,0.0,0.0,no,predictive,6.1,6.5,16,15,90.6,skilled,4.9,1.1,no,no,79.0,SUP-161,3010.0,4.25,0.92,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.699,99.1288,250.6,3.741,66.0,24.8,,7.5,105.3,5241.83,12670.64,19.31,0.0,4.83,100,8640.0,1732.83,38.0,286.9485
MFG-LINE-PLT-004-01,PLT-004,WC-011,SHF-PLT-004-20240218-2,2024-02-18,2,446.9,PRD-2024-SKU-07247,industrial_machinery,WO-2024-26814,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,252.278,12.614,226.37,694.64,251.2,273.09,0.05,WC-001,257.8,92.9,WC-004,235.09,127,81,80,1,0,1,14.15,17.19,0.8232,99.8726,81,0.1,0,-36.22,0.51,446.9,343.5,0.7686,0.823,0.9877,0.6248,19.39,31.03,103.4,17.4,1,setup_adjustment,average,availability_loss,0.0,0,103.4,0.0,6,74.5,17.2,37.6,yes,37.6,25.9,11.1,10.1,0.0,18.7,no,corrective,28.6,5.7,24,21,74.8,skilled,10.1,0.0,no,yes,31.1,SUP-168,1274.0,4.52,1.01,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8726,99.8177,213.0,2.663,47.1,12.1,,8.2,89.5,7782.46,13001.57,41.06,0.0,10.27,100,10340.0,2078.27,52.7,301.3736
MFG-LINE-PLT-004-05,PLT-004,WC-040,SHF-PLT-004-20240509-1,2024-05-09,1,472.0,PRD-2024-SKU-09090,industrial_machinery,WO-2024-21985,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,157.765,7.888,147.06,321.96,153.08,170.78,0.05,WC-006,165.09,95.13,WC-010,133.97,187,157,156,1,0,1,22.73,23.79,0.9554,99.9374,157,1.2,2,-16.04,0.86,472.0,472.0,1.0,0.8387,0.9936,0.8334,27.32,32.78,0.0,30.2,1,reduced_speed,good,performance_loss,57.5,4,0.0,0.0,0,472.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,3.8,6.8,24,23,64.2,expert,2.4,0.0,no,no,31.7,SUP-023,626.0,4.73,1.08,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9374,96.9983,421.2,2.7,89.3,42.2,,8.2,176.9,8884.06,14749.32,67.35,0.0,16.84,100,0.0,16.84,41.0,219.2778
MFG-LINE-PLT-002-03,PLT-002,WC-036,SHF-PLT-002-20230314-1,2023-03-14,1,443.7,PRD-2023-SKU-08977,electronics_pcb,WO-2023-89086,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,56.145,2.807,50.9,67.65,56.93,60.78,0.05,WC-006,58.69,95.03,WC-001,0.0,608,417,416,1,0,1,64.12,82.38,0.7783,99.9488,417,0.1,0,-31.41,5.11,443.7,411.9,0.9283,0.7374,0.9976,0.6829,21.04,30.81,31.8,148.5,1,idling_minor_stops,average,performance_loss,21.7,2,31.8,0.0,3,147.9,10.6,15.6,no,0.0,15.6,0.0,16.2,0.0,0.0,no,corrective,13.3,6.4,13,11,89.8,semi_skilled,12.3,0.0,no,no,34.0,SUP-147,512.0,4.78,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9488,98.9181,470.9,1.132,110.0,52.8,,7.2,197.8,1785.79,2563.23,20.68,0.0,5.17,150,4770.0,959.17,71.8,31.1841
MFG-LINE-PLT-003-05,PLT-003,WC-032,SHF-PLT-003-20200319-1,2020-03-19,1,424.9,PRD-2020-SKU-09238,electronics_pcb,WO-2020-10817,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,44.081,5.29,41.16,80.89,44.43,52.81,0.12,WC-004,46.45,95.79,WC-003,0.0,651,417,416,1,0,1,81.57,92.07,0.886,99.9246,417,0.4,1,-35.94,2.8,424.9,342.8,0.8068,0.7927,0.9976,0.638,18.83,29.51,82.1,109.0,1,idling_minor_stops,average,performance_loss,36.1,1,82.1,0.0,5,85.0,16.4,43.7,yes,43.7,14.2,17.8,6.4,0.0,0.0,no,corrective,2.5,7.1,24,21,60.2,skilled,9.3,0.0,no,no,23.6,SUP-190,754.0,4.67,1.06,1.06,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9246,99.5746,163.5,0.393,33.9,8.7,,9.0,68.7,6933.12,11175.8,25.64,0.0,6.41,150,12315.0,2469.41,44.2,69.2327
MFG-LINE-PLT-004-05,PLT-004,WC-036,SHF-PLT-004-20240602-2,2024-06-02,2,458.1,PRD-2024-SKU-02195,industrial_machinery,WO-2024-50046,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,206.307,10.315,178.34,614.18,208.67,223.33,0.05,WC-001,217.06,95.65,WC-008,182.52,181,114,113,1,0,1,17.44,23.79,0.7331,99.8879,114,1.8,6,-37.02,2.47,458.1,426.5,0.931,0.674,0.9912,0.622,19.79,31.81,31.6,55.1,1,idling_minor_stops,average,performance_loss,34.3,1,31.6,0.0,2,229.0,15.8,19.9,no,0.0,19.9,0.0,0.0,11.6,0.0,no,preventive,3.8,6.1,7,6,89.4,semi_skilled,5.7,1.8,no,no,39.0,SUP-139,1121.0,4.56,1.02,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8879,98.504,251.4,2.225,50.6,37.7,,8.5,105.6,2846.18,2590.29,35.2,0.0,8.8,100,3160.0,640.8,38.1,83.6219
MFG-LINE-PLT-010-01,PLT-010,WC-024,SHF-PLT-010-20201122-1,2020-11-22,1,424.8,PRD-2020-SKU-08687,industrial_machinery,WO-2020-55019,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,324.914,25.993,279.08,712.51,317.34,367.8,0.08,WC-002,339.18,94.9,WC-001,312.04,91,74,73,1,0,1,11.01,12.87,0.8555,99.9124,74,0.2,0,-18.68,0.61,408.8,387.4,0.9477,0.8905,0.9865,0.8324,23.63,28.39,21.4,9.1,1,reduced_speed,good,performance_loss,0.0,0,21.4,16.0,1,424.8,21.4,21.4,no,0.0,0.0,21.4,0.0,0.0,0.0,yes,predictive,19.7,5.3,21,17,80.0,skilled,14.9,0.0,no,no,63.9,SUP-117,876.0,4.63,1.04,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9124,99.458,274.5,3.76,57.1,34.6,,7.5,115.3,7346.83,10840.22,24.11,0.0,6.03,100,2140.0,434.03,42.5,273.5779
MFG-LINE-PLT-002-03,PLT-002,WC-010,SHF-PLT-002-20210429-3,2021-04-29,3,445.2,PRD-2021-SKU-02068,electronics_pcb,WO-2021-25916,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,53.418,2.671,47.8,147.88,54.01,57.83,0.05,WC-006,55.63,94.68,WC-009,0.0,610,367,366,1,0,1,67.26,82.38,0.8165,99.9072,367,0.2,0,-39.84,24.66,445.2,375.8,0.8441,0.7112,0.9973,0.5987,18.51,30.92,69.4,149.0,1,idling_minor_stops,average,performance_loss,48.4,4,69.4,0.0,4,111.3,17.3,29.2,no,26.4,29.2,0.0,7.8,6.0,0.0,no,corrective,13.3,6.7,3,2,72.1,skilled,18.2,0.0,no,no,42.0,SUP-088,928.0,4.61,1.04,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9072,97.5654,252.2,0.689,45.6,16.0,,8.3,105.9,873.77,1217.73,21.11,0.0,5.28,150,10410.0,2087.28,51.5,26.8822
MFG-LINE-PLT-003-03,PLT-003,WC-049,SHF-PLT-003-20210520-1,2021-05-20,1,428.2,PRD-2021-SKU-06887,electronics_pcb,WO-2021-89294,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.74,0.537,9.98,22.36,10.57,11.63,0.05,WC-001,10.84,91.8,WC-003,0.0,2675,1886,1885,1,0,1,335.18,375.0,0.8938,99.9707,1886,0.0,0,-29.5,18.87,428.2,337.6,0.7884,0.8938,0.9995,0.7043,20.94,29.74,90.6,224.1,1,equipment_failure,good,availability_loss,0.0,0,90.6,0.0,4,107.1,22.7,39.6,yes,39.6,11.6,39.5,0.0,0.0,0.0,no,corrective,16.8,5.7,17,14,71.3,skilled,11.9,0.0,no,no,40.1,SUP-140,293.0,4.94,1.15,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9707,97.8089,1466.5,0.778,388.4,79.9,,8.1,615.9,5582.37,6502.61,9.99,0.0,2.5,150,13590.0,2720.5,63.6,16.4064
MFG-LINE-PLT-005-06,PLT-005,WC-023,SHF-PLT-005-20240713-2,2024-07-13,2,478.9,PRD-2024-SKU-07062,automotive_body,WO-2024-37791,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,88.617,4.431,76.02,123.26,88.09,95.93,0.05,WC-003,90.95,93.3,WC-004,40.62,383,226,225,1,0,1,40.48,48.0,0.8433,99.9836,226,0.1,0,-40.99,14.09,478.9,423.4,0.8841,0.6672,0.9956,0.5872,19.53,33.26,55.5,112.7,1,idling_minor_stops,average,performance_loss,88.5,2,55.5,0.0,3,159.6,18.5,23.9,no,43.9,11.7,0.0,0.0,0.0,0.0,no,preventive,32.1,6.4,3,2,76.0,skilled,3.2,0.0,no,no,13.4,SUP-083,164.0,5.09,1.2,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9836,97.7366,543.8,2.417,103.8,71.8,10.9,8.1,228.4,1006.81,2038.82,20.14,0.0,5.04,200,11100.0,2225.04,60.1,33.7656
MFG-LINE-PLT-004-05,PLT-004,WC-040,SHF-PLT-004-20210114-2,2021-01-14,2,464.6,PRD-2021-SKU-05986,industrial_machinery,WO-2021-30632,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,175.204,8.76,165.33,390.07,171.71,189.66,0.05,WC-005,187.58,97.33,WC-004,151.41,184,130,129,1,0,1,20.45,23.79,0.8596,99.9128,130,0.1,0,-29.35,8.33,464.6,381.5,0.8211,0.8593,0.9923,0.7002,22.59,32.26,83.1,21.3,1,equipment_failure,good,availability_loss,0.0,0,83.1,0.0,1,464.6,83.1,83.1,yes,83.1,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,7.2,3,2,82.6,skilled,1.2,0.0,no,no,52.3,SUP-045,872.0,4.63,1.04,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9128,99.1108,540.0,4.186,116.2,46.5,,7.2,226.8,838.57,1346.97,28.28,0.0,7.07,100,8310.0,1669.07,34.7,45.4414
MFG-LINE-PLT-004-01,PLT-004,WC-048,SHF-PLT-004-20230728-2,2023-07-28,2,479.3,PRD-2023-SKU-09697,industrial_machinery,WO-2023-59987,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,287.738,14.387,270.36,377.76,286.28,311.48,0.05,WC-009,306.39,96.8,WC-003,270.55,137,76,75,1,0,1,12.36,17.19,0.719,99.832,76,0.5,1,-44.53,9.39,479.3,369.0,0.7699,0.7188,0.9868,0.5461,18.18,33.28,110.3,29.7,1,idling_minor_stops,average,performance_loss,0.0,0,110.3,0.0,8,59.9,13.8,24.9,no,37.7,23.4,0.0,6.6,17.7,24.9,no,emergency,28.6,5.3,1,1,64.4,semi_skilled,8.8,0.0,no,no,28.8,SUP-036,1680.0,4.43,0.98,0.99,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.832,98.1977,258.7,3.449,52.3,36.7,,7.7,108.7,389.21,816.61,42.66,0.0,10.66,100,11030.0,2216.66,32.2,59.3064
MFG-LINE-PLT-010-02,PLT-010,WC-040,SHF-PLT-010-20241130-2,2024-11-30,2,457.6,PRD-2024-SKU-06106,industrial_machinery,WO-2024-19537,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,322.275,56.398,298.38,859.59,305.36,415.33,0.175,WC-004,332.71,93.85,WC-003,309.89,94,75,74,1,0,1,11.14,12.38,0.8998,99.7906,75,0.0,0,-20.21,0.88,427.0,404.5,0.9473,0.899,0.9867,0.8403,24.92,29.65,22.5,8.4,1,reduced_speed,good,performance_loss,31.2,1,22.5,30.6,2,228.8,11.3,12.0,no,0.0,12.0,0.0,0.0,10.6,0.0,yes,corrective,32.7,5.4,13,11,76.2,expert,13.0,0.0,no,no,15.2,SUP-085,2094.0,4.36,0.95,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7906,98.9017,202.7,2.739,39.4,18.2,,8.2,85.1,1799.89,2059.26,19.47,0.0,4.87,100,2250.0,454.87,27.1,71.8838
MFG-LINE-PLT-005-06,PLT-005,WC-029,SHF-PLT-005-20231021-2,2023-10-21,2,446.5,PRD-2023-SKU-01776,automotive_body,WO-2023-80055,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,90.373,4.519,79.18,147.34,87.67,97.83,0.05,WC-002,92.38,92.92,WC-004,42.37,357,232,231,1,0,1,39.76,48.0,0.8283,99.9845,232,2.2,4,-35.01,6.21,446.5,384.7,0.8616,0.7539,0.9957,0.6468,20.05,31.0,61.8,75.7,1,reduced_speed,average,performance_loss,34.5,1,61.8,0.0,5,89.3,12.4,22.4,no,22.4,0.0,13.8,6.9,3.0,15.7,no,corrective,32.1,6.3,6,5,92.4,skilled,5.7,0.0,no,yes,23.0,SUP-022,155.0,5.11,1.2,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9845,99.673,829.3,3.59,220.7,83.8,16.6,7.1,348.3,1550.35,1579.13,37.82,0.0,9.46,200,12360.0,2481.46,52.3,51.5313
MFG-LINE-PLT-001-01,PLT-001,WC-040,SHF-PLT-001-20200916-2,2020-09-16,2,428.6,PRD-2020-SKU-07321,pharmaceutical,WO-2020-52968,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.018,0.691,20.16,40.2,22.99,24.16,0.03,WC-007,23.81,94.02,WC-006,0.0,1260,1025,1024,1,0,1,156.28,176.47,0.8856,99.99,1025,0.2,0,-18.65,71.67,428.6,428.6,1.0,0.813,0.999,0.8122,24.18,29.77,0.0,235.8,1,reduced_speed,good,performance_loss,35.1,1,0.0,0.0,0,428.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,6.9,3,2,83.1,multi_skilled,5.8,0.0,no,no,64.7,SUP-118,35.0,5.48,1.33,1.46,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.3677,1073.2,1.048,215.1,136.1,,8.6,450.7,779.55,983.83,23.49,0.0,5.87,300,0.0,5.87,74.2,25.235
MFG-LINE-PLT-006-01,PLT-006,WC-038,SHF-PLT-006-20240724-2,2024-07-24,2,474.6,PRD-2024-SKU-06624,food_beverage,WO-2024-32124,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.704,3.324,25.33,73.68,27.36,33.19,0.12,WC-006,31.14,99.9,WC-009,0.0,1147,724,717,7,2,5,129.81,146.34,0.887,99.1164,726,0.1,0,-36.88,6.97,474.6,334.6,0.705,0.887,0.9903,0.6194,20.42,32.96,140.0,92.2,7,setup_adjustment,average,availability_loss,0.0,0,140.0,0.0,7,67.8,20.0,43.4,yes,97.3,22.9,12.7,0.0,7.1,0.0,no,corrective,33.4,4.2,15,13,60.2,expert,9.1,0.0,no,no,14.1,SUP-147,8836.0,3.87,0.79,0.9,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.1164,97.9743,432.4,0.603,98.3,36.0,,7.0,181.6,6667.4,12756.78,7.67,15.34,9.59,80,11200.0,2264.93,26.3,34.8358
MFG-LINE-PLT-002-01,PLT-002,WC-008,SHF-PLT-002-20211015-2,2021-10-15,2,465.5,PRD-2021-SKU-06536,electronics_pcb,WO-2021-33016,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.41,2.17,38.03,120.42,42.14,46.99,0.05,WC-002,45.66,95.63,WC-001,0.0,732,568,567,1,0,1,82.91,94.49,0.8774,99.9586,568,0.5,1,-22.4,14.62,465.5,411.0,0.8829,0.8775,0.9982,0.7734,25.0,32.33,54.5,79.3,1,idling_minor_stops,good,performance_loss,0.0,0,54.5,0.0,5,93.1,10.9,16.5,no,0.0,31.5,0.0,22.9,0.0,0.0,no,emergency,26.7,5.8,6,5,68.6,multi_skilled,10.3,0.0,no,no,11.0,SUP-075,414.0,4.84,1.11,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9586,99.7048,640.1,1.129,142.1,58.9,,7.2,268.8,1693.21,3978.53,23.48,0.0,5.87,150,8175.0,1640.87,52.6,33.5245
MFG-LINE-PLT-004-06,PLT-004,WC-022,SHF-PLT-004-20201128-1,2020-11-28,1,439.3,PRD-2020-SKU-06026,industrial_machinery,WO-2020-65507,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,183.686,22.042,158.95,465.19,188.59,220.06,0.12,WC-003,199.35,98.66,WC-001,151.72,232,128,127,1,0,1,19.52,31.97,0.6106,99.2468,128,1.2,4,-44.83,1.02,439.3,429.1,0.9768,0.5599,0.9922,0.5426,16.55,30.5,10.2,100.6,1,reduced_speed,average,performance_loss,35.7,1,10.2,0.0,1,439.3,10.2,10.2,no,0.0,0.0,10.2,0.0,0.0,0.0,no,preventive,6.6,5.5,19,17,81.2,trainee,5.9,2.0,no,no,66.9,SUP-060,7532.0,3.93,0.81,0.92,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.2468,96.7424,350.9,2.763,69.2,20.0,,8.2,147.4,5567.88,6486.27,24.26,0.0,6.07,100,1020.0,210.07,64.5,119.3656
MFG-LINE-PLT-001-01,PLT-001,WC-004,SHF-PLT-001-20210423-3,2021-04-23,3,431.5,PRD-2021-SKU-06367,pharmaceutical,WO-2021-62158,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.095,0.723,20.87,69.36,24.06,25.29,0.03,WC-003,24.7,93.19,WC-001,0.0,1268,971,970,1,0,1,149.35,176.47,0.8463,99.99,971,1.2,4,-23.42,26.98,431.5,390.1,0.9041,0.8463,0.999,0.7643,22.9,29.96,41.4,176.3,1,reduced_speed,good,performance_loss,0.0,0,41.4,0.0,3,143.8,13.8,22.6,no,0.0,14.6,4.2,22.6,0.0,0.0,no,preventive,26.8,4.7,6,5,63.2,expert,3.4,0.0,no,no,87.8,SUP-173,22.0,5.59,1.36,1.43,contamination,labelling,automated_vision,no,no,no,no,99.99,99.1321,955.4,0.985,228.5,79.5,,8.7,401.3,1394.27,3030.86,16.63,0.0,4.16,300,12420.0,2488.16,39.3,21.2091
MFG-LINE-PLT-004-03,PLT-004,WC-033,SHF-PLT-004-20220319-1,2022-03-19,1,451.7,PRD-2022-SKU-01937,industrial_machinery,WO-2022-73985,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,220.752,11.038,203.77,563.87,223.33,238.96,0.05,WC-004,221.73,91.31,WC-005,193.66,203,90,89,1,0,1,16.24,27.09,0.5995,99.7304,90,3.3,12,-55.67,1.31,451.7,410.3,0.9084,0.4858,0.9889,0.4364,13.69,31.37,41.4,95.3,1,reduced_speed,poor,performance_loss,77.8,2,41.4,0.0,3,150.6,13.8,19.9,no,0.0,0.0,19.9,21.5,0.0,0.0,no,corrective,22.2,4.8,11,9,66.6,trainee,10.0,0.0,no,yes,62.5,SUP-085,2696.0,4.28,0.93,0.94,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.7304,99.1441,361.6,4.063,82.1,46.2,,7.3,151.9,4064.56,5422.34,66.73,0.0,16.68,100,4140.0,844.68,28.4,174.0742
MFG-LINE-PLT-010-01,PLT-010,WC-007,SHF-PLT-010-20240214-1,2024-02-14,1,425.3,PRD-2024-SKU-07483,industrial_machinery,WO-2024-56656,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,289.775,23.182,256.41,833.05,288.88,328.03,0.08,WC-001,310.91,97.54,WC-003,276.9,91,72,71,1,0,1,12.3,12.87,0.9557,99.943,72,0.0,0,-20.88,0.67,425.3,373.4,0.878,0.8989,0.9861,0.7782,22.98,29.54,51.9,8.1,1,equipment_failure,good,availability_loss,22.3,1,51.9,0.0,3,141.8,17.3,20.5,no,0.0,20.5,12.1,0.0,0.0,19.3,no,emergency,19.7,6.7,18,15,93.7,expert,13.6,0.0,no,no,82.7,SUP-133,570.0,4.75,1.08,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.943,98.5692,202.1,2.847,46.2,29.9,,8.1,84.9,4876.43,10496.64,16.93,0.0,4.23,100,5190.0,1042.23,25.8,233.6906
MFG-LINE-PLT-007-01,PLT-007,WC-035,SHF-PLT-007-20210411-2,2021-04-11,2,428.8,PRD-2021-SKU-08264,industrial_machinery,WO-2021-73086,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,204.181,6.125,178.62,474.11,204.28,214.29,0.03,WC-009,207.21,92.26,WC-014,183.02,151,104,103,1,0,1,17.51,21.16,0.8275,99.9506,104,0.4,1,-31.13,0.8,428.8,389.6,0.9086,0.7568,0.9904,0.681,20.28,29.78,39.2,33.4,1,idling_minor_stops,average,performance_loss,33.2,3,39.2,0.0,3,142.9,13.1,15.3,no,15.2,15.3,8.6,0.0,0.0,0.0,no,preventive,27.1,5.7,20,18,71.0,skilled,6.0,0.0,no,no,38.2,SUP-168,494.0,4.79,1.1,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9506,98.2495,119.8,1.163,29.8,11.6,,9.2,50.3,8165.42,10901.93,80.96,0.0,20.24,100,3920.0,804.24,74.6,266.8659
MFG-LINE-PLT-003-04,PLT-003,WC-027,SHF-PLT-003-20230125-2,2023-01-25,2,464.1,PRD-2023-SKU-03036,electronics_pcb,WO-2023-83157,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.036,1.652,29.93,92.4,33.02,35.76,0.05,WC-008,34.37,94.59,WC-001,0.0,1027,511,510,1,0,1,108.9,132.84,0.8198,99.9775,511,1.4,5,-50.24,5.07,464.1,341.3,0.7354,0.6763,0.998,0.4963,15.99,32.23,122.8,244.6,1,idling_minor_stops,poor,performance_loss,59.7,2,122.8,0.0,5,92.8,24.6,77.2,yes,77.2,0.0,0.0,5.7,16.2,23.7,no,preventive,11.0,5.7,15,13,87.6,skilled,9.3,0.0,no,no,79.5,SUP-147,225.0,5.01,1.17,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9775,98.6479,439.1,0.861,77.3,36.5,,7.8,184.4,5442.79,7947.33,13.76,0.0,3.44,150,18420.0,3687.44,49.1,40.0421
MFG-LINE-PLT-010-04,PLT-010,WC-030,SHF-PLT-010-20220812-3,2022-08-12,3,448.8,PRD-2022-SKU-04275,industrial_machinery,WO-2022-84536,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,327.94,39.353,305.23,547.25,357.8,392.87,0.12,WC-008,368.96,99.9,WC-007,314.32,101,56,55,1,0,1,10.81,13.62,0.7937,99.7566,56,2.0,4,-44.55,1.84,448.8,348.0,0.7754,0.7089,0.9821,0.5398,16.82,31.17,100.8,23.0,1,idling_minor_stops,average,performance_loss,37.0,1,100.8,0.0,5,89.8,20.2,30.9,yes,42.8,0.0,20.3,7.9,0.0,29.8,no,preventive,14.7,5.6,5,4,91.6,skilled,2.6,0.0,no,no,78.0,SUP-173,2434.0,4.32,0.94,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7566,98.061,197.2,3.586,45.6,18.2,,7.6,82.8,652.59,1413.56,44.21,0.0,11.05,100,10080.0,2027.05,61.9,82.5802
MFG-LINE-PLT-001-02,PLT-001,WC-037,SHF-PLT-001-20200830-2,2020-08-30,2,438.5,PRD-2020-SKU-03089,pharmaceutical,WO-2020-99571,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,67.895,14.496,61.63,191.61,65.15,91.81,0.213,WC-003,76.57,99.9,WC-001,0.0,517,321,320,1,0,1,52.96,70.87,0.7473,99.9551,321,1.7,6,-37.91,4.38,438.5,363.6,0.8292,0.7474,0.9969,0.6178,18.81,30.45,74.9,108.5,1,idling_minor_stops,average,performance_loss,0.0,0,74.9,0.0,4,109.6,18.7,48.6,yes,48.6,0.0,19.5,0.0,6.8,0.0,no,corrective,22.7,5.4,12,10,75.8,semi_skilled,13.3,0.0,no,no,57.1,SUP-193,449.0,4.82,1.11,1.18,contamination,labelling,100pct_manual,no,no,no,no,99.9551,98.0253,473.3,1.479,101.8,29.3,,8.0,198.8,3104.86,5847.21,52.43,0.0,13.11,300,22470.0,4507.11,25.7,80.5691
MFG-LINE-PLT-005-05,PLT-005,WC-021,SHF-PLT-005-20200608-1,2020-06-08,1,475.6,PRD-2020-SKU-07623,automotive_body,WO-2020-08732,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,77.236,2.317,70.69,228.14,78.28,81.06,0.03,WC-003,77.73,91.49,WC-002,18.22,467,224,223,1,0,1,46.52,59.02,0.7882,99.9835,224,0.4,1,-52.03,1.88,475.6,428.8,0.9016,0.531,0.9955,0.4767,15.75,33.03,46.8,197.8,1,idling_minor_stops,poor,performance_loss,139.9,4,46.8,0.0,3,158.5,15.6,17.5,no,15.7,31.1,0.0,0.0,0.0,0.0,no,corrective,23.7,6.9,16,15,65.1,semi_skilled,1.5,0.0,no,no,63.1,SUP-045,165.0,5.09,1.2,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9835,98.3672,611.2,2.741,130.8,45.6,12.2,7.8,256.7,2796.07,6001.5,19.45,0.0,4.86,200,9360.0,1876.86,68.2,58.9882
MFG-LINE-PLT-002-01,PLT-002,WC-033,SHF-PLT-002-20201122-1,2020-11-22,1,434.2,PRD-2020-SKU-07203,electronics_pcb,WO-2020-28837,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,40.605,2.03,34.78,114.74,40.47,43.95,0.05,WC-001,40.52,90.71,WC-002,0.0,683,416,415,1,0,1,88.6,94.49,0.9377,99.9621,416,0.2,0,-39.09,3.19,434.2,350.9,0.8081,0.7528,0.9976,0.6069,18.3,30.15,83.3,136.6,1,reduced_speed,average,performance_loss,69.2,4,83.3,0.0,3,144.7,27.8,36.9,yes,36.9,0.0,0.0,19.6,0.0,26.8,no,preventive,26.7,6.2,20,18,91.9,expert,9.4,0.0,no,no,57.3,SUP-153,379.0,4.87,1.12,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9621,99.9182,458.2,1.104,85.8,34.7,,7.2,192.4,3664.8,6822.88,9.02,0.0,2.25,150,12495.0,2501.25,32.7,34.3133
MFG-LINE-PLT-001-01,PLT-001,WC-042,SHF-PLT-001-20230225-1,2023-02-25,1,421.1,PRD-2023-SKU-09417,pharmaceutical,WO-2023-61539,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.793,0.684,20.9,56.57,22.8,23.92,0.03,WC-008,23.04,91.88,WC-005,0.0,1238,1012,1011,1,0,1,157.85,176.47,0.8945,99.99,1012,0.2,0,-18.26,8.0,421.1,384.7,0.9136,0.8945,0.999,0.8164,23.87,29.24,36.4,119.4,1,reduced_speed,good,performance_loss,0.0,0,36.4,0.0,1,421.1,36.4,36.4,yes,36.4,0.0,0.0,0.0,0.0,0.0,no,emergency,26.8,5.8,19,18,82.8,skilled,3.5,0.0,no,no,57.7,SUP-045,93.0,5.24,1.25,1.25,contamination,labelling,automated_vision,no,no,no,no,99.99,99.6207,2405.2,2.379,548.0,350.6,,6.8,1010.2,2917.51,2696.28,12.1,0.0,3.02,300,10920.0,2187.02,32.0,17.6647
MFG-LINE-PLT-003-01,PLT-003,WC-022,SHF-PLT-003-20200417-1,2020-04-17,1,434.9,PRD-2020-SKU-04064,electronics_pcb,WO-2020-89530,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.901,1.145,20.74,49.91,22.49,24.79,0.05,WC-004,23.64,93.86,WC-002,0.0,1272,842,841,1,0,1,157.12,175.61,0.8947,99.9518,842,0.5,1,-33.81,14.5,434.9,410.0,0.9427,0.7016,0.9988,0.6607,19.96,30.2,24.9,358.1,1,reduced_speed,average,performance_loss,88.5,3,24.9,0.0,3,145.0,8.3,8.6,no,0.0,8.2,8.6,8.2,0.0,0.0,no,preventive,24.0,5.8,10,8,64.4,skilled,14.0,0.0,no,no,62.8,SUP-198,482.0,4.8,1.1,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9518,96.9816,120.3,0.143,23.8,15.7,,9.6,50.5,1711.64,3393.54,14.92,0.0,3.73,150,3735.0,750.73,46.0,21.0081
MFG-LINE-PLT-004-03,PLT-004,WC-005,SHF-PLT-004-20220622-3,2022-06-22,3,423.8,PRD-2022-SKU-05043,industrial_machinery,WO-2022-00971,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,156.535,7.827,141.63,383.79,154.68,169.45,0.05,WC-001,159.13,92.42,WC-005,129.44,191,109,108,1,0,1,22.89,27.09,0.845,99.8938,109,0.4,1,-42.93,2.55,423.8,285.7,0.6741,0.845,0.9908,0.5644,16.61,29.43,138.1,20.0,1,setup_adjustment,average,availability_loss,0.0,0,138.1,0.0,6,70.6,23.0,46.8,yes,96.3,0.0,41.8,0.0,0.0,0.0,no,preventive,22.2,5.9,7,6,66.2,expert,1.6,1.9,no,no,76.1,SUP-026,1062.0,4.57,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8938,99.4402,363.7,3.368,89.0,31.1,,7.8,152.8,2656.35,3187.52,49.19,0.0,12.3,100,13810.0,2774.3,70.9,103.7554
MFG-LINE-PLT-008-01,PLT-008,WC-008,SHF-PLT-008-20200507-1,2020-05-07,1,456.6,PRD-2020-SKU-06576,medical_devices,WO-2020-70665,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,121.847,14.622,109.24,364.83,116.4,145.97,0.12,WC-003,121.38,90.56,WC-002,90.24,240,94,93,1,0,1,29.27,31.61,0.926,99.99,94,3.0,9,-60.83,1.75,456.6,221.8,0.4858,0.8044,0.9894,0.3866,12.26,31.71,234.8,22.9,1,setup_adjustment,poor,availability_loss,29.1,2,234.8,0.0,3,152.2,78.3,124.0,yes,211.4,23.5,0.0,0.0,0.0,0.0,no,emergency,7.3,5.6,8,7,69.2,expert,9.6,1.3,no,no,82.8,SUP-184,59.0,5.35,1.28,1.39,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.99,98.2718,128.4,1.381,27.3,16.6,,7.7,53.9,2914.37,6477.0,19.66,0.0,4.92,250,58700.0,11744.92,67.8,120.8539
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20220507-3,2022-05-07,3,444.6,PRD-2022-SKU-06317,automotive_body,WO-2022-68091,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,65.417,5.233,56.98,136.3,66.58,74.05,0.08,WC-002,63.8,88.66,WC-005,0.0,561,359,358,1,0,1,55.02,75.79,0.726,99.9413,359,1.8,6,-36.01,2.68,444.6,419.5,0.9435,0.6775,0.9972,0.6375,19.68,30.87,25.1,170.9,1,reduced_speed,average,performance_loss,28.0,1,25.1,0.0,1,444.6,25.1,25.1,no,0.0,25.1,0.0,0.0,0.0,0.0,no,preventive,1.3,7.7,22,18,93.6,semi_skilled,16.6,0.0,no,no,50.6,SUP-051,587.0,4.75,1.08,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9413,98.0381,1146.7,3.203,225.4,117.2,22.9,7.4,481.6,3902.63,7162.66,24.38,0.0,6.09,200,5020.0,1010.09,30.8,55.3567
MFG-LINE-PLT-005-06,PLT-005,WC-041,SHF-PLT-005-20231101-2,2023-11-01,2,422.3,PRD-2023-SKU-04996,automotive_body,WO-2023-61167,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,91.753,4.588,86.21,141.83,90.39,99.32,0.05,WC-009,91.6,90.76,WC-004,43.75,337,246,245,1,0,1,39.17,48.0,0.816,99.9865,246,1.6,3,-27.0,6.96,422.3,376.8,0.8923,0.816,0.9959,0.7251,21.27,29.33,45.5,55.5,1,reduced_speed,good,performance_loss,0.0,0,45.5,0.0,3,140.8,15.2,27.2,no,0.0,42.9,0.0,0.0,2.6,0.0,no,predictive,32.1,3.8,6,5,81.5,skilled,10.0,0.0,no,no,50.8,SUP-018,135.0,5.14,1.21,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9865,97.7591,334.4,1.365,73.9,24.1,6.7,8.9,140.4,891.87,1141.55,12.34,0.0,3.08,200,9100.0,1823.08,44.2,20.69
MFG-LINE-PLT-008-01,PLT-008,WC-014,SHF-PLT-008-20210411-1,2021-04-11,1,449.0,PRD-2021-SKU-08224,medical_devices,WO-2021-32211,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,128.45,15.414,113.86,385.05,129.32,153.88,0.12,WC-002,121.19,85.77,WC-001,96.84,236,209,208,1,0,1,27.93,31.61,0.8836,99.99,209,0.7,2,-11.44,2.78,449.0,449.0,1.0,0.8837,0.9952,0.8795,27.42,31.18,0.0,27.5,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,449.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,7.1,12,10,89.1,skilled,10.3,0.0,no,no,19.9,SUP-032,71.0,5.3,1.27,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.99,99.2249,279.6,1.344,49.8,18.7,,7.8,117.4,3177.43,4972.12,19.68,0.0,4.92,250,0.0,4.92,51.6,58.9551
MFG-LINE-PLT-004-05,PLT-004,WC-027,SHF-PLT-004-20230515-2,2023-05-15,2,444.0,PRD-2023-SKU-08854,industrial_machinery,WO-2023-53128,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,166.125,8.306,154.79,387.51,168.39,179.83,0.05,WC-006,170.83,93.48,WC-003,142.34,175,145,144,1,0,1,21.52,23.79,0.9046,99.9279,145,0.3,0,-17.14,1.22,444.0,404.2,0.9104,0.9046,0.9931,0.8178,25.22,30.83,39.8,15.3,1,idling_minor_stops,good,performance_loss,0.0,0,39.8,0.0,2,222.0,19.9,28.2,no,0.0,0.0,11.6,0.0,0.0,28.2,no,preventive,3.8,6.4,17,16,75.2,expert,5.1,0.0,no,no,73.3,SUP-121,721.0,4.69,1.06,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9279,97.4411,458.5,3.184,87.2,65.6,,7.9,192.6,6271.39,15233.64,28.55,0.0,7.14,100,3980.0,803.14,72.0,178.0888
MFG-LINE-PLT-005-03,PLT-005,WC-040,SHF-PLT-005-20240718-2,2024-07-18,2,469.4,PRD-2024-SKU-01502,automotive_body,WO-2024-50859,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,69.416,3.471,61.95,94.5,69.48,75.14,0.05,WC-002,70.68,92.56,WC-001,5.82,497,259,258,1,0,1,51.66,63.6,0.8123,99.9822,259,4.2,9,-47.89,5.5,469.4,343.8,0.7324,0.7106,0.9961,0.5185,16.9,32.6,125.6,105.5,1,reduced_speed,average,performance_loss,43.0,1,125.6,0.0,4,117.4,31.4,33.5,yes,31.5,61.7,0.0,0.0,0.0,32.4,no,preventive,32.9,4.6,7,6,81.7,skilled,7.8,0.0,no,no,52.2,SUP-085,178.0,5.07,1.19,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9822,99.773,353.2,1.369,78.2,36.9,7.1,8.9,148.3,2472.18,3976.92,23.29,0.0,5.82,200,25120.0,5029.82,44.0,48.3768
MFG-LINE-PLT-005-05,PLT-005,WC-020,SHF-PLT-005-20220630-2,2022-06-30,2,462.8,PRD-2022-SKU-02293,automotive_body,WO-2022-63525,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,66.902,2.007,59.26,96.92,66.57,70.21,0.03,WC-001,67.71,92.01,WC-003,7.88,455,361,360,1,0,1,53.77,59.02,0.911,99.99,361,0.3,1,-20.66,3.89,462.8,446.0,0.9637,0.8229,0.9972,0.7909,25.42,32.14,16.8,77.7,1,reduced_speed,good,performance_loss,43.2,1,16.8,0.0,2,231.4,8.4,12.8,no,0.0,0.0,12.8,4.0,0.0,0.0,no,corrective,23.7,5.6,14,12,79.3,expert,8.6,0.0,no,no,72.0,SUP-162,40.0,5.44,1.31,1.49,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.035,1261.1,3.503,318.6,178.4,25.2,7.2,529.7,4711.93,9270.23,59.17,0.0,14.79,200,3360.0,686.79,46.1,98.1737
MFG-LINE-PLT-009-01,PLT-009,WC-014,SHF-PLT-009-20221205-3,2022-12-05,3,423.4,PRD-2022-SKU-03499,automotive_body,WO-2022-57053,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,90.535,10.864,83.91,195.61,91.52,108.46,0.12,WC-001,92.52,92.9,WC-004,33.21,404,257,256,1,0,1,39.69,57.32,0.6924,99.92,257,3.4,6,-36.39,6.05,423.4,388.5,0.9176,0.6923,0.9961,0.6328,18.61,29.41,34.9,114.2,1,idling_minor_stops,average,performance_loss,0.0,0,34.9,0.0,2,211.7,17.4,23.1,no,0.0,0.0,11.8,0.0,0.0,23.1,no,corrective,28.2,4.6,7,6,85.5,semi_skilled,7.9,0.0,no,no,56.2,SUP-187,800.0,4.66,1.05,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.92,99.3659,670.5,2.619,169.0,54.7,13.4,7.9,281.6,1214.77,2690.5,47.72,0.0,11.93,200,6980.0,1407.93,62.2,63.1614
MFG-LINE-PLT-010-01,PLT-010,WC-020,SHF-PLT-010-20200105-1,2020-01-05,1,422.7,PRD-2020-SKU-06826,industrial_machinery,WO-2020-55961,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,326.997,26.16,285.89,593.38,314.95,370.16,0.08,WC-004,347.54,96.62,WC-002,314.13,90,65,64,1,0,1,10.85,12.87,0.843,99.8809,65,1.3,3,-27.78,0.83,422.7,398.2,0.942,0.7609,0.9846,0.7058,20.72,29.35,24.5,20.4,1,reduced_speed,good,performance_loss,38.9,1,24.5,0.0,3,140.9,8.2,11.8,no,0.0,0.0,22.4,0.0,2.1,0.0,no,preventive,19.7,4.7,13,11,88.5,skilled,9.9,0.0,no,no,84.3,SUP-169,1191.0,4.54,1.01,1.06,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8809,99.0635,155.1,2.424,40.9,18.5,,8.4,65.1,4338.78,5098.93,61.76,0.0,15.44,100,2450.0,505.44,72.3,210.1892
MFG-LINE-PLT-004-07,PLT-004,WC-034,SHF-PLT-004-20210814-1,2021-08-14,1,443.2,PRD-2021-SKU-06845,industrial_machinery,WO-2021-90852,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,322.314,16.116,302.47,500.44,328.54,348.91,0.05,WC-003,326.75,92.16,WC-004,304.26,133,53,52,1,0,1,11.13,18.05,0.6166,99.7661,53,0.0,0,-60.15,0.7,443.2,315.9,0.7128,0.5575,0.9811,0.3899,12.0,30.78,127.3,42.1,1,reduced_speed,poor,performance_loss,30.3,1,127.3,0.0,7,63.3,18.2,34.6,yes,39.4,80.1,0.0,7.8,0.0,0.0,no,preventive,22.9,5.8,11,10,86.0,trainee,4.4,0.0,no,no,53.0,SUP-175,2339.0,4.33,0.94,0.95,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7661,97.6307,107.1,2.06,24.1,12.1,,8.6,45.0,2656.35,4785.54,24.11,0.0,6.03,100,12730.0,2552.03,70.9,167.6869
MFG-LINE-PLT-003-03,PLT-003,WC-014,SHF-PLT-003-20220919-3,2022-09-19,3,469.1,PRD-2022-SKU-07707,electronics_pcb,WO-2022-12358,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.219,0.561,9.71,18.44,11.33,12.14,0.05,WC-002,11.26,91.22,WC-001,0.0,2930,1686,1685,1,0,1,320.8,375.0,0.8555,99.9536,1686,1.0,2,-42.46,43.11,439.5,388.3,0.8835,0.6948,0.9994,0.6135,18.72,30.52,51.2,740.6,1,reduced_speed,average,performance_loss,102.5,3,51.2,29.6,4,117.3,12.8,20.5,no,20.5,16.0,14.7,0.0,0.0,0.0,yes,corrective,16.8,5.7,6,5,75.7,expert,7.3,0.0,no,yes,81.2,SUP-005,464.0,4.81,1.1,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9536,98.2045,1508.1,0.895,329.9,202.6,,7.8,633.4,1575.64,1948.89,11.58,0.0,2.9,150,7680.0,1538.9,33.0,13.6786
MFG-LINE-PLT-004-06,PLT-004,WC-031,SHF-PLT-004-20220702-1,2022-07-02,1,478.5,PRD-2022-SKU-05783,industrial_machinery,WO-2022-24314,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.989,15.479,110.46,157.96,122.23,154.53,0.12,WC-003,134.49,94.79,WC-001,97.02,254,132,131,1,0,1,27.89,31.97,0.8724,99.8577,132,0.0,0,-48.03,0.97,478.5,355.7,0.7434,0.6965,0.9924,0.5138,17.07,33.23,122.8,57.5,1,idling_minor_stops,average,performance_loss,71.7,2,122.8,0.0,5,95.7,24.6,61.7,yes,84.1,25.6,13.0,0.0,0.0,0.0,no,preventive,6.6,6.4,19,17,89.2,skilled,10.3,0.0,no,no,85.4,SUP-191,1423.0,4.48,0.99,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8577,98.8741,309.8,2.365,75.5,35.4,,8.4,130.1,5903.38,12949.88,21.24,0.0,5.31,100,12280.0,2461.31,42.5,165.3202
MFG-LINE-PLT-010-03,PLT-010,WC-025,SHF-PLT-010-20230715-1,2023-07-15,1,457.6,PRD-2023-SKU-05769,industrial_machinery,WO-2023-10015,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.785,5.374,39.68,73.33,44.03,53.65,0.12,WC-002,50.95,99.9,WC-008,0.0,786,399,397,2,0,2,80.27,103.45,0.7759,99.705,399,2.3,7,-49.24,17.35,457.6,381.9,0.8346,0.6059,0.995,0.5032,15.99,31.78,75.7,259.5,2,idling_minor_stops,average,performance_loss,83.7,2,75.7,0.0,5,91.5,15.1,22.1,no,38.3,10.5,26.9,0.0,0.0,0.0,no,corrective,29.1,5.0,4,3,73.7,semi_skilled,8.0,1.2,no,no,68.6,SUP-084,2950.0,4.25,0.92,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.705,97.4937,1665.8,4.196,304.9,132.5,,7.2,699.6,1234.51,2658.15,108.78,0.0,54.39,100,7570.0,1568.39,68.7,119.1332
MFG-LINE-PLT-005-04,PLT-005,WC-012,SHF-PLT-005-20220217-1,2022-02-17,1,477.4,PRD-2022-SKU-01923,automotive_body,WO-2022-47102,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.113,6.254,47.99,140.89,51.77,62.43,0.12,WC-001,55.59,96.98,WC-002,0.0,614,393,392,1,0,1,69.05,77.25,0.8939,99.9671,393,2.0,4,-35.99,3.08,477.4,376.9,0.7895,0.8098,0.9975,0.6377,21.14,33.15,100.5,92.3,1,setup_adjustment,average,availability_loss,35.4,1,100.5,0.0,7,68.2,14.4,26.7,no,41.0,0.0,51.0,8.4,0.0,0.0,no,preventive,15.6,7.1,17,16,68.7,skilled,0.7,0.0,no,no,52.5,SUP-047,329.0,4.91,1.14,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9671,98.7774,1187.0,3.028,236.8,171.1,23.7,7.6,498.5,7541.53,14348.05,36.73,0.0,9.18,200,20100.0,4029.18,70.4,92.6645
MFG-LINE-PLT-010-02,PLT-010,WC-019,SHF-PLT-010-20200323-1,2020-03-23,1,420.9,PRD-2020-SKU-05381,industrial_machinery,WO-2020-21435,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,302.681,52.969,259.01,419.33,304.76,390.08,0.175,WC-003,336.87,99.9,WC-001,290.3,86,72,71,1,0,1,11.74,12.38,0.9483,99.7522,72,0.5,1,-16.28,0.92,420.9,388.9,0.924,0.8977,0.9861,0.8179,23.9,29.23,32.0,8.2,1,idling_minor_stops,good,performance_loss,21.0,1,32.0,0.0,2,210.4,16.0,17.0,no,0.0,17.0,0.0,0.0,0.0,15.0,no,preventive,32.7,5.4,12,11,76.8,expert,3.5,0.0,no,no,11.7,SUP-028,2478.0,4.31,0.94,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7522,96.8544,199.5,2.81,38.8,20.4,,8.1,83.8,4489.71,8082.81,126.73,0.0,31.68,100,3200.0,671.68,52.3,305.5927
MFG-LINE-PLT-010-01,PLT-010,WC-038,SHF-PLT-010-20230202-1,2023-02-02,1,464.6,PRD-2023-SKU-06790,industrial_machinery,WO-2023-74226,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,303.535,24.283,261.13,523.35,306.8,343.6,0.08,WC-002,295.89,88.62,WC-001,290.67,99,67,66,1,0,1,11.83,12.87,0.9192,99.9141,67,1.5,5,-32.32,0.47,464.6,415.2,0.8937,0.7523,0.9851,0.6623,21.37,32.26,49.4,22.1,1,idling_minor_stops,average,performance_loss,75.3,4,49.4,0.0,2,232.3,24.7,30.7,yes,0.0,18.8,0.0,0.0,0.0,30.7,no,preventive,19.7,5.5,19,18,68.0,multi_skilled,5.2,0.0,no,no,63.0,SUP-102,859.0,4.64,1.05,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9141,98.0234,113.1,1.713,20.6,16.5,,8.9,47.5,5440.35,12546.33,100.71,0.0,25.18,100,4940.0,1013.18,68.0,374.7614
MFG-LINE-PLT-005-05,PLT-005,WC-020,SHF-PLT-005-20200201-2,2020-02-01,2,463.4,PRD-2020-SKU-08251,automotive_body,WO-2020-39919,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,72.101,2.163,61.62,140.26,72.46,75.67,0.03,WC-001,73.0,92.05,WC-003,13.08,455,348,347,1,0,1,49.9,59.02,0.8455,99.99,348,0.3,0,-23.52,1.95,463.4,418.4,0.9029,0.8456,0.9971,0.7613,24.5,32.18,45.0,63.5,1,idling_minor_stops,good,performance_loss,0.0,0,45.0,0.0,4,115.9,11.3,26.4,no,26.4,13.3,0.0,5.3,0.0,0.0,no,preventive,23.7,6.5,24,23,79.0,skilled,2.3,0.0,no,no,32.4,SUP-193,72.0,5.3,1.27,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.3765,1060.8,3.057,271.4,123.0,21.2,7.6,445.5,10520.79,18803.4,38.9,0.0,9.72,200,9000.0,1809.72,33.0,123.5199
MFG-LINE-PLT-001-01,PLT-001,WC-028,SHF-PLT-001-20220411-1,2022-04-11,1,425.6,PRD-2022-SKU-08769,pharmaceutical,WO-2022-90534,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,26.377,0.791,22.83,67.84,26.52,27.68,0.03,WC-001,27.05,93.24,WC-003,0.0,1251,856,855,1,0,1,136.45,176.47,0.7732,99.99,856,3.1,7,-31.57,8.04,425.6,419.0,0.9845,0.6947,0.9988,0.6831,20.19,29.55,6.6,376.2,1,reduced_speed,average,performance_loss,42.5,2,6.6,0.0,1,425.6,6.6,6.6,no,0.0,0.0,6.6,0.0,0.0,0.0,no,preventive,26.8,6.0,16,15,73.9,semi_skilled,6.1,0.0,yes,yes,78.5,SUP-047,39.0,5.45,1.32,1.34,contamination,labelling,automated_vision,no,no,no,no,99.99,97.4718,1041.4,1.218,277.7,75.0,,8.4,437.4,3137.3,7715.4,16.56,0.0,4.14,300,1980.0,400.14,51.7,29.2726
MFG-LINE-PLT-005-06,PLT-005,WC-048,SHF-PLT-005-20210625-2,2021-06-25,2,454.9,PRD-2021-SKU-05933,automotive_body,WO-2021-79820,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,102.716,5.136,92.12,280.24,102.33,111.19,0.05,WC-004,107.36,95.02,WC-010,54.72,363,111,110,1,0,1,35.0,48.0,0.7292,99.9717,111,0.4,1,-69.42,0.66,454.9,267.8,0.5887,0.5181,0.991,0.3023,9.55,31.59,187.1,103.2,1,idling_minor_stops,poor,performance_loss,77.5,2,187.1,0.0,10,45.5,18.7,34.3,yes,64.9,45.8,10.8,0.0,18.7,47.0,no,corrective,32.1,5.5,24,22,65.6,semi_skilled,6.6,0.0,no,no,12.0,SUP-163,283.0,4.95,1.15,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9717,97.8677,222.1,2.019,51.0,22.3,4.4,8.4,93.3,7653.43,14879.52,25.07,0.0,6.27,200,37420.0,7490.27,53.0,230.1429
MFG-LINE-PLT-004-07,PLT-004,WC-041,SHF-PLT-004-20200408-2,2020-04-08,2,422.3,PRD-2020-SKU-02138,industrial_machinery,WO-2020-69874,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,240.661,12.033,206.84,583.68,248.61,260.52,0.05,WC-003,241.97,91.4,WC-005,222.61,126,67,66,1,0,1,14.89,18.05,0.8249,99.9199,67,0.1,0,-46.83,9.38,391.6,295.0,0.7533,0.7549,0.9851,0.5602,15.23,27.19,96.6,21.8,1,equipment_failure,average,availability_loss,55.8,3,96.6,30.7,4,105.6,24.2,47.5,yes,79.3,0.0,0.0,11.8,5.5,0.0,yes,preventive,22.9,6.4,2,1,65.7,skilled,0.9,1.0,no,no,42.4,SUP-068,801.0,4.66,1.05,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9199,98.2557,197.3,2.989,55.4,27.6,,8.0,82.9,388.43,429.42,15.64,0.0,3.91,100,9660.0,1935.91,48.3,28.2686
MFG-LINE-PLT-005-06,PLT-005,WC-027,SHF-PLT-005-20240518-2,2024-05-18,2,429.3,PRD-2024-SKU-04602,automotive_body,WO-2024-56908,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,100.305,5.015,92.3,139.12,99.95,108.58,0.05,WC-003,104.71,94.91,WC-001,52.31,343,176,175,1,0,1,35.86,48.0,0.7471,99.9752,176,1.0,3,-48.69,12.23,429.3,324.7,0.7563,0.6776,0.9943,0.5096,15.19,29.81,104.6,83.7,1,reduced_speed,average,performance_loss,30.2,1,104.6,0.0,7,61.3,14.9,41.7,yes,41.7,32.9,11.0,0.0,10.6,8.4,no,preventive,32.1,5.5,3,2,86.7,semi_skilled,14.6,0.0,no,no,78.2,SUP-148,248.0,4.98,1.16,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9752,97.9579,416.2,2.378,84.3,58.6,8.3,8.1,174.8,861.09,1481.22,42.15,0.0,10.54,200,20920.0,4194.54,58.4,55.7755
MFG-LINE-PLT-003-03,PLT-003,WC-026,SHF-PLT-003-20230915-1,2023-09-15,1,456.2,PRD-2023-SKU-07846,electronics_pcb,WO-2023-40021,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.584,0.529,9.5,31.61,10.59,11.46,0.05,WC-003,10.57,90.82,WC-001,0.0,2849,1681,1680,1,0,1,339.97,375.0,0.9066,99.9633,1681,1.3,3,-41.0,18.41,456.2,359.4,0.7878,0.7485,0.9994,0.5893,18.67,31.68,96.8,564.9,1,reduced_speed,average,performance_loss,62.7,2,96.8,0.0,8,57.0,12.1,28.0,no,41.0,0.0,39.8,3.1,12.7,0.0,no,emergency,16.8,7.5,14,12,63.1,skilled,9.1,0.0,no,no,45.0,SUP-116,367.0,4.88,1.13,1.28,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9633,99.2799,1110.5,0.661,239.4,57.0,,8.3,466.4,3498.96,3167.18,11.81,0.0,2.95,150,14520.0,2906.95,42.7,15.785
MFG-LINE-PLT-005-06,PLT-005,WC-017,SHF-PLT-005-20240624-1,2024-06-24,1,458.0,PRD-2024-SKU-09757,automotive_body,WO-2024-49977,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,78.673,3.934,68.97,99.25,80.5,85.16,0.05,WC-005,80.31,92.8,WC-001,30.67,366,286,285,1,0,1,45.63,48.0,0.9506,99.9891,286,0.1,0,-21.86,2.07,458.0,376.1,0.8212,0.9506,0.9965,0.7779,24.74,31.8,81.9,14.9,1,setup_adjustment,good,availability_loss,0.0,0,81.9,0.0,4,114.5,20.5,47.1,yes,17.6,7.1,0.0,10.1,0.0,47.1,no,preventive,32.1,5.5,22,18,75.5,expert,14.5,1.1,no,no,15.3,SUP-174,109.0,5.2,1.23,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9891,98.8467,737.6,2.588,169.0,46.5,14.8,7.9,309.8,8179.49,11052.72,25.66,0.0,6.42,200,16380.0,3282.42,45.5,93.2315
MFG-LINE-PLT-008-02,PLT-008,WC-027,SHF-PLT-008-20231105-2,2023-11-05,2,468.6,PRD-2023-SKU-08761,medical_devices,WO-2023-03404,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.965,4.157,47.12,124.09,52.65,58.82,0.08,WC-001,55.53,97.14,WC-003,0.0,726,440,439,1,0,1,69.17,93.02,0.7436,99.9842,440,0.1,0,-39.39,28.11,468.6,381.7,0.8145,0.7436,0.9977,0.6043,19.66,32.54,86.9,151.7,1,idling_minor_stops,average,performance_loss,0.0,0,86.9,0.0,3,156.2,29.0,56.3,yes,16.6,56.3,14.0,0.0,0.0,0.0,no,corrective,8.4,7.2,3,2,77.5,semi_skilled,4.1,0.0,no,no,80.6,SUP-078,158.0,5.1,1.2,1.27,contamination,functional_failure,automated_vision,yes,no,no,no,99.9842,98.6664,595.7,1.357,120.6,74.2,,7.7,250.2,345.6,585.92,15.82,0.0,3.96,250,21725.0,4348.96,27.1,17.9779
MFG-LINE-PLT-005-05,PLT-005,WC-021,SHF-PLT-005-20201108-2,2020-11-08,2,465.7,PRD-2020-SKU-06091,automotive_body,WO-2020-70273,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.47,2.114,63.42,189.68,70.74,73.96,0.03,WC-003,70.68,91.18,WC-001,11.45,458,321,320,1,0,1,50.95,59.02,0.8633,99.99,321,0.8,2,-29.91,41.23,465.7,410.0,0.8804,0.796,0.9969,0.6986,22.59,32.34,55.7,82.3,1,idling_minor_stops,average,performance_loss,32.0,1,55.7,0.0,3,155.2,18.6,28.6,no,28.6,27.1,0.0,0.0,0.0,0.0,no,corrective,23.7,6.9,2,1,60.9,skilled,7.4,0.0,no,no,68.4,SUP-009,94.0,5.23,1.24,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.5732,927.7,2.899,187.1,132.5,18.6,7.7,389.6,233.19,468.82,19.42,0.0,4.86,200,11140.0,2232.86,36.9,21.6745
MFG-LINE-PLT-004-05,PLT-004,WC-015,SHF-PLT-004-20240527-3,2024-05-27,3,459.9,PRD-2024-SKU-08494,industrial_machinery,WO-2024-21029,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,184.888,9.244,173.49,480.2,184.05,200.14,0.05,WC-003,196.65,96.69,WC-004,161.1,182,147,146,1,0,1,19.35,23.79,0.8134,99.7954,147,2.5,9,-19.23,19.05,459.9,455.7,0.9909,0.8134,0.9932,0.8005,25.57,31.94,4.2,33.7,1,reduced_speed,good,performance_loss,0.0,0,4.2,0.0,1,459.9,4.2,4.2,no,0.0,0.0,0.0,0.0,4.2,0.0,no,corrective,3.8,6.5,1,1,78.8,skilled,17.8,0.0,no,yes,58.0,SUP-019,2046.0,4.37,0.96,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7954,98.491,448.1,3.069,86.2,62.1,,8.0,188.2,296.36,307.04,19.09,0.0,4.77,100,420.0,88.77,53.5,23.3536
MFG-LINE-PLT-010-03,PLT-010,WC-028,SHF-PLT-010-20240504-3,2024-05-04,3,464.8,PRD-2024-SKU-04209,industrial_machinery,WO-2024-58856,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.174,5.901,46.08,117.28,49.82,58.91,0.12,WC-009,51.65,95.48,WC-004,0.0,797,347,345,2,0,2,73.0,103.45,0.7057,99.5282,347,2.8,6,-56.46,22.27,464.8,412.2,0.8868,0.4882,0.9942,0.4305,13.9,32.28,52.6,363.7,2,reduced_speed,poor,performance_loss,127.0,4,52.6,0.0,4,116.2,13.2,21.7,no,0.0,18.3,0.0,0.0,6.8,27.6,no,preventive,29.1,5.5,3,2,81.3,semi_skilled,8.9,1.1,no,no,56.3,SUP-123,4718.0,4.1,0.87,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5282,99.1467,1124.7,3.26,250.1,160.1,,7.8,472.4,540.53,978.75,72.73,0.0,36.37,100,5260.0,1088.37,47.2,77.5553
MFG-LINE-PLT-008-02,PLT-008,WC-003,SHF-PLT-008-20210731-2,2021-07-31,2,432.9,PRD-2021-SKU-01678,medical_devices,WO-2021-21537,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,46.936,3.755,44.29,72.16,45.54,53.13,0.08,WC-001,47.47,91.94,WC-006,0.0,671,479,478,1,0,1,76.62,93.02,0.8237,99.99,479,1.5,4,-28.61,13.25,432.9,375.1,0.8665,0.8236,0.9979,0.7122,21.41,30.06,57.8,102.6,1,idling_minor_stops,good,performance_loss,0.0,0,57.8,0.0,3,144.3,19.3,22.3,no,0.0,41.4,16.4,0.0,0.0,0.0,no,corrective,8.4,5.2,6,5,84.7,skilled,3.1,0.0,no,no,35.5,SUP-090,48.0,5.4,1.3,1.42,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.5596,619.0,1.295,146.3,90.7,,7.8,260.0,961.1,2193.85,16.69,0.0,4.17,250,14450.0,2894.17,62.5,23.3252
MFG-LINE-PLT-002-01,PLT-002,WC-009,SHF-PLT-002-20201209-2,2020-12-09,2,438.5,PRD-2020-SKU-04107,electronics_pcb,WO-2020-95000,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,45.893,2.295,40.2,68.42,45.52,49.68,0.05,WC-002,46.02,91.15,WC-001,0.0,690,529,528,1,0,1,78.35,94.49,0.8292,99.9763,529,0.4,0,-23.33,8.03,438.5,405.1,0.9238,0.8292,0.9981,0.7646,23.28,30.45,33.4,109.0,1,idling_minor_stops,good,performance_loss,0.0,0,33.4,0.0,3,146.2,11.1,15.1,no,0.0,18.3,0.0,15.1,0.0,0.0,no,corrective,26.7,5.1,10,9,87.0,skilled,6.8,1.9,no,yes,69.3,SUP-003,237.0,5.0,1.17,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9763,98.6507,139.9,0.265,28.4,10.7,,9.3,58.8,2298.43,4330.67,11.53,0.0,2.88,150,5010.0,1004.88,47.4,24.107
MFG-LINE-PLT-005-06,PLT-005,WC-037,SHF-PLT-005-20200202-1,2020-02-02,1,439.8,PRD-2020-SKU-08474,automotive_body,WO-2020-24577,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,97.873,4.894,88.07,199.53,97.01,105.95,0.05,WC-009,100.62,93.46,WC-008,49.87,351,113,112,1,0,1,36.53,48.0,0.761,99.9727,113,3.9,10,-67.81,0.85,439.8,315.6,0.7176,0.4476,0.9912,0.3183,9.72,30.54,124.2,139.5,1,reduced_speed,poor,performance_loss,130.0,3,124.2,0.0,7,62.8,17.7,68.9,yes,83.0,0.0,32.4,8.7,0.0,0.0,no,preventive,32.1,5.2,20,18,69.5,semi_skilled,8.7,0.1,no,no,70.7,SUP-116,273.0,4.96,1.15,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9727,99.9311,349.1,3.117,90.9,30.6,7.0,7.5,146.6,6913.31,12546.93,39.79,0.0,9.95,200,24840.0,4977.95,62.1,213.8974
MFG-LINE-PLT-006-02,PLT-006,WC-030,SHF-PLT-006-20210915-1,2021-09-15,1,441.7,PRD-2021-SKU-02852,food_beverage,WO-2021-67568,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.745,0.929,6.97,17.01,7.75,9.28,0.12,WC-002,8.31,97.5,WC-016,0.0,4008,3359,3353,6,3,3,464.69,545.45,0.8519,99.8305,3362,1.5,5,-16.19,41.41,410.0,402.0,0.9805,0.9191,0.9982,0.8996,25.61,28.47,8.0,295.7,6,idling_minor_stops,world_class,performance_loss,0.0,0,8.0,31.7,1,441.7,8.0,8.0,no,0.0,0.0,0.0,8.0,0.0,0.0,yes,emergency,15.5,4.5,12,11,93.8,skilled,2.5,0.0,no,no,83.8,SUP-003,1695.0,4.43,0.98,0.99,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8305,98.1333,1565.9,0.467,287.3,173.0,,7.7,657.7,3833.72,7973.22,5.87,17.61,4.4,80,640.0,150.01,42.1,9.4018
MFG-LINE-PLT-004-03,PLT-004,WC-025,SHF-PLT-004-20240210-2,2024-02-10,2,476.4,PRD-2024-SKU-02167,industrial_machinery,WO-2024-53979,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,174.431,8.722,163.0,231.66,171.08,188.82,0.05,WC-005,178.35,92.95,WC-004,147.34,214,126,125,1,0,1,20.54,27.09,0.7582,99.8243,126,0.6,1,-41.12,7.87,476.4,377.3,0.792,0.7397,0.9921,0.5812,19.23,33.08,99.1,44.3,1,reduced_speed,average,performance_loss,9.2,1,99.1,0.0,6,79.4,16.5,34.3,yes,34.3,0.0,19.3,12.1,21.4,12.0,no,corrective,22.2,6.4,3,2,80.2,semi_skilled,3.4,0.0,no,no,47.8,SUP-067,1757.0,4.42,0.97,0.99,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8243,99.8226,447.6,3.581,109.3,58.2,,7.6,188.0,604.07,505.09,34.64,0.0,8.66,100,9910.0,1990.66,71.4,43.7904
MFG-LINE-PLT-004-07,PLT-004,WC-039,SHF-PLT-004-20211220-1,2021-12-20,1,424.5,PRD-2021-SKU-08235,industrial_machinery,WO-2021-57888,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,225.535,11.277,192.87,642.27,222.8,244.14,0.05,WC-004,228.33,92.03,WC-003,207.48,127,100,99,1,0,1,15.87,18.05,0.8792,99.9413,100,0.7,2,-21.26,4.66,424.5,378.0,0.8905,0.8793,0.99,0.7751,22.85,29.48,46.5,13.7,1,idling_minor_stops,good,performance_loss,0.0,0,46.5,0.0,3,141.5,15.5,23.1,no,23.1,15.9,0.0,0.0,7.4,0.0,no,corrective,22.9,6.4,4,3,65.3,skilled,5.1,0.0,no,no,57.1,SUP-158,587.0,4.75,1.08,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9413,97.6347,247.7,2.502,57.3,35.1,,8.3,104.0,867.52,1960.88,70.57,0.0,17.64,100,4650.0,947.64,31.8,99.8525
MFG-LINE-PLT-005-04,PLT-005,WC-010,SHF-PLT-005-20200104-1,2020-01-04,1,447.2,PRD-2020-SKU-07249,automotive_body,WO-2020-04180,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,49.859,5.983,44.88,98.16,52.13,59.73,0.12,WC-001,52.39,95.53,WC-002,0.0,575,476,475,1,0,1,72.06,77.25,0.9328,99.9733,476,0.1,0,-17.22,7.08,447.2,429.4,0.9602,0.8609,0.9979,0.8249,25.62,31.06,17.8,76.9,1,reduced_speed,good,performance_loss,33.1,3,17.8,0.0,2,223.6,8.9,15.2,no,15.2,0.0,0.0,0.0,2.7,0.0,no,corrective,15.6,5.6,10,9,66.8,expert,8.4,0.0,no,no,81.1,SUP-036,267.0,4.96,1.15,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9733,99.5788,1052.6,2.216,263.6,124.7,21.1,8.2,442.1,1909.86,3419.13,28.39,0.0,7.1,200,3560.0,719.1,27.3,39.6687
MFG-LINE-PLT-001-01,PLT-001,WC-047,SHF-PLT-001-20210924-1,2021-09-24,1,468.3,PRD-2021-SKU-03318,pharmaceutical,WO-2021-08935,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.124,0.694,21.23,46.78,22.96,24.27,0.03,WC-005,23.74,93.32,WC-006,0.0,1377,961,960,1,0,1,155.54,176.47,0.8814,99.99,961,0.0,0,-30.21,7.69,468.3,402.7,0.8599,0.8115,0.999,0.6971,22.67,32.52,65.6,223.2,1,idling_minor_stops,average,performance_loss,31.9,1,65.6,0.0,5,93.7,13.1,16.7,no,0.0,28.8,14.4,0.0,9.4,13.1,no,preventive,26.8,5.5,17,16,75.9,skilled,0.2,0.0,no,no,41.9,SUP-072,60.0,5.35,1.28,1.33,contamination,labelling,automated_vision,no,no,no,no,99.99,97.8404,1536.0,1.6,363.9,126.7,,7.9,645.1,3675.97,2986.95,37.54,0.0,9.38,300,19680.0,3945.38,60.3,44.5196
MFG-LINE-PLT-003-05,PLT-003,WC-011,SHF-PLT-003-20241109-1,2024-11-09,1,434.2,PRD-2024-SKU-08359,electronics_pcb,WO-2024-81667,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.636,4.876,38.59,72.55,38.46,48.68,0.12,WC-005,42.4,94.87,WC-004,0.0,665,562,561,1,0,1,88.48,92.07,0.961,99.9361,562,1.5,4,-15.49,3.88,434.2,381.1,0.8777,0.961,0.9982,0.842,25.39,30.15,53.1,22.8,1,setup_adjustment,good,availability_loss,0.0,0,53.1,0.0,2,217.1,26.5,31.2,yes,53.1,0.0,0.0,0.0,0.0,0.0,no,emergency,2.5,7.7,21,20,74.4,multi_skilled,1.9,0.0,no,no,45.6,SUP-171,639.0,4.72,1.07,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9361,99.7764,90.9,0.162,19.8,12.8,,9.6,38.2,3374.87,6764.17,9.43,0.0,2.36,150,7965.0,1595.36,38.1,27.52
MFG-LINE-PLT-004-02,PLT-004,WC-021,SHF-PLT-004-20240731-1,2024-07-31,1,434.2,PRD-2024-SKU-07019,industrial_machinery,WO-2024-14678,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,232.768,41.549,201.16,448.08,256.25,301.32,0.178,WC-002,240.98,94.12,WC-001,216.77,115,102,101,1,0,1,15.37,16.0,0.9606,99.7718,102,0.7,2,-11.3,0.78,434.2,420.6,0.9687,0.9095,0.9902,0.8723,26.3,30.15,13.6,10.1,1,idling_minor_stops,world_class,performance_loss,22.4,1,13.6,0.0,1,434.2,13.6,13.6,no,0.0,0.0,13.6,0.0,0.0,0.0,no,preventive,6.1,7.9,20,18,89.9,multi_skilled,6.5,0.0,no,no,83.3,SUP-021,2282.0,4.34,0.95,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7718,99.701,191.7,1.898,39.6,18.3,,8.7,80.5,2803.57,2753.22,75.69,0.0,18.92,100,1360.0,290.92,66.2,131.4571
MFG-LINE-PLT-002-04,PLT-002,WC-024,SHF-PLT-002-20231022-2,2023-10-22,2,469.3,PRD-2023-SKU-08867,electronics_pcb,WO-2023-23470,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.319,3.273,15.09,21.33,17.68,22.72,0.189,WC-005,19.05,99.9,WC-001,0.0,1994,1296,1294,2,1,1,207.85,255.32,0.8141,99.8581,1297,1.0,2,-35.01,20.68,469.3,374.1,0.7972,0.8141,0.9985,0.6479,21.12,32.59,95.2,296.0,2,setup_adjustment,average,availability_loss,0.0,0,95.2,0.0,4,117.3,23.8,40.2,yes,95.2,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,5.0,10,8,81.2,skilled,12.5,0.8,no,no,58.5,SUP-157,1419.0,4.48,0.99,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8581,99.5749,1568.3,1.212,338.3,145.4,,7.0,658.7,3632.8,7532.88,29.33,29.33,7.33,150,14280.0,2892.66,47.3,38.0041
MFG-LINE-PLT-004-02,PLT-004,WC-024,SHF-PLT-004-20220610-1,2022-06-10,1,467.2,PRD-2022-SKU-07434,industrial_machinery,WO-2022-81139,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,225.955,39.542,197.91,422.58,236.05,291.2,0.175,WC-001,238.76,96.06,WC-002,209.96,124,116,115,1,0,1,15.8,16.0,0.9875,99.9123,116,0.1,0,-6.45,0.78,428.3,401.6,0.9565,0.9719,0.9994,0.9291,27.65,29.74,26.7,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,26.7,38.9,2,233.6,13.4,15.5,no,0.0,0.0,11.2,15.5,0.0,0.0,yes,corrective,6.1,9.8,21,19,64.4,expert,4.9,0.0,yes,no,37.2,SUP-180,876.8,6.0,1.8,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.9123,97.0167,315.8,2.746,79.0,40.0,,8.2,132.6,8169.28,7887.78,40.26,0.0,10.06,100,2670.0,544.06,43.7,180.2367
MFG-LINE-PLT-004-05,PLT-004,WC-029,SHF-PLT-004-20230531-1,2023-05-31,1,452.3,PRD-2023-SKU-08409,industrial_machinery,WO-2023-04782,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,172.762,8.638,152.46,400.51,171.78,187.01,0.05,WC-009,179.78,94.6,WC-010,148.97,178,125,124,1,0,1,20.69,23.79,0.8697,99.6058,125,1.3,4,-29.78,0.82,452.3,422.1,0.9332,0.7468,0.992,0.6913,21.71,31.41,30.2,42.4,1,reduced_speed,average,performance_loss,59.6,3,30.2,0.0,2,226.1,15.1,27.2,no,0.0,27.2,0.0,0.0,3.0,0.0,no,emergency,3.8,5.3,22,20,89.8,skilled,5.2,1.0,no,no,72.2,SUP-172,3942.0,4.16,0.89,0.93,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6058,96.9697,384.8,3.103,93.1,34.3,,7.9,161.6,7709.03,6721.84,39.94,0.0,9.98,100,3020.0,613.98,34.4,156.6401
MFG-LINE-PLT-002-02,PLT-002,WC-006,SHF-PLT-002-20230522-2,2023-05-22,2,443.7,PRD-2023-SKU-03265,electronics_pcb,WO-2023-70697,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.82,0.505,14.33,41.88,16.82,17.65,0.03,WC-009,17.31,93.55,WC-004,0.0,2074,1294,1290,4,2,2,214.02,281.25,0.761,99.7553,1296,0.9,3,-37.61,9.18,443.7,362.8,0.8177,0.7609,0.9969,0.6203,19.11,30.81,80.9,406.6,4,reduced_speed,average,performance_loss,0.0,0,80.9,0.0,2,221.8,40.4,74.3,yes,74.3,0.0,6.6,0.0,0.0,0.0,no,corrective,2.0,7.7,23,19,88.3,semi_skilled,13.1,0.0,no,no,85.1,SUP-122,2447.0,4.31,0.94,1.05,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.7553,97.5441,854.0,0.662,171.7,44.2,,8.3,358.7,4090.59,6931.58,7.29,14.58,3.65,150,12135.0,2445.23,56.4,15.8569
MFG-LINE-PLT-003-01,PLT-003,WC-032,SHF-PLT-003-20200216-2,2020-02-16,2,454.8,PRD-2020-SKU-03804,electronics_pcb,WO-2020-18158,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.633,1.232,21.06,61.34,24.57,26.67,0.05,WC-010,26.1,96.34,WC-001,0.0,1330,872,871,1,0,1,146.12,175.61,0.8321,99.9567,872,0.7,2,-34.44,5.0,454.8,358.1,0.7874,0.8321,0.9989,0.6544,20.67,31.58,96.7,176.0,1,setup_adjustment,average,availability_loss,0.0,0,96.7,0.0,6,75.8,16.1,34.7,yes,0.0,10.7,0.0,0.0,18.5,67.5,no,emergency,24.0,5.4,24,23,62.5,skilled,3.6,1.3,no,no,50.9,SUP-118,433.0,4.83,1.11,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9567,97.3621,784.8,0.901,137.2,82.5,,7.7,329.6,5999.7,10708.54,10.56,0.0,2.64,150,14505.0,2903.64,60.5,29.7549
MFG-LINE-PLT-009-01,PLT-009,WC-041,SHF-PLT-009-20211107-2,2021-11-07,2,457.1,PRD-2021-SKU-04029,automotive_body,WO-2021-91740,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,74.62,8.954,67.73,202.85,79.51,89.39,0.12,WC-006,81.99,99.88,WC-004,17.3,436,202,201,1,0,1,48.06,57.32,0.8385,99.9708,202,0.4,1,-53.67,2.93,457.1,324.5,0.7099,0.6515,0.995,0.4602,14.61,31.75,132.6,108.1,1,reduced_speed,poor,performance_loss,72.4,3,132.6,0.0,5,91.4,26.5,58.1,yes,76.2,56.4,0.0,0.0,0.0,0.0,no,emergency,28.2,5.2,10,9,77.7,skilled,6.7,0.0,no,no,71.2,SUP-134,292.0,4.94,1.15,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9708,97.9245,669.3,3.33,149.6,64.2,13.4,7.3,281.1,2870.89,5907.68,48.76,0.0,12.19,200,26520.0,5316.19,74.4,92.6771
MFG-LINE-PLT-005-05,PLT-005,WC-018,SHF-PLT-005-20230903-1,2023-09-03,1,470.5,PRD-2023-SKU-08620,automotive_body,WO-2023-53488,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,63.775,1.913,58.84,162.27,63.32,66.93,0.03,WC-002,63.47,90.47,WC-003,4.75,462,244,243,1,0,1,56.37,59.02,0.9551,99.99,244,0.8,3,-47.19,1.55,470.5,427.2,0.908,0.5807,0.9959,0.5251,17.16,32.67,43.3,176.2,1,reduced_speed,average,performance_loss,167.5,4,43.3,0.0,4,117.6,10.8,20.9,no,20.9,0.0,7.9,0.0,6.1,8.5,no,preventive,23.7,5.8,22,20,94.7,expert,5.7,0.0,no,no,23.9,SUP-097,69.0,5.31,1.27,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.1233,635.0,2.613,157.5,74.0,12.7,7.9,266.7,10079.46,9919.78,44.31,0.0,11.08,200,8660.0,1743.08,34.9,126.7937
MFG-LINE-PLT-007-02,PLT-007,WC-003,SHF-PLT-007-20211005-2,2021-10-05,2,466.6,PRD-2021-SKU-06129,industrial_machinery,WO-2021-19084,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,277.547,33.306,238.36,464.48,279.98,332.5,0.12,WC-002,285.31,93.45,WC-001,262.01,120,68,67,1,0,1,12.86,15.54,0.8275,99.7446,68,2.0,4,-43.33,8.61,466.6,330.4,0.7081,0.7943,0.9853,0.5542,17.96,32.41,136.2,17.6,1,equipment_failure,average,availability_loss,13.3,1,136.2,0.0,6,77.8,22.7,56.4,yes,99.6,12.2,24.4,0.0,0.0,0.0,no,preventive,32.8,4.9,2,1,81.7,skilled,9.4,0.0,no,no,44.8,SUP-053,2554.0,4.3,0.93,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7446,97.6417,244.9,3.655,51.7,30.6,,7.6,102.9,232.12,221.63,151.97,0.0,37.99,100,13620.0,2761.99,56.9,161.0106
MFG-LINE-PLT-004-06,PLT-004,WC-024,SHF-PLT-004-20210818-1,2021-08-18,1,432.3,PRD-2021-SKU-04683,industrial_machinery,WO-2021-98008,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,117.242,14.069,108.55,333.62,114.04,140.46,0.12,WC-001,121.99,94.59,WC-003,85.27,229,221,220,1,0,1,30.67,31.97,0.9593,99.8359,221,1.5,5,-3.49,5.09,413.4,413.4,1.0,1.0,0.9955,0.9955,28.58,28.71,0.0,0.0,1,startup_yield_loss,world_class,quality_loss,0.0,0,0.0,18.9,0,432.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,6.6,7.9,8,6,69.8,multi_skilled,12.5,0.0,no,no,13.6,SUP-045,1641.0,4.44,0.98,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8359,98.5172,653.6,2.971,177.9,44.6,,8.0,274.5,1987.42,3713.25,24.54,0.0,6.13,100,0.0,6.13,55.1,50.5637
MFG-LINE-PLT-008-02,PLT-008,WC-033,SHF-PLT-008-20220503-2,2022-05-03,2,459.8,PRD-2022-SKU-05445,medical_devices,WO-2022-46178,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.414,3.633,40.06,122.09,44.37,51.41,0.08,WC-003,46.98,94.04,WC-002,0.0,712,544,543,1,0,1,79.18,93.02,0.8512,99.99,544,0.1,0,-23.6,5.45,438.9,391.3,0.8916,0.8966,0.9982,0.7979,24.32,30.48,47.6,62.7,1,equipment_failure,good,availability_loss,0.0,0,47.6,20.9,2,229.9,23.8,40.5,yes,40.5,0.0,0.0,0.0,0.0,7.1,yes,corrective,8.4,6.3,14,13,66.6,skilled,4.8,0.0,no,yes,13.5,SUP-057,92.0,5.24,1.25,1.38,contamination,functional_failure,automated_vision,no,no,no,no,99.99,98.448,343.2,0.632,83.4,37.8,,8.9,144.1,5239.22,10267.96,31.02,0.0,7.75,250,11900.0,2387.75,67.8,59.6355
MFG-LINE-PLT-001-01,PLT-001,WC-016,SHF-PLT-001-20200928-1,2020-09-28,1,452.8,PRD-2020-SKU-06268,pharmaceutical,WO-2020-56295,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.309,0.669,19.61,45.26,22.22,23.41,0.03,WC-007,23.09,94.08,WC-006,0.0,1331,1029,1028,1,0,1,161.34,176.47,0.9143,99.99,1029,0.9,2,-22.69,45.41,452.8,382.7,0.8452,0.9143,0.999,0.772,24.27,31.44,70.1,96.5,1,setup_adjustment,good,availability_loss,0.0,0,70.1,0.0,4,113.2,17.5,25.9,no,19.5,25.9,0.0,0.0,12.3,12.4,no,corrective,26.8,5.5,4,3,89.3,multi_skilled,13.2,0.0,no,yes,15.8,SUP-190,49.0,5.4,1.3,1.32,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.7169,1521.4,1.48,399.6,102.5,,8.0,639.0,975.91,1948.93,49.3,0.0,12.32,300,21030.0,4218.32,65.6,52.1931
MFG-LINE-PLT-001-02,PLT-001,WC-024,SHF-PLT-001-20220218-1,2022-02-18,1,471.5,PRD-2022-SKU-07302,pharmaceutical,WO-2022-04273,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,55.851,9.969,50.38,148.68,56.33,72.3,0.178,WC-004,63.18,99.9,WC-003,0.0,556,439,438,1,0,1,64.35,70.87,0.908,99.9636,439,0.9,2,-21.04,4.29,471.5,449.7,0.9538,0.8265,0.9977,0.7865,25.75,32.75,21.8,92.2,1,idling_minor_stops,good,performance_loss,40.4,2,21.8,0.0,2,235.8,10.9,12.5,no,0.0,0.0,21.8,0.0,0.0,0.0,no,corrective,22.7,5.0,15,13,67.3,multi_skilled,8.4,0.0,no,yes,47.2,SUP-126,364.0,4.88,1.13,1.23,contamination,labelling,100pct_manual,no,no,no,no,99.9636,99.8754,509.0,1.162,93.5,27.9,,8.5,213.8,2892.52,2444.17,28.41,0.0,7.1,300,6540.0,1315.1,61.9,40.6591
MFG-LINE-PLT-004-04,PLT-004,WC-032,SHF-PLT-004-20200825-1,2020-08-25,1,456.2,PRD-2020-SKU-09770,industrial_machinery,WO-2020-34656,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,376.239,80.327,335.51,1101.01,362.46,508.78,0.213,WC-002,357.39,86.36,WC-001,363.81,94,68,67,1,0,1,9.49,12.43,0.7635,99.5731,68,1.2,3,-27.66,0.44,456.2,429.9,0.9423,0.7638,0.9853,0.7092,22.47,31.68,26.3,21.0,1,reduced_speed,good,performance_loss,0.0,0,26.3,0.0,1,456.2,26.3,26.3,no,0.0,0.0,0.0,0.0,0.0,26.3,no,emergency,24.6,4.5,24,20,91.2,semi_skilled,14.5,0.0,no,no,22.9,SUP-062,4269.0,4.13,0.88,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5731,98.3286,330.4,4.932,76.6,18.5,,6.7,138.8,3461.59,6686.5,35.06,0.0,8.77,100,2630.0,534.77,48.4,187.0473
MFG-LINE-PLT-006-01,PLT-006,WC-038,SHF-PLT-006-20240714-2,2024-07-14,2,420.5,PRD-2024-SKU-03862,food_beverage,WO-2024-36592,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,34.141,4.097,31.74,57.01,32.79,40.9,0.12,WC-008,40.34,99.9,WC-012,0.0,1022,491,489,2,1,1,105.38,146.34,0.7201,99.6913,492,4.7,9,-51.96,3.17,420.5,279.6,0.6649,0.7201,0.9959,0.4768,13.92,29.2,140.9,190.9,2,setup_adjustment,poor,availability_loss,0.0,0,140.9,0.0,6,70.1,23.5,36.8,yes,52.1,36.8,0.0,6.1,0.0,45.8,no,preventive,33.4,4.8,24,22,70.4,semi_skilled,4.4,0.0,no,no,33.2,SUP-025,3087.0,4.24,0.91,0.94,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.6913,96.9051,318.3,0.651,80.9,24.7,,6.7,133.7,8708.94,18095.03,4.85,4.85,1.21,80,11272.0,2260.46,62.6,59.6837
MFG-LINE-PLT-007-01,PLT-007,WC-034,SHF-PLT-007-20230826-1,2023-08-26,1,447.6,PRD-2023-SKU-02693,industrial_machinery,WO-2023-42421,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,221.489,6.645,188.42,412.4,225.42,232.45,0.03,WC-006,229.19,94.07,WC-014,200.33,157,99,98,1,0,1,16.17,21.16,0.7642,99.8866,99,0.2,0,-36.94,3.28,447.6,389.1,0.8693,0.7214,0.9899,0.6208,19.29,31.08,58.5,38.2,1,idling_minor_stops,average,performance_loss,21.7,2,58.5,0.0,3,149.2,19.5,35.5,yes,35.5,0.0,23.1,0.0,0.0,0.0,no,predictive,27.1,5.8,5,4,83.7,semi_skilled,3.5,1.7,no,no,23.2,SUP-015,1134.0,4.55,1.02,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8866,99.2414,186.3,1.901,35.9,27.3,,8.7,78.2,1760.81,2556.26,50.68,0.0,12.67,100,5850.0,1182.67,50.9,95.2489
MFG-LINE-PLT-002-04,PLT-002,WC-005,SHF-PLT-002-20210805-1,2021-08-05,1,476.3,PRD-2021-SKU-05369,electronics_pcb,WO-2021-71139,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.133,3.049,14.15,46.49,15.02,21.16,0.189,WC-003,17.12,96.45,WC-005,0.0,2023,1459,1456,3,0,3,223.07,255.32,0.8737,99.8554,1459,4.2,11,-27.88,12.23,476.3,427.3,0.8971,0.8024,0.9979,0.7184,23.76,33.08,49.0,359.3,3,reduced_speed,good,performance_loss,34.9,1,49.0,0.0,2,238.2,24.5,37.5,yes,37.5,0.0,0.0,11.5,0.0,0.0,no,preventive,15.6,6.2,16,15,78.3,skilled,3.0,0.0,no,no,19.7,SUP-102,1446.0,4.48,0.99,1.09,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,yes,no,99.8554,97.3124,1610.3,1.106,382.3,123.5,,7.2,676.3,3379.74,4018.05,8.54,0.0,6.4,150,7350.0,1476.4,41.8,13.6385
MFG-LINE-PLT-010-01,PLT-010,WC-020,SHF-PLT-010-20231027-2,2023-10-27,2,473.0,PRD-2023-SKU-06558,industrial_machinery,WO-2023-19350,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,338.05,27.044,310.72,451.7,310.24,382.67,0.08,WC-003,349.94,94.11,WC-001,325.18,101,77,76,1,0,1,10.54,12.87,0.819,99.9401,77,0.7,2,-23.76,0.54,473.0,438.2,0.9264,0.8191,0.987,0.749,24.6,32.85,34.8,17.0,1,idling_minor_stops,good,performance_loss,0.0,0,34.8,0.0,2,236.5,17.4,25.1,no,25.1,0.0,0.0,9.7,0.0,0.0,no,preventive,19.7,6.2,19,18,68.6,skilled,1.2,0.0,no,no,84.8,SUP-132,599.0,4.74,1.08,1.22,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9401,98.6088,222.5,2.927,47.4,13.6,,8.0,93.5,5625.33,8544.7,121.27,0.0,30.32,100,3480.0,726.32,74.2,309.3134
MFG-LINE-PLT-005-06,PLT-005,WC-013,SHF-PLT-005-20200913-1,2020-09-13,1,448.9,PRD-2020-SKU-05266,automotive_body,WO-2020-07048,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,84.383,4.219,77.12,249.57,83.21,91.34,0.05,WC-008,86.0,92.65,WC-004,36.38,359,246,245,1,0,1,42.62,48.0,0.8879,99.9784,246,2.0,6,-31.48,2.73,448.9,364.9,0.8129,0.8426,0.9959,0.6822,21.27,31.18,84.0,46.0,1,equipment_failure,average,availability_loss,18.6,1,84.0,0.0,4,112.2,21.0,27.5,no,43.8,40.2,0.0,0.0,0.0,0.0,no,preventive,32.1,5.4,14,12,66.0,skilled,8.5,0.0,no,no,25.9,SUP-149,216.0,5.02,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9784,98.9695,742.1,3.029,150.2,40.6,14.8,7.6,311.7,5162.27,5096.62,88.19,0.0,22.05,200,16800.0,3382.05,33.4,130.423
MFG-LINE-PLT-001-01,PLT-001,WC-039,SHF-PLT-001-20200627-1,2020-06-27,1,472.4,PRD-2020-SKU-03733,pharmaceutical,WO-2020-41674,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.118,0.664,20.81,43.66,22.16,23.21,0.03,WC-004,22.76,93.57,WC-002,0.0,1389,955,954,1,0,1,162.65,176.47,0.9217,99.99,955,0.7,2,-31.25,9.32,428.8,352.9,0.823,0.92,0.999,0.7564,22.53,29.78,75.9,83.0,1,setup_adjustment,good,availability_loss,44.2,2,75.9,43.6,3,157.5,25.3,41.5,yes,0.0,41.5,24.3,0.0,10.1,0.0,yes,emergency,26.8,5.9,14,13,69.4,multi_skilled,0.5,0.0,no,no,81.2,SUP-022,25.0,5.56,1.35,1.44,contamination,labelling,automated_vision,no,no,no,no,99.99,99.0308,519.9,0.545,131.2,56.5,,9.3,218.4,5008.36,8423.34,34.65,0.0,8.66,300,22770.0,4562.66,59.6,48.7657
MFG-LINE-PLT-002-02,PLT-002,WC-002,SHF-PLT-002-20240526-2,2024-05-26,2,443.9,PRD-2024-SKU-09263,electronics_pcb,WO-2024-19172,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.832,0.505,15.44,21.58,16.91,17.67,0.03,WC-004,16.98,91.7,WC-005,0.0,2079,1553,1552,1,0,1,213.8,281.25,0.7602,99.9375,1553,1.8,7,-25.3,23.31,443.9,435.8,0.9818,0.7602,0.9994,0.7458,22.99,30.83,8.1,489.9,1,reduced_speed,good,performance_loss,0.0,0,8.1,0.0,1,443.9,8.1,8.1,no,0.0,0.0,8.1,0.0,0.0,0.0,no,corrective,2.0,8.6,10,9,79.3,semi_skilled,2.9,0.0,no,no,22.1,SUP-054,625.0,4.73,1.08,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9375,99.2706,1798.8,1.159,424.1,206.0,,7.1,755.5,3356.92,4281.55,13.08,0.0,3.27,150,1215.0,246.27,62.6,18.0101
MFG-LINE-PLT-004-01,PLT-004,WC-036,SHF-PLT-004-20221124-1,2022-11-24,1,473.5,PRD-2022-SKU-02888,industrial_machinery,WO-2022-65598,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,339.354,16.968,304.19,931.38,345.34,367.35,0.05,WC-008,352.78,94.51,WC-004,322.16,135,70,69,1,0,1,10.54,17.19,0.6131,99.8856,70,4.6,11,-48.15,1.46,473.5,424.1,0.8957,0.576,0.9857,0.5086,16.72,32.88,49.4,51.5,1,idling_minor_stops,average,performance_loss,25.6,1,49.4,0.0,2,236.8,24.7,42.7,yes,42.7,0.0,0.0,6.7,0.0,0.0,no,emergency,28.6,5.2,7,6,71.2,trainee,2.3,0.3,no,no,12.8,SUP-084,1144.0,4.55,1.02,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8856,97.8585,171.1,2.48,39.7,23.3,,8.3,71.9,2515.48,4281.26,42.84,0.0,10.71,100,4940.0,998.71,61.3,141.9643
MFG-LINE-PLT-001-01,PLT-001,WC-040,SHF-PLT-001-20230320-1,2023-03-20,1,472.9,PRD-2023-SKU-05107,pharmaceutical,WO-2023-65932,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.05,0.692,20.44,43.61,23.03,24.19,0.03,WC-002,23.73,93.58,WC-006,0.0,1390,1031,1030,1,0,1,156.13,176.47,0.8847,99.99,1031,2.0,6,-25.83,21.78,472.9,396.2,0.8378,0.8847,0.999,0.7405,24.32,32.84,76.7,134.4,1,setup_adjustment,good,availability_loss,0.0,0,76.7,0.0,3,157.6,25.6,33.0,yes,47.7,29.0,0.0,0.0,0.0,0.0,no,predictive,26.8,6.5,7,6,73.0,skilled,12.6,0.0,yes,no,80.4,SUP-080,34.0,5.48,1.33,1.47,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.7423,854.9,0.83,146.2,105.1,,8.9,359.1,2386.48,3674.8,11.59,0.0,2.9,300,23010.0,4604.9,32.6,17.486
MFG-LINE-PLT-009-02,PLT-009,WC-044,SHF-PLT-009-20220717-1,2022-07-17,1,432.9,PRD-2022-SKU-07169,automotive_body,WO-2022-80609,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.96,1.748,32.16,100.48,34.19,37.84,0.05,WC-001,35.43,92.12,WC-003,0.0,786,492,491,1,0,1,102.86,109.09,0.9429,99.9768,492,1.1,3,-37.4,4.25,432.9,388.1,0.8965,0.6972,0.998,0.6238,18.75,30.06,44.8,213.7,1,reduced_speed,average,performance_loss,101.1,3,44.8,0.0,4,108.2,11.2,19.0,no,0.0,0.0,26.9,0.0,4.5,13.4,no,preventive,14.2,6.0,18,16,85.1,expert,6.5,0.2,no,no,82.2,SUP-101,232.0,5.0,1.17,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9768,97.5535,942.7,1.92,177.6,112.8,18.9,8.5,395.9,5499.57,4695.0,25.41,0.0,6.35,200,8960.0,1798.35,43.7,46.2246
MFG-LINE-PLT-007-02,PLT-007,WC-012,SHF-PLT-007-20230906-2,2023-09-06,2,452.1,PRD-2023-SKU-05252,industrial_machinery,WO-2023-34075,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,383.761,46.051,345.1,1113.91,367.94,459.75,0.12,WC-001,415.41,98.41,WC-002,368.22,116,59,58,1,0,1,9.33,15.54,0.6004,99.183,59,3.1,10,-49.14,7.7,452.1,407.8,0.902,0.5584,0.9831,0.4951,15.55,31.4,44.3,46.7,1,reduced_speed,poor,performance_loss,28.3,1,44.3,0.0,2,226.1,22.1,32.8,yes,32.8,0.0,11.4,0.0,0.0,0.0,no,predictive,32.8,7.1,2,1,86.9,trainee,2.2,0.0,no,yes,61.2,SUP-103,8170.0,3.9,0.8,0.82,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.183,97.0614,134.0,2.311,26.0,18.6,,8.5,56.3,263.07,393.22,40.73,0.0,10.18,100,4430.0,896.18,40.1,52.7476
MFG-LINE-PLT-005-01,PLT-005,WC-018,SHF-PLT-005-20240311-1,2024-03-11,1,428.9,PRD-2024-SKU-09343,automotive_body,WO-2024-09171,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.525,4.623,35.04,113.81,39.0,46.15,0.12,WC-003,39.32,92.79,WC-002,0.0,747,463,462,1,0,1,93.35,104.65,0.892,99.9755,463,0.2,0,-38.02,10.77,413.2,314.7,0.7616,0.8436,0.9978,0.6411,18.39,28.69,98.5,85.8,1,equipment_failure,average,availability_loss,32.8,1,98.5,15.7,5,85.8,19.7,32.7,yes,65.2,14.1,7.5,11.7,0.0,0.0,yes,preventive,20.8,8.4,8,6,71.0,skilled,12.8,0.0,no,no,65.8,SUP-126,245.0,4.99,1.16,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9755,98.44,1296.4,2.806,302.4,73.3,25.9,7.8,544.5,1235.68,1616.39,23.8,0.0,5.95,200,19700.0,3945.95,57.6,30.0248
MFG-LINE-PLT-002-02,PLT-002,WC-019,SHF-PLT-002-20220413-2,2022-04-13,2,478.6,PRD-2022-SKU-02665,electronics_pcb,WO-2022-17749,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.374,0.461,13.15,39.55,15.37,16.13,0.03,WC-006,15.58,92.12,WC-004,0.0,2242,1470,1469,1,0,1,234.07,281.25,0.8322,99.9699,1470,0.8,2,-34.43,184.14,478.6,450.4,0.9411,0.6962,0.9993,0.6547,21.76,33.24,28.2,641.5,1,reduced_speed,average,performance_loss,73.6,3,28.2,0.0,2,239.3,14.1,21.6,no,21.6,0.0,0.0,6.6,0.0,0.0,no,emergency,2.0,6.3,1,1,75.6,skilled,0.7,0.0,no,no,53.2,SUP-199,301.0,4.93,1.14,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9699,98.2027,1627.7,1.108,320.5,168.2,,7.2,683.6,434.96,363.44,8.81,0.0,2.2,150,4230.0,848.2,31.7,9.3595
MFG-LINE-PLT-006-02,PLT-006,WC-012,SHF-PLT-006-20221124-1,2022-11-24,1,471.0,PRD-2022-SKU-03562,food_beverage,WO-2022-37645,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.487,0.898,6.69,12.89,7.41,8.97,0.12,WC-019,7.99,97.05,WC-018,0.0,4277,2508,2505,3,1,2,480.74,545.45,0.8814,99.9074,2509,1.2,3,-41.36,15.96,471.0,392.5,0.8333,0.7029,0.9988,0.5851,19.14,32.71,78.5,1060.0,3,idling_minor_stops,average,performance_loss,79.4,2,78.5,0.0,3,157.0,26.2,38.6,yes,39.8,0.0,0.0,0.0,0.0,38.6,no,corrective,15.5,5.3,24,20,72.4,skilled,13.4,0.0,yes,no,21.4,SUP-113,926.0,4.61,1.04,1.15,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9074,98.493,754.0,0.301,175.5,46.1,,8.5,316.7,5306.01,5218.1,8.2,8.2,4.1,80,6280.0,1268.3,48.0,12.4111
MFG-LINE-PLT-002-01,PLT-002,WC-032,SHF-PLT-002-20201221-2,2020-12-21,2,469.5,PRD-2020-SKU-06743,electronics_pcb,WO-2020-25300,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,44.097,2.205,41.48,116.95,43.7,47.74,0.05,WC-002,43.34,89.35,WC-001,0.0,738,462,461,1,0,1,81.5,94.49,0.8625,99.9535,462,3.0,11,-37.4,4.53,469.5,376.9,0.8027,0.7785,0.9978,0.6236,20.33,32.6,92.6,131.5,1,idling_minor_stops,average,performance_loss,36.7,1,92.6,0.0,7,67.1,13.2,29.4,no,29.4,11.4,8.8,32.1,10.8,0.0,no,predictive,26.7,7.0,14,13,88.4,skilled,3.9,0.0,no,no,84.8,SUP-102,465.0,4.81,1.1,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9535,99.6252,304.3,0.66,65.6,36.5,,8.3,127.8,6484.15,15575.49,11.85,0.0,2.96,150,13890.0,2780.96,65.1,59.7274
MFG-LINE-PLT-005-03,PLT-005,WC-048,SHF-PLT-005-20220630-2,2022-06-30,2,449.4,PRD-2022-SKU-08148,automotive_body,WO-2022-18401,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,64.417,3.221,60.87,84.01,64.63,69.73,0.05,WC-002,65.84,92.92,WC-001,0.82,476,240,239,1,0,1,55.7,63.6,0.8758,99.987,240,2.9,6,-49.58,5.32,449.4,258.5,0.5752,0.8757,0.9958,0.5017,15.66,31.21,190.9,34.1,1,equipment_failure,average,availability_loss,0.0,0,190.9,0.0,9,49.9,21.2,49.8,yes,57.3,23.0,18.1,40.6,2.0,49.8,no,corrective,32.9,3.7,7,6,78.4,expert,0.4,0.0,no,no,49.6,SUP-165,130.0,5.15,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.987,97.9356,741.4,3.102,161.5,73.0,14.8,7.5,311.4,1615.95,1735.58,26.71,0.0,6.68,200,38180.0,7642.68,53.0,40.8449
MFG-LINE-PLT-001-01,PLT-001,WC-005,SHF-PLT-001-20231201-3,2023-12-01,3,479.3,PRD-2023-SKU-09204,pharmaceutical,WO-2023-12835,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.253,0.758,22.98,72.59,25.23,26.5,0.03,WC-001,25.54,91.93,WC-010,0.0,1409,879,878,1,0,1,142.43,176.47,0.8071,99.99,879,1.2,3,-37.62,5.5,479.3,448.7,0.9362,0.666,0.9989,0.6228,20.73,33.29,30.6,440.8,1,idling_minor_stops,average,performance_loss,78.4,2,30.6,0.0,2,239.7,15.3,18.0,no,18.0,12.6,0.0,0.0,0.0,0.0,no,emergency,26.8,6.2,21,20,86.8,skilled,4.6,0.0,no,no,27.7,SUP-061,82.0,5.27,1.26,1.33,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.2797,523.3,0.596,99.6,51.7,,9.2,219.8,9564.76,17415.71,55.78,0.0,13.95,300,9180.0,1849.95,58.1,86.573
MFG-LINE-PLT-002-03,PLT-002,WC-043,SHF-PLT-002-20200930-3,2020-09-30,3,460.6,PRD-2020-SKU-07849,electronics_pcb,WO-2020-19300,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.386,2.519,44.11,106.93,50.46,54.54,0.05,WC-006,52.33,94.42,WC-009,0.0,632,434,433,1,0,1,71.3,82.38,0.8655,99.9555,434,0.4,0,-31.33,9.4,460.6,401.3,0.8712,0.7878,0.9977,0.6848,21.9,31.98,59.3,116.9,1,reduced_speed,average,performance_loss,36.1,1,59.3,0.0,4,115.1,14.8,21.8,no,32.1,13.8,0.0,0.0,13.4,0.0,no,corrective,13.3,7.2,8,6,60.5,expert,22.4,0.0,no,yes,56.9,SUP-023,445.0,4.82,1.11,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9555,99.3043,77.9,0.18,19.5,8.0,,9.6,32.7,1341.6,1710.89,10.75,0.0,2.69,150,8895.0,1781.69,49.7,17.8245
MFG-LINE-PLT-004-01,PLT-004,WC-046,SHF-PLT-004-20210910-1,2021-09-10,1,458.8,PRD-2021-SKU-07398,industrial_machinery,WO-2021-56638,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,230.308,11.515,205.16,628.48,232.08,249.31,0.05,WC-007,242.17,95.59,WC-009,213.12,131,86,85,1,0,1,15.48,17.19,0.9005,99.9076,86,0.1,0,-34.35,11.12,458.8,333.4,0.7267,0.9003,0.9884,0.6466,20.6,31.86,125.4,9.5,1,setup_adjustment,average,availability_loss,0.0,0,125.4,0.0,6,76.5,20.9,41.9,yes,32.8,21.9,0.0,0.0,0.0,70.7,no,predictive,28.6,5.5,1,1,64.2,multi_skilled,9.8,1.7,no,yes,13.9,SUP-039,924.0,4.61,1.04,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9076,97.0501,282.7,3.326,69.9,40.9,,7.8,118.7,481.71,1027.14,61.3,0.0,15.32,100,12540.0,2523.32,63.8,79.7724
MFG-LINE-PLT-009-01,PLT-009,WC-006,SHF-PLT-009-20221112-2,2022-11-12,2,437.4,PRD-2022-SKU-07589,automotive_body,WO-2022-19128,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,106.449,12.774,91.05,199.26,106.29,127.53,0.12,WC-003,119.62,99.9,WC-004,49.13,415,200,198,2,0,2,33.81,57.32,0.5898,99.3255,200,9.3,24,-51.81,2.72,437.4,354.9,0.8114,0.5898,0.99,0.4737,14.39,30.38,82.5,139.1,2,idling_minor_stops,poor,performance_loss,0.0,0,82.5,0.0,6,72.9,13.7,30.5,yes,46.6,14.7,16.2,5.0,0.0,0.0,no,corrective,28.2,5.5,12,10,78.8,trainee,9.9,0.0,no,yes,46.9,SUP-102,6745.0,3.97,0.82,0.94,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.3255,97.9851,513.4,2.593,122.3,50.4,10.3,7.9,215.6,1536.24,2913.37,18.96,0.0,9.48,200,16500.0,3309.48,55.6,41.6243
MFG-LINE-PLT-008-02,PLT-008,WC-023,SHF-PLT-008-20200429-3,2020-04-29,3,455.1,PRD-2020-SKU-06483,medical_devices,WO-2020-49375,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,68.213,5.457,64.61,97.96,66.69,77.22,0.08,WC-006,71.2,94.89,WC-002,0.0,705,317,316,1,0,1,52.68,93.02,0.5663,99.9434,317,0.9,2,-55.04,2.31,455.1,414.9,0.9117,0.4928,0.9968,0.4478,14.15,31.61,40.2,326.3,1,idling_minor_stops,poor,performance_loss,53.9,2,40.2,0.0,3,151.7,13.4,19.0,no,0.0,0.0,15.5,5.7,0.0,19.0,no,corrective,8.4,6.0,20,18,83.6,trainee,6.9,0.0,no,no,86.8,SUP-045,566.0,4.76,1.09,1.12,contamination,functional_failure,automated_vision,no,no,no,no,99.9434,98.4269,526.8,1.667,109.2,56.4,,7.2,221.3,3730.92,8502.19,44.06,0.0,11.02,250,10050.0,2021.02,46.8,82.9118
MFG-LINE-PLT-010-03,PLT-010,WC-013,SHF-PLT-010-20221007-1,2022-10-07,1,444.6,PRD-2022-SKU-02953,industrial_machinery,WO-2022-90508,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,37.129,4.455,32.68,83.82,39.22,44.48,0.12,WC-002,39.22,96.02,WC-004,0.0,765,553,552,1,0,1,96.87,103.45,0.9364,99.888,553,0.3,0,-27.71,14.9,444.6,342.5,0.7704,0.9364,0.9982,0.7201,22.23,30.88,102.1,37.6,1,equipment_failure,good,availability_loss,0.0,0,102.1,0.0,3,148.2,34.0,72.2,yes,72.2,21.9,8.1,0.0,0.0,0.0,no,emergency,29.1,5.5,6,5,67.1,expert,5.9,0.0,no,no,67.6,SUP-186,1120.0,4.56,1.02,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.888,99.3975,706.0,1.279,188.0,80.0,,9.1,296.5,803.61,1598.56,56.69,0.0,14.17,100,10210.0,2056.17,58.4,61.1445
MFG-LINE-PLT-007-01,PLT-007,WC-007,SHF-PLT-007-20210604-1,2021-06-04,1,452.3,PRD-2021-SKU-07511,industrial_machinery,WO-2021-47748,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,194.302,5.829,165.48,392.0,194.68,203.92,0.03,WC-004,199.57,93.38,WC-002,173.14,159,133,132,1,0,1,18.46,21.16,0.8724,99.9526,133,0.5,1,-16.35,0.88,452.3,432.3,0.9558,0.8722,0.9925,0.8274,25.99,31.41,20.0,19.5,1,idling_minor_stops,good,performance_loss,0.0,0,20.0,0.0,1,452.3,20.0,20.0,no,20.0,0.0,0.0,0.0,0.0,0.0,no,predictive,27.1,5.4,21,20,85.6,skilled,2.2,0.0,no,no,69.7,SUP-178,474.0,4.81,1.1,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9526,98.6782,484.8,3.673,96.0,29.7,,7.6,203.6,3711.21,3364.0,73.28,0.0,18.32,100,2000.0,418.32,69.8,127.4352
MFG-LINE-PLT-005-05,PLT-005,WC-041,SHF-PLT-005-20221021-2,2022-10-21,2,449.3,PRD-2022-SKU-07882,automotive_body,WO-2022-50503,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,82.992,2.49,77.78,227.76,82.6,87.1,0.03,WC-003,85.9,94.09,WC-001,23.97,441,262,261,1,0,1,43.31,59.02,0.7338,99.9821,262,1.2,3,-40.59,1.94,449.3,409.7,0.9119,0.6501,0.9962,0.5905,18.43,31.2,39.6,141.0,1,reduced_speed,average,performance_loss,46.8,2,39.6,0.0,4,112.3,9.9,15.9,no,15.9,0.0,9.2,7.5,7.0,0.0,no,preventive,23.7,6.2,22,18,68.4,semi_skilled,14.5,0.0,no,no,37.4,SUP-133,179.0,5.07,1.19,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9821,98.7971,596.1,2.284,130.6,34.9,11.9,8.2,250.4,3880.41,5187.36,69.92,0.0,17.48,200,7920.0,1601.48,53.3,104.9303
MFG-LINE-PLT-003-04,PLT-003,WC-011,SHF-PLT-003-20220215-1,2022-02-15,1,453.8,PRD-2022-SKU-09060,electronics_pcb,WO-2022-83798,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.411,1.721,32.66,73.09,35.09,37.25,0.05,WC-006,35.93,94.93,WC-007,0.0,1004,709,708,1,0,1,104.48,132.84,0.7865,99.9391,709,2.4,4,-29.38,5.85,431.8,401.2,0.9291,0.7982,0.9986,0.7406,22.21,29.99,30.6,179.2,1,idling_minor_stops,good,performance_loss,16.0,2,30.6,22.0,2,226.9,15.3,22.2,no,0.0,22.2,8.4,0.0,0.0,0.0,yes,corrective,11.0,7.0,17,16,91.4,semi_skilled,1.2,0.0,no,no,71.1,SUP-130,609.0,4.73,1.08,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9391,99.2757,851.0,1.202,216.2,72.7,,7.0,357.4,5453.87,12763.55,6.13,0.0,1.53,150,4590.0,919.53,68.5,31.8695
MFG-LINE-PLT-005-05,PLT-005,WC-046,SHF-PLT-005-20200603-2,2020-06-03,2,434.8,PRD-2020-SKU-03819,automotive_body,WO-2020-46500,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,67.325,2.02,57.79,164.62,68.17,70.66,0.03,WC-002,67.45,91.08,WC-003,8.3,427,348,347,1,0,1,53.41,59.02,0.9049,99.99,348,0.7,2,-18.5,3.68,434.8,408.4,0.9393,0.8664,0.9971,0.8115,24.5,30.19,26.4,53.7,1,idling_minor_stops,good,performance_loss,17.4,2,26.4,0.0,1,434.8,26.4,26.4,no,0.0,26.4,0.0,0.0,0.0,0.0,no,corrective,23.7,6.1,14,13,76.1,expert,5.9,0.0,no,no,20.3,SUP-168,46.0,5.41,1.3,1.47,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.9647,735.3,2.119,191.0,97.5,14.7,8.3,308.8,1729.66,2170.57,67.0,0.0,16.75,200,5280.0,1072.75,66.6,78.4329
MFG-LINE-PLT-010-04,PLT-010,WC-003,SHF-PLT-010-20231203-2,2023-12-03,2,466.3,PRD-2023-SKU-01836,industrial_machinery,WO-2023-04021,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,450.648,54.078,401.87,603.0,456.98,539.88,0.12,WC-001,467.94,94.4,WC-003,437.03,105,50,49,1,0,1,7.96,13.62,0.5844,99.7236,50,0.7,2,-52.38,0.37,466.3,415.2,0.8904,0.5305,0.98,0.4629,14.99,32.38,51.1,44.3,1,idling_minor_stops,poor,performance_loss,38.5,1,51.1,0.0,3,155.4,17.0,28.2,no,14.9,0.0,0.0,8.0,0.0,28.2,no,corrective,14.7,5.9,20,17,90.2,trainee,14.9,0.0,no,no,71.8,SUP-027,2764.0,4.27,0.92,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7236,97.2642,122.7,2.505,30.4,11.7,,8.3,51.5,6026.59,7675.4,154.29,0.0,38.57,100,5110.0,1060.57,57.8,437.0712
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20230907-1,2023-09-07,1,464.8,PRD-2023-SKU-01847,industrial_machinery,WO-2023-52617,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,221.946,6.658,192.48,457.04,221.31,232.93,0.03,WC-015,227.8,93.31,WC-006,200.79,163,116,115,1,0,1,16.21,21.16,0.7661,99.9441,116,1.6,4,-28.83,0.71,464.8,429.4,0.9238,0.7659,0.9914,0.7014,22.64,32.28,35.4,35.5,1,idling_minor_stops,good,performance_loss,0.0,0,35.4,0.0,2,232.4,17.7,27.8,no,0.0,0.0,27.8,7.6,0.0,0.0,no,emergency,27.1,5.5,23,21,78.5,semi_skilled,7.5,1.4,no,yes,16.6,SUP-147,559.0,4.76,1.09,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9441,99.2511,276.2,2.402,52.9,16.1,,8.4,116.0,4304.09,7260.76,40.24,0.0,10.06,100,3540.0,718.06,34.0,141.1538
MFG-LINE-PLT-003-04,PLT-003,WC-049,SHF-PLT-003-20230519-3,2023-05-19,3,450.6,PRD-2023-SKU-01342,electronics_pcb,WO-2023-04706,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.784,1.689,29.59,83.71,34.05,36.57,0.05,WC-001,35.33,95.06,WC-005,0.0,996,652,651,1,0,1,106.54,132.84,0.802,99.9317,652,7.5,29,-34.54,5.1,450.6,367.2,0.8149,0.802,0.9985,0.6526,20.42,31.29,83.4,161.0,1,idling_minor_stops,average,performance_loss,0.0,0,83.4,0.0,6,75.1,13.9,21.3,no,0.0,31.6,29.5,22.3,0.0,0.0,no,preventive,11.0,5.4,18,17,85.2,skilled,4.2,0.0,no,no,11.4,SUP-088,683.0,4.7,1.07,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9317,98.5893,262.4,0.403,61.1,17.2,,9.0,110.2,4166.31,9452.3,10.22,0.0,2.56,150,12510.0,2504.56,39.6,31.1552
MFG-LINE-PLT-002-01,PLT-002,WC-020,SHF-PLT-002-20210903-1,2021-09-03,1,438.2,PRD-2021-SKU-05802,electronics_pcb,WO-2021-98735,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.305,2.415,43.71,69.88,48.63,52.29,0.05,WC-001,49.89,93.89,WC-002,0.0,689,208,207,1,0,1,74.47,94.49,0.7881,99.9603,208,0.2,0,-69.81,3.15,438.2,246.5,0.5626,0.5357,0.9952,0.2999,9.13,30.43,191.7,180.3,1,reduced_speed,poor,performance_loss,79.0,3,191.7,0.0,7,62.6,27.4,85.0,yes,116.9,24.6,28.0,0.0,0.0,22.2,no,emergency,26.7,7.5,10,9,83.3,semi_skilled,2.1,1.5,no,no,72.4,SUP-191,397.0,4.85,1.12,1.25,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9603,99.3879,169.3,0.818,37.3,22.3,,8.0,71.1,2341.07,2963.35,10.38,0.0,2.6,150,28755.0,5753.6,55.5,36.0554
MFG-LINE-PLT-002-02,PLT-002,WC-039,SHF-PLT-002-20221006-3,2022-10-06,3,465.1,PRD-2022-SKU-09109,electronics_pcb,WO-2022-02189,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.775,0.443,13.7,19.08,14.94,15.51,0.03,WC-001,15.4,94.76,WC-003,0.0,2179,1706,1705,1,0,1,243.58,281.25,0.8661,99.9573,1706,0.5,1,-21.71,11.58,465.1,432.3,0.9295,0.842,0.9994,0.7821,25.26,32.3,32.8,320.1,1,reduced_speed,good,performance_loss,12.0,1,32.8,0.0,1,465.1,32.8,32.8,yes,32.8,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,6.9,20,19,82.0,multi_skilled,2.0,0.0,no,no,75.9,SUP-161,427.0,4.83,1.11,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9573,97.2623,1701.6,0.998,320.7,182.4,,7.5,714.7,4635.53,5365.52,13.27,0.0,3.32,150,4920.0,987.32,42.2,19.1435
MFG-LINE-PLT-003-04,PLT-003,WC-019,SHF-PLT-003-20220424-1,2022-04-24,1,424.4,PRD-2022-SKU-08412,electronics_pcb,WO-2022-31595,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,44.236,2.212,40.61,102.7,43.19,47.89,0.05,WC-008,45.75,94.01,WC-002,0.0,938,515,514,1,0,1,81.29,132.84,0.6119,99.9168,515,1.4,5,-45.1,4.54,424.4,424.4,1.0,0.548,0.9981,0.547,16.12,29.48,0.0,424.8,1,reduced_speed,average,performance_loss,44.3,1,0.0,0.0,0,424.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,11.0,6.8,17,16,69.6,trainee,3.1,0.0,no,no,37.1,SUP-182,832.0,4.64,1.05,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9168,99.4256,462.1,0.899,102.5,37.9,,7.8,194.1,3802.89,7124.86,11.51,0.0,2.88,150,0.0,2.88,61.2,32.7926
MFG-LINE-PLT-004-01,PLT-004,WC-045,SHF-PLT-004-20200220-2,2020-02-20,2,474.0,PRD-2020-SKU-08442,industrial_machinery,WO-2020-14544,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,253.691,12.685,240.75,565.66,259.23,274.62,0.05,WC-006,259.05,92.83,WC-002,236.5,135,84,83,1,0,1,14.19,17.19,0.8255,99.9302,84,0.3,0,-37.78,10.51,474.0,388.5,0.8196,0.7547,0.9881,0.6112,20.12,32.91,85.5,27.3,1,reduced_speed,average,performance_loss,33.2,1,85.5,0.0,5,94.8,17.1,32.7,yes,15.2,45.9,0.0,7.7,0.0,16.7,no,corrective,28.6,5.5,2,1,87.0,skilled,4.5,0.0,no,no,78.7,SUP-071,698.0,4.7,1.07,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9302,97.5885,238.9,2.878,49.3,14.3,,8.1,100.3,251.36,608.89,12.35,0.0,3.09,100,8550.0,1713.09,62.8,22.8633
MFG-LINE-PLT-004-01,PLT-004,WC-019,SHF-PLT-004-20211030-1,2021-10-30,1,479.5,PRD-2021-SKU-02419,industrial_machinery,WO-2021-09158,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.769,12.138,221.71,702.88,245.04,262.8,0.05,WC-004,249.27,93.34,WC-009,225.58,137,104,103,1,0,1,14.77,17.19,0.8592,99.881,104,2.7,7,-24.09,0.99,479.5,422.5,0.8811,0.8591,0.9904,0.7497,24.96,33.3,57.0,17.1,1,reduced_speed,good,performance_loss,0.0,0,57.0,0.0,4,119.9,14.3,19.9,no,45.1,0.0,11.9,0.0,0.0,0.0,no,preventive,28.6,4.7,16,13,78.5,skilled,13.0,0.0,no,no,16.0,SUP-065,1190.0,4.54,1.01,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.881,98.406,185.2,1.798,37.3,17.1,,8.8,77.8,4985.36,5800.89,57.04,0.0,14.26,100,5700.0,1154.26,41.9,162.3147
MFG-LINE-PLT-008-01,PLT-008,WC-048,SHF-PLT-008-20240512-1,2024-05-12,1,454.7,PRD-2024-SKU-03904,medical_devices,WO-2024-57565,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,145.68,17.482,131.77,357.31,146.24,174.53,0.12,WC-001,163.88,99.9,WC-003,114.07,239,166,165,1,0,1,24.58,31.61,0.7776,99.9715,166,2.9,11,-30.54,1.09,454.7,428.8,0.943,0.7349,0.994,0.6888,21.75,31.58,25.9,59.9,1,idling_minor_stops,average,performance_loss,23.6,1,25.9,0.0,2,227.4,12.9,19.9,no,0.0,19.9,6.0,0.0,0.0,0.0,no,preventive,7.3,6.7,22,20,82.7,semi_skilled,7.2,0.0,no,yes,55.7,SUP-147,285.0,4.95,1.15,1.29,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9715,98.3285,159.6,0.967,39.5,9.9,,8.4,67.0,6809.47,14913.67,18.94,0.0,4.74,250,6475.0,1299.74,40.0,150.7102
MFG-LINE-PLT-002-01,PLT-002,WC-001,SHF-PLT-002-20200129-2,2020-01-29,2,442.0,PRD-2020-SKU-04783,electronics_pcb,WO-2020-02978,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,41.994,2.1,36.66,69.19,41.89,45.46,0.05,WC-002,42.92,92.9,WC-001,0.0,695,587,586,1,0,1,85.68,94.49,0.9068,99.9672,587,0.5,1,-15.54,5.3,442.0,411.1,0.9301,0.9068,0.9983,0.842,25.84,30.69,30.9,60.3,1,reduced_speed,good,performance_loss,0.0,0,30.9,0.0,3,147.3,10.3,10.6,no,0.0,0.0,10.0,0.0,20.9,0.0,no,preventive,26.7,6.1,16,15,71.3,expert,2.6,0.0,no,yes,86.3,SUP-039,328.0,4.91,1.14,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9672,97.8582,407.3,0.695,98.5,49.0,,8.3,171.1,5349.81,12366.82,17.74,0.0,4.43,150,4635.0,931.43,73.9,48.0034
MFG-LINE-PLT-004-03,PLT-004,WC-025,SHF-PLT-004-20210213-3,2021-02-13,3,463.6,PRD-2021-SKU-07322,industrial_machinery,WO-2021-74520,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,187.873,9.394,165.7,258.81,183.89,203.37,0.05,WC-005,193.38,93.57,WC-003,160.78,209,122,121,1,0,1,19.11,27.09,0.7054,99.9119,122,2.5,9,-41.63,2.61,463.6,383.0,0.8262,0.7055,0.9918,0.5781,18.61,32.2,80.6,50.9,1,idling_minor_stops,average,performance_loss,0.0,0,80.6,0.0,5,92.7,16.1,25.7,no,25.7,0.0,28.7,12.5,0.0,13.7,no,predictive,22.2,6.9,7,6,71.2,semi_skilled,10.8,0.0,no,no,63.4,SUP-135,881.0,4.63,1.04,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9119,98.3895,311.8,2.577,72.4,35.9,,8.3,131.0,1309.41,1744.35,31.51,0.0,7.88,100,8060.0,1619.88,46.7,57.0081
MFG-LINE-PLT-004-03,PLT-004,WC-010,SHF-PLT-004-20231009-2,2023-10-09,2,460.7,PRD-2023-SKU-06851,industrial_machinery,WO-2023-23868,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,148.805,7.44,129.5,321.36,142.8,161.08,0.05,WC-003,152.53,93.18,WC-005,121.72,207,119,118,1,0,1,24.11,27.09,0.89,99.9523,119,0.0,0,-42.51,15.37,460.7,333.8,0.7245,0.7897,0.9916,0.5674,18.15,31.99,126.9,31.7,1,setup_adjustment,average,availability_loss,37.6,1,126.9,0.0,3,153.6,42.3,111.3,yes,111.3,0.0,0.0,15.6,0.0,0.0,no,preventive,22.2,6.6,1,1,78.6,multi_skilled,2.8,0.0,no,no,11.9,SUP-131,477.0,4.8,1.1,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9523,97.6525,383.4,3.249,94.0,23.1,,7.8,161.0,158.2,185.84,25.56,0.0,6.39,100,12690.0,2544.39,32.0,28.6922
MFG-LINE-PLT-005-05,PLT-005,WC-015,SHF-PLT-005-20240930-3,2024-09-30,3,433.6,PRD-2024-SKU-01503,automotive_body,WO-2024-14570,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.726,2.122,63.71,139.94,71.0,74.23,0.03,WC-001,70.11,90.11,WC-003,11.71,426,325,324,1,0,1,50.8,59.02,0.8607,99.99,325,0.1,0,-23.71,44.83,407.1,396.0,0.9727,0.8344,0.9969,0.8091,22.87,28.27,11.1,64.5,1,reduced_speed,good,performance_loss,38.6,1,11.1,26.5,1,433.6,11.1,11.1,no,0.0,0.0,0.0,11.1,0.0,0.0,yes,corrective,23.7,4.6,2,1,75.8,expert,7.1,0.0,no,no,42.4,SUP-018,76.0,5.29,1.26,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.1638,748.8,2.311,169.3,86.3,15.0,8.2,314.5,415.93,571.67,20.48,0.0,5.12,200,2220.0,449.12,54.5,23.5914
MFG-LINE-PLT-005-05,PLT-005,WC-032,SHF-PLT-005-20230523-1,2023-05-23,1,462.6,PRD-2023-SKU-03627,automotive_body,WO-2023-34798,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,80.444,2.413,71.29,106.64,82.17,84.43,0.03,WC-002,81.32,91.9,WC-003,21.42,454,309,308,1,0,1,44.66,59.02,0.7567,99.979,309,1.7,6,-31.94,3.07,462.6,428.6,0.9265,0.7329,0.9968,0.6769,21.75,32.13,34.0,112.6,1,reduced_speed,average,performance_loss,13.5,1,34.0,0.0,3,154.2,11.3,17.5,no,0.0,27.3,6.7,0.0,0.0,0.0,no,corrective,23.7,5.1,15,13,73.5,semi_skilled,12.4,0.0,yes,no,86.6,SUP-118,210.0,5.03,1.18,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.979,99.3359,996.7,3.236,227.9,145.8,19.9,7.4,418.6,5400.8,5561.22,68.26,0.0,17.07,200,6800.0,1377.07,49.3,104.0726
MFG-LINE-PLT-003-05,PLT-003,WC-030,SHF-PLT-003-20240221-2,2024-02-21,2,465.2,PRD-2024-SKU-09761,electronics_pcb,WO-2024-88898,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,53.764,6.452,51.04,127.91,53.48,64.41,0.12,WC-003,61.09,99.9,WC-002,0.0,712,474,472,2,0,2,66.91,92.07,0.7267,99.7635,474,0.7,1,-33.43,3.38,465.2,425.0,0.9136,0.7267,0.9958,0.6611,21.36,32.31,40.2,178.3,2,reduced_speed,average,performance_loss,0.0,0,40.2,0.0,4,116.3,10.0,19.2,no,19.2,7.1,0.0,9.4,4.5,0.0,no,preventive,2.5,5.5,21,18,91.6,semi_skilled,10.9,1.1,no,yes,49.4,SUP-181,2365.0,4.32,0.94,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.7635,99.0268,253.0,0.536,54.4,19.5,,8.7,106.3,5400.92,9206.77,7.26,0.0,3.63,150,6030.0,1209.63,60.7,38.2393
MFG-LINE-PLT-002-03,PLT-002,WC-041,SHF-PLT-002-20240407-3,2024-04-07,3,478.1,PRD-2024-SKU-06729,electronics_pcb,WO-2024-08928,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,76.74,3.837,66.17,135.64,76.25,83.07,0.05,WC-009,78.46,92.95,WC-008,0.0,652,315,313,2,0,2,46.81,82.38,0.5682,99.4392,315,4.0,11,-51.69,39.28,478.1,417.9,0.8741,0.549,0.9937,0.4768,15.83,33.2,60.2,258.8,2,idling_minor_stops,poor,performance_loss,14.2,1,60.2,0.0,4,119.5,15.0,21.9,no,0.0,32.9,21.9,0.0,5.4,0.0,no,preventive,13.3,6.9,2,1,64.7,trainee,9.8,0.0,no,no,66.8,SUP-055,5608.0,4.04,0.85,0.94,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.4392,98.1051,286.7,0.916,69.4,21.8,,7.7,120.4,225.5,406.21,16.8,0.0,8.4,150,9030.0,1814.4,67.0,18.9256
MFG-LINE-PLT-002-02,PLT-002,WC-048,SHF-PLT-002-20240913-1,2024-09-13,1,439.4,PRD-2024-SKU-02581,electronics_pcb,WO-2024-12685,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.135,0.394,12.08,28.49,13.28,13.79,0.03,WC-007,13.52,93.58,WC-004,0.0,2059,1515,1514,1,0,1,273.99,281.25,0.9742,99.9821,1515,1.0,3,-26.42,41.34,439.4,417.4,0.9499,0.7743,0.9993,0.735,22.43,30.52,22.0,441.6,1,reduced_speed,good,performance_loss,85.7,2,22.0,0.0,1,439.4,22.0,22.0,no,0.0,22.0,0.0,0.0,0.0,0.0,no,predictive,2.0,7.2,6,5,93.0,expert,2.8,0.0,no,no,20.5,SUP-052,179.0,5.07,1.19,1.36,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9821,99.0748,905.4,0.598,231.8,52.5,,8.5,380.3,864.88,1830.74,8.51,0.0,2.13,150,3300.0,662.13,38.5,10.2961
MFG-LINE-PLT-001-01,PLT-001,WC-003,SHF-PLT-001-20200606-2,2020-06-06,2,450.5,PRD-2020-SKU-06450,pharmaceutical,WO-2020-89258,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,27.978,0.839,25.98,53.93,28.31,29.36,0.03,WC-005,28.62,92.99,WC-009,0.0,1324,782,781,1,0,1,128.56,176.47,0.7285,99.99,782,0.6,1,-40.94,6.5,450.5,408.4,0.9065,0.6511,0.9987,0.5895,18.44,31.28,42.1,419.1,1,idling_minor_stops,average,performance_loss,43.4,1,42.1,0.0,3,150.2,14.0,15.7,no,15.7,11.9,14.5,0.0,0.0,0.0,no,corrective,26.8,5.6,19,16,84.3,semi_skilled,13.7,0.0,no,yes,62.3,SUP-162,96.0,5.23,1.24,1.4,contamination,labelling,automated_vision,no,no,no,no,99.99,99.6837,1882.2,2.41,370.9,280.7,,6.8,790.5,4263.64,9587.67,77.0,0.0,19.25,300,12630.0,2545.25,64.4,94.8339
MFG-LINE-PLT-001-02,PLT-001,WC-046,SHF-PLT-001-20210723-1,2021-07-23,1,458.7,PRD-2021-SKU-06526,pharmaceutical,WO-2021-85359,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.975,10.768,52.49,87.94,59.29,74.74,0.189,WC-001,64.76,99.9,WC-003,0.0,541,439,438,1,0,1,63.16,70.87,0.8912,99.9828,439,2.2,6,-18.85,2.6,458.7,425.3,0.9272,0.874,0.9977,0.8085,25.75,31.85,33.4,63.3,1,reduced_speed,good,performance_loss,8.2,1,33.4,0.0,2,229.3,16.7,21.1,no,21.1,0.0,12.3,0.0,0.0,0.0,no,predictive,22.7,6.2,24,22,91.2,skilled,7.9,0.0,no,no,46.0,SUP-068,172.0,5.08,1.19,1.36,contamination,labelling,100pct_manual,no,no,no,no,99.9828,99.2379,740.7,1.691,187.3,42.1,,7.7,311.1,6721.23,16110.18,21.83,0.0,5.46,300,10020.0,2009.46,73.6,74.0063
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20241123-3,2024-11-23,3,463.7,PRD-2024-SKU-06478,electronics_pcb,WO-2024-70974,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.747,1.637,27.88,64.28,31.45,35.45,0.05,WC-007,33.88,94.07,WC-008,0.0,1025,605,604,1,0,1,109.78,132.84,0.8264,99.938,605,0.8,2,-40.98,5.21,463.7,377.0,0.813,0.7249,0.9983,0.5884,18.95,32.2,86.7,229.6,1,reduced_speed,average,performance_loss,46.3,2,86.7,0.0,4,115.9,21.7,27.0,no,59.8,27.0,0.0,0.0,0.0,0.0,no,preventive,11.0,6.9,17,15,94.5,skilled,7.1,0.0,no,no,81.5,SUP-015,620.0,4.73,1.08,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.938,99.3992,530.9,0.879,111.8,70.1,,7.8,223.0,5316.14,5605.03,12.81,0.0,3.2,150,13005.0,2604.2,55.3,30.9126
MFG-LINE-PLT-004-01,PLT-004,WC-009,SHF-PLT-004-20210530-1,2021-05-30,1,460.6,PRD-2021-SKU-04082,industrial_machinery,WO-2021-86170,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,252.066,12.603,227.35,678.86,252.94,272.86,0.05,WC-004,261.94,94.47,WC-001,234.88,131,66,65,1,0,1,14.09,17.19,0.8197,99.9052,66,0.1,0,-49.62,0.65,460.6,281.0,0.6101,0.8197,0.9848,0.4925,15.75,31.99,179.6,14.5,1,setup_adjustment,poor,availability_loss,0.0,0,179.57465359377596,0.0,4,115.1,24.9,179.57465359377596,yes,67.9,18.7,0.0,13.0,0.0,0.0,no,predictive,28.6,2.1,15,13,90.6,skilled,8.2,0.0,no,no,39.9,SUP-009,948.0,4.61,1.04,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9052,98.6028,290.8,4.474,63.5,35.1,,7.0,122.1,5097.07,10050.8,33.41,0.0,8.35,100,17957.47,3599.84,46.4,266.9682
MFG-LINE-PLT-002-01,PLT-002,WC-040,SHF-PLT-002-20200424-1,2020-04-24,1,434.4,PRD-2020-SKU-06184,electronics_pcb,WO-2020-96065,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.785,2.139,39.27,84.55,42.68,46.31,0.05,WC-001,43.23,91.86,WC-002,0.0,683,519,518,1,0,1,84.02,94.49,0.8892,99.9399,519,1.5,3,-24.01,3.98,434.4,398.9,0.9183,0.8263,0.9981,0.7573,22.84,30.16,35.5,109.1,1,idling_minor_stops,good,performance_loss,28.2,2,35.5,0.0,4,108.6,8.9,18.9,no,0.0,18.9,6.0,10.7,0.0,0.0,no,corrective,26.7,7.6,19,18,87.6,skilled,2.4,0.6,no,no,43.8,SUP-092,601.0,4.74,1.08,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9399,97.6248,210.8,0.407,38.2,10.7,,9.0,88.5,3086.44,3490.27,13.36,0.0,3.34,150,5325.0,1068.34,39.4,26.0821
MFG-LINE-PLT-009-01,PLT-009,WC-024,SHF-PLT-009-20231114-1,2023-11-14,1,430.3,PRD-2023-SKU-07294,automotive_body,WO-2023-80862,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,65.816,7.898,60.78,184.29,65.62,78.85,0.12,WC-009,75.42,99.9,WC-006,8.5,410,329,328,1,0,1,54.61,57.32,0.9527,99.9806,329,0.6,2,-19.76,45.74,430.3,385.0,0.8947,0.8945,0.997,0.7979,23.84,29.88,45.3,38.8,1,idling_minor_stops,good,performance_loss,23.5,1,45.3,0.0,4,107.6,11.3,14.8,no,0.0,0.0,39.4,5.9,0.0,0.0,no,predictive,28.2,5.6,1,1,78.3,expert,13.0,0.0,no,no,45.0,SUP-160,194.0,5.05,1.18,1.33,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9806,99.8757,526.8,1.606,127.3,45.3,10.5,8.7,221.3,254.79,243.14,39.68,0.0,9.92,200,9060.0,1821.92,29.5,41.3191
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20211023-1,2021-10-23,1,475.2,PRD-2021-SKU-01647,automotive_body,WO-2021-88833,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,76.201,6.096,66.92,126.26,76.37,86.26,0.08,WC-006,78.9,94.13,WC-005,0.41,600,321,320,1,0,1,47.23,75.79,0.6232,99.9636,321,4.0,13,-46.5,8.08,475.2,407.8,0.8582,0.6232,0.9969,0.5331,17.59,33.0,67.4,194.1,1,reduced_speed,average,performance_loss,0.0,0,67.4,0.0,5,95.0,13.5,28.2,no,28.2,16.1,0.0,4.4,7.8,11.0,no,corrective,1.3,7.5,6,5,78.5,trainee,1.3,1.3,no,no,83.8,SUP-075,364.0,4.88,1.13,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9636,97.5666,846.7,2.646,159.3,46.3,16.9,7.9,355.6,1948.37,1768.04,50.71,0.0,12.68,200,13480.0,2708.68,34.8,62.4823
MFG-LINE-PLT-004-04,PLT-004,WC-028,SHF-PLT-004-20221029-1,2022-10-29,1,420.9,PRD-2022-SKU-04608,industrial_machinery,WO-2022-27790,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,318.651,55.764,286.99,709.01,324.58,410.66,0.175,WC-002,306.77,87.52,WC-001,306.22,86,76,75,1,0,1,11.25,12.43,0.9051,99.7282,76,1.5,4,-11.63,1.34,420.9,405.5,0.9634,0.905,0.9868,0.8604,25.15,29.23,15.4,8.0,1,reduced_speed,world_class,performance_loss,0.0,0,15.4,0.0,2,210.4,7.7,10.8,no,10.8,0.0,0.0,0.0,4.6,0.0,no,preventive,24.6,4.0,9,8,91.8,expert,2.6,1.0,no,no,82.0,SUP-113,2718.0,4.28,0.93,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.7282,99.6541,252.5,3.366,56.3,16.0,,7.8,106.0,3544.3,4748.84,29.81,0.0,7.45,100,1540.0,315.45,48.6,140.7827
MFG-LINE-PLT-004-05,PLT-004,WC-019,SHF-PLT-004-20211015-1,2021-10-15,1,468.4,PRD-2021-SKU-03174,industrial_machinery,WO-2021-94061,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,172.272,8.614,149.31,381.1,173.75,186.49,0.05,WC-002,180.5,95.25,WC-004,148.48,185,110,109,1,0,1,20.84,23.79,0.876,99.9129,110,0.9,2,-40.54,3.49,468.4,412.9,0.8815,0.6718,0.9909,0.5868,19.09,32.53,55.5,53.7,1,idling_minor_stops,average,performance_loss,96.1,3,55.5,0.0,4,117.1,13.9,24.5,no,37.5,0.0,13.4,4.7,0.0,0.0,no,corrective,3.8,6.9,5,4,73.3,skilled,2.6,0.0,no,no,14.9,SUP-186,871.0,4.63,1.04,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9129,98.0475,471.1,4.322,84.5,54.9,,7.1,197.9,1970.02,1694.08,46.76,0.0,11.69,100,5550.0,1121.69,31.6,80.8046
MFG-LINE-PLT-003-04,PLT-003,WC-037,SHF-PLT-003-20230411-3,2023-04-11,3,459.8,PRD-2023-SKU-08373,electronics_pcb,WO-2023-36852,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.24,1.712,29.31,94.16,35.0,37.06,0.05,WC-004,36.01,95.62,WC-001,0.0,1017,514,513,1,0,1,105.11,132.84,0.7913,99.9063,514,1.3,4,-49.46,66.94,459.8,293.4,0.6381,0.7912,0.9981,0.5039,16.09,31.93,166.4,135.6,1,equipment_failure,average,availability_loss,0.0,0,166.4,0.0,7,65.7,23.8,44.4,yes,143.1,0.0,0.0,14.5,8.8,0.0,no,corrective,11.0,5.7,1,1,89.1,skilled,19.2,0.0,no,no,82.5,SUP-104,937.0,4.61,1.04,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9063,97.1945,215.5,0.42,46.7,26.8,,8.9,90.5,353.76,495.57,6.36,0.0,1.59,150,24960.0,4993.59,50.6,8.028
MFG-LINE-PLT-009-02,PLT-009,WC-006,SHF-PLT-009-20220510-2,2022-05-10,2,463.0,PRD-2022-SKU-04021,automotive_body,WO-2022-01782,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.374,2.019,38.19,98.03,40.07,43.71,0.05,WC-001,40.98,92.27,WC-002,0.0,841,540,539,1,0,1,89.06,109.09,0.8164,99.9789,540,0.2,0,-35.79,69.85,463.0,363.8,0.7857,0.8164,0.9981,0.6403,20.59,32.15,99.2,121.4,1,setup_adjustment,average,availability_loss,0.0,0,99.2,0.0,7,66.1,14.2,20.6,no,39.8,44.6,14.7,0.0,0.0,0.0,no,emergency,14.2,5.4,1,1,60.5,skilled,13.8,0.0,no,no,69.6,SUP-189,211.0,5.03,1.18,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9789,97.8915,1267.2,2.351,303.7,100.1,25.3,8.1,532.2,177.44,269.96,43.86,0.0,10.96,200,19840.0,3978.96,74.0,44.7714
MFG-LINE-PLT-004-04,PLT-004,WC-035,SHF-PLT-004-20211001-1,2021-10-01,1,454.7,PRD-2021-SKU-09581,industrial_machinery,WO-2021-70955,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,308.804,55.122,285.76,893.22,296.24,399.76,0.178,WC-002,327.81,96.51,WC-001,296.37,93,72,71,1,0,1,11.51,12.43,0.926,99.8176,72,1.1,4,-22.58,0.94,454.7,394.0,0.8665,0.8824,0.9861,0.754,23.81,31.57,60.7,9.6,1,setup_adjustment,good,availability_loss,18.5,1,60.7,0.0,4,113.7,15.2,25.8,no,37.6,9.3,13.9,0.0,0.0,0.0,no,preventive,24.6,6.2,12,10,63.8,multi_skilled,12.6,0.0,no,no,38.0,SUP-113,1824.0,4.41,0.97,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8176,99.3994,230.4,3.245,47.1,14.6,,7.8,96.8,1435.66,3075.83,69.81,0.0,17.45,100,6070.0,1231.45,45.1,134.3354
MFG-LINE-PLT-005-01,PLT-005,WC-029,SHF-PLT-005-20221023-2,2022-10-23,2,434.7,PRD-2022-SKU-05478,automotive_body,WO-2022-08576,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,46.434,5.572,41.97,122.39,46.23,55.63,0.12,WC-001,49.36,96.63,WC-002,0.0,757,327,326,1,0,1,77.32,104.65,0.7388,99.8972,327,6.0,13,-56.8,3.75,434.7,322.6,0.7421,0.5811,0.9969,0.4299,12.98,30.19,112.1,235.7,1,idling_minor_stops,poor,performance_loss,68.9,2,112.1,0.0,7,62.1,16.0,24.0,no,46.8,36.4,8.6,12.7,7.7,0.0,no,preventive,20.8,6.4,14,12,89.1,semi_skilled,9.8,0.0,no,no,68.6,SUP-107,1028.0,4.58,1.03,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8972,98.0953,955.5,2.931,218.8,57.6,19.1,7.7,401.3,4264.36,10509.13,60.62,0.0,15.15,200,22420.0,4499.15,73.3,106.1234
MFG-LINE-PLT-002-03,PLT-002,WC-025,SHF-PLT-002-20220727-2,2022-07-27,2,468.9,PRD-2022-SKU-08720,electronics_pcb,WO-2022-05495,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.596,2.58,48.16,112.75,53.29,55.85,0.05,WC-007,54.13,95.38,WC-008,0.0,643,472,471,1,0,1,69.66,82.38,0.8456,99.9747,472,0.7,1,-26.59,30.13,468.9,433.7,0.9249,0.7926,0.9979,0.7316,23.82,32.56,35.2,123.5,1,reduced_speed,good,performance_loss,27.2,1,35.2,0.0,3,156.3,11.7,12.8,no,0.0,22.4,12.8,0.0,0.0,0.0,no,preventive,13.3,6.4,3,2,83.4,skilled,2.0,0.0,no,no,28.1,SUP-054,253.0,4.98,1.16,1.18,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9747,98.4023,439.9,0.934,101.7,25.4,,7.7,184.8,749.86,1143.72,37.62,0.0,9.4,150,5280.0,1065.4,54.7,41.7202
MFG-LINE-PLT-004-03,PLT-004,WC-021,SHF-PLT-004-20210810-3,2021-08-10,3,468.3,PRD-2021-SKU-01838,industrial_machinery,WO-2021-33084,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,166.832,8.342,151.17,312.88,168.35,180.6,0.05,WC-003,172.39,93.94,WC-005,139.74,211,162,161,1,0,1,21.57,27.09,0.7962,99.8469,162,0.2,0,-23.22,4.13,468.3,450.6,0.9622,0.7963,0.9938,0.7615,24.77,32.52,17.7,41.4,1,idling_minor_stops,good,performance_loss,0.0,0,17.7,0.0,2,234.2,8.9,13.9,no,0.0,0.0,0.0,13.9,3.8,0.0,no,preventive,22.2,5.2,7,5,69.9,skilled,15.0,0.0,yes,no,53.1,SUP-150,1531.0,4.46,0.99,0.99,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8469,99.0834,687.3,4.269,118.4,88.6,,7.2,288.7,2428.41,2872.72,29.4,0.0,7.35,100,1770.0,361.35,34.5,62.5089
MFG-LINE-PLT-003-05,PLT-003,WC-029,SHF-PLT-003-20231010-1,2023-10-10,1,470.8,PRD-2023-SKU-03547,electronics_pcb,WO-2023-53183,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.992,4.919,37.41,105.49,42.0,49.11,0.12,WC-001,44.55,98.8,WC-003,0.0,721,603,601,2,0,2,87.73,92.07,0.9529,99.8297,603,0.1,0,-16.37,19.15,470.8,470.8,1.0,0.8347,0.9967,0.832,27.2,32.69,0.0,119.4,2,reduced_speed,good,performance_loss,58.4,2,0.0,0.0,0,470.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,2.5,6.6,5,4,82.7,multi_skilled,14.2,0.0,no,no,47.7,SUP-062,1703.0,4.43,0.98,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8297,96.8485,385.8,0.642,75.2,49.9,,8.4,162.0,1417.29,3240.71,24.06,0.0,12.03,150,0.0,12.03,68.9,31.8905
MFG-LINE-PLT-005-03,PLT-005,WC-035,SHF-PLT-005-20220826-1,2022-08-26,1,426.5,PRD-2022-SKU-06574,automotive_body,WO-2022-82244,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,65.238,3.262,57.26,165.7,64.31,70.62,0.05,WC-001,66.39,92.51,WC-002,1.64,451,353,352,1,0,1,55.11,63.6,0.8665,99.9822,353,0.8,2,-21.73,4.95,426.5,384.4,0.9013,0.8664,0.9972,0.7786,23.06,29.62,42.1,54.4,1,reduced_speed,good,performance_loss,0.0,0,42.1,0.0,3,142.2,14.0,19.3,no,0.0,0.0,42.1,0.0,0.0,0.0,no,preventive,32.9,5.2,12,10,91.9,skilled,13.5,0.0,no,no,20.8,SUP-169,178.0,5.07,1.19,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9822,97.6686,988.8,2.809,233.3,148.1,19.8,7.8,415.3,1893.97,4171.31,50.19,0.0,12.55,200,8420.0,1696.55,47.7,67.5635
MFG-LINE-PLT-010-02,PLT-010,WC-022,SHF-PLT-010-20241125-1,2024-11-25,1,459.9,PRD-2024-SKU-08549,industrial_machinery,WO-2024-70171,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,312.299,55.745,284.61,447.79,298.61,404.28,0.178,WC-002,355.42,99.9,WC-005,299.92,94,85,84,1,0,1,11.5,12.38,0.9289,99.647,85,2.8,7,-9.57,0.61,459.9,443.5,0.9643,0.9292,0.9882,0.8855,28.28,31.94,16.4,6.5,1,idling_minor_stops,world_class,performance_loss,0.0,0,16.4,0.0,2,229.9,8.2,8.9,no,0.0,0.0,0.0,7.5,8.9,0.0,no,preventive,32.7,5.1,21,18,89.0,multi_skilled,10.7,0.0,no,yes,65.1,SUP-066,3530.0,4.19,0.9,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.647,98.7373,323.1,3.847,81.7,17.3,,7.4,135.7,6554.93,12104.25,59.43,0.0,14.86,100,1640.0,342.86,60.9,282.2706
MFG-LINE-PLT-008-02,PLT-008,WC-017,SHF-PLT-008-20210524-3,2021-05-24,3,465.9,PRD-2021-SKU-05299,medical_devices,WO-2021-49215,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,53.434,4.275,49.11,153.29,53.75,60.49,0.08,WC-006,56.85,96.72,WC-001,0.0,722,497,496,1,0,1,67.3,93.02,0.7235,99.9857,497,1.7,4,-31.16,21.29,465.9,443.1,0.9511,0.7235,0.998,0.6867,22.22,32.35,22.8,189.9,1,idling_minor_stops,average,performance_loss,0.0,0,22.8,0.0,2,232.9,11.4,12.2,no,0.0,22.8,0.0,0.0,0.0,0.0,no,preventive,8.4,7.0,4,3,85.3,semi_skilled,20.5,0.0,no,no,54.4,SUP-021,143.0,5.13,1.21,1.36,contamination,functional_failure,automated_vision,no,no,no,no,99.9857,99.5703,726.1,1.464,144.3,79.2,,7.6,305.0,1398.31,1760.0,27.76,0.0,6.94,250,5700.0,1146.94,34.5,34.1835
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20240401-1,2024-04-01,1,422.5,PRD-2024-SKU-09221,industrial_machinery,WO-2024-63720,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,328.741,62.132,294.0,575.74,346.16,431.26,0.189,WC-002,370.49,99.9,WC-001,316.31,87,75,74,1,0,1,10.89,12.43,0.8761,99.7542,75,0.7,2,-13.79,0.96,422.5,413.1,0.9778,0.8767,0.9867,0.8457,24.81,29.34,9.4,10.5,1,reduced_speed,good,performance_loss,0.0,0,9.4,0.0,1,422.5,9.4,9.4,no,0.0,0.0,0.0,9.4,0.0,0.0,no,predictive,24.6,6.3,12,11,77.6,skilled,3.8,0.2,no,no,50.0,SUP-161,2458.0,4.31,0.94,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7542,98.0446,218.7,2.956,43.9,25.6,,8.0,91.9,3998.59,8625.89,60.17,0.0,15.04,100,940.0,203.04,55.7,231.5842
MFG-LINE-PLT-004-06,PLT-004,WC-034,SHF-PLT-004-20231217-1,2023-12-17,1,446.2,PRD-2023-SKU-07946,industrial_machinery,WO-2023-09570,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,126.038,15.125,119.69,161.77,125.74,150.99,0.12,WC-001,134.64,97.12,WC-003,94.07,237,181,180,1,0,1,28.49,31.97,0.8911,99.8176,181,0.8,1,-23.63,1.42,407.6,364.4,0.894,0.9322,0.9945,0.8288,23.46,28.3,43.2,13.2,1,equipment_failure,good,availability_loss,21.7,1,43.2,38.6,1,446.2,43.2,43.2,yes,43.2,0.0,0.0,0.0,0.0,0.0,yes,emergency,6.6,6.6,20,17,69.1,skilled,14.1,0.0,no,no,43.8,SUP-103,1824.0,4.41,0.97,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8176,97.876,469.4,2.608,103.0,28.4,,8.3,197.1,7391.38,12686.71,103.68,0.0,25.92,100,4320.0,889.92,48.1,215.8009
MFG-LINE-PLT-008-01,PLT-008,WC-031,SHF-PLT-008-20241022-1,2024-10-22,1,458.6,PRD-2024-SKU-05836,medical_devices,WO-2024-44912,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,145.174,17.421,131.07,195.6,154.98,173.92,0.12,WC-002,149.05,93.34,WC-001,113.56,241,134,133,1,0,1,24.68,31.61,0.7808,99.9794,134,1.0,3,-44.4,17.4,458.6,363.9,0.7935,0.6989,0.9925,0.5505,17.53,31.85,94.7,57.7,1,reduced_speed,average,performance_loss,38.1,1,94.7,0.0,6,76.4,15.8,33.8,yes,54.7,21.0,10.5,8.6,0.0,0.0,no,emergency,7.3,6.9,1,1,60.1,semi_skilled,2.9,0.0,no,no,10.5,SUP-185,206.0,5.03,1.18,1.31,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9794,99.8796,90.6,0.681,18.6,7.9,,8.9,38.1,378.24,585.0,16.97,0.0,4.24,250,23675.0,4739.24,54.2,24.34
MFG-LINE-PLT-006-01,PLT-006,WC-033,SHF-PLT-006-20210509-1,2021-05-09,1,452.4,PRD-2021-SKU-05326,food_beverage,WO-2021-06594,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.991,3.119,24.39,45.85,27.25,31.14,0.12,WC-012,27.88,97.53,WC-008,0.0,1102,975,974,1,0,1,138.47,146.34,0.9462,99.9083,975,0.2,0,-11.52,64.59,452.4,422.5,0.9339,0.9462,0.999,0.8828,27.73,31.41,29.9,55.4,1,equipment_failure,world_class,availability_loss,0.0,0,29.9,0.0,1,452.4,29.9,29.9,no,0.0,0.0,0.0,0.0,0.0,29.9,no,corrective,33.4,4.4,3,2,72.3,expert,1.1,0.0,no,no,34.4,SUP-168,917.0,4.62,1.04,1.07,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9083,97.0375,684.7,0.703,150.4,94.4,,6.5,287.6,861.75,818.15,7.32,0.0,1.83,80,2392.0,480.23,51.5,9.0523
MFG-LINE-PLT-009-02,PLT-009,WC-022,SHF-PLT-009-20200609-1,2020-06-09,1,434.0,PRD-2020-SKU-05821,automotive_body,WO-2020-10711,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,43.112,2.156,37.69,64.19,42.88,46.67,0.05,WC-003,44.99,94.87,WC-002,0.0,788,391,390,1,0,1,83.42,109.09,0.7647,99.9521,391,2.5,6,-50.38,13.48,434.0,281.2,0.6479,0.7647,0.9974,0.4942,14.9,30.14,152.8,120.3,1,equipment_failure,poor,availability_loss,0.0,0,152.8,0.0,6,72.3,25.5,58.8,yes,110.5,23.5,10.7,0.0,8.0,0.0,no,corrective,14.2,5.0,5,4,91.7,semi_skilled,5.1,0.0,no,no,63.9,SUP-180,479.0,4.8,1.1,1.12,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9521,97.8829,1149.7,2.948,257.9,118.1,23.0,7.6,482.9,713.68,1547.02,89.4,0.0,22.35,200,30560.0,6134.35,70.9,95.4259
MFG-LINE-PLT-006-02,PLT-006,WC-024,SHF-PLT-006-20220511-1,2022-05-11,1,437.8,PRD-2022-SKU-05478,food_beverage,WO-2022-67613,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.436,0.892,6.94,20.46,7.27,8.91,0.12,WC-010,8.23,99.9,WC-008,0.0,3976,2346,2343,3,1,2,484.13,545.45,0.8876,99.9114,2347,0.5,1,-41.0,53.51,437.8,290.7,0.664,0.8876,0.9987,0.5886,17.9,30.41,147.1,297.1,3,equipment_failure,average,availability_loss,0.0,0,147.1,0.0,7,62.5,21.0,84.0,yes,110.8,0.0,16.0,20.3,0.0,0.0,no,corrective,15.5,7.0,7,6,85.1,skilled,10.4,0.0,no,no,57.4,SUP-143,886.0,4.63,1.04,1.16,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9114,98.1387,1112.9,0.475,199.7,84.9,,7.6,467.4,1556.48,2919.34,7.98,7.98,3.99,80,11768.0,2365.57,57.7,9.9005
MFG-LINE-PLT-005-02,PLT-005,WC-047,SHF-PLT-005-20200826-2,2020-08-26,2,437.2,PRD-2020-SKU-08454,automotive_body,WO-2020-27177,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,56.667,4.533,48.74,73.3,55.42,64.15,0.08,WC-006,61.04,97.92,WC-002,0.0,552,383,382,1,0,1,63.46,75.79,0.8373,99.9722,383,1.9,6,-30.62,3.74,437.2,401.4,0.9181,0.7555,0.9974,0.6918,21.0,30.36,35.8,124.0,1,idling_minor_stops,average,performance_loss,39.3,1,35.8,0.0,2,218.6,17.9,28.5,no,0.0,28.5,7.3,0.0,0.0,0.0,no,preventive,1.3,6.5,17,14,76.7,skilled,13.6,0.0,no,no,42.0,SUP-131,278.0,4.95,1.15,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9722,98.8983,989.0,2.589,184.1,116.0,19.8,7.9,415.4,5649.87,9142.11,45.73,0.0,11.43,200,7160.0,1443.43,59.7,84.5722
MFG-LINE-PLT-010-02,PLT-010,WC-012,SHF-PLT-010-20231030-1,2023-10-30,1,448.7,PRD-2023-SKU-08952,industrial_machinery,WO-2023-75877,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,333.327,62.999,306.14,423.58,331.73,437.28,0.189,WC-005,340.79,92.94,WC-004,320.95,92,73,72,1,0,1,10.76,12.38,0.8691,99.5957,73,0.3,1,-20.65,9.63,448.7,440.2,0.9811,0.804,0.9863,0.778,24.24,31.16,8.5,17.8,1,reduced_speed,good,performance_loss,33.3,2,8.5,0.0,1,448.7,8.5,8.5,no,0.0,0.0,0.0,0.0,8.5,0.0,no,preventive,32.7,4.5,1,1,82.9,skilled,11.4,0.0,no,no,52.1,SUP-139,4043.0,4.15,0.88,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5957,99.2235,117.5,1.632,28.0,16.2,,8.9,49.4,404.02,714.67,23.22,0.0,5.8,100,850.0,175.8,33.9,39.0799
MFG-LINE-PLT-003-04,PLT-003,WC-025,SHF-PLT-003-20230511-2,2023-05-11,2,447.8,PRD-2023-SKU-05158,electronics_pcb,WO-2023-37355,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.586,1.529,28.27,57.95,30.47,33.11,0.05,WC-008,31.49,93.6,WC-007,0.0,990,707,706,1,0,1,117.65,132.84,0.8857,99.9357,707,0.1,0,-28.59,7.28,447.8,399.9,0.893,0.7984,0.9986,0.712,22.14,31.1,47.9,178.5,1,reduced_speed,good,performance_loss,39.4,1,47.9,0.0,3,149.3,16.0,22.0,no,0.0,43.4,0.0,0.0,4.5,0.0,no,corrective,11.0,6.0,15,13,94.4,multi_skilled,7.5,0.8,no,no,15.0,SUP-048,643.0,4.72,1.07,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9357,98.7424,221.7,0.314,42.4,16.4,,9.2,93.1,4069.9,7447.23,18.91,0.0,4.73,150,7185.0,1441.73,51.1,35.25
MFG-LINE-PLT-005-03,PLT-005,WC-029,SHF-PLT-005-20210729-3,2021-07-29,3,466.9,PRD-2021-SKU-06436,automotive_body,WO-2021-74300,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,65.806,3.29,57.61,105.56,67.49,71.23,0.05,WC-002,67.1,92.69,WC-001,2.21,494,393,392,1,0,1,54.64,63.6,0.8591,99.9777,393,0.5,1,-20.45,2.96,466.9,431.5,0.9242,0.8591,0.9975,0.792,25.68,32.43,35.4,64.5,1,idling_minor_stops,good,performance_loss,0.0,0,35.4,0.0,2,233.5,17.7,24.1,no,24.1,0.0,11.2,0.0,0.0,0.0,no,corrective,32.9,5.2,20,17,70.7,expert,13.6,0.0,yes,no,44.2,SUP-105,223.0,5.01,1.17,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9777,98.5844,598.2,1.526,136.8,50.2,12.0,8.8,251.2,3343.28,4372.72,11.99,0.0,3.0,200,7080.0,1419.0,41.5,31.7043
MFG-LINE-PLT-005-02,PLT-005,WC-046,SHF-PLT-005-20230401-3,2023-04-01,3,463.3,PRD-2023-SKU-01864,automotive_body,WO-2023-88531,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.832,4.627,52.73,108.65,55.87,65.47,0.08,WC-004,59.8,94.01,WC-006,0.0,585,452,451,1,0,1,62.24,75.79,0.8212,99.9807,452,0.4,1,-22.74,9.73,463.3,447.6,0.9661,0.7995,0.9978,0.7707,24.8,32.17,15.7,113.4,1,reduced_speed,good,performance_loss,11.9,1,15.7,0.0,2,231.6,7.9,9.3,no,0.0,0.0,9.3,6.4,0.0,0.0,no,corrective,1.3,8.2,7,6,91.3,skilled,5.7,0.0,no,no,87.6,SUP-136,193.0,5.05,1.18,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9807,97.1945,1267.3,2.81,268.9,183.6,25.3,7.8,532.3,1540.92,2884.55,13.89,0.0,3.47,200,3140.0,631.47,65.2,23.7334
MFG-LINE-PLT-005-04,PLT-005,WC-010,SHF-PLT-005-20231113-3,2023-11-13,3,466.2,PRD-2023-SKU-05418,automotive_body,WO-2023-73442,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,57.054,6.846,53.87,163.41,57.15,68.35,0.12,WC-001,58.78,93.65,WC-004,0.0,599,266,265,1,0,1,63.09,77.25,0.8167,99.9009,266,10.7,23,-55.59,34.11,466.2,304.2,0.6525,0.6792,0.9962,0.4415,14.29,32.37,162.0,125.6,1,setup_adjustment,poor,availability_loss,51.2,3,162.0,0.0,7,66.6,23.1,74.6,yes,74.6,10.4,20.7,0.0,2.8,53.5,no,corrective,15.6,7.0,2,1,93.4,skilled,8.9,0.0,no,yes,68.3,SUP-047,991.0,4.59,1.03,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9009,99.4876,743.9,2.807,190.9,53.8,14.9,7.8,312.4,218.15,189.52,15.73,0.0,3.93,200,32400.0,6483.93,33.3,17.3277
MFG-LINE-PLT-003-04,PLT-003,WC-013,SHF-PLT-003-20200727-2,2020-07-27,2,478.3,PRD-2020-SKU-07684,electronics_pcb,WO-2020-46442,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,35.965,1.798,31.95,96.07,35.7,38.93,0.05,WC-008,37.31,94.32,WC-002,0.0,1057,515,514,1,0,1,100.02,132.84,0.7529,99.8988,515,1.7,5,-51.28,16.12,478.3,308.9,0.6459,0.7529,0.9981,0.4853,16.12,33.22,169.4,169.0,1,setup_adjustment,poor,availability_loss,0.0,0,169.4,0.0,4,119.6,42.4,88.1,yes,161.9,0.0,0.0,7.5,0.0,0.0,no,preventive,11.0,6.7,5,4,69.1,semi_skilled,8.3,1.2,no,yes,28.5,SUP-159,1012.0,4.59,1.03,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8988,98.4663,543.8,1.058,127.3,27.4,,7.4,228.4,863.94,1396.88,10.16,0.0,2.54,150,25410.0,5084.54,49.6,14.5782
MFG-LINE-PLT-004-05,PLT-004,WC-010,SHF-PLT-004-20240609-2,2024-06-09,2,433.3,PRD-2024-SKU-05509,industrial_machinery,WO-2024-66815,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,261.313,13.066,243.62,520.14,272.69,282.87,0.05,WC-009,263.58,91.7,WC-007,237.52,171,81,80,1,0,1,13.71,23.79,0.5763,99.7258,81,0.7,2,-52.63,5.54,394.2,315.5,0.8003,0.6475,0.9877,0.5118,14.01,27.37,78.7,44.1,1,reduced_speed,average,performance_loss,0.0,0,78.7,39.1,3,144.4,26.2,40.3,yes,65.4,0.0,0.0,13.3,0.0,0.0,yes,preventive,3.8,6.4,3,2,68.8,trainee,5.1,0.0,no,no,77.1,SUP-122,2742.0,4.28,0.93,0.95,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7258,97.692,122.8,1.535,23.7,8.5,,9.0,51.6,395.63,963.95,70.29,0.0,17.57,100,7870.0,1591.57,43.1,88.1634
MFG-LINE-PLT-006-02,PLT-006,WC-039,SHF-PLT-006-20240422-3,2024-04-22,3,449.4,PRD-2024-SKU-07575,food_beverage,WO-2024-67193,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.143,0.977,7.13,19.28,8.11,9.76,0.12,WC-005,8.98,99.9,WC-001,0.0,4059,1894,1881,13,5,8,442.04,545.45,0.8104,99.3486,1899,0.6,2,-53.34,22.83,449.4,342.9,0.763,0.6075,0.9931,0.4604,14.37,31.21,106.5,1223.6,13,reduced_speed,poor,performance_loss,85.8,2,106.5,0.0,8,56.2,13.3,25.3,no,46.5,0.0,13.2,13.4,14.9,18.5,no,emergency,15.5,5.6,14,11,64.5,skilled,15.7,1.8,no,no,83.3,SUP-118,6514.0,3.98,0.83,0.94,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.3486,98.8979,1091.0,0.58,193.5,159.0,,7.1,458.2,5226.07,6160.12,2.86,14.3,5.72,80,8520.0,1724.02,63.6,8.933
MFG-LINE-PLT-004-04,PLT-004,WC-041,SHF-PLT-004-20220319-2,2022-03-19,2,465.7,PRD-2022-SKU-07870,industrial_machinery,WO-2022-51166,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,351.237,66.384,328.51,797.88,349.99,460.77,0.189,WC-001,345.88,89.52,WC-002,338.81,95,61,60,1,0,1,10.19,12.43,0.8198,99.488,61,0.5,1,-35.79,0.77,465.7,391.5,0.8407,0.7523,0.9836,0.6221,20.12,32.34,74.2,20.1,1,reduced_speed,average,performance_loss,32.2,3,74.2,0.0,5,93.1,14.8,21.6,no,29.7,0.0,35.6,8.8,0.0,0.0,no,preventive,24.6,5.8,11,10,63.0,skilled,5.1,0.0,no,no,83.1,SUP-103,5120.0,4.07,0.86,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.488,99.2173,202.0,3.367,49.4,30.1,,7.8,84.8,3886.14,7737.25,28.9,0.0,7.22,100,7420.0,1491.22,27.6,223.1048
MFG-LINE-PLT-004-05,PLT-004,WC-037,SHF-PLT-004-20220413-3,2022-04-13,3,428.7,PRD-2022-SKU-03098,industrial_machinery,WO-2022-69278,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,173.763,8.688,156.58,400.13,169.63,188.1,0.05,WC-002,179.58,93.95,WC-007,149.97,169,132,131,1,0,1,20.65,23.79,0.868,99.9149,132,0.8,2,-21.89,2.29,428.7,401.0,0.9354,0.8301,0.9924,0.7705,22.94,29.77,27.7,27.0,1,idling_minor_stops,good,performance_loss,17.5,1,27.7,0.0,1,428.7,27.7,27.7,no,27.7,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,6.5,11,8,67.3,expert,23.9,0.4,no,no,71.2,SUP-191,851.0,4.64,1.05,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9149,97.0621,415.4,3.171,95.9,32.4,,7.9,174.5,1363.87,2628.19,30.66,0.0,7.67,100,2770.0,561.67,73.3,61.3678
MFG-LINE-PLT-004-06,PLT-004,WC-021,SHF-PLT-004-20200929-2,2020-09-29,2,453.5,PRD-2020-SKU-02878,industrial_machinery,WO-2020-14291,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,190.004,22.8,166.54,466.0,189.81,227.62,0.12,WC-003,200.45,95.91,WC-002,158.03,239,126,125,1,0,1,18.84,31.97,0.5893,99.2692,126,0.8,2,-47.28,2.07,453.5,401.2,0.8847,0.5893,0.9921,0.5172,16.29,31.5,52.3,87.8,1,reduced_speed,average,performance_loss,0.0,0,52.3,0.0,4,113.4,13.1,14.7,no,12.1,12.0,28.2,0.0,0.0,0.0,no,predictive,6.6,6.0,9,8,85.1,trainee,4.1,0.0,no,no,22.6,SUP-007,7308.0,3.94,0.81,0.88,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.2692,97.0799,195.9,1.567,39.0,26.2,,9.0,82.3,2393.96,3638.48,19.8,0.0,4.95,100,5230.0,1050.95,48.6,68.2179
MFG-LINE-PLT-001-01,PLT-001,WC-044,SHF-PLT-001-20201001-3,2020-10-01,3,439.6,PRD-2020-SKU-06118,pharmaceutical,WO-2020-88699,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.775,0.713,20.85,59.58,23.74,24.95,0.03,WC-010,24.53,93.8,WC-002,0.0,1292,1018,1017,1,0,1,151.39,176.47,0.8579,99.99,1018,0.7,1,-21.21,9.92,439.6,403.5,0.9179,0.8579,0.999,0.7867,24.01,30.52,36.1,168.6,1,idling_minor_stops,good,performance_loss,0.0,0,36.1,0.0,3,146.5,12.0,20.2,no,20.2,10.5,0.0,5.4,0.0,0.0,no,corrective,26.8,5.7,16,14,66.4,multi_skilled,11.2,0.0,no,no,19.2,SUP-179,41.0,5.44,1.31,1.49,contamination,labelling,automated_vision,no,no,no,no,99.99,97.0452,1247.9,1.227,308.8,186.9,,8.4,524.1,5652.17,5773.84,27.45,0.0,6.86,300,10830.0,2172.86,55.4,38.712
MFG-LINE-PLT-010-01,PLT-010,WC-021,SHF-PLT-010-20220326-1,2022-03-26,1,424.3,PRD-2022-SKU-06623,industrial_machinery,WO-2022-53634,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,308.187,24.655,262.4,674.36,319.04,348.87,0.08,WC-003,311.85,91.99,WC-004,295.32,90,75,74,1,0,1,11.6,12.87,0.9013,99.9344,75,0.8,2,-16.67,2.62,424.3,387.8,0.914,0.9015,0.9867,0.813,23.96,29.47,36.5,8.2,1,reduced_speed,good,performance_loss,0.0,0,36.5,0.0,3,141.4,12.2,18.9,no,0.0,18.9,11.8,5.8,0.0,0.0,no,corrective,19.7,7.1,5,4,76.3,skilled,1.3,0.0,no,no,49.8,SUP-059,656.0,4.71,1.07,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9344,97.9509,156.2,2.111,42.1,8.9,,8.6,65.6,588.97,971.61,58.77,0.0,14.69,100,3650.0,744.69,33.7,80.6531
MFG-LINE-PLT-003-03,PLT-003,WC-023,SHF-PLT-003-20240709-1,2024-07-09,1,438.4,PRD-2024-SKU-09820,electronics_pcb,WO-2024-27522,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.962,0.598,11.34,35.05,11.93,12.95,0.05,WC-001,12.14,92.23,WC-002,0.0,2738,1520,1519,1,0,1,300.93,375.0,0.8025,99.9417,1520,1.3,4,-44.49,41.58,438.4,345.1,0.7872,0.7047,0.9993,0.5543,16.88,30.45,93.3,637.0,1,idling_minor_stops,average,performance_loss,42.1,3,93.3,0.0,8,54.8,11.7,26.1,no,0.0,26.1,47.6,8.0,11.6,0.0,no,preventive,16.8,6.9,6,5,73.4,semi_skilled,9.2,0.1,no,no,23.1,SUP-135,583.0,4.75,1.08,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9417,98.754,691.1,0.455,126.2,59.3,,8.9,290.3,950.42,1305.21,23.85,0.0,5.96,150,13995.0,2804.96,74.8,25.3506
MFG-LINE-PLT-009-02,PLT-009,WC-002,SHF-PLT-009-20221130-1,2022-11-30,1,427.7,PRD-2022-SKU-01161,automotive_body,WO-2022-87023,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,42.917,2.146,36.71,66.37,43.42,46.46,0.05,WC-002,44.28,93.79,WC-003,0.0,777,459,458,1,0,1,83.72,109.09,0.7674,99.9609,459,3.0,8,-40.93,64.25,427.7,362.5,0.8476,0.6964,0.9978,0.5889,17.49,29.7,65.2,200.1,1,reduced_speed,average,performance_loss,33.6,1,65.2,0.0,2,213.9,32.6,51.5,yes,51.5,0.0,13.7,0.0,0.0,0.0,no,corrective,14.2,6.2,2,1,81.9,semi_skilled,4.1,0.0,no,no,69.6,SUP-187,391.0,4.86,1.12,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9609,99.7961,662.7,1.447,136.8,98.5,13.3,8.8,278.3,406.22,440.81,51.61,0.0,12.9,200,13040.0,2620.9,35.0,53.5721
MFG-LINE-PLT-008-01,PLT-008,WC-016,SHF-PLT-008-20200518-2,2020-05-18,2,449.7,PRD-2020-SKU-06909,medical_devices,WO-2020-29967,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,133.066,15.968,113.85,319.79,136.52,159.41,0.12,WC-003,135.49,92.56,WC-001,101.46,236,124,123,1,0,1,26.87,31.61,0.85,99.9643,124,2.8,8,-47.46,2.05,449.7,389.0,0.865,0.605,0.9919,0.5192,16.22,31.23,60.7,81.0,1,reduced_speed,average,performance_loss,112.1,3,60.7,0.0,4,112.4,15.2,28.5,no,0.0,28.5,0.0,5.7,0.0,26.5,no,preventive,7.3,6.6,10,8,81.2,skilled,13.9,0.0,no,no,35.5,SUP-127,357.0,4.88,1.13,1.14,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9643,98.6567,103.3,0.84,20.0,13.1,,8.6,43.4,3400.97,4842.73,23.44,0.0,5.86,250,15175.0,3040.86,34.5,90.6525
MFG-LINE-PLT-005-04,PLT-005,WC-018,SHF-PLT-005-20220312-2,2022-03-12,2,444.6,PRD-2022-SKU-09303,automotive_body,WO-2022-46472,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,51.241,6.149,45.68,69.33,52.76,61.39,0.12,WC-002,52.6,93.32,WC-001,0.0,572,321,320,1,0,1,70.14,77.25,0.908,99.973,321,2.5,8,-43.88,3.32,444.6,349.1,0.7852,0.7142,0.9969,0.559,17.26,30.87,95.5,128.5,1,reduced_speed,average,performance_loss,74.5,2,95.5,0.0,8,55.6,11.9,21.3,no,10.4,26.3,40.1,18.7,0.0,0.0,no,corrective,15.6,6.3,16,13,74.9,expert,13.8,0.0,no,no,78.0,SUP-005,270.0,4.96,1.15,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.973,99.7793,783.7,2.449,169.1,74.4,15.7,8.0,329.2,5147.61,12674.34,57.97,0.0,14.49,200,19100.0,3834.49,44.5,113.8448
MFG-LINE-PLT-003-05,PLT-003,WC-028,SHF-PLT-003-20220404-1,2022-04-04,1,450.9,PRD-2022-SKU-03976,electronics_pcb,WO-2022-13298,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,62.667,7.52,59.41,179.98,59.35,75.08,0.12,WC-001,71.63,99.9,WC-005,0.0,690,405,404,1,0,1,57.44,92.07,0.6239,99.7542,405,0.3,0,-41.3,6.72,450.9,450.9,1.0,0.5853,0.9975,0.5838,18.28,31.32,0.0,287.0,1,idling_minor_stops,average,performance_loss,27.9,1,0.0,0.0,0,450.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,2.5,6.3,9,8,79.5,trainee,0.4,0.0,no,no,86.6,SUP-056,2458.0,4.31,0.94,0.98,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7542,97.0031,159.6,0.395,28.0,11.0,,9.0,67.0,2181.42,3430.7,6.1,0.0,1.52,150,0.0,1.52,30.2,20.0065
MFG-LINE-PLT-007-01,PLT-007,WC-044,SHF-PLT-007-20241105-2,2024-11-05,2,444.3,PRD-2024-SKU-09191,industrial_machinery,WO-2024-42315,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,204.363,6.131,190.85,288.73,202.93,214.48,0.03,WC-007,209.4,93.15,WC-004,183.2,156,122,121,1,0,1,17.52,21.16,0.828,99.9173,122,3.0,7,-21.79,1.63,444.3,417.8,0.9404,0.8279,0.9918,0.7721,23.82,30.85,26.5,25.4,1,reduced_speed,good,performance_loss,0.0,0,26.5,0.0,2,222.1,13.3,15.5,no,0.0,0.0,11.0,15.5,0.0,0.0,no,predictive,27.1,6.1,12,10,71.7,skilled,10.5,0.0,yes,yes,42.7,SUP-008,827.0,4.65,1.05,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9173,98.3266,265.0,2.19,59.8,20.5,,8.5,111.3,1578.86,2146.1,71.37,0.0,17.84,100,2650.0,547.84,25.3,102.7446
MFG-LINE-PLT-004-03,PLT-004,WC-030,SHF-PLT-004-20210916-1,2021-09-16,1,452.2,PRD-2021-SKU-02825,industrial_machinery,WO-2021-38889,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,175.867,8.793,166.18,440.96,173.79,190.38,0.05,WC-002,177.94,91.98,WC-004,148.78,203,101,100,1,0,1,20.4,27.09,0.753,99.8714,101,0.6,2,-50.25,1.11,452.2,418.0,0.9244,0.5352,0.9901,0.4899,15.38,31.4,34.2,87.7,1,idling_minor_stops,poor,performance_loss,120.9,3,34.2,0.0,1,452.2,34.2,34.2,yes,34.2,0.0,0.0,0.0,0.0,0.0,no,preventive,22.2,4.5,14,12,78.4,semi_skilled,13.1,0.0,no,no,61.1,SUP-121,1286.0,4.51,1.0,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8714,97.3949,205.0,2.05,48.9,29.2,,8.6,86.1,2165.21,5369.28,31.48,0.0,7.87,100,3420.0,691.87,73.6,107.1397
MFG-LINE-PLT-007-01,PLT-007,WC-020,SHF-PLT-007-20201204-2,2020-12-04,2,427.0,PRD-2020-SKU-08646,industrial_machinery,WO-2020-11710,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,188.632,5.659,168.15,488.9,188.39,197.97,0.03,WC-004,191.51,92.3,WC-006,167.47,150,105,104,1,0,1,18.98,21.16,0.897,99.9499,105,1.5,3,-30.0,1.22,427.0,357.6,0.8375,0.8325,0.9905,0.6905,20.47,29.65,69.4,21.1,1,idling_minor_stops,average,performance_loss,25.7,1,69.4,0.0,6,71.2,11.6,22.9,no,0.0,14.2,6.1,20.4,5.8,22.9,no,emergency,27.1,4.8,13,12,63.9,expert,3.4,0.0,yes,no,55.4,SUP-155,501.0,4.79,1.1,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9499,98.7695,298.2,2.867,76.7,17.6,,8.1,125.2,3531.66,5329.35,51.06,0.0,12.77,100,6940.0,1400.77,56.7,136.753
MFG-LINE-PLT-004-03,PLT-004,WC-013,SHF-PLT-004-20220816-2,2022-08-16,2,478.4,PRD-2022-SKU-06582,industrial_machinery,WO-2022-36600,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,147.135,7.357,126.36,305.23,148.88,159.27,0.05,WC-004,155.04,95.79,WC-002,120.04,215,155,154,1,0,1,24.32,27.09,0.8977,99.9216,155,0.3,0,-27.91,0.84,478.4,382.4,0.7993,0.8977,0.9935,0.713,23.69,33.22,96.0,17.7,1,setup_adjustment,good,availability_loss,0.0,0,96.0,0.0,5,95.7,19.2,39.8,yes,66.1,23.2,6.6,0.0,0.0,0.0,no,preventive,22.2,6.9,24,23,90.2,multi_skilled,3.2,0.0,no,no,40.5,SUP-122,784.0,4.66,1.05,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9216,97.9817,617.7,4.011,130.2,37.7,,7.3,259.4,7327.34,6258.44,21.14,0.0,5.29,100,9600.0,1925.29,31.3,109.4966
MFG-LINE-PLT-006-02,PLT-006,WC-041,SHF-PLT-006-20200929-3,2020-09-29,3,464.9,PRD-2020-SKU-06243,food_beverage,WO-2020-68803,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.034,0.964,7.22,13.95,7.58,9.62,0.12,WC-005,9.02,99.9,WC-019,0.0,4218,3233,3227,6,1,5,448.02,545.45,0.8214,99.8212,3234,0.9,2,-23.35,46.27,464.9,445.9,0.9591,0.7976,0.9981,0.7635,24.65,32.28,19.0,820.5,6,reduced_speed,good,performance_loss,12.9,1,19.0,0.0,1,464.9,19.0,19.0,no,19.0,0.0,0.0,0.0,0.0,0.0,no,predictive,15.5,6.6,12,9,90.6,skilled,24.6,0.0,no,no,77.3,SUP-046,1788.0,4.41,0.97,1.07,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8212,99.3512,1455.4,0.451,375.6,96.8,,7.7,611.3,2005.19,2302.99,5.87,5.87,7.34,80,1520.0,317.21,60.2,7.216
MFG-LINE-PLT-008-01,PLT-008,WC-025,SHF-PLT-008-20220106-1,2022-01-06,1,463.5,PRD-2022-SKU-06534,medical_devices,WO-2022-32065,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,125.087,15.01,118.81,292.49,122.97,149.85,0.12,WC-003,134.82,97.98,WC-002,93.48,244,214,213,1,0,1,28.74,31.61,0.9092,99.9863,214,0.0,0,-12.3,6.89,463.5,446.8,0.964,0.9093,0.9953,0.8724,28.08,32.18,16.7,21.3,1,reduced_speed,world_class,performance_loss,0.0,0,16.7,0.0,1,463.5,16.7,16.7,no,16.7,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,7.6,5,4,68.9,skilled,0.3,0.0,no,no,74.0,SUP-158,137.0,5.14,1.21,1.28,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9863,98.319,281.8,1.323,68.8,40.1,,7.8,118.4,865.02,1714.07,14.65,0.0,3.66,250,4175.0,838.66,35.2,26.8272
MFG-LINE-PLT-003-04,PLT-003,WC-009,SHF-PLT-003-20210527-1,2021-05-27,1,440.2,PRD-2021-SKU-09287,electronics_pcb,WO-2021-36461,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.328,1.566,28.96,50.17,31.41,33.91,0.05,WC-003,32.75,95.03,WC-007,0.0,974,793,792,1,0,1,114.82,132.84,0.8643,99.9677,793,2.5,5,-18.58,7.71,440.2,414.4,0.9414,0.8643,0.9987,0.8126,24.84,30.57,25.8,124.5,1,idling_minor_stops,good,performance_loss,0.0,0,25.8,0.0,2,220.1,12.9,22.0,no,0.0,0.0,0.0,0.0,3.8,22.0,no,preventive,11.0,4.6,15,14,63.1,skilled,6.5,0.0,no,no,35.9,SUP-195,323.0,4.91,1.14,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9677,97.1402,887.8,1.121,216.8,53.5,,7.2,372.9,5118.69,10171.29,8.69,0.0,2.17,150,3870.0,776.17,44.6,28.0065
MFG-LINE-PLT-002-04,PLT-002,WC-041,SHF-PLT-002-20210518-1,2021-05-18,1,450.2,PRD-2021-SKU-05148,electronics_pcb,WO-2021-82105,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.327,3.913,16.65,31.11,17.59,24.78,0.213,WC-001,20.13,99.85,WC-005,0.0,1910,1204,1200,4,1,3,196.29,255.32,0.7688,99.7286,1205,0.3,0,-36.96,14.54,450.2,450.2,1.0,0.6285,0.9967,0.6264,19.58,31.26,0.0,711.6,4,idling_minor_stops,average,performance_loss,82.1,3,0.0,0.0,0,450.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,5.7,13,11,94.4,semi_skilled,10.8,0.0,no,no,46.0,SUP-046,2714.0,4.28,0.93,1.05,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7286,97.0711,688.8,0.574,167.4,100.7,,8.6,289.3,3720.52,6366.09,23.46,23.46,17.59,150,0.0,41.05,66.4,31.9437
MFG-LINE-PLT-010-03,PLT-010,WC-036,SHF-PLT-010-20230615-2,2023-06-15,2,470.1,PRD-2023-SKU-05371,industrial_machinery,WO-2023-48741,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,42.671,5.121,39.09,89.4,42.52,51.12,0.12,WC-007,46.67,99.42,WC-006,0.0,809,572,570,2,0,2,84.3,103.45,0.8149,99.8231,572,0.3,0,-29.3,6.06,470.1,418.9,0.8911,0.792,0.9965,0.7033,22.96,32.64,51.2,150.2,2,reduced_speed,good,performance_loss,11.8,1,51.2,0.0,2,235.0,25.6,48.6,yes,48.6,0.0,0.0,0.0,2.6,0.0,no,preventive,29.1,5.1,13,12,66.6,skilled,6.4,1.6,no,no,13.2,SUP-048,1769.0,4.42,0.97,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8231,98.1791,1428.4,2.506,301.4,103.1,,8.3,599.9,2231.8,1850.89,39.91,0.0,19.95,100,5120.0,1043.95,26.5,47.2126
MFG-LINE-PLT-005-06,PLT-005,WC-015,SHF-PLT-005-20201017-2,2020-10-17,2,423.0,PRD-2020-SKU-01713,automotive_body,WO-2020-66397,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,90.354,4.518,78.86,221.25,90.74,97.81,0.05,WC-009,95.18,95.77,WC-005,42.35,338,126,125,1,0,1,39.72,48.0,0.8275,99.978,126,4.9,18,-62.72,1.11,423.0,323.9,0.7657,0.4863,0.9921,0.3694,10.85,29.37,99.1,133.1,1,reduced_speed,poor,performance_loss,133.6,3,99.1,0.0,2,211.5,49.5,59.9,yes,59.9,39.1,0.0,0.0,0.0,0.0,no,corrective,32.1,5.0,19,16,91.1,skilled,13.5,0.0,no,no,60.7,SUP-043,220.0,5.01,1.17,1.19,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.978,99.6567,296.5,2.372,69.7,24.9,5.9,8.1,124.5,6450.25,15510.39,31.06,0.0,7.76,200,19820.0,3971.76,41.3,206.9936
MFG-LINE-PLT-003-03,PLT-003,WC-038,SHF-PLT-003-20210305-1,2021-03-05,1,469.9,PRD-2021-SKU-02428,electronics_pcb,WO-2021-67404,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.447,0.572,10.64,15.1,11.34,12.39,0.05,WC-001,11.38,90.37,WC-003,0.0,2936,1385,1384,1,0,1,314.41,375.0,0.8384,99.9628,1385,1.0,2,-52.83,25.24,469.9,264.3,0.5624,0.8384,0.9993,0.4712,15.38,32.63,205.6,266.9,1,setup_adjustment,poor,availability_loss,0.0,0,205.63710194816056,0.0,6,78.3,26.9,205.63710194816056,yes,125.9,0.0,35.4,0.0,0.0,0.0,no,preventive,16.8,2.2,9,7,85.1,skilled,11.8,0.0,no,no,64.5,SUP-112,372.0,4.87,1.12,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9628,97.8452,1766.0,1.276,442.7,126.5,,6.8,741.7,2176.11,4303.8,13.95,0.0,3.49,150,30845.57,6172.6,36.6,18.6421
MFG-LINE-PLT-005-06,PLT-005,WC-045,SHF-PLT-005-20200625-2,2020-06-25,2,424.1,PRD-2020-SKU-05163,automotive_body,WO-2020-75105,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,101.324,5.066,94.42,224.44,100.31,109.68,0.05,WC-003,109.11,97.89,WC-005,53.32,339,209,208,1,0,1,35.52,48.0,0.74,99.9556,209,4.0,11,-38.35,1.47,424.1,353.0,0.8323,0.7401,0.9952,0.6131,18.06,29.45,71.1,73.4,1,idling_minor_stops,average,performance_loss,0.0,0,71.1,0.0,5,84.8,14.2,22.5,no,52.9,0.0,18.2,0.0,0.0,0.0,no,corrective,32.1,5.4,22,20,65.6,semi_skilled,6.7,0.0,no,yes,14.2,SUP-158,444.0,4.82,1.11,1.18,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9556,99.2747,579.3,2.785,132.9,75.6,11.6,7.8,243.3,6249.16,12735.45,72.5,0.0,18.12,200,14220.0,2862.12,40.4,164.1207
MFG-LINE-PLT-010-02,PLT-010,WC-004,SHF-PLT-010-20220620-1,2022-06-20,1,472.7,PRD-2022-SKU-06235,industrial_machinery,WO-2022-18164,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,293.807,51.416,253.53,485.72,268.63,378.64,0.175,WC-004,300.22,92.89,WC-003,281.43,97,89,88,1,0,1,12.22,12.38,0.9871,99.9858,89,0.5,1,-8.25,0.53,440.7,404.8,0.9522,0.9644,0.9993,0.9177,27.8,30.61,35.9,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,35.9,32.0,2,236.4,18.0,20.0,no,20.0,0.0,0.0,0.0,16.0,0.0,yes,predictive,32.7,8.9,23,21,63.2,expert,4.5,0.0,no,no,83.2,SUP-009,141.9,6.0,1.8,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.9858,97.6918,366.1,4.16,76.7,18.5,,7.2,153.8,7053.25,15747.94,21.74,0.0,5.43,100,3590.0,723.43,47.5,281.0915
MFG-LINE-PLT-003-03,PLT-003,WC-043,SHF-PLT-003-20241213-1,2024-12-13,1,479.1,PRD-2024-SKU-08872,electronics_pcb,WO-2024-17327,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.902,0.545,9.66,18.5,10.9,11.8,0.05,WC-002,10.84,90.38,WC-001,0.0,2992,1994,1992,2,0,2,330.15,375.0,0.8804,99.9415,1994,0.5,1,-33.36,13.86,479.1,362.4,0.7564,0.8804,0.999,0.6653,22.13,33.27,116.7,270.9,2,setup_adjustment,average,availability_loss,0.0,0,116.7,0.0,6,79.8,19.5,40.5,yes,40.5,62.2,6.8,0.0,7.2,0.0,no,preventive,16.8,4.8,20,18,81.0,skilled,9.3,0.0,no,yes,39.2,SUP-113,585.0,4.75,1.08,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9415,98.0995,1665.3,0.836,316.6,233.3,,7.9,699.4,8462.83,17881.12,6.38,0.0,3.19,150,17505.0,3504.19,48.4,19.6113
MFG-LINE-PLT-008-02,PLT-008,WC-012,SHF-PLT-008-20220625-3,2022-06-25,3,436.2,PRD-2022-SKU-03317,medical_devices,WO-2022-45776,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,55.804,4.464,49.35,107.52,59.07,63.17,0.08,WC-006,56.94,92.76,WC-003,0.0,676,469,468,1,0,1,64.51,93.02,0.6935,99.9655,469,1.7,6,-30.62,64.37,411.3,411.3,1.0,0.7354,0.9979,0.7339,20.96,28.56,0.0,168.7,1,reduced_speed,good,performance_loss,0.0,0,0.0,24.9,0,436.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,8.4,5.5,1,1,65.9,semi_skilled,11.7,0.0,no,no,69.4,SUP-183,345.0,4.89,1.13,1.18,contamination,functional_failure,automated_vision,no,no,no,no,99.9655,98.3615,591.6,1.264,152.5,80.1,,7.9,248.5,138.99,340.61,19.24,0.0,4.81,250,0.0,4.81,43.6,20.3059
MFG-LINE-PLT-004-05,PLT-004,WC-044,SHF-PLT-004-20230720-1,2023-07-20,1,446.5,PRD-2023-SKU-02172,industrial_machinery,WO-2023-01359,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,175.496,8.775,156.87,282.2,173.89,189.97,0.05,WC-007,182.53,94.55,WC-004,151.71,176,139,138,1,0,1,20.41,23.79,0.8579,99.9344,139,1.0,3,-21.02,0.84,446.5,422.2,0.9456,0.8303,0.9928,0.7795,24.17,31.0,24.3,28.4,1,idling_minor_stops,good,performance_loss,13.6,1,24.3,0.0,3,148.8,8.1,9.0,no,0.0,0.0,0.0,24.3,0.0,0.0,no,corrective,3.8,5.7,24,22,71.5,skilled,5.5,0.0,no,no,66.9,SUP-135,656.0,4.71,1.07,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9344,99.3129,553.7,4.012,107.3,73.2,,7.3,232.6,7749.15,17590.26,59.63,0.0,14.91,100,2430.0,500.91,26.1,243.681
MFG-LINE-PLT-004-07,PLT-004,WC-019,SHF-PLT-004-20241122-3,2024-11-22,3,480.0,PRD-2024-SKU-08455,industrial_machinery,WO-2024-03802,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,251.541,12.577,214.97,368.02,246.33,272.29,0.05,WC-001,255.53,92.35,WC-005,233.49,144,91,90,1,0,1,14.23,18.05,0.7884,99.9034,91,1.5,5,-36.81,0.59,480.0,383.8,0.7996,0.788,0.989,0.6231,20.77,33.33,96.2,24.5,1,reduced_speed,average,performance_loss,0.0,0,96.2,0.0,3,160.0,32.1,56.6,yes,32.4,0.0,0.0,7.2,0.0,56.6,no,preventive,22.9,6.3,22,19,73.5,skilled,10.4,1.4,no,no,50.6,SUP-135,966.0,4.6,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9034,97.2708,166.9,1.854,38.1,18.0,,8.8,70.1,7213.83,8655.15,34.21,0.0,8.55,100,9620.0,1932.55,33.9,210.9121
MFG-LINE-PLT-004-07,PLT-004,WC-049,SHF-PLT-004-20210113-1,2021-01-13,1,444.3,PRD-2021-SKU-09987,industrial_machinery,WO-2021-72031,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,213.435,10.672,188.46,625.28,209.27,231.04,0.05,WC-003,219.59,93.53,WC-004,195.38,133,67,66,1,0,1,16.85,18.05,0.9335,99.9349,67,0.3,0,-49.62,0.59,444.3,313.2,0.7049,0.711,0.9851,0.4937,15.23,30.85,131.1,27.2,1,setup_adjustment,poor,availability_loss,74.6,2,131.1,0.0,8,55.5,16.4,40.2,yes,80.1,17.7,20.5,12.9,0.0,0.0,no,preventive,22.9,5.8,16,15,93.2,expert,0.4,0.0,no,no,12.2,SUP-118,651.0,4.72,1.07,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9349,97.5558,203.3,3.081,40.0,23.4,,7.9,85.4,3030.26,7138.46,44.67,0.0,11.17,100,13110.0,2633.17,45.2,199.4183
MFG-LINE-PLT-007-02,PLT-007,WC-015,SHF-PLT-007-20221128-2,2022-11-28,2,429.2,PRD-2022-SKU-04074,industrial_machinery,WO-2022-95750,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,272.462,32.695,249.07,770.85,278.08,326.41,0.12,WC-001,289.88,96.72,WC-002,256.92,110,55,54,1,0,1,13.09,15.54,0.8423,99.8253,55,3.2,8,-50.0,1.89,429.2,381.7,0.8893,0.5562,0.9818,0.4857,14.48,29.8,47.5,43.9,1,idling_minor_stops,poor,performance_loss,129.6,3,47.5,0.0,4,107.3,11.9,19.2,no,9.0,0.0,0.0,0.0,19.4,19.2,no,preventive,32.8,6.2,5,4,89.6,skilled,5.0,0.0,yes,yes,80.4,SUP-036,1747.0,4.42,0.97,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8253,99.0728,158.8,2.941,38.6,15.9,,8.0,66.7,940.0,1713.46,62.31,0.0,15.58,100,4750.0,965.58,39.8,112.602
MFG-LINE-PLT-004-06,PLT-004,WC-044,SHF-PLT-004-20210518-2,2021-05-18,2,474.5,PRD-2021-SKU-07746,industrial_machinery,WO-2021-00950,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,148.054,17.767,133.58,370.19,144.01,177.37,0.12,WC-002,156.67,96.2,WC-001,116.08,252,142,141,1,0,1,24.31,31.97,0.7604,99.7242,142,2.1,6,-43.65,0.99,474.5,424.2,0.894,0.6282,0.993,0.5577,18.38,32.95,50.3,84.0,1,idling_minor_stops,average,performance_loss,73.7,2,50.3,0.0,3,158.2,16.8,24.4,no,50.3,0.0,0.0,0.0,0.0,0.0,no,corrective,6.6,6.5,20,18,93.9,semi_skilled,7.0,0.0,no,no,31.7,SUP-199,2758.0,4.28,0.93,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7242,98.3232,439.8,3.119,75.3,59.8,,7.9,184.7,4513.88,8759.84,32.2,0.0,8.05,100,5030.0,1014.05,43.1,126.5682
MFG-LINE-PLT-004-01,PLT-004,WC-042,SHF-PLT-004-20240912-2,2024-09-12,2,454.9,PRD-2024-SKU-03218,industrial_machinery,WO-2024-00915,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,253.456,12.673,231.39,539.62,248.5,274.37,0.05,WC-007,261.16,93.67,WC-010,236.27,130,73,72,1,0,1,14.16,17.19,0.8237,99.8862,73,2.6,5,-43.85,1.06,454.9,309.3,0.68,0.8236,0.9863,0.5523,17.45,31.59,145.6,15.6,1,setup_adjustment,average,availability_loss,0.0,0,145.6,0.0,5,91.0,29.1,46.4,yes,46.4,70.3,28.8,0.0,0.0,0.0,no,preventive,28.6,4.8,11,9,92.4,skilled,12.3,1.3,yes,no,48.6,SUP-092,1138.0,4.55,1.02,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8862,98.1713,272.3,3.782,49.3,31.1,,7.5,114.4,3669.06,3346.95,32.13,0.0,8.03,100,14560.0,2920.03,67.0,130.0208
MFG-LINE-PLT-010-02,PLT-010,WC-049,SHF-PLT-010-20241225-3,2024-12-25,3,436.9,PRD-2024-SKU-07295,industrial_machinery,WO-2024-43818,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,373.615,70.613,338.39,542.19,382.44,490.13,0.189,WC-005,440.92,99.9,WC-003,361.24,89,69,68,1,0,1,9.63,12.38,0.7779,99.5481,69,1.2,4,-22.47,1.56,436.9,429.8,0.9837,0.7784,0.9855,0.7547,22.9,30.34,7.1,19.6,1,reduced_speed,good,performance_loss,0.0,0,7.1,0.0,1,436.9,7.1,7.1,no,0.0,0.0,7.1,0.0,0.0,0.0,no,corrective,32.7,5.3,8,6,67.5,skilled,17.4,0.0,no,yes,16.8,SUP-014,4519.0,4.11,0.87,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5481,98.2669,305.0,4.486,71.8,27.0,,7.0,128.1,1331.18,2815.19,22.18,0.0,5.54,100,710.0,147.54,50.2,83.4822
MFG-LINE-PLT-004-05,PLT-004,WC-002,SHF-PLT-004-20240214-2,2024-02-14,2,421.9,PRD-2024-SKU-04248,industrial_machinery,WO-2024-63581,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,256.666,12.833,225.43,503.87,248.37,277.84,0.05,WC-008,264.71,93.76,WC-005,232.88,166,64,63,1,0,1,13.88,23.79,0.5834,99.5723,64,2.1,5,-61.45,1.49,421.9,382.5,0.9066,0.4219,0.9844,0.3766,11.03,29.3,39.4,87.7,1,idling_minor_stops,poor,performance_loss,105.8,4,39.4,0.0,2,210.9,19.7,30.5,yes,0.0,0.0,30.5,0.0,9.0,0.0,no,emergency,3.8,7.4,7,6,82.7,trainee,9.1,0.0,no,no,55.7,SUP-156,4277.0,4.13,0.88,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5723,98.0035,161.1,2.557,32.6,20.9,,8.3,67.7,1689.49,3529.21,99.15,0.0,24.79,100,3940.0,812.79,49.0,183.5603
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20201216-1,2020-12-16,1,440.6,PRD-2020-SKU-06402,electronics_pcb,WO-2020-98427,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.744,1.737,32.88,74.89,34.75,37.61,0.05,WC-002,36.23,94.8,WC-001,0.0,975,723,722,1,0,1,103.59,132.84,0.7798,99.9399,723,0.8,1,-25.85,98.31,440.6,440.6,1.0,0.7411,0.9986,0.7401,22.65,30.6,0.0,252.6,1,idling_minor_stops,good,performance_loss,21.9,1,0.0,0.0,0,440.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,11.0,7.3,1,1,81.2,semi_skilled,2.4,0.0,no,no,15.0,SUP-009,601.0,4.74,1.08,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9399,98.956,730.7,1.012,137.2,50.0,,7.5,306.9,406.08,395.0,21.27,0.0,5.32,150,0.0,5.32,67.9,22.409
MFG-LINE-PLT-005-04,PLT-005,WC-014,SHF-PLT-005-20210527-2,2021-05-27,2,463.6,PRD-2021-SKU-04326,automotive_body,WO-2021-98102,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,55.246,6.629,50.18,70.15,59.16,66.18,0.12,WC-001,59.41,97.77,WC-003,0.0,596,402,401,1,0,1,65.01,77.25,0.8416,99.9417,402,4.1,15,-32.55,3.99,463.6,390.3,0.8419,0.7999,0.9975,0.6718,21.63,32.2,73.3,100.6,1,idling_minor_stops,average,performance_loss,19.3,1,73.3,0.0,4,115.9,18.3,46.1,yes,46.1,0.0,9.0,8.0,10.2,0.0,no,corrective,15.6,7.1,14,13,92.8,skilled,3.9,0.0,no,no,29.1,SUP-018,583.0,4.75,1.08,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9417,98.2889,1231.5,3.071,255.9,156.2,24.6,7.5,517.2,4197.87,6099.53,39.47,0.0,9.87,200,14660.0,2941.87,25.1,65.2477
MFG-LINE-PLT-005-06,PLT-005,WC-021,SHF-PLT-005-20240212-3,2024-02-12,3,457.4,PRD-2024-SKU-06200,automotive_body,WO-2024-73448,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,96.013,4.801,81.69,208.82,95.13,103.93,0.05,WC-001,100.58,95.24,WC-009,48.01,365,201,200,1,0,1,37.42,48.0,0.7796,99.9782,201,2.7,10,-44.93,3.28,431.8,334.8,0.7754,0.7504,0.995,0.5789,17.36,29.99,97.0,66.9,1,idling_minor_stops,average,performance_loss,38.1,2,97.0,25.6,4,114.4,24.2,63.0,yes,85.8,0.0,11.2,0.0,0.0,0.0,yes,preventive,32.1,5.5,9,8,69.4,skilled,3.0,0.0,no,no,56.4,SUP-168,218.0,5.02,1.17,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9782,99.4877,637.0,3.185,158.8,49.4,12.7,7.5,267.5,3943.76,3572.92,44.88,0.0,11.22,200,19400.0,3891.22,49.4,82.6878
MFG-LINE-PLT-010-03,PLT-010,WC-042,SHF-PLT-010-20241123-1,2024-11-23,1,470.5,PRD-2024-SKU-08549,industrial_machinery,WO-2024-50370,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,56.385,6.766,49.52,125.53,58.65,67.55,0.12,WC-003,58.64,94.54,WC-002,0.0,808,435,433,2,1,1,63.74,103.45,0.6161,99.6859,436,0.1,0,-46.16,55.22,470.5,443.2,0.942,0.5693,0.9954,0.5338,17.44,32.67,27.3,329.1,2,idling_minor_stops,average,performance_loss,33.7,3,27.3,0.0,1,470.5,27.3,27.3,no,0.0,27.3,0.0,0.0,0.0,0.0,no,preventive,29.1,5.4,2,1,74.5,trainee,1.2,1.1,no,yes,48.5,SUP-173,3141.0,4.23,0.91,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6859,98.1907,2031.2,4.691,465.9,176.0,,6.9,853.1,483.42,1083.25,79.56,79.56,19.89,100,2730.0,645.45,54.6,83.5457
MFG-LINE-PLT-004-04,PLT-004,WC-047,SHF-PLT-004-20241221-1,2024-12-21,1,432.6,PRD-2024-SKU-06475,industrial_machinery,WO-2024-55540,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,329.647,62.303,290.65,695.53,361.01,432.45,0.189,WC-002,372.54,99.9,WC-001,317.22,89,52,51,1,0,1,10.86,12.43,0.8737,99.6847,52,0.7,2,-41.57,0.59,432.6,415.7,0.9609,0.604,0.9808,0.5693,17.1,30.04,16.9,34.1,1,reduced_speed,average,performance_loss,128.3,3,16.9,0.0,1,432.6,16.9,16.9,no,16.9,0.0,0.0,0.0,0.0,0.0,no,emergency,24.6,6.8,13,12,89.9,skilled,4.4,0.0,no,no,75.5,SUP-114,3153.0,4.23,0.91,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6847,98.5426,102.8,2.016,28.0,10.8,,8.7,43.2,3194.24,7771.88,30.1,0.0,7.53,100,1690.0,345.53,64.4,245.7122
MFG-LINE-PLT-006-02,PLT-006,WC-041,SHF-PLT-006-20221104-1,2022-11-04,1,420.7,PRD-2022-SKU-02579,food_beverage,WO-2022-32597,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,6.856,0.823,5.85,11.47,6.96,8.21,0.12,WC-017,7.49,99.29,WC-013,0.0,3822,2674,2672,2,0,2,525.01,545.45,0.9625,99.939,2674,0.4,1,-30.04,29.31,420.7,305.6,0.7264,0.9625,0.9993,0.6987,20.41,29.21,115.1,104.2,2,equipment_failure,average,availability_loss,0.0,0,115.1,0.0,4,105.2,28.8,45.4,yes,115.1,0.0,0.0,0.0,0.0,0.0,no,corrective,15.5,5.9,14,13,80.8,expert,3.5,0.0,no,no,26.1,SUP-114,610.0,4.73,1.08,1.2,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.939,96.9451,507.7,0.19,101.1,60.2,,9.1,213.2,2159.36,5268.53,6.53,0.0,3.27,80,9208.0,1844.87,50.4,9.3148
MFG-LINE-PLT-009-02,PLT-009,WC-030,SHF-PLT-009-20210828-1,2021-08-28,1,448.3,PRD-2021-SKU-05421,automotive_body,WO-2021-29245,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.555,2.078,37.81,83.27,40.73,44.98,0.05,WC-002,42.93,93.91,WC-001,0.0,814,647,646,1,0,1,86.6,109.09,0.7938,99.9851,647,1.4,3,-20.52,86.46,448.3,448.3,1.0,0.7938,0.9985,0.7926,24.67,31.13,0.0,168.1,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,448.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,14.2,7.3,2,1,75.3,semi_skilled,1.1,0.8,no,no,34.4,SUP-151,149.0,5.12,1.21,1.38,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9851,99.0706,1279.1,1.98,305.8,68.7,25.6,8.4,537.2,396.43,523.39,43.01,0.0,10.75,200,0.0,10.75,49.0,44.5004
MFG-LINE-PLT-010-03,PLT-010,WC-016,SHF-PLT-010-20220306-1,2022-03-06,1,427.3,PRD-2022-SKU-05828,industrial_machinery,WO-2022-24136,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.07,4.808,37.42,51.37,39.05,48.0,0.12,WC-002,43.43,98.53,WC-001,0.0,735,577,575,2,1,1,89.7,103.45,0.8671,99.7915,578,0.6,1,-21.5,8.07,427.3,398.7,0.9331,0.8394,0.9965,0.7805,23.16,29.67,28.6,110.4,2,reduced_speed,good,performance_loss,12.7,1,28.6,0.0,3,142.4,9.5,16.6,no,0.0,21.9,0.0,6.8,0.0,0.0,no,corrective,29.1,5.1,12,10,76.3,skilled,10.9,1.8,no,no,30.7,SUP-022,2085.0,4.37,0.96,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7915,98.1441,1666.9,2.899,453.2,145.1,,8.1,700.1,3260.56,6927.0,23.42,23.42,5.86,100,2860.0,601.28,35.8,41.219
MFG-LINE-PLT-005-06,PLT-005,WC-005,SHF-PLT-005-20240717-1,2024-07-17,1,470.7,PRD-2024-SKU-07114,automotive_body,WO-2024-64926,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,83.972,4.199,75.79,211.87,83.66,90.9,0.05,WC-007,87.09,94.29,WC-009,35.97,376,252,251,1,0,1,42.78,48.0,0.8912,99.9205,252,1.3,3,-32.98,2.46,470.7,353.5,0.751,0.8912,0.996,0.6666,21.79,32.69,117.2,30.8,1,equipment_failure,average,availability_loss,0.0,0,117.2,0.0,6,78.4,19.5,35.6,yes,0.0,43.7,37.9,35.6,0.0,0.0,no,corrective,32.1,6.1,14,13,91.0,skilled,6.8,0.0,no,yes,18.7,SUP-101,795.0,4.66,1.05,1.09,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9205,98.0497,417.7,1.664,73.0,56.2,8.4,8.7,175.4,5098.15,10085.75,30.27,0.0,7.57,200,23440.0,4695.57,34.3,90.8842
MFG-LINE-PLT-004-01,PLT-004,WC-014,SHF-PLT-004-20200410-1,2020-04-10,1,440.6,PRD-2020-SKU-05747,industrial_machinery,WO-2020-20532,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,239.39,11.969,213.97,521.4,238.06,259.14,0.05,WC-004,245.8,93.34,WC-003,222.2,126,77,76,1,0,1,14.96,17.19,0.8703,99.956,77,3.8,8,-38.89,0.65,440.6,308.7,0.7007,0.8704,0.987,0.6019,18.42,30.6,131.9,11.5,1,setup_adjustment,average,availability_loss,0.0,0,131.9,0.0,8,55.1,16.5,31.6,yes,0.0,16.1,0.0,7.1,9.2,99.5,no,preventive,28.6,4.5,18,16,78.0,skilled,11.1,0.0,no,no,74.2,SUP-124,440.0,4.83,1.11,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.956,99.7162,249.4,3.281,59.3,21.6,,7.8,104.7,5717.43,9786.1,48.92,0.0,12.23,100,13190.0,2650.23,68.3,253.5575
MFG-LINE-PLT-010-04,PLT-010,WC-042,SHF-PLT-010-20230915-3,2023-09-15,3,427.6,PRD-2023-SKU-07625,industrial_machinery,WO-2023-69356,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,312.14,37.457,293.52,917.41,318.48,373.94,0.12,WC-004,342.22,99.67,WC-003,298.52,96,60,59,1,0,1,11.42,13.62,0.8385,99.9206,60,0.6,2,-37.5,0.55,427.6,351.3,0.8216,0.7523,0.9833,0.6078,18.05,29.7,76.3,19.8,1,idling_minor_stops,average,performance_loss,36.1,1,76.3,0.0,4,106.9,19.1,36.3,yes,0.0,36.3,0.0,28.8,11.3,0.0,no,preventive,14.7,5.8,17,15,75.6,expert,7.6,0.0,no,no,69.3,SUP-008,794.0,4.66,1.05,1.16,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9206,97.4942,190.2,3.224,49.8,16.4,,7.9,79.9,6711.27,14080.08,85.96,0.0,21.49,100,7630.0,1547.49,64.7,439.8127
MFG-LINE-PLT-004-01,PLT-004,WC-027,SHF-PLT-004-20241118-1,2024-11-18,1,453.9,PRD-2024-SKU-06551,industrial_machinery,WO-2024-14455,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,237.373,11.869,224.25,540.49,240.54,256.96,0.05,WC-007,246.12,94.26,WC-006,220.18,129,95,94,1,0,1,15.1,17.19,0.8784,99.9459,95,4.8,17,-26.36,0.65,453.9,377.4,0.8315,0.8785,0.9895,0.7228,22.78,31.52,76.5,13.1,1,equipment_failure,good,availability_loss,0.0,0,76.5,0.0,4,113.5,19.1,28.5,no,68.2,0.0,0.0,0.0,0.0,8.3,no,preventive,28.6,5.2,20,19,72.4,skilled,4.3,0.0,no,no,55.3,SUP-100,541.0,4.77,1.09,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9459,99.7501,395.8,4.211,94.2,48.6,,7.2,166.2,7847.62,19483.49,13.77,0.0,3.44,100,7650.0,1533.44,28.2,304.673
MFG-LINE-PLT-002-01,PLT-002,WC-027,SHF-PLT-002-20230221-2,2023-02-21,2,435.3,PRD-2023-SKU-02089,electronics_pcb,WO-2023-56255,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,52.822,2.641,49.46,158.03,53.53,57.18,0.05,WC-001,52.97,91.16,WC-002,0.0,680,407,403,4,2,2,68.13,94.49,0.721,99.2077,409,1.5,3,-40.15,4.63,435.3,358.4,0.8234,0.7211,0.9902,0.5878,17.77,30.23,76.9,157.4,4,idling_minor_stops,average,performance_loss,0.0,0,76.9,0.0,6,72.6,12.8,20.1,no,32.0,0.0,0.0,9.2,9.7,25.9,no,corrective,26.7,4.9,13,12,73.7,semi_skilled,5.4,0.0,no,no,60.7,SUP-082,7923.0,3.91,0.8,0.91,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.2077,98.8194,469.9,1.166,117.2,30.6,,7.1,197.4,3112.59,2613.61,17.56,35.12,8.78,150,11535.0,2350.9,37.6,31.9432
MFG-LINE-PLT-009-01,PLT-009,WC-023,SHF-PLT-009-20230430-2,2023-04-30,2,437.6,PRD-2023-SKU-02928,automotive_body,WO-2023-91191,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,108.337,13.0,96.66,204.24,108.89,129.79,0.12,WC-007,123.35,99.9,WC-009,51.02,417,204,203,1,0,1,33.14,57.32,0.5782,99.8233,204,1.8,4,-51.08,9.28,437.6,402.2,0.9191,0.5309,0.9951,0.4855,14.75,30.39,35.4,180.3,1,idling_minor_stops,poor,performance_loss,32.9,1,35.4,0.0,3,145.9,11.8,14.0,no,9.5,0.0,12.0,14.0,0.0,0.0,no,corrective,28.2,5.5,4,3,87.3,trainee,8.6,0.0,no,no,68.0,SUP-115,1767.0,4.42,0.97,1.09,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8233,98.3032,684.3,3.371,156.4,44.0,13.7,7.3,287.4,780.91,701.96,21.64,0.0,5.41,200,7080.0,1421.41,50.2,29.0514
MFG-LINE-PLT-004-01,PLT-004,WC-041,SHF-PLT-004-20201016-2,2020-10-16,2,427.8,PRD-2020-SKU-09462,industrial_machinery,WO-2020-94869,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,246.849,12.342,219.85,731.15,247.54,267.21,0.05,WC-007,257.98,95.01,WC-009,229.66,121,72,71,1,0,1,14.54,17.19,0.8458,99.5087,72,0.1,0,-40.5,1.24,427.8,297.1,0.6945,0.8457,0.9861,0.5792,17.21,29.71,130.7,13.1,1,setup_adjustment,average,availability_loss,0.0,0,130.7,0.0,6,71.3,21.8,46.0,yes,71.9,18.0,40.9,0.0,0.0,0.0,no,preventive,28.6,5.6,9,8,60.7,skilled,6.2,0.0,no,no,12.7,SUP-194,4913.0,4.08,0.86,0.93,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5087,97.5379,102.5,1.443,19.5,11.8,,9.0,43.0,1134.02,1660.27,23.08,0.0,5.77,100,13070.0,2619.77,37.2,62.7613
MFG-LINE-PLT-002-01,PLT-002,WC-040,SHF-PLT-002-20230726-2,2023-07-26,2,425.8,PRD-2023-SKU-07824,electronics_pcb,WO-2023-57247,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.154,2.158,37.09,81.58,42.28,46.71,0.05,WC-002,41.72,87.89,WC-001,0.0,670,486,485,1,0,1,83.37,94.49,0.8823,99.9583,486,1.0,2,-27.46,9.76,425.8,366.1,0.8598,0.8431,0.9979,0.7234,21.39,29.57,59.7,90.4,1,idling_minor_stops,good,performance_loss,16.3,1,59.7,0.0,3,141.9,19.9,34.8,yes,34.8,19.6,0.0,5.3,0.0,0.0,no,preventive,26.7,6.3,8,7,75.8,multi_skilled,3.1,0.0,no,no,54.9,SUP-125,417.0,4.84,1.11,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9583,98.9694,441.8,0.911,110.4,54.8,,7.7,185.6,1731.43,2944.37,31.4,0.0,7.85,150,8955.0,1798.85,42.7,41.1056
MFG-LINE-PLT-003-05,PLT-003,WC-024,SHF-PLT-003-20210128-1,2021-01-28,1,430.8,PRD-2021-SKU-07766,electronics_pcb,WO-2021-76471,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.62,5.234,40.6,96.03,44.58,52.26,0.12,WC-004,45.99,95.85,WC-005,0.0,660,532,531,1,0,1,82.44,92.07,0.8954,99.9436,532,0.0,0,-19.39,24.65,430.8,397.3,0.9222,0.8725,0.9981,0.8032,24.03,29.92,33.5,77.7,1,reduced_speed,good,performance_loss,10.2,1,33.5,0.0,1,430.8,33.5,33.5,yes,33.5,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.7,4,3,71.0,skilled,5.3,0.0,no,no,68.5,SUP-042,564.0,4.76,1.09,1.18,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9436,97.9936,566.6,1.067,155.4,70.2,,7.3,238.0,488.07,435.72,7.02,0.0,1.75,150,5025.0,1006.75,27.4,8.7729
MFG-LINE-PLT-008-02,PLT-008,WC-048,SHF-PLT-008-20210209-2,2021-02-09,2,423.1,PRD-2021-SKU-02953,medical_devices,WO-2021-17077,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,47.084,3.767,43.67,118.56,47.6,53.3,0.08,WC-004,49.11,94.83,WC-003,0.0,655,453,452,1,0,1,76.38,93.02,0.8211,99.99,453,0.2,0,-30.84,9.16,391.0,373.5,0.9552,0.7823,0.9978,0.7456,20.25,27.15,17.5,126.1,1,reduced_speed,good,performance_loss,49.7,2,17.5,32.1,1,423.1,17.5,17.5,no,0.0,0.0,17.5,0.0,0.0,0.0,yes,preventive,8.4,5.6,8,7,92.3,skilled,11.4,0.3,no,no,85.9,SUP-068,74.0,5.29,1.26,1.36,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.0475,446.6,0.988,87.7,27.6,,8.4,187.6,1549.06,3860.23,7.92,0.0,1.98,250,4375.0,876.98,52.7,19.905
MFG-LINE-PLT-010-04,PLT-010,WC-041,SHF-PLT-010-20211221-1,2021-12-21,1,424.9,PRD-2021-SKU-07027,industrial_machinery,WO-2021-17086,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,436.754,52.41,374.66,695.89,410.07,523.23,0.12,WC-008,461.94,96.15,WC-005,423.13,96,47,46,1,0,1,8.15,13.62,0.5984,99.6132,47,2.8,8,-51.04,0.43,424.9,366.2,0.8618,0.5654,0.9787,0.4769,14.07,29.51,58.7,36.1,1,idling_minor_stops,poor,performance_loss,20.3,1,58.7,0.0,3,141.6,19.6,35.4,yes,47.6,0.0,0.0,11.1,0.0,0.0,no,preventive,14.7,5.8,16,15,77.7,trainee,3.8,0.0,no,no,38.3,SUP-030,3868.0,4.16,0.89,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6132,98.7514,107.9,2.345,25.5,12.4,,8.4,45.3,2865.01,6883.9,60.16,0.0,15.04,100,5870.0,1189.04,42.6,273.4007
MFG-LINE-PLT-003-01,PLT-003,WC-016,SHF-PLT-003-20221220-2,2022-12-20,2,432.1,PRD-2022-SKU-02513,electronics_pcb,WO-2022-36401,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.883,1.144,20.41,55.27,23.03,24.77,0.05,WC-011,24.87,98.81,WC-010,0.0,1264,1080,1079,1,0,1,157.21,175.61,0.8952,99.9667,1080,0.1,0,-14.56,149.83,432.1,412.2,0.9539,0.8952,0.9991,0.8532,25.6,30.01,19.9,126.4,1,reduced_speed,world_class,performance_loss,0.0,0,19.9,0.0,1,432.1,19.9,19.9,no,0.0,19.9,0.0,0.0,0.0,0.0,no,preventive,24.0,6.4,1,1,85.6,expert,10.6,0.0,no,yes,79.4,SUP-002,333.0,4.9,1.13,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9667,98.0094,1316.4,1.22,260.7,106.4,,7.0,552.9,320.34,592.41,8.2,0.0,2.05,150,2985.0,599.05,44.9,9.0535
MFG-LINE-PLT-005-05,PLT-005,WC-020,SHF-PLT-005-20200904-3,2020-09-04,3,441.2,PRD-2020-SKU-01642,automotive_body,WO-2020-86110,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.429,2.113,65.11,145.66,70.82,73.92,0.03,WC-001,70.12,90.52,WC-003,11.41,433,310,309,1,0,1,50.99,59.02,0.8639,99.99,310,0.6,2,-28.41,4.67,441.2,437.0,0.9905,0.7212,0.9968,0.7121,21.82,30.64,4.2,119.8,1,reduced_speed,good,performance_loss,72.2,2,4.2,0.0,1,441.2,4.2,4.2,no,0.0,0.0,0.0,0.0,4.2,0.0,no,preventive,23.7,5.5,12,9,80.8,expert,21.9,0.0,no,no,33.2,SUP-022,84.0,5.26,1.25,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.9768,582.5,1.885,114.7,69.6,11.7,8.5,244.6,2120.55,3717.04,43.55,0.0,10.89,200,840.0,178.89,49.1,62.5828
MFG-LINE-PLT-005-06,PLT-005,WC-044,SHF-PLT-005-20220708-3,2022-07-08,3,458.1,PRD-2022-SKU-01445,automotive_body,WO-2022-38353,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,95.634,4.782,87.53,220.36,97.09,103.52,0.05,WC-001,100.65,95.68,WC-005,47.63,366,144,143,1,0,1,37.43,48.0,0.7798,99.9858,144,0.2,0,-60.66,1.44,458.1,266.8,0.5824,0.6748,0.9931,0.3902,12.41,31.81,191.3,69.4,1,setup_adjustment,poor,availability_loss,35.9,1,191.3,0.0,10,45.8,19.1,50.7,yes,74.9,25.0,9.6,0.0,12.7,69.2,no,preventive,32.1,4.8,14,13,70.5,skilled,2.3,0.0,no,no,69.3,SUP-106,142.0,5.13,1.21,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9858,98.5023,316.0,2.21,70.6,27.0,6.3,8.2,132.7,1889.07,3670.57,37.86,0.0,9.46,200,38260.0,7661.46,68.9,77.0034
MFG-LINE-PLT-010-02,PLT-010,WC-011,SHF-PLT-010-20221229-1,2022-12-29,1,456.3,PRD-2022-SKU-08612,industrial_machinery,WO-2022-74404,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,466.097,126.429,437.77,1335.12,427.81,674.7,0.271,WC-004,618.49,99.9,WC-002,453.72,93,31,30,1,0,1,7.66,12.38,0.6187,99.4384,31,1.9,6,-66.67,0.21,456.3,362.5,0.7944,0.4146,0.9677,0.3187,10.1,31.69,93.8,43.8,1,idling_minor_stops,poor,performance_loss,119.7,4,93.8,0.0,4,114.1,23.5,39.3,yes,86.0,0.0,7.8,0.0,0.0,0.0,no,predictive,32.7,5.9,22,19,93.0,trainee,11.2,0.0,no,no,27.3,SUP-054,5616.0,4.04,0.85,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4384,96.8045,78.4,2.613,16.4,4.8,,8.3,32.9,6708.57,11104.27,42.3,0.0,10.57,100,9380.0,1886.57,62.9,637.4713
MFG-LINE-PLT-003-03,PLT-003,WC-038,SHF-PLT-003-20220507-1,2022-05-07,1,462.4,PRD-2022-SKU-03880,electronics_pcb,WO-2022-96315,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,15.739,0.787,13.62,40.16,16.13,17.04,0.05,WC-003,16.3,94.15,WC-001,0.0,2886,1491,1489,2,0,2,228.66,375.0,0.6098,99.8878,1491,1.3,4,-48.34,32.2,426.4,355.2,0.833,0.6716,0.9987,0.5587,16.55,29.61,71.2,729.1,2,idling_minor_stops,average,performance_loss,0.0,0,71.2,36.0,4,115.6,17.8,39.1,yes,49.4,8.9,12.9,0.0,0.0,0.0,yes,preventive,16.8,6.1,7,6,81.6,trainee,11.7,0.0,no,yes,67.7,SUP-034,1122.0,4.56,1.02,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8878,96.9405,970.8,0.652,208.4,58.3,,8.4,407.7,1692.64,2154.55,7.42,0.0,3.71,150,10680.0,2139.71,30.7,10.0137
MFG-LINE-PLT-002-04,PLT-002,WC-033,SHF-PLT-002-20210907-2,2021-09-07,2,452.7,PRD-2021-SKU-08854,electronics_pcb,WO-2021-61723,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.509,3.12,15.4,39.37,17.32,21.66,0.189,WC-001,17.01,93.67,WC-003,0.0,1923,1155,1153,2,0,2,217.94,255.32,0.8536,99.8436,1155,2.7,7,-39.94,152.82,452.7,318.0,0.7024,0.8536,0.9983,0.5986,18.82,31.44,134.7,198.1,2,setup_adjustment,average,availability_loss,0.0,0,134.7,0.0,6,75.4,22.5,57.4,yes,95.7,8.8,0.0,27.3,2.9,0.0,no,corrective,15.6,7.4,1,1,66.5,skilled,12.5,0.0,no,no,69.5,SUP-128,1564.0,4.45,0.98,1.12,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8436,97.2141,1463.2,1.269,292.4,101.0,,6.8,614.5,415.05,542.29,9.62,0.0,4.81,150,20205.0,4045.81,57.6,10.467
MFG-LINE-PLT-005-03,PLT-005,WC-002,SHF-PLT-005-20210309-1,2021-03-09,1,435.4,PRD-2021-SKU-07940,automotive_body,WO-2021-97517,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,60.548,3.027,52.38,137.21,61.95,65.54,0.05,WC-002,60.83,91.33,WC-001,0.0,461,256,255,1,0,1,59.42,63.6,0.9343,99.9871,256,0.0,0,-44.47,1.67,435.4,380.5,0.8739,0.6346,0.9961,0.5524,16.7,30.24,54.9,147.4,1,reduced_speed,average,performance_loss,122.0,4,54.9,0.0,4,108.9,13.7,35.8,yes,35.8,5.4,0.0,13.6,0.0,0.0,no,preventive,32.9,5.9,22,21,62.7,multi_skilled,4.0,0.0,no,no,48.8,SUP-182,129.0,5.15,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9871,99.142,874.7,3.43,178.0,50.3,17.5,7.3,367.4,6572.82,10483.86,69.94,0.0,17.48,200,10980.0,2213.48,63.4,137.1032
MFG-LINE-PLT-010-01,PLT-010,WC-010,SHF-PLT-010-20220407-1,2022-04-07,1,450.4,PRD-2022-SKU-09412,industrial_machinery,WO-2022-28565,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,314.482,25.159,297.43,797.37,321.78,355.99,0.08,WC-004,322.0,93.08,WC-001,301.61,96,68,67,1,0,1,11.37,12.87,0.8834,99.8624,68,0.7,2,-29.17,8.92,450.4,358.8,0.7966,0.8834,0.9853,0.6934,21.69,31.28,91.6,9.0,1,equipment_failure,average,availability_loss,0.0,0,91.6,0.0,5,90.1,18.3,48.0,yes,54.5,26.6,3.6,6.9,0.0,0.0,no,preventive,19.7,6.2,2,1,89.1,skilled,8.0,0.0,no,no,60.1,SUP-101,1376.0,4.49,1.0,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8624,99.6729,153.8,2.296,34.5,23.0,,8.5,64.6,418.54,430.82,58.97,0.0,14.74,100,9160.0,1846.74,31.5,72.5272
MFG-LINE-PLT-003-01,PLT-003,WC-017,SHF-PLT-003-20220515-2,2022-05-15,2,477.5,PRD-2022-SKU-03407,electronics_pcb,WO-2022-42679,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.797,1.24,22.04,62.22,24.69,26.84,0.05,WC-001,26.15,95.88,WC-009,0.0,1397,708,707,1,0,1,145.1,175.61,0.8263,99.9711,708,0.5,1,-49.32,8.08,477.5,308.0,0.645,0.7853,0.9986,0.5059,16.78,33.16,169.5,193.6,1,setup_adjustment,average,availability_loss,15.3,1,169.5,0.0,5,95.5,33.9,71.2,yes,157.4,0.0,0.0,12.1,0.0,0.0,no,preventive,24.0,4.7,13,11,92.0,skilled,8.2,0.0,no,no,42.0,SUP-007,289.0,4.94,1.15,1.31,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9711,97.3636,571.3,0.808,138.6,68.9,,8.0,239.9,1845.02,2015.91,9.63,0.0,2.41,150,25425.0,5087.41,51.0,15.1046
MFG-LINE-PLT-003-01,PLT-003,WC-032,SHF-PLT-003-20230807-2,2023-08-07,2,467.0,PRD-2023-SKU-07479,electronics_pcb,WO-2023-44189,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,27.464,1.373,24.13,40.57,27.2,29.73,0.05,WC-008,28.1,93.01,WC-007,0.0,1365,772,771,1,0,1,130.91,175.61,0.7455,99.9319,772,1.3,2,-43.44,49.53,467.0,353.8,0.7576,0.7455,0.9987,0.5641,18.29,32.43,113.2,263.6,1,reduced_speed,average,performance_loss,0.0,0,113.2,0.0,6,77.8,18.9,28.0,no,77.9,21.8,0.0,5.8,0.0,7.8,no,predictive,24.0,7.4,3,2,64.0,semi_skilled,9.2,0.0,no,no,82.0,SUP-170,681.0,4.7,1.07,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9319,99.0598,710.9,0.922,180.5,51.9,,7.7,298.6,647.41,1256.37,14.49,0.0,3.62,150,16980.0,3399.62,62.6,16.978
MFG-LINE-PLT-003-01,PLT-003,WC-024,SHF-PLT-003-20211223-1,2021-12-23,1,453.8,PRD-2021-SKU-08176,electronics_pcb,WO-2021-42731,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.567,1.178,20.06,68.81,24.17,25.51,0.05,WC-012,25.21,97.25,WC-010,0.0,1327,505,504,1,0,1,152.52,175.61,0.8685,99.9603,505,0.0,0,-61.94,6.66,453.8,329.0,0.725,0.5244,0.998,0.3794,11.96,31.52,124.8,458.0,1,reduced_speed,poor,performance_loss,130.4,3,124.8,0.0,5,90.8,25.0,43.1,yes,55.2,64.9,0.0,0.0,4.6,0.0,no,preventive,24.0,5.8,11,10,86.9,skilled,6.8,0.0,no,no,16.0,SUP-031,397.0,4.85,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9603,99.0976,346.8,0.688,74.9,43.2,,8.3,145.7,2161.76,2136.23,12.64,0.0,3.16,150,18720.0,3747.16,26.1,21.1928
MFG-LINE-PLT-005-02,PLT-005,WC-001,SHF-PLT-005-20240122-2,2024-01-22,2,425.1,PRD-2024-SKU-02968,automotive_body,WO-2024-44181,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,62.719,5.017,57.47,77.39,63.34,71.0,0.08,WC-004,65.31,94.66,WC-002,0.0,536,308,307,1,0,1,57.24,75.79,0.7552,99.9744,308,0.9,2,-42.54,4.33,425.1,354.9,0.8349,0.687,0.9968,0.5717,16.88,29.52,70.2,140.3,1,reduced_speed,average,performance_loss,32.0,1,70.2,0.0,2,212.6,35.1,47.1,yes,70.2,0.0,0.0,0.0,0.0,0.0,no,emergency,1.3,7.2,11,10,78.2,semi_skilled,2.6,0.0,no,no,69.1,SUP-132,256.0,4.97,1.16,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9744,97.011,855.9,2.788,163.1,44.5,17.1,7.8,359.5,2739.52,4109.53,47.79,0.0,11.95,200,14040.0,2819.95,54.3,70.2553
MFG-LINE-PLT-002-03,PLT-002,WC-018,SHF-PLT-002-20230714-1,2023-07-14,1,461.2,PRD-2023-SKU-05128,electronics_pcb,WO-2023-35502,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,45.425,2.271,40.62,68.75,45.71,49.17,0.05,WC-008,47.62,95.3,WC-007,0.0,633,542,541,1,0,1,79.13,82.38,0.9605,99.9585,542,1.2,3,-14.38,7.04,461.2,441.7,0.9577,0.8936,0.9982,0.8543,27.36,32.03,19.5,64.5,1,reduced_speed,world_class,performance_loss,30.8,1,19.5,0.0,1,461.2,19.5,19.5,no,19.5,0.0,0.0,0.0,0.0,0.0,no,preventive,13.3,7.0,11,10,80.3,multi_skilled,8.6,1.8,no,yes,68.6,SUP-131,415.0,4.84,1.11,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9585,99.3444,819.1,1.514,145.2,90.3,,6.2,344.0,4799.24,11275.61,19.51,0.0,4.88,150,2925.0,589.88,39.7,49.2593
MFG-LINE-PLT-008-02,PLT-008,WC-018,SHF-PLT-008-20240814-2,2024-08-14,2,436.1,PRD-2024-SKU-02679,medical_devices,WO-2024-12563,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,50.862,4.069,45.59,93.08,51.16,57.58,0.08,WC-006,53.4,95.45,WC-004,0.0,676,484,483,1,0,1,70.73,93.02,0.7604,99.9895,484,7.5,26,-28.4,3.91,436.1,425.5,0.9757,0.7337,0.9979,0.7144,21.63,30.28,10.6,175.7,1,reduced_speed,good,performance_loss,14.9,1,10.6,0.0,1,436.1,10.6,10.6,no,0.0,0.0,10.6,0.0,0.0,0.0,no,emergency,8.4,7.6,18,17,89.5,semi_skilled,4.7,0.0,no,no,82.5,SUP-106,105.0,5.21,1.24,1.38,contamination,functional_failure,automated_vision,yes,no,no,no,99.9895,97.9728,639.0,1.323,152.3,64.5,,7.8,268.4,3208.39,3647.11,12.11,0.0,3.03,250,2650.0,533.03,49.6,26.3287
MFG-LINE-PLT-009-01,PLT-009,WC-029,SHF-PLT-009-20210524-3,2021-05-24,3,453.8,PRD-2021-SKU-09604,automotive_body,WO-2021-60688,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,76.548,9.186,67.9,102.92,72.7,91.7,0.12,WC-001,82.33,97.78,WC-007,19.23,433,223,222,1,0,1,46.89,57.32,0.818,99.9535,223,2.8,7,-48.5,2.1,453.8,304.4,0.6708,0.7668,0.9955,0.512,16.13,31.51,149.4,67.8,1,equipment_failure,average,availability_loss,19.0,1,149.4,0.0,9,50.4,16.6,32.0,yes,28.6,27.7,29.1,32.0,0.0,32.0,no,predictive,28.2,7.2,18,14,69.7,skilled,19.0,0.0,no,no,21.3,SUP-049,465.0,4.81,1.1,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9535,98.1824,337.2,1.519,82.6,19.1,6.7,8.8,141.6,4948.22,10485.72,15.67,0.0,3.92,200,29880.0,5979.92,65.3,85.2628
MFG-LINE-PLT-005-05,PLT-005,WC-016,SHF-PLT-005-20210314-3,2021-03-14,3,423.5,PRD-2021-SKU-02792,automotive_body,WO-2021-11563,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.083,2.073,64.75,114.86,68.72,72.5,0.03,WC-002,70.55,92.85,WC-001,10.06,416,289,288,1,0,1,52.11,59.02,0.8829,99.9873,289,0.2,0,-30.53,5.83,423.5,375.4,0.8864,0.7826,0.9965,0.6913,20.33,29.41,48.1,80.3,1,idling_minor_stops,average,performance_loss,42.7,1,48.1,0.0,2,211.8,24.1,36.9,yes,36.9,11.2,0.0,0.0,0.0,0.0,no,preventive,23.7,6.5,8,7,93.9,expert,7.5,0.0,no,no,23.0,SUP-099,127.0,5.16,1.22,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9873,98.8342,623.8,2.166,131.1,79.6,12.5,8.3,262.0,1515.18,2358.29,26.17,0.0,6.54,200,9620.0,1930.54,49.1,39.7104
MFG-LINE-PLT-001-01,PLT-001,WC-039,SHF-PLT-001-20220728-2,2022-07-28,2,459.4,PRD-2022-SKU-09906,pharmaceutical,WO-2022-17891,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.346,0.73,22.05,38.51,24.58,25.55,0.03,WC-007,24.72,92.32,WC-003,0.0,1351,1043,1042,1,0,1,147.75,176.47,0.8373,99.99,1043,4.6,17,-22.8,22.68,459.4,423.5,0.9219,0.8373,0.999,0.7711,24.6,31.91,35.9,202.7,1,idling_minor_stops,good,performance_loss,0.0,0,35.9,0.0,1,459.4,35.9,35.9,yes,35.9,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,6.4,7,6,64.4,skilled,1.7,1.1,no,no,32.1,SUP-031,42.0,5.43,1.31,1.4,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.8062,1471.3,1.412,267.2,74.7,,8.1,617.9,1305.81,1953.09,25.22,0.0,6.3,300,10770.0,2160.3,69.7,28.3717
MFG-LINE-PLT-010-03,PLT-010,WC-032,SHF-PLT-010-20200701-3,2020-07-01,3,452.0,PRD-2020-SKU-02624,industrial_machinery,WO-2020-42349,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.221,5.307,39.83,65.42,44.13,52.98,0.12,WC-006,48.87,99.9,WC-007,0.0,777,496,495,1,0,1,81.34,103.45,0.7863,99.8083,496,0.4,1,-36.16,65.71,452.0,365.9,0.8095,0.7863,0.998,0.6352,19.94,31.39,86.1,134.8,1,reduced_speed,average,performance_loss,0.0,0,86.1,0.0,5,90.4,17.2,36.7,yes,36.7,39.6,0.0,9.8,0.0,0.0,no,corrective,29.1,5.8,2,1,75.7,skilled,2.1,0.0,no,no,83.6,SUP-083,1917.0,4.39,0.96,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8083,98.5707,801.4,1.619,190.6,119.1,,8.9,336.6,283.9,534.64,24.21,0.0,6.05,100,8610.0,1728.05,70.9,25.9125
MFG-LINE-PLT-002-01,PLT-002,WC-019,SHF-PLT-002-20200303-3,2020-03-03,3,431.6,PRD-2020-SKU-03719,electronics_pcb,WO-2020-31540,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.254,2.363,43.03,133.16,46.03,51.15,0.05,WC-001,47.43,91.25,WC-002,0.0,679,377,376,1,0,1,76.13,94.49,0.8057,99.9192,377,1.4,4,-44.48,5.81,431.6,297.1,0.6884,0.8057,0.9973,0.5532,16.58,29.97,134.5,90.9,1,equipment_failure,average,availability_loss,0.0,0,134.5,0.0,5,86.3,26.9,45.1,yes,68.4,57.0,9.1,0.0,0.0,0.0,no,preventive,26.7,5.6,13,9,86.3,skilled,24.7,0.0,no,yes,50.2,SUP-182,808.0,4.65,1.05,1.07,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9192,97.9406,232.4,0.618,45.7,18.1,,8.5,97.6,1783.77,3286.71,19.9,0.0,4.97,150,20175.0,4039.97,37.9,33.4382
MFG-LINE-PLT-007-02,PLT-007,WC-027,SHF-PLT-007-20231010-3,2023-10-10,3,422.9,PRD-2023-SKU-01352,industrial_machinery,WO-2023-03561,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,417.899,50.148,372.55,911.35,407.03,500.64,0.12,WC-002,439.48,95.6,WC-001,402.36,108,48,47,1,0,1,8.6,15.54,0.5534,99.2835,48,0.3,0,-55.56,1.33,422.9,380.6,0.9,0.4868,0.9792,0.429,12.6,29.37,42.3,50.6,1,reduced_speed,poor,performance_loss,45.9,4,42.3,0.0,4,105.7,10.6,21.7,no,21.7,0.0,0.0,20.7,0.0,0.0,no,corrective,32.8,5.4,7,5,67.5,trainee,14.7,0.0,no,yes,46.6,SUP-154,7165.0,3.95,0.82,0.92,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.2835,98.7909,152.0,3.233,31.4,9.1,,7.8,63.8,642.76,1190.88,22.88,0.0,5.72,100,4230.0,851.72,32.6,62.3804
MFG-LINE-PLT-003-02,PLT-003,WC-016,SHF-PLT-003-20241019-1,2024-10-19,1,433.6,PRD-2024-SKU-04671,electronics_pcb,WO-2024-93378,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.208,4.585,33.87,52.07,37.46,45.77,0.12,WC-001,41.72,99.25,WC-001,0.0,712,558,557,1,0,1,94.09,98.63,0.954,99.9006,558,2.5,6,-21.63,5.14,433.6,355.8,0.8206,0.954,0.9982,0.7814,23.53,30.11,77.8,26.9,1,setup_adjustment,good,availability_loss,0.0,0,77.8,0.0,6,72.3,13.0,25.1,no,34.1,0.0,26.8,0.0,0.0,16.9,no,emergency,24.8,6.2,16,15,76.0,expert,4.9,0.0,no,no,20.4,SUP-002,994.0,4.59,1.03,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9006,99.7728,489.0,0.878,132.6,68.3,,7.8,205.4,2249.67,2063.26,4.99,0.0,1.25,150,11670.0,2335.25,51.4,12.7421
MFG-LINE-PLT-010-03,PLT-010,WC-004,SHF-PLT-010-20200429-3,2020-04-29,3,478.9,PRD-2020-SKU-09991,industrial_machinery,WO-2020-82099,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,48.56,5.827,44.49,99.84,48.58,58.17,0.12,WC-007,53.28,99.75,WC-003,0.0,819,537,533,4,1,3,74.01,103.45,0.7154,99.2725,538,1.4,4,-34.43,9.54,478.9,452.6,0.9451,0.6882,0.9926,0.6455,21.47,33.26,26.3,243.3,4,idling_minor_stops,average,performance_loss,17.3,1,26.3,0.0,2,239.4,13.1,19.9,no,0.0,26.3,0.0,0.0,0.0,0.0,no,corrective,29.1,5.6,9,7,77.2,semi_skilled,13.4,0.0,no,no,73.2,SUP-102,7275.0,3.94,0.81,0.89,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.2725,99.2143,1521.7,2.855,364.5,171.1,,8.1,639.1,3233.67,4657.34,36.17,36.17,27.13,100,2630.0,589.3,29.9,51.2463
MFG-LINE-PLT-009-02,PLT-009,WC-012,SHF-PLT-009-20211022-3,2021-10-22,3,453.7,PRD-2021-SKU-02828,automotive_body,WO-2021-26214,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,45.547,2.277,38.78,111.23,46.17,49.3,0.05,WC-002,46.05,91.91,WC-003,0.0,824,310,309,1,0,1,78.95,109.09,0.7237,99.9575,310,1.7,6,-62.38,13.62,453.7,401.9,0.8858,0.4242,0.9968,0.3746,11.8,31.51,51.8,420.8,1,idling_minor_stops,poor,performance_loss,166.3,4,51.8,0.0,3,151.2,17.3,27.5,no,27.5,0.0,24.3,0.0,0.0,0.0,no,emergency,14.2,7.3,4,3,78.8,semi_skilled,3.5,1.5,yes,no,70.7,SUP-199,425.0,4.84,1.11,1.11,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9575,98.938,910.3,2.946,198.0,110.5,18.2,7.6,382.3,538.38,488.29,34.3,0.0,8.57,200,10360.0,2080.57,29.1,37.7336
MFG-LINE-PLT-007-01,PLT-007,WC-041,SHF-PLT-007-20220203-1,2022-02-03,1,471.1,PRD-2022-SKU-09708,industrial_machinery,WO-2022-20157,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,218.879,6.566,207.05,561.37,219.99,229.71,0.03,WC-001,226.46,94.06,WC-015,197.72,166,93,92,1,0,1,16.37,21.16,0.7736,99.9292,93,0.6,2,-43.98,0.69,471.1,383.9,0.8149,0.6869,0.9892,0.5537,18.11,32.71,87.2,42.4,1,reduced_speed,average,performance_loss,42.9,3,87.2,0.0,5,94.2,17.4,46.8,yes,65.2,16.3,5.7,0.0,0.0,0.0,no,corrective,27.1,6.1,18,17,70.7,semi_skilled,4.8,0.0,no,no,39.0,SUP-072,708.0,4.69,1.06,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9292,97.8678,280.4,3.048,62.5,32.5,,8.0,117.8,7656.88,15342.08,12.76,0.0,3.19,100,8720.0,1747.19,61.3,262.8874
MFG-LINE-PLT-006-01,PLT-006,WC-032,SHF-PLT-006-20221128-2,2022-11-28,2,478.4,PRD-2022-SKU-02656,food_beverage,WO-2022-05508,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,33.173,3.981,31.1,78.13,31.56,39.74,0.12,WC-008,37.58,99.9,WC-001,0.0,1160,728,724,4,1,3,108.47,146.34,0.7412,99.4578,729,0.1,0,-37.24,7.57,445.0,407.3,0.9153,0.7329,0.9945,0.6671,20.61,30.9,37.7,265.3,4,idling_minor_stops,average,performance_loss,38.0,1,37.7,33.4,3,159.5,12.6,20.1,no,0.0,17.6,0.0,0.0,0.0,20.1,yes,corrective,33.4,6.2,14,12,64.5,semi_skilled,11.4,0.0,no,no,84.5,SUP-110,5422.0,4.05,0.85,0.97,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.4578,98.4166,344.6,0.476,61.8,43.1,,7.6,144.7,3599.8,8989.22,8.59,8.59,6.44,80,3016.0,618.23,50.3,26.0256
MFG-LINE-PLT-005-02,PLT-005,WC-022,SHF-PLT-005-20220421-2,2022-04-21,2,430.1,PRD-2022-SKU-01970,automotive_body,WO-2022-90672,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,65.888,5.271,62.28,137.23,64.7,74.59,0.08,WC-006,69.98,96.56,WC-004,0.0,542,331,330,1,0,1,54.56,75.79,0.7199,99.9484,331,1.9,5,-38.93,5.12,430.1,401.3,0.933,0.653,0.997,0.6074,18.14,29.87,28.8,175.9,1,idling_minor_stops,average,performance_loss,37.3,2,28.8,0.0,1,430.1,28.8,28.8,no,28.8,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,5.2,11,9,79.3,semi_skilled,10.7,0.0,no,no,64.1,SUP-167,516.0,4.78,1.09,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9484,98.9815,876.1,2.655,187.5,78.7,17.5,7.9,368.0,2476.18,4601.79,12.92,0.0,3.23,200,5760.0,1155.23,68.2,34.4075
MFG-LINE-PLT-005-02,PLT-005,WC-002,SHF-PLT-005-20240811-1,2024-08-11,1,479.5,PRD-2024-SKU-09851,automotive_body,WO-2024-96907,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.148,4.732,52.01,103.94,59.76,66.96,0.08,WC-003,60.72,93.33,WC-004,0.0,605,380,379,1,0,1,60.82,75.79,0.8025,99.9718,380,3.2,6,-37.19,2.26,479.5,374.9,0.7818,0.8025,0.9974,0.6258,20.84,33.3,104.6,93.5,1,setup_adjustment,average,availability_loss,0.0,0,104.6,0.0,4,119.9,26.2,48.3,yes,74.4,20.7,0.0,0.0,9.5,0.0,no,preventive,1.3,7.8,22,21,94.7,semi_skilled,0.5,0.0,no,no,68.4,SUP-134,282.0,4.95,1.15,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9718,98.8225,885.7,2.337,168.1,83.7,17.7,8.1,372.0,3456.11,5417.87,51.5,0.0,12.88,200,20920.0,4196.88,46.1,75.0501
MFG-LINE-PLT-006-01,PLT-006,WC-025,SHF-PLT-006-20241116-1,2024-11-16,1,431.5,PRD-2024-SKU-01956,food_beverage,WO-2024-78558,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.88,3.106,23.34,35.8,26.53,31.0,0.12,WC-012,29.03,99.9,WC-005,0.0,1051,877,876,1,0,1,139.08,146.34,0.9504,99.9254,877,0.8,2,-16.56,121.8,431.5,378.3,0.8767,0.9504,0.9989,0.8323,24.94,29.97,53.2,45.8,1,setup_adjustment,good,availability_loss,0.0,0,53.2,0.0,3,143.8,17.7,34.1,yes,34.1,10.5,0.0,8.6,0.0,0.0,no,preventive,33.4,5.0,1,1,60.4,expert,0.0,0.4,yes,no,44.5,SUP-166,746.0,4.68,1.06,1.18,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.9254,97.0641,41.2,0.047,8.4,5.8,,9.8,17.3,228.2,396.89,11.36,0.0,2.84,80,4256.0,854.04,35.0,12.0865
MFG-LINE-PLT-003-05,PLT-003,WC-026,SHF-PLT-003-20240412-3,2024-04-12,3,447.1,PRD-2024-SKU-05003,electronics_pcb,WO-2024-68377,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,49.126,5.895,46.54,120.46,48.59,58.85,0.12,WC-004,51.88,96.01,WC-002,0.0,684,475,474,1,0,1,73.13,92.07,0.7943,99.8234,475,0.0,0,-30.56,3.03,447.1,403.6,0.9027,0.767,0.9979,0.6909,21.45,31.05,43.5,144.3,1,idling_minor_stops,average,performance_loss,13.9,1,43.5,0.0,3,149.0,14.5,23.4,no,0.0,0.0,0.0,43.5,0.0,0.0,no,preventive,2.5,6.5,24,21,64.2,skilled,9.7,0.5,no,no,81.9,SUP-125,1766.0,4.42,0.97,1.02,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8234,97.367,536.6,1.132,110.1,56.4,,7.2,225.4,3205.56,4288.1,34.24,0.0,8.56,150,6525.0,1313.56,72.7,50.1216
MFG-LINE-PLT-006-01,PLT-006,WC-049,SHF-PLT-006-20230213-2,2023-02-13,2,433.7,PRD-2023-SKU-06121,food_beverage,WO-2023-61241,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.673,3.561,27.84,66.46,28.72,35.55,0.12,WC-008,32.52,99.63,WC-001,0.0,1056,817,815,2,0,2,121.18,146.34,0.8281,99.8602,817,2.1,5,-22.63,9.4,433.7,433.7,1.0,0.7723,0.9976,0.7704,23.2,30.12,0.0,240.9,2,reduced_speed,good,performance_loss,29.2,3,0.0,0.0,0,433.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,33.4,5.3,13,12,90.4,skilled,7.0,0.0,no,no,89.8,SUP-029,1398.0,4.49,1.0,1.09,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8602,98.6592,583.5,0.716,125.0,80.8,,6.4,245.1,4803.37,9636.0,9.15,0.0,4.58,80,0.0,4.58,71.2,26.8895
MFG-LINE-PLT-007-02,PLT-007,WC-012,SHF-PLT-007-20240312-3,2024-03-12,3,430.3,PRD-2024-SKU-02229,industrial_machinery,WO-2024-19910,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,300.963,36.116,278.56,486.69,292.98,360.55,0.12,WC-002,328.89,99.35,WC-001,285.42,111,74,73,1,0,1,11.91,15.54,0.7664,99.8748,74,3.4,8,-33.33,1.02,430.3,410.2,0.9533,0.6963,0.9865,0.6548,19.57,29.88,20.1,32.3,1,idling_minor_stops,average,performance_loss,37.4,2,20.1,0.0,2,215.2,10.0,12.2,no,0.0,7.8,0.0,12.2,0.0,0.0,no,preventive,32.8,4.5,12,10,91.1,skilled,12.1,1.3,no,no,58.1,SUP-110,1252.0,4.52,1.01,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8748,97.7478,263.9,3.615,51.6,16.6,,7.6,110.8,2600.38,2885.61,33.38,0.0,8.35,100,2010.0,410.35,55.7,108.9878
MFG-LINE-PLT-005-03,PLT-005,WC-039,SHF-PLT-005-20231129-2,2023-11-29,2,471.4,PRD-2023-SKU-07518,automotive_body,WO-2023-75107,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.991,3.45,61.22,114.34,71.06,74.68,0.05,WC-001,72.29,95.25,WC-002,5.39,499,320,319,1,0,1,52.12,63.6,0.8195,99.9095,320,0.8,2,-35.87,40.61,471.4,394.4,0.8366,0.7655,0.9969,0.6384,20.9,32.73,77.0,98.0,1,idling_minor_stops,average,performance_loss,26.0,1,77.0,0.0,7,67.3,11.0,20.3,no,47.1,0.0,27.4,0.0,2.4,0.0,no,predictive,32.9,5.1,2,1,60.5,skilled,9.2,0.0,no,no,66.0,SUP-136,905.0,4.62,1.04,1.08,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9095,99.839,614.4,1.926,139.2,56.2,12.3,8.5,258.0,427.21,465.6,50.99,0.0,12.75,200,15400.0,3092.75,74.4,53.9486
MFG-LINE-PLT-008-01,PLT-008,WC-016,SHF-PLT-008-20230913-2,2023-09-13,2,462.4,PRD-2023-SKU-05622,medical_devices,WO-2023-21092,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,135.377,16.245,128.28,267.47,133.21,162.18,0.12,WC-002,145.9,97.98,WC-003,103.77,243,183,182,1,0,1,26.54,31.61,0.8396,99.9828,183,0.6,1,-24.69,2.95,433.8,410.8,0.947,0.8456,0.9945,0.7964,23.99,30.13,23.0,33.4,1,reduced_speed,good,performance_loss,25.8,1,23.0,28.6,1,462.4,23.0,23.0,no,0.0,0.0,23.0,0.0,0.0,0.0,yes,preventive,7.3,6.1,9,8,80.7,skilled,3.3,0.0,no,no,78.2,SUP-061,172.0,5.08,1.19,1.26,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9828,99.3289,263.2,1.446,62.7,16.5,,7.6,110.5,1750.77,2836.94,28.56,0.0,7.14,250,5750.0,1157.14,34.5,53.9241
MFG-LINE-PLT-005-02,PLT-005,WC-009,SHF-PLT-005-20200225-1,2020-02-25,1,466.9,PRD-2020-SKU-06964,automotive_body,WO-2020-34822,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.244,4.26,45.43,135.01,51.77,60.27,0.08,WC-004,57.21,97.68,WC-002,0.0,589,488,487,1,0,1,67.55,75.79,0.8913,99.9875,488,0.1,0,-17.15,7.82,466.9,456.0,0.9767,0.8471,0.998,0.8257,26.77,32.43,10.9,88.1,1,reduced_speed,good,performance_loss,22.6,1,10.9,0.0,1,466.9,10.9,10.9,no,0.0,0.0,0.0,10.9,0.0,0.0,no,preventive,1.3,8.4,9,8,71.4,skilled,1.9,0.0,no,no,38.5,SUP-103,125.0,5.16,1.22,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.9875,99.2359,1591.0,3.267,303.7,192.6,31.8,7.4,668.2,3221.38,4428.95,17.44,0.0,4.36,200,2180.0,440.36,50.5,33.1849
MFG-LINE-PLT-001-02,PLT-001,WC-007,SHF-PLT-001-20240624-1,2024-06-24,1,442.3,PRD-2024-SKU-01962,pharmaceutical,WO-2024-90085,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.695,10.715,52.26,108.23,57.64,74.37,0.189,WC-002,63.1,99.9,WC-004,0.0,522,354,353,1,0,1,63.46,70.87,0.8954,99.9734,354,0.1,0,-32.18,23.94,442.3,357.5,0.8083,0.8384,0.9972,0.6757,20.75,30.71,84.8,68.2,1,equipment_failure,average,availability_loss,22.8,1,84.8,0.0,6,73.7,14.1,26.3,no,52.3,0.0,32.4,0.0,0.0,0.0,no,corrective,22.7,6.5,3,2,62.9,skilled,12.0,0.0,no,yes,44.3,SUP-106,266.0,4.96,1.15,1.2,contamination,labelling,100pct_manual,no,no,no,no,99.9734,97.4702,618.1,1.751,154.5,35.4,,7.7,259.6,362.11,731.86,58.62,0.0,14.65,300,25440.0,5102.65,38.4,61.8851
MFG-LINE-PLT-005-06,PLT-005,WC-022,SHF-PLT-005-20201221-1,2020-12-21,1,443.1,PRD-2020-SKU-08013,automotive_body,WO-2020-67151,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,80.276,4.014,72.17,108.99,80.23,86.9,0.05,WC-010,81.91,92.76,WC-005,32.28,354,272,271,1,0,1,44.75,48.0,0.9323,99.9825,272,0.8,1,-23.16,4.08,443.1,376.5,0.8497,0.903,0.9963,0.7645,23.53,30.77,66.6,29.2,1,setup_adjustment,good,availability_loss,11.9,1,66.6,0.0,6,73.9,11.1,15.7,no,11.2,23.2,7.5,8.9,0.0,15.7,no,emergency,32.1,5.9,10,9,89.4,expert,0.8,0.0,no,no,59.2,SUP-066,175.0,5.08,1.19,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9825,99.6035,837.7,3.091,158.2,115.1,16.8,7.5,351.8,3709.56,8723.42,48.97,0.0,12.24,200,13320.0,2676.24,26.9,95.0289
MFG-LINE-PLT-010-03,PLT-010,WC-005,SHF-PLT-010-20200607-2,2020-06-07,2,443.2,PRD-2020-SKU-02588,industrial_machinery,WO-2020-34946,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.45,4.974,36.71,103.16,39.88,49.66,0.12,WC-001,45.51,99.81,WC-010,0.0,761,531,529,2,0,2,86.8,103.45,0.8391,99.6388,531,0.9,2,-30.22,71.62,443.2,367.1,0.8283,0.839,0.9962,0.6923,21.31,30.78,76.1,101.9,2,equipment_failure,average,availability_loss,0.0,0,76.1,0.0,4,110.8,19.0,25.9,no,46.6,0.0,29.4,0.0,0.0,0.0,no,preventive,29.1,6.3,1,1,62.2,skilled,2.6,0.0,no,no,49.1,SUP-050,3612.0,4.19,0.9,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6388,97.3325,1972.1,3.728,409.8,293.0,,7.5,828.3,455.94,566.14,38.2,0.0,19.1,100,7610.0,1541.1,39.6,40.2765
MFG-LINE-PLT-008-01,PLT-008,WC-044,SHF-PLT-008-20220223-1,2022-02-23,1,460.6,PRD-2022-SKU-07659,medical_devices,WO-2022-33095,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,137.494,16.499,119.52,334.37,137.58,164.72,0.12,WC-001,157.16,99.9,WC-002,105.88,242,104,103,1,0,1,25.98,31.61,0.8219,99.9829,104,1.3,4,-57.02,4.47,460.6,281.9,0.6121,0.7003,0.9904,0.4245,13.58,31.99,178.7,44.5,1,setup_adjustment,poor,availability_loss,41.8,1,178.68494666892965,0.0,2,230.3,38.5,178.68494666892965,yes,77.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,2.6,4,3,81.4,skilled,0.5,0.0,no,no,82.6,SUP-143,171.0,5.08,1.19,1.25,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9829,98.1051,156.5,1.519,31.1,11.1,,7.5,65.7,770.02,822.49,15.51,0.0,3.88,250,44671.24,8938.13,34.1,31.1218
MFG-LINE-PLT-008-01,PLT-008,WC-043,SHF-PLT-008-20230407-2,2023-04-07,2,476.1,PRD-2023-SKU-07030,medical_devices,WO-2023-40928,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,200.846,24.102,189.57,349.61,209.99,240.61,0.12,WC-003,208.95,94.58,WC-002,169.24,250,88,87,1,0,1,17.91,31.61,0.5666,99.9511,88,0.1,0,-64.8,1.83,436.5,349.9,0.8016,0.4774,0.9886,0.3783,11.47,30.32,86.6,96.3,1,reduced_speed,poor,performance_loss,94.8,4,86.6,39.6,5,95.2,17.3,45.5,yes,65.3,8.5,5.2,7.6,0.0,0.0,yes,predictive,7.3,5.1,7,6,62.7,trainee,5.7,0.0,no,no,53.1,SUP-038,489.0,4.8,1.1,1.21,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9511,99.1718,102.0,1.172,20.4,14.7,,8.0,42.8,2019.68,2981.85,11.59,0.0,2.9,250,21650.0,4332.9,42.0,69.2121
MFG-LINE-PLT-007-02,PLT-007,WC-035,SHF-PLT-007-20211210-2,2021-12-10,2,424.2,PRD-2021-SKU-06661,industrial_machinery,WO-2021-23261,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,282.708,33.925,244.54,675.91,280.25,338.68,0.12,WC-001,316.0,99.9,WC-002,267.17,109,58,57,1,0,1,12.57,15.54,0.8089,99.8996,58,0.1,0,-46.79,2.69,424.2,276.9,0.6527,0.8087,0.9828,0.5187,15.28,29.46,147.3,13.7,1,equipment_failure,average,availability_loss,0.0,0,147.3,0.0,5,84.8,29.5,42.6,yes,58.4,46.3,0.0,0.0,0.0,42.6,no,preventive,32.8,5.6,4,3,90.2,skilled,0.7,0.0,no,no,64.0,SUP-155,1004.0,4.59,1.03,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8996,98.2596,229.1,4.02,54.2,29.2,,7.3,96.2,1076.44,1695.73,27.69,0.0,6.92,100,14730.0,2952.92,26.5,76.8104
MFG-LINE-PLT-008-02,PLT-008,WC-016,SHF-PLT-008-20221108-1,2022-11-08,1,457.6,PRD-2022-SKU-01074,medical_devices,WO-2022-56303,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,44.026,3.522,38.48,66.59,44.06,49.84,0.08,WC-002,46.31,95.63,WC-004,0.0,709,566,565,1,0,1,81.74,93.02,0.8787,99.9888,566,0.3,0,-20.17,37.04,457.6,415.5,0.908,0.8787,0.9982,0.7964,25.31,31.78,42.1,78.1,1,reduced_speed,good,performance_loss,0.0,0,42.1,0.0,3,152.5,14.0,17.6,no,11.4,0.0,13.0,17.6,0.0,0.0,no,predictive,8.4,6.8,3,2,63.5,skilled,9.3,0.0,no,no,35.9,SUP-130,112.0,5.19,1.23,1.27,contamination,functional_failure,automated_vision,no,no,no,no,99.9888,99.3521,648.6,1.148,155.3,63.8,,8.1,272.4,298.11,242.26,8.23,0.0,2.06,250,10525.0,2107.06,44.0,9.201
MFG-LINE-PLT-005-03,PLT-005,WC-025,SHF-PLT-005-20241112-2,2024-11-12,2,449.8,PRD-2024-SKU-06466,automotive_body,WO-2024-72863,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,75.875,3.794,71.55,218.93,76.01,82.14,0.05,WC-002,74.55,89.32,WC-001,12.27,476,255,254,1,0,1,47.39,63.6,0.7451,99.98,255,1.7,4,-46.43,1.99,449.8,354.2,0.7875,0.6792,0.9961,0.5327,16.64,31.23,95.6,120.4,1,idling_minor_stops,average,performance_loss,31.3,1,95.6,0.0,6,75.0,15.9,20.2,no,27.9,38.8,18.7,0.0,0.0,10.2,no,preventive,32.9,5.0,19,17,75.4,semi_skilled,7.6,1.6,no,no,26.9,SUP-166,200.0,5.04,1.18,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.98,98.3008,771.1,3.036,133.8,48.1,15.4,7.6,323.9,2936.56,4930.84,39.45,0.0,9.86,200,19120.0,3833.86,41.9,70.5793
MFG-LINE-PLT-005-01,PLT-005,WC-042,SHF-PLT-005-20230408-2,2023-04-08,2,462.9,PRD-2023-SKU-08655,automotive_body,WO-2023-79356,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.343,4.481,33.99,87.06,36.07,44.74,0.12,WC-003,37.44,91.16,WC-004,0.0,807,570,569,1,0,1,96.26,104.65,0.9198,99.9662,570,1.2,4,-29.37,24.59,462.9,376.6,0.8136,0.8678,0.9982,0.7048,22.66,32.14,86.3,86.8,1,setup_adjustment,good,availability_loss,21.3,1,86.3,0.0,4,115.7,21.6,58.8,yes,58.8,10.5,12.5,4.6,0.0,0.0,no,corrective,20.8,7.5,4,3,70.3,expert,13.8,0.0,no,no,48.9,SUP-072,338.0,4.9,1.13,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9662,98.9753,1494.2,2.626,260.8,111.9,29.9,7.9,627.6,981.21,2143.63,80.33,0.0,20.08,200,17260.0,3472.08,37.8,85.963
MFG-LINE-PLT-006-02,PLT-006,WC-039,SHF-PLT-006-20220328-3,2022-03-28,3,446.4,PRD-2022-SKU-06139,food_beverage,WO-2022-34664,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.282,0.994,7.7,20.65,8.12,9.92,0.12,WC-011,9.63,99.9,WC-019,0.0,4052,2523,2519,4,2,2,434.57,545.45,0.7967,99.8644,2525,4.1,9,-37.73,18.81,446.4,420.7,0.9424,0.6596,0.9984,0.6207,19.24,31.0,25.7,1302.0,4,idling_minor_stops,average,performance_loss,72.4,4,25.7,0.0,3,148.8,8.6,12.9,no,0.0,12.9,0.0,12.8,0.0,0.0,no,corrective,15.5,5.7,19,18,63.8,skilled,3.5,0.0,no,no,67.3,SUP-085,1356.0,4.5,1.0,1.13,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8644,97.3357,1448.4,0.575,265.0,182.2,,7.1,608.3,6828.02,13152.03,8.25,16.5,4.12,80,2056.0,431.82,66.1,16.1948
MFG-LINE-PLT-005-06,PLT-005,WC-012,SHF-PLT-005-20211120-3,2021-11-20,3,474.7,PRD-2021-SKU-01530,automotive_body,WO-2021-28759,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,95.089,4.754,88.18,121.62,93.21,102.93,0.05,WC-009,97.14,92.87,WC-007,47.09,379,249,248,1,0,1,37.76,48.0,0.7867,99.9622,249,4.2,9,-34.3,1.57,474.7,395.6,0.8334,0.7867,0.996,0.653,21.53,32.97,79.1,67.5,1,idling_minor_stops,average,performance_loss,0.0,0,79.1,0.0,4,118.7,19.8,34.8,yes,60.3,0.0,12.4,6.4,0.0,0.0,no,corrective,32.1,4.3,21,20,60.4,skilled,1.3,0.0,no,no,24.5,SUP-042,378.0,4.87,1.12,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9622,99.1747,597.2,2.408,139.2,35.3,11.9,8.1,250.8,6127.09,13462.15,22.54,0.0,5.63,200,15820.0,3169.63,41.7,101.6198
MFG-LINE-PLT-004-05,PLT-004,WC-046,SHF-PLT-004-20210417-1,2021-04-17,1,456.0,PRD-2021-SKU-01384,industrial_machinery,WO-2021-61884,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,194.248,9.712,180.62,460.19,197.75,210.27,0.05,WC-002,198.04,92.69,WC-009,170.46,180,105,104,1,0,1,18.37,23.79,0.7722,99.8747,105,1.2,3,-41.67,2.28,456.0,379.3,0.8318,0.6981,0.9905,0.5751,18.21,31.67,76.7,45.4,1,reduced_speed,average,performance_loss,36.4,1,76.7,0.0,4,114.0,19.2,27.1,no,37.9,11.7,27.1,0.0,0.0,0.0,no,emergency,3.8,7.1,7,6,76.0,semi_skilled,13.5,0.0,no,no,84.3,SUP-013,1253.0,4.52,1.01,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8747,98.6704,304.0,2.923,77.0,19.0,,8.1,127.7,1044.69,2579.95,91.12,0.0,22.78,100,7670.0,1556.78,32.2,126.8485
MFG-LINE-PLT-003-01,PLT-003,WC-008,SHF-PLT-003-20231022-3,2023-10-22,3,470.7,PRD-2023-SKU-08926,electronics_pcb,WO-2023-81882,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.568,1.278,22.56,43.14,24.85,27.68,0.05,WC-002,26.45,94.05,WC-008,0.0,1377,1066,1065,1,0,1,140.79,175.61,0.8017,99.9519,1066,0.2,0,-22.59,6.17,470.7,454.3,0.9652,0.8017,0.9991,0.773,25.27,32.69,16.4,263.7,1,idling_minor_stops,good,performance_loss,0.0,0,16.4,0.0,2,235.4,8.2,11.7,no,0.0,0.0,0.0,11.7,4.7,0.0,no,preventive,24.0,5.4,24,22,79.3,skilled,5.8,0.0,no,no,51.2,SUP-168,481.0,4.8,1.1,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9519,99.5034,344.0,0.323,71.2,24.0,,9.2,144.5,8645.73,18975.51,13.89,0.0,3.47,150,2460.0,495.47,52.8,39.8385
MFG-LINE-PLT-010-03,PLT-010,WC-035,SHF-PLT-010-20200501-2,2020-05-01,2,441.4,PRD-2020-SKU-05132,industrial_machinery,WO-2020-19682,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,47.696,5.724,45.14,126.34,47.52,57.14,0.12,WC-010,51.73,98.6,WC-003,0.0,759,482,480,2,0,2,75.35,103.45,0.7284,99.7637,482,2.0,5,-36.5,5.93,441.4,416.9,0.9445,0.6706,0.9959,0.6308,19.33,30.65,24.5,236.8,2,reduced_speed,average,performance_loss,33.1,1,24.5,0.0,3,147.1,8.2,12.7,no,12.7,7.6,0.0,0.0,4.1,0.0,no,corrective,29.1,5.4,13,11,74.8,semi_skilled,9.6,0.0,no,no,13.0,SUP-185,2363.0,4.33,0.94,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7637,99.274,1794.2,3.738,336.8,93.5,,7.5,753.6,2107.34,3401.21,28.67,0.0,14.34,100,2450.0,504.34,67.6,40.2656
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20230912-1,2023-09-12,1,440.8,PRD-2023-SKU-09984,industrial_machinery,WO-2023-39103,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,299.454,52.404,257.84,677.79,296.12,385.92,0.175,WC-002,310.67,94.31,WC-001,287.02,91,40,39,1,0,1,11.78,12.43,0.9477,99.8137,40,0.2,0,-56.04,0.27,440.8,203.8,0.4623,0.9478,0.975,0.4272,13.08,30.61,237.0,2.2,1,equipment_failure,poor,availability_loss,0.0,0,237.0,0.0,6,73.5,39.5,118.6,yes,130.6,52.0,16.6,0.0,0.0,37.9,no,corrective,24.6,6.5,21,20,74.6,expert,0.5,0.0,no,no,45.0,SUP-178,1863.0,4.4,0.97,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8137,98.8289,117.2,3.005,22.3,11.9,,8.0,49.2,7521.74,12743.92,29.06,0.0,7.26,100,23700.0,4747.26,29.7,549.4374
MFG-LINE-PLT-003-01,PLT-003,WC-031,SHF-PLT-003-20240824-1,2024-08-24,1,475.7,PRD-2024-SKU-08759,electronics_pcb,WO-2024-68990,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.605,1.08,20.46,53.91,21.97,23.39,0.05,WC-008,22.54,94.84,WC-003,0.0,1391,1193,1192,1,0,1,166.58,175.61,0.9486,99.9684,1193,0.1,0,-14.23,25.06,475.7,429.7,0.9033,0.9486,0.9992,0.8561,28.28,33.03,46.0,64.6,1,equipment_failure,world_class,availability_loss,0.0,0,46.0,0.0,4,118.9,11.5,16.6,no,17.2,0.0,28.8,0.0,0.0,0.0,no,corrective,24.0,6.3,8,6,90.6,expert,13.9,0.0,no,no,24.0,SUP-076,316.0,4.92,1.14,1.29,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9684,97.2639,1296.9,1.088,276.9,88.3,,7.3,544.7,3020.64,6495.11,12.27,0.0,3.07,150,6900.0,1383.07,32.1,20.2633
MFG-LINE-PLT-003-04,PLT-003,WC-042,SHF-PLT-003-20220611-3,2022-06-11,3,458.5,PRD-2022-SKU-03965,electronics_pcb,WO-2022-47269,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.865,1.643,29.77,68.39,33.51,35.58,0.05,WC-004,34.59,95.68,WC-001,0.0,1014,514,513,1,0,1,109.47,132.84,0.8241,99.9437,514,3.9,8,-49.31,3.53,458.5,410.8,0.896,0.5652,0.9981,0.5054,16.09,31.84,47.7,395.4,1,idling_minor_stops,average,performance_loss,129.0,3,47.7,0.0,3,152.8,15.9,39.7,yes,39.7,0.0,0.0,5.5,2.5,0.0,no,emergency,11.0,7.2,21,19,75.5,skilled,9.2,1.0,no,no,69.4,SUP-138,563.0,4.76,1.09,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9437,98.1778,573.5,1.118,119.0,53.1,,7.2,240.9,3255.81,4902.95,14.6,0.0,3.65,150,7155.0,1434.65,32.5,30.5325
MFG-LINE-PLT-005-04,PLT-005,WC-014,SHF-PLT-005-20220304-2,2022-03-04,2,446.4,PRD-2022-SKU-04409,automotive_body,WO-2022-59698,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,56.202,6.744,51.56,118.2,58.16,67.33,0.12,WC-004,58.64,94.86,WC-002,0.0,574,462,461,1,0,1,64.01,77.25,0.8286,99.972,462,4.1,11,-19.51,61.97,446.4,433.1,0.9702,0.8285,0.9978,0.8021,24.86,31.0,13.3,95.6,1,reduced_speed,good,performance_loss,0.0,0,13.3,0.0,1,446.4,13.3,13.3,no,0.0,0.0,0.0,0.0,13.3,0.0,no,preventive,15.6,6.1,2,1,82.9,skilled,10.4,1.6,no,no,21.2,SUP-190,280.0,4.95,1.15,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.972,97.403,1401.9,3.041,352.9,109.1,28.0,7.6,588.8,443.96,876.48,113.87,0.0,28.47,200,2660.0,560.47,63.2,116.9813
MFG-LINE-PLT-010-04,PLT-010,WC-042,SHF-PLT-010-20211213-2,2021-12-13,2,472.2,PRD-2021-SKU-09378,industrial_machinery,WO-2021-00010,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,317.437,38.092,286.71,437.94,322.05,380.29,0.12,WC-007,343.02,98.23,WC-002,303.82,106,75,74,1,0,1,11.33,13.62,0.8319,99.8023,75,0.9,2,-29.25,4.7,472.2,415.8,0.8806,0.7945,0.9867,0.6903,22.64,32.79,56.4,19.4,1,reduced_speed,average,performance_loss,18.6,1,56.4,0.0,3,157.4,18.8,26.1,no,21.1,26.1,9.2,0.0,0.0,0.0,no,preventive,14.7,5.0,3,2,75.5,skilled,1.9,0.0,no,no,20.7,SUP-095,1977.0,4.38,0.96,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8023,98.2255,165.6,2.238,35.8,19.9,,8.5,69.6,417.81,681.46,40.8,0.0,10.2,100,5640.0,1138.2,63.5,56.2064
MFG-LINE-PLT-006-01,PLT-006,WC-037,SHF-PLT-006-20200921-1,2020-09-21,1,420.4,PRD-2020-SKU-01673,food_beverage,WO-2020-00213,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.993,3.359,25.49,44.78,28.8,33.54,0.12,WC-008,30.72,99.78,WC-003,0.0,1017,755,749,6,3,3,128.54,146.34,0.8784,99.2462,758,1.5,4,-25.76,6.29,420.4,352.4,0.8383,0.8784,0.9921,0.7304,21.32,29.2,68.0,104.5,6,equipment_failure,good,availability_loss,0.0,0,68.0,0.0,5,84.1,13.6,22.2,no,30.9,14.3,22.8,0.0,0.0,0.0,no,corrective,33.4,6.4,20,17,64.9,skilled,14.3,0.0,no,no,17.7,SUP-040,7538.0,3.93,0.81,0.85,contamination,labelling,sampling_plan_ansi,yes,yes,yes,no,99.2462,97.0232,394.7,0.527,100.5,30.5,,7.4,165.8,3895.32,5749.8,8.81,26.43,6.61,80,5440.0,1121.04,69.7,21.7579
MFG-LINE-PLT-004-06,PLT-004,WC-029,SHF-PLT-004-20200910-1,2020-09-10,1,436.1,PRD-2020-SKU-03104,industrial_machinery,WO-2020-08111,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,131.601,15.792,116.19,253.2,127.21,157.66,0.12,WC-002,136.33,94.17,WC-001,99.63,231,114,113,1,0,1,27.32,31.97,0.8546,99.8015,114,0.3,0,-50.65,0.97,436.1,250.4,0.5741,0.8545,0.9912,0.4863,14.73,30.29,185.7,19.4,1,setup_adjustment,poor,availability_loss,0.0,0,185.7355375295432,0.0,3,145.4,18.3,185.7355375295432,yes,29.1,16.7,9.0,0.0,0.0,0.0,no,predictive,6.6,3.3,19,16,81.5,skilled,14.3,0.0,no,no,35.3,SUP-187,1985.0,4.38,0.96,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.8015,97.5676,373.2,3.303,78.5,44.9,,7.8,156.7,5020.63,6864.78,32.93,0.0,8.23,100,18573.55,3722.94,37.8,138.402
MFG-LINE-PLT-003-01,PLT-003,WC-026,SHF-PLT-003-20240307-2,2024-03-07,2,464.6,PRD-2024-SKU-08803,electronics_pcb,WO-2024-64381,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.862,1.143,20.03,42.34,22.62,24.75,0.05,WC-003,24.02,95.5,WC-007,0.0,1359,843,842,1,0,1,157.29,175.61,0.8957,99.9658,843,3.2,11,-37.97,6.8,464.6,321.6,0.6922,0.8957,0.9988,0.6192,19.98,32.26,143.0,98.2,1,setup_adjustment,average,availability_loss,0.0,0,143.0,0.0,5,92.9,28.6,51.2,yes,49.5,70.2,13.2,10.1,0.0,0.0,no,emergency,24.0,4.9,18,16,92.1,expert,10.6,0.0,no,no,39.0,SUP-182,342.0,4.9,1.13,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9658,98.3093,773.8,0.919,156.1,45.2,,7.7,325.0,4807.29,5356.77,6.05,0.0,1.51,150,21450.0,4291.51,42.9,18.1285
MFG-LINE-PLT-005-05,PLT-005,WC-034,SHF-PLT-005-20200522-2,2020-05-22,2,458.8,PRD-2020-SKU-06036,automotive_body,WO-2020-78418,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,106.796,3.204,98.68,138.04,106.94,112.08,0.03,WC-001,108.73,92.55,WC-003,47.78,451,186,185,1,0,1,33.59,59.02,0.5691,99.9737,186,2.5,6,-58.76,4.03,458.8,332.2,0.7241,0.5692,0.9946,0.4099,13.06,31.86,126.6,140.8,1,idling_minor_stops,poor,performance_loss,0.0,0,126.6,0.0,4,114.7,31.6,65.8,yes,22.5,75.6,0.0,0.0,0.0,28.5,no,predictive,23.7,5.6,7,6,82.3,trainee,8.4,0.0,no,yes,60.5,SUP-029,263.0,4.97,1.16,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9737,98.5653,479.3,2.591,98.0,61.8,9.6,7.9,201.3,1123.35,1661.96,18.19,0.0,4.55,200,25320.0,5068.55,49.9,33.3441
MFG-LINE-PLT-005-04,PLT-005,WC-004,SHF-PLT-005-20230219-2,2023-02-19,2,444.9,PRD-2023-SKU-05183,automotive_body,WO-2023-72299,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,63.633,7.636,55.36,169.96,65.29,76.23,0.12,WC-001,67.08,95.83,WC-004,0.0,572,403,402,1,0,1,56.48,77.25,0.7311,99.9128,403,3.7,8,-29.55,3.87,444.9,428.1,0.9622,0.7311,0.9975,0.7017,21.68,30.9,16.8,148.2,1,idling_minor_stops,good,performance_loss,0.0,0,16.8,0.0,2,222.5,8.4,8.6,no,0.0,0.0,8.6,8.2,0.0,0.0,no,preventive,15.6,5.6,15,14,79.5,semi_skilled,1.8,0.0,no,no,67.1,SUP-049,872.0,4.63,1.04,1.08,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9128,99.7696,1002.2,2.493,187.5,126.4,20.0,8.0,420.9,6543.21,10974.7,27.19,0.0,6.8,200,3360.0,678.8,41.3,70.8345
MFG-LINE-PLT-009-02,PLT-009,WC-003,SHF-PLT-009-20211213-1,2021-12-13,1,467.0,PRD-2021-SKU-09255,automotive_body,WO-2021-92196,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.943,1.797,33.63,76.11,35.77,38.91,0.05,WC-003,37.33,94.42,WC-001,0.0,848,515,514,1,0,1,100.11,109.09,0.9177,99.975,515,0.4,1,-39.27,5.08,467.0,467.0,1.0,0.6066,0.9981,0.6054,19.63,32.43,0.0,334.0,1,idling_minor_stops,average,performance_loss,158.3,4,0.0,0.0,0,467.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,14.2,7.8,14,13,88.8,skilled,6.7,0.0,no,no,86.5,SUP-192,250.0,4.98,1.16,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.975,99.8365,994.1,1.934,193.8,104.7,19.9,8.5,417.5,5339.94,5796.94,57.35,0.0,14.34,200,0.0,14.34,29.0,79.1287
MFG-LINE-PLT-003-03,PLT-003,WC-039,SHF-PLT-003-20240425-2,2024-04-25,2,451.6,PRD-2024-SKU-08839,electronics_pcb,WO-2024-41909,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,16.036,0.802,15.12,45.65,15.94,17.36,0.05,WC-003,16.58,93.98,WC-001,0.0,2807,972,966,6,3,3,224.46,375.0,0.5986,99.4606,975,4.6,15,-65.37,25.67,451.6,259.8,0.5753,0.5986,0.9938,0.3422,10.73,31.36,191.8,651.8,6,setup_adjustment,poor,availability_loss,0.0,0,191.8,0.0,8,56.5,24.0,53.4,yes,56.1,68.0,38.5,0.0,0.0,29.2,no,emergency,16.8,7.8,6,5,76.6,trainee,6.0,0.0,no,no,76.2,SUP-037,5394.0,4.05,0.85,0.95,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.4606,98.9043,504.3,0.522,104.4,31.6,,8.7,211.8,1409.58,1710.54,13.53,40.59,10.15,150,28770.0,5804.74,67.9,16.844
MFG-LINE-PLT-006-02,PLT-006,WC-005,SHF-PLT-006-20221119-3,2022-11-19,3,479.7,PRD-2022-SKU-08655,food_beverage,WO-2022-82100,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.108,0.973,7.22,11.16,7.59,9.71,0.12,WC-017,8.49,95.24,WC-005,0.0,4356,2490,2487,3,1,2,443.92,545.45,0.8139,99.9066,2491,1.4,4,-42.84,31.11,479.7,388.7,0.8103,0.7047,0.9988,0.5704,19.0,33.31,91.0,1043.4,3,idling_minor_stops,average,performance_loss,52.1,2,91.0,0.0,4,119.9,22.7,33.7,yes,33.7,20.5,0.0,7.7,0.0,29.0,no,preventive,15.5,6.3,12,10,78.4,skilled,12.6,0.0,no,no,12.0,SUP-143,934.0,4.61,1.04,1.15,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9066,98.3297,950.0,0.382,161.2,57.7,,8.1,399.0,4273.09,4045.38,9.44,9.44,4.72,80,7280.0,1470.16,56.3,12.7962
MFG-LINE-PLT-008-01,PLT-008,WC-004,SHF-PLT-008-20220712-2,2022-07-12,2,452.6,PRD-2022-SKU-07261,medical_devices,WO-2022-25465,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,135.387,16.246,124.75,380.64,139.93,162.19,0.12,WC-001,145.4,97.63,WC-003,103.78,238,127,126,1,0,1,26.51,31.61,0.8387,99.9831,127,0.9,2,-46.64,1.67,452.6,370.5,0.8186,0.6507,0.9921,0.5285,16.61,31.43,82.1,68.2,1,idling_minor_stops,average,performance_loss,83.1,3,82.1,0.0,4,113.1,20.5,37.9,yes,72.3,0.0,0.0,0.0,9.8,0.0,no,preventive,7.3,6.8,11,10,84.9,skilled,5.4,0.0,no,no,86.4,SUP-043,169.0,5.08,1.19,1.34,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9831,98.7367,198.2,1.573,44.6,10.0,,7.4,83.2,4549.13,4711.38,25.87,0.0,6.47,250,20525.0,4111.47,49.0,99.5714
MFG-LINE-PLT-006-02,PLT-006,WC-029,SHF-PLT-006-20230925-2,2023-09-25,2,471.2,PRD-2023-SKU-08863,food_beverage,WO-2023-38290,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.852,0.942,6.72,20.0,7.87,9.41,0.12,WC-006,8.85,99.9,WC-010,0.0,4254,3331,3308,23,9,14,458.44,545.45,0.8405,99.3388,3340,1.0,3,-21.7,23.4,471.2,436.0,0.9253,0.8405,0.9931,0.7723,25.27,32.72,35.2,632.1,23,reduced_speed,good,performance_loss,0.0,0,35.2,0.0,3,157.1,11.7,14.0,no,0.0,11.3,14.0,9.9,0.0,0.0,no,preventive,15.5,6.4,22,18,72.6,skilled,14.1,0.0,no,no,46.0,SUP-141,6612.0,3.98,0.83,0.85,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.3388,99.1987,1898.8,0.574,345.8,183.0,,7.1,797.5,2938.41,3251.1,4.31,38.79,15.08,80,2816.0,617.07,43.0,6.211
MFG-LINE-PLT-001-01,PLT-001,WC-023,SHF-PLT-001-20240210-2,2024-02-10,2,446.8,PRD-2024-SKU-08951,pharmaceutical,WO-2024-11695,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.902,0.687,21.53,33.24,22.56,24.04,0.03,WC-010,23.4,92.87,WC-001,0.0,1314,1170,1169,1,0,1,157.11,176.47,0.8903,99.99,1170,0.1,0,-10.96,26.16,446.8,446.8,1.0,0.8903,0.9991,0.8895,27.6,31.03,0.0,144.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,446.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,4.9,7,6,82.5,expert,9.2,0.5,no,no,64.7,SUP-035,29.0,5.52,1.34,1.5,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.2398,1836.5,1.571,407.1,223.7,,7.9,771.3,1192.21,1875.4,56.6,0.0,14.15,300,0.0,14.15,42.2,59.2725
MFG-LINE-PLT-010-04,PLT-010,WC-023,SHF-PLT-010-20240302-1,2024-03-02,1,473.3,PRD-2024-SKU-07979,industrial_machinery,WO-2024-88548,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,345.459,41.455,308.59,738.35,373.65,413.86,0.12,WC-004,358.79,94.42,WC-007,331.84,107,79,78,1,0,1,10.42,13.62,0.7651,99.6567,79,0.6,2,-26.17,0.58,473.3,455.0,0.9613,0.7648,0.9873,0.7259,23.86,32.87,18.3,24.3,1,reduced_speed,good,performance_loss,0.0,0,18.3,0.0,1,473.3,18.3,18.3,no,18.3,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,5.9,19,17,80.5,semi_skilled,9.7,0.0,no,no,36.9,SUP-045,3433.0,4.2,0.9,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6567,96.9638,228.6,2.931,50.4,28.5,,8.0,96.0,3981.55,3318.62,40.1,0.0,10.03,100,1830.0,376.03,53.6,134.206
MFG-LINE-PLT-007-01,PLT-007,WC-023,SHF-PLT-007-20221116-1,2022-11-16,1,436.1,PRD-2022-SKU-07954,industrial_machinery,WO-2022-29024,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,175.852,5.276,149.99,484.92,175.83,184.56,0.03,WC-005,178.6,92.33,WC-015,154.69,153,122,121,1,0,1,20.37,21.16,0.9627,99.8446,122,0.4,0,-20.26,1.51,436.1,378.0,0.8668,0.915,0.9918,0.7866,23.82,30.28,58.1,11.3,1,equipment_failure,good,availability_loss,18.7,1,58.1,0.0,3,145.4,19.4,35.7,yes,35.7,0.0,14.1,8.3,0.0,0.0,no,corrective,27.1,5.9,14,11,66.0,expert,14.6,1.3,no,no,33.2,SUP-021,1554.0,4.46,0.99,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8446,99.0982,417.8,3.453,101.2,45.9,,7.7,175.5,4439.3,4447.79,13.45,0.0,3.36,100,5810.0,1165.36,62.6,87.0082
MFG-LINE-PLT-003-03,PLT-003,WC-045,SHF-PLT-003-20230620-2,2023-06-20,2,464.8,PRD-2023-SKU-01417,electronics_pcb,WO-2023-22000,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.55,0.527,9.86,30.41,10.41,11.42,0.05,WC-002,11.05,95.25,WC-001,0.0,2904,1805,1804,1,0,1,341.1,375.0,0.9096,99.9691,1805,0.0,0,-37.84,33.27,440.6,293.3,0.6657,0.9847,0.9994,0.6551,20.04,30.6,147.3,28.0,1,setup_adjustment,average,availability_loss,0.0,0,147.3,24.2,6,77.5,24.5,44.9,yes,82.0,19.7,11.0,0.0,0.0,34.5,yes,predictive,16.8,6.9,8,7,63.9,expert,4.5,0.0,no,no,43.4,SUP-128,309.0,4.92,1.14,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9691,99.439,1452.2,0.805,327.5,199.7,,8.0,609.9,2450.28,2520.66,13.12,0.0,3.28,150,22095.0,4422.28,33.8,15.8828
MFG-LINE-PLT-010-04,PLT-010,WC-009,SHF-PLT-010-20230612-2,2023-06-12,2,422.5,PRD-2023-SKU-08610,industrial_machinery,WO-2023-80868,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,297.503,35.7,281.97,363.45,299.57,356.41,0.12,WC-007,335.11,99.9,WC-006,283.88,95,67,66,1,0,1,12.07,13.62,0.8862,99.6904,67,1.8,4,-29.47,0.55,422.5,394.7,0.9342,0.7478,0.9851,0.6881,20.19,29.34,27.8,22.6,1,idling_minor_stops,average,performance_loss,61.7,2,27.8,0.0,1,422.5,27.8,27.8,no,27.8,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,5.6,20,17,74.1,multi_skilled,10.9,1.5,no,no,62.4,SUP-166,3096.0,4.24,0.91,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6904,99.0128,95.6,1.449,24.7,7.1,,9.0,40.2,5588.88,8707.58,19.07,0.0,4.77,100,2780.0,560.77,35.7,235.972
MFG-LINE-PLT-003-03,PLT-003,WC-005,SHF-PLT-003-20230206-1,2023-02-06,1,434.2,PRD-2023-SKU-06339,electronics_pcb,WO-2023-88449,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.25,0.612,10.88,15.63,12.16,13.26,0.05,WC-003,12.63,93.75,WC-001,0.0,2712,1527,1526,1,0,1,293.69,375.0,0.7832,99.9583,1527,0.5,1,-43.69,70.29,434.2,355.2,0.8181,0.6879,0.9993,0.5623,16.95,30.15,79.0,692.8,1,idling_minor_stops,average,performance_loss,43.2,1,79.0,0.0,6,72.4,13.2,21.0,no,15.9,43.2,19.8,0.0,0.0,0.0,no,corrective,16.8,5.7,4,3,69.5,semi_skilled,3.8,0.0,no,yes,23.3,SUP-160,417.0,4.84,1.11,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9583,99.7335,862.2,0.565,224.5,66.0,,8.6,362.1,1386.19,2202.44,4.98,0.0,1.25,150,11850.0,2371.25,67.9,7.3349
MFG-LINE-PLT-002-04,PLT-002,WC-046,SHF-PLT-002-20230324-2,2023-03-24,2,451.5,PRD-2023-SKU-08972,electronics_pcb,WO-2023-27209,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.133,4.085,17.58,38.11,19.36,25.87,0.213,WC-006,22.75,99.9,WC-002,0.0,1892,1033,1017,16,7,9,188.0,255.32,0.7363,98.5063,1040,0.1,0,-45.4,45.05,451.5,329.7,0.7302,0.7364,0.9845,0.5294,16.6,31.35,121.8,369.8,16,equipment_failure,average,availability_loss,0.0,0,121.8,0.0,5,90.3,24.4,48.9,yes,51.0,16.3,5.6,0.0,0.0,48.9,no,preventive,15.6,5.8,4,3,81.7,semi_skilled,9.3,0.0,no,no,80.0,SUP-138,14937.0,3.67,0.72,0.78,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,98.5063,98.0727,1136.0,1.117,258.8,139.0,,7.2,477.1,851.16,1863.28,13.36,93.52,30.06,150,18270.0,3777.58,28.9,16.2393
MFG-LINE-PLT-007-02,PLT-007,WC-017,SHF-PLT-007-20210324-1,2021-03-24,1,442.0,PRD-2021-SKU-08483,industrial_machinery,WO-2021-72435,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,241.199,28.944,210.84,532.86,249.22,288.96,0.12,WC-001,259.1,97.66,WC-002,225.66,114,91,90,1,0,1,14.84,15.54,0.955,99.8714,91,1.0,3,-20.18,12.22,442.0,367.9,0.8323,0.9549,0.989,0.7861,24.13,30.69,74.1,4.3,1,setup_adjustment,good,availability_loss,0.0,0,74.1,0.0,5,88.4,14.8,22.2,no,0.0,34.4,11.1,0.0,9.6,18.9,no,preventive,32.8,5.4,2,1,70.1,expert,6.6,0.0,no,no,87.7,SUP-155,1286.0,4.51,1.0,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8714,97.0332,268.9,2.988,57.8,25.9,,8.0,112.9,295.15,444.73,29.21,0.0,7.3,100,7410.0,1489.3,64.1,37.7554
MFG-LINE-PLT-002-02,PLT-002,WC-027,SHF-PLT-002-20200714-2,2020-07-14,2,477.4,PRD-2020-SKU-04776,electronics_pcb,WO-2020-05174,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,21.445,0.643,18.7,37.72,21.45,22.51,0.03,WC-010,22.23,94.23,WC-002,0.0,2236,1335,1334,1,0,1,167.79,281.25,0.5966,99.9324,1335,3.1,9,-40.3,10.48,477.4,477.4,1.0,0.5966,0.9993,0.5962,19.76,33.15,0.0,902.7,1,reduced_speed,average,performance_loss,0.0,0,0.0,0.0,0,477.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.8,17,16,81.4,trainee,0.7,0.0,no,yes,53.8,SUP-072,676.0,4.7,1.07,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9324,97.4136,1296.6,0.972,315.8,122.2,,7.6,544.6,7368.97,7418.14,8.52,0.0,2.13,150,0.0,2.13,39.0,19.6112
MFG-LINE-PLT-005-04,PLT-005,WC-049,SHF-PLT-005-20210920-1,2021-09-20,1,420.7,PRD-2021-SKU-01868,automotive_body,WO-2021-50313,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,47.717,5.726,40.9,90.9,45.01,57.16,0.12,WC-001,47.36,90.23,WC-003,0.0,541,380,379,1,0,1,75.42,77.25,0.9763,99.9815,380,1.8,7,-29.76,54.05,420.7,302.3,0.7186,0.9763,0.9974,0.6997,20.44,29.22,118.4,9.2,1,equipment_failure,average,availability_loss,0.0,0,118.4,0.0,4,105.2,29.6,53.7,yes,108.8,0.0,9.6,0.0,0.0,0.0,no,preventive,15.6,7.0,1,1,83.1,expert,12.4,0.0,yes,yes,28.1,SUP-053,185.0,5.06,1.19,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9815,97.0295,901.3,2.378,245.6,54.0,18.0,8.1,378.5,454.6,383.03,55.12,0.0,13.78,200,23680.0,4749.78,27.7,57.4755
MFG-LINE-PLT-002-02,PLT-002,WC-020,SHF-PLT-002-20210314-2,2021-03-14,2,435.7,PRD-2021-SKU-07763,electronics_pcb,WO-2021-72642,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.864,0.416,11.79,29.04,13.96,14.55,0.03,WC-008,14.28,93.61,WC-002,0.0,2041,1725,1724,1,0,1,259.55,281.25,0.9228,99.9889,1725,0.3,0,-15.48,237.43,407.8,370.9,0.9095,0.9923,0.9994,0.902,25.54,28.32,36.9,13.4,1,equipment_failure,world_class,availability_loss,0.0,0,36.9,27.9,3,145.2,12.3,19.0,no,19.0,17.9,0.0,0.0,0.0,0.0,yes,preventive,2.0,8.0,1,1,64.8,expert,4.2,0.0,no,no,61.0,SUP-081,111.0,5.19,1.23,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9889,98.7586,1317.1,0.764,324.7,115.7,,8.1,553.2,429.86,454.82,3.58,0.0,0.9,150,5535.0,1107.9,27.4,4.0952
MFG-LINE-PLT-005-03,PLT-005,WC-029,SHF-PLT-005-20200513-3,2020-05-13,3,475.2,PRD-2020-SKU-02063,automotive_body,WO-2020-88666,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,71.89,3.594,61.79,97.6,72.56,77.82,0.05,WC-002,72.07,91.14,WC-001,8.29,503,285,284,1,0,1,50.0,63.6,0.7862,99.9818,285,6.5,21,-43.34,1.89,433.5,300.3,0.6927,0.8953,0.9965,0.618,18.6,30.1,133.2,33.3,1,setup_adjustment,average,availability_loss,0.0,0,133.2,41.7,6,79.2,22.2,32.8,yes,0.0,105.7,0.0,0.0,14.0,13.5,yes,corrective,32.9,4.6,23,19,94.8,skilled,15.4,0.0,no,no,35.8,SUP-134,182.0,5.06,1.19,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9818,98.8208,662.6,2.333,147.1,41.2,13.3,8.1,278.3,2980.91,5763.27,42.17,0.0,10.54,200,26640.0,5338.54,59.2,73.1079
MFG-LINE-PLT-004-06,PLT-004,WC-044,SHF-PLT-004-20230409-1,2023-04-09,1,463.7,PRD-2023-SKU-04747,industrial_machinery,WO-2023-70356,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,178.544,21.425,156.72,532.11,186.14,213.9,0.12,WC-001,189.84,96.66,WC-002,146.57,246,118,117,1,0,1,20.1,31.97,0.6287,99.6143,118,1.1,2,-52.03,2.16,463.7,352.3,0.7598,0.6286,0.9915,0.4735,15.25,32.2,111.4,69.7,1,idling_minor_stops,poor,performance_loss,0.0,0,111.4,0.0,6,77.3,18.6,47.9,yes,57.4,11.8,30.9,0.0,11.2,0.0,no,predictive,6.6,7.2,9,7,74.2,trainee,11.5,0.0,no,no,34.3,SUP-001,3857.0,4.16,0.89,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6143,99.232,301.4,2.576,61.3,27.9,,8.3,126.6,1726.2,2615.48,27.44,0.0,6.86,100,11140.0,2234.86,65.2,64.7829
MFG-LINE-PLT-004-07,PLT-004,WC-004,SHF-PLT-004-20220207-1,2022-02-07,1,479.2,PRD-2022-SKU-09910,industrial_machinery,WO-2022-62904,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,209.735,10.487,191.17,304.84,205.49,227.04,0.05,WC-005,215.08,93.23,WC-002,191.69,144,122,121,1,0,1,17.09,18.05,0.9468,99.9397,122,0.2,0,-15.28,0.89,479.2,428.4,0.894,0.9463,0.9918,0.8391,27.93,33.28,50.8,6.9,1,equipment_failure,good,availability_loss,0.0,0,50.8,0.0,2,239.6,25.4,44.0,yes,44.0,0.0,0.0,6.9,0.0,0.0,no,predictive,22.9,6.8,18,17,66.2,expert,4.0,0.0,no,yes,15.2,SUP-133,603.0,4.74,1.08,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9397,99.6081,383.4,3.169,85.4,22.1,,7.9,161.0,5276.34,12637.82,119.86,0.0,29.96,100,5080.0,1045.96,56.4,268.9015
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20221031-1,2022-10-31,1,433.4,PRD-2022-SKU-02341,electronics_pcb,WO-2022-82257,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.875,2.655,13.02,26.97,14.96,19.26,0.178,WC-005,16.06,98.18,WC-002,0.0,1842,1326,1324,2,1,1,241.95,255.32,0.9476,99.8906,1327,0.7,2,-28.01,16.66,433.4,406.6,0.9382,0.7663,0.9985,0.7179,21.61,30.1,26.8,404.4,2,idling_minor_stops,good,performance_loss,77.8,2,26.8,0.0,3,144.5,8.9,19.1,no,0.0,19.1,0.0,3.3,4.5,0.0,no,corrective,15.6,6.6,12,11,80.3,multi_skilled,1.3,0.0,no,no,49.8,SUP-115,1094.0,4.56,1.02,1.13,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8906,97.6398,1069.8,0.808,193.7,56.1,,8.0,449.3,4402.38,9844.68,4.09,4.09,1.02,150,4020.0,809.11,49.6,14.8568
MFG-LINE-PLT-009-01,PLT-009,WC-002,SHF-PLT-009-20210316-3,2021-03-16,3,436.7,PRD-2021-SKU-06000,automotive_body,WO-2021-45563,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,73.27,8.792,67.11,196.55,72.43,87.78,0.12,WC-008,79.25,98.33,WC-002,15.95,417,334,333,1,0,1,49.07,57.32,0.8561,99.9661,334,0.3,1,-19.9,4.16,436.7,408.4,0.9352,0.8561,0.997,0.7982,24.2,30.32,28.3,56.1,1,reduced_speed,good,performance_loss,0.0,0,28.3,0.0,1,436.7,28.3,28.3,no,28.3,0.0,0.0,0.0,0.0,0.0,no,corrective,28.2,5.0,12,11,64.2,expert,3.0,0.0,no,no,87.5,SUP-190,339.0,4.9,1.13,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9661,97.4505,916.1,2.751,164.8,103.4,18.3,7.8,384.8,4419.85,7515.27,19.8,0.0,4.95,200,5660.0,1136.95,32.9,55.7007
MFG-LINE-PLT-003-04,PLT-003,WC-023,SHF-PLT-003-20240206-3,2024-02-06,3,447.9,PRD-2024-SKU-06591,electronics_pcb,WO-2024-99474,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.425,1.571,28.59,68.22,30.88,34.02,0.05,WC-003,32.51,94.05,WC-004,0.0,991,774,773,1,0,1,114.51,132.84,0.862,99.9452,774,0.7,1,-21.9,14.79,447.9,405.5,0.9053,0.862,0.9987,0.7794,24.24,31.11,42.4,123.9,1,reduced_speed,good,performance_loss,0.0,0,42.4,0.0,4,112.0,10.6,13.6,no,13.6,0.0,9.3,7.8,11.8,0.0,no,corrective,11.0,7.4,9,7,63.1,multi_skilled,17.6,0.0,no,no,79.2,SUP-153,548.0,4.76,1.09,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9452,97.2878,510.2,0.66,133.0,38.0,,8.3,214.3,2678.44,6086.24,8.78,0.0,2.19,150,6360.0,1274.19,29.1,20.1299
MFG-LINE-PLT-002-02,PLT-002,WC-041,SHF-PLT-002-20240406-2,2024-04-06,2,440.4,PRD-2024-SKU-04920,electronics_pcb,WO-2024-96143,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.978,0.449,12.75,25.5,15.3,15.72,0.03,WC-003,15.48,93.99,WC-009,0.0,2064,1764,1763,1,0,1,240.32,281.25,0.8545,99.985,1764,1.4,4,-14.53,10.92,440.4,440.4,1.0,0.8545,0.9994,0.854,26.12,30.58,0.0,300.4,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,440.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,7.6,23,22,61.9,skilled,3.0,0.4,no,no,54.6,SUP-030,150.0,5.12,1.21,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.985,99.1125,1852.9,1.051,461.4,97.4,,7.4,778.2,3138.05,2762.63,9.32,0.0,2.33,150,0.0,2.33,32.5,12.6722
MFG-LINE-PLT-004-06,PLT-004,WC-032,SHF-PLT-004-20200324-3,2020-03-24,3,455.4,PRD-2020-SKU-02077,industrial_machinery,WO-2020-17376,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,160.851,19.302,138.21,367.86,150.74,192.7,0.12,WC-002,152.17,86.0,WC-001,128.88,241,151,150,1,0,1,22.29,31.97,0.6972,99.6867,151,0.3,0,-37.34,1.98,455.4,406.4,0.8924,0.6973,0.9934,0.6182,19.55,31.62,49.0,65.5,1,reduced_speed,average,performance_loss,0.0,0,49.0,0.0,2,227.7,24.5,37.8,yes,0.0,37.8,11.2,0.0,0.0,0.0,no,preventive,6.6,6.0,14,10,72.9,semi_skilled,22.4,1.9,no,no,28.1,SUP-141,3133.0,4.23,0.91,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6867,97.4622,571.6,3.811,112.8,56.1,,7.5,240.1,2348.35,3821.82,81.33,0.0,20.33,100,4900.0,1000.33,49.2,123.0067
MFG-LINE-PLT-002-02,PLT-002,WC-025,SHF-PLT-002-20210304-1,2021-03-04,1,428.5,PRD-2021-SKU-07814,electronics_pcb,WO-2021-00213,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.27,0.488,13.84,30.39,16.0,17.08,0.03,WC-003,16.62,92.89,WC-002,0.0,2007,1525,1524,1,0,1,221.23,281.25,0.7866,99.9572,1525,0.2,0,-24.02,10.67,428.5,413.6,0.9652,0.7866,0.9993,0.7587,22.58,29.76,14.9,413.7,1,idling_minor_stops,good,performance_loss,0.0,0,14.9,0.0,1,428.5,14.9,14.9,no,0.0,0.0,14.9,0.0,0.0,0.0,no,emergency,2.0,7.8,21,20,86.0,semi_skilled,1.7,0.0,no,no,86.5,SUP-020,428.0,4.83,1.11,1.25,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9572,99.8884,1545.3,1.014,285.4,198.6,,7.5,649.0,3865.16,6776.33,6.26,0.0,1.56,150,2235.0,448.56,59.7,13.2467
MFG-LINE-PLT-004-02,PLT-004,WC-016,SHF-PLT-004-20221028-1,2022-10-28,1,428.6,PRD-2022-SKU-01438,industrial_machinery,WO-2022-54440,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,259.405,49.027,233.34,479.84,249.8,340.3,0.189,WC-002,272.9,95.64,WC-001,243.4,113,76,75,1,0,1,13.72,16.0,0.8575,99.7107,76,1.3,5,-32.74,0.5,428.6,332.4,0.7756,0.8573,0.9868,0.6561,19.53,29.77,96.2,12.7,1,setup_adjustment,average,availability_loss,0.0,0,96.2,0.0,6,71.4,16.0,33.8,yes,50.0,17.8,0.0,28.4,0.0,0.0,no,preventive,6.1,5.9,24,21,62.3,skilled,9.7,0.0,no,no,16.5,SUP-068,2893.0,4.26,0.92,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7107,96.7803,231.7,3.089,58.8,16.5,,7.9,97.3,7646.72,17912.29,28.45,0.0,7.11,100,9620.0,1931.11,68.6,369.6161
MFG-LINE-PLT-006-01,PLT-006,WC-041,SHF-PLT-006-20220901-1,2022-09-01,1,473.9,PRD-2022-SKU-06062,food_beverage,WO-2022-57282,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.671,3.2,24.58,57.95,27.84,31.95,0.12,WC-001,29.02,98.9,WC-008,0.0,1154,376,375,1,0,1,134.7,146.34,0.9205,99.9145,376,2.1,4,-67.42,4.32,473.9,256.0,0.5402,0.6021,0.9973,0.3244,10.68,32.91,217.9,248.5,1,equipment_failure,poor,availability_loss,88.5,3,217.9,0.0,3,158.0,72.6,151.9,yes,206.2,0.0,11.7,0.0,0.0,0.0,no,preventive,33.4,4.5,12,11,63.8,multi_skilled,4.9,0.0,no,no,66.9,SUP-117,855.0,4.64,1.05,1.07,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.9145,97.5174,143.2,0.382,36.2,9.8,,8.1,60.1,5084.93,9702.02,7.13,0.0,1.78,80,17432.0,3488.18,40.6,46.5809
MFG-LINE-PLT-004-07,PLT-004,WC-021,SHF-PLT-004-20230820-3,2023-08-20,3,452.1,PRD-2023-SKU-08681,industrial_machinery,WO-2023-42194,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,226.345,11.317,203.42,298.52,229.39,245.02,0.05,WC-002,224.88,90.32,WC-003,208.29,135,109,108,1,0,1,15.87,18.05,0.8792,99.9216,109,0.9,2,-19.26,3.58,452.1,412.0,0.9113,0.8793,0.9908,0.7939,24.92,31.39,40.1,15.0,1,idling_minor_stops,good,performance_loss,0.0,0,40.1,0.0,3,150.7,13.4,17.3,no,0.0,0.0,40.1,0.0,0.0,0.0,no,preventive,22.9,6.9,5,4,81.9,expert,5.2,0.0,no,no,88.8,SUP-109,784.0,4.66,1.05,1.06,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9216,98.4295,344.6,3.191,85.0,33.2,,7.9,144.7,1456.8,1598.99,53.58,0.0,13.39,100,4010.0,815.39,63.6,82.3705
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20220728-2,2022-07-28,2,448.1,PRD-2022-SKU-08308,industrial_machinery,WO-2022-53750,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,206.352,6.191,184.45,421.54,209.68,216.57,0.03,WC-009,212.97,93.83,WC-003,185.19,157,117,116,1,0,1,17.41,21.16,0.8228,99.935,117,2.4,7,-25.48,1.19,448.1,403.3,0.9,0.8225,0.9915,0.734,22.84,31.12,44.8,25.2,1,reduced_speed,good,performance_loss,0.0,0,44.8,0.0,4,112.0,11.2,19.2,no,9.0,11.5,24.3,0.0,0.0,0.0,no,predictive,27.1,6.0,14,13,62.1,skilled,6.1,0.0,no,no,26.6,SUP-072,650.0,4.72,1.07,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.935,97.0135,303.2,2.614,71.1,42.3,,8.3,127.3,2980.39,6172.02,50.42,0.0,12.61,100,4480.0,908.61,43.2,129.7547
MFG-LINE-PLT-003-01,PLT-003,WC-034,SHF-PLT-003-20241008-3,2024-10-08,3,453.6,PRD-2024-SKU-06591,electronics_pcb,WO-2024-64102,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.601,1.23,22.31,66.65,24.91,26.63,0.05,WC-009,24.81,91.69,WC-002,0.0,1326,690,689,1,0,1,146.19,175.61,0.8325,99.9489,690,1.1,2,-47.96,7.01,453.6,319.7,0.7048,0.7374,0.9986,0.519,16.35,31.5,133.9,245.7,1,equipment_failure,average,availability_loss,36.5,1,133.9,0.0,5,90.7,26.8,66.6,yes,97.7,8.9,0.0,4.1,0.0,23.1,no,preventive,24.0,5.4,15,13,63.9,multi_skilled,10.8,0.0,no,no,18.7,SUP-062,511.0,4.78,1.09,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9489,97.7669,755.8,1.097,156.3,56.1,,7.3,317.4,5919.61,5265.73,10.63,0.0,2.66,150,20085.0,4019.66,43.3,26.8796
MFG-LINE-PLT-004-05,PLT-004,WC-026,SHF-PLT-004-20240818-3,2024-08-18,3,456.8,PRD-2024-SKU-07192,industrial_machinery,WO-2024-83056,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,176.757,8.838,158.17,425.63,179.48,191.34,0.05,WC-007,183.37,94.31,WC-001,152.97,180,129,128,1,0,1,20.32,23.79,0.8541,99.9174,129,1.8,6,-28.33,1.12,456.8,445.6,0.9755,0.7301,0.9922,0.7067,22.42,31.72,11.2,47.7,1,idling_minor_stops,good,performance_loss,64.6,3,11.2,0.0,1,456.8,11.2,11.2,no,0.0,11.2,0.0,0.0,0.0,0.0,no,predictive,3.8,5.2,18,15,92.7,expert,11.5,0.0,no,no,55.6,SUP-191,826.0,4.65,1.05,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9174,98.3873,505.1,3.946,107.6,42.0,,7.4,212.1,5862.99,14146.5,34.77,0.0,8.69,100,1120.0,232.69,42.4,191.3658
MFG-LINE-PLT-004-07,PLT-004,WC-049,SHF-PLT-004-20230113-2,2023-01-13,2,464.0,PRD-2023-SKU-02493,industrial_machinery,WO-2023-93212,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,277.898,13.895,247.61,344.74,273.22,300.82,0.05,WC-001,284.12,92.94,WC-002,259.85,139,90,89,1,0,1,12.85,18.05,0.7119,99.8379,90,1.7,4,-35.25,2.88,464.0,432.1,0.9313,0.6921,0.9889,0.6374,20.54,32.23,31.9,40.0,1,reduced_speed,average,performance_loss,11.8,1,31.9,0.0,1,464.0,31.9,31.9,yes,0.0,0.0,0.0,0.0,0.0,31.9,no,corrective,22.9,4.8,5,4,80.9,semi_skilled,2.5,0.0,no,no,18.7,SUP-060,1621.0,4.44,0.98,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8379,97.5889,167.8,1.885,33.0,19.1,,8.7,70.5,588.73,1220.79,30.04,0.0,7.51,100,3190.0,645.51,42.7,50.7092
MFG-LINE-PLT-002-03,PLT-002,WC-018,SHF-PLT-002-20201120-1,2020-11-20,1,463.8,PRD-2020-SKU-05026,electronics_pcb,WO-2020-89000,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,57.083,2.854,50.7,97.24,56.7,61.79,0.05,WC-008,59.06,94.05,WC-004,0.0,636,351,350,1,0,1,63.03,82.38,0.7651,99.9319,351,1.7,4,-44.81,3.02,463.8,447.3,0.9644,0.5715,0.9972,0.5496,17.7,32.21,16.5,263.2,1,reduced_speed,average,performance_loss,113.2,3,16.5,0.0,1,463.8,16.5,16.5,no,0.0,16.5,0.0,0.0,0.0,0.0,no,corrective,13.3,5.1,17,15,69.2,semi_skilled,10.5,0.7,no,no,30.9,SUP-044,681.0,4.7,1.07,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9319,97.705,406.4,1.161,71.6,34.1,,7.1,170.7,7152.79,14149.1,14.29,0.0,3.57,150,2475.0,498.57,57.3,75.1934
MFG-LINE-PLT-005-05,PLT-005,WC-004,SHF-PLT-005-20211229-1,2021-12-29,1,436.4,PRD-2021-SKU-09955,automotive_body,WO-2021-63118,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,78.697,2.361,72.11,122.35,79.8,82.59,0.03,WC-003,78.58,90.77,WC-002,19.68,429,298,297,1,0,1,45.65,59.02,0.7735,99.98,298,0.2,0,-30.54,20.41,436.4,391.6,0.8974,0.7736,0.9966,0.6918,20.97,30.31,44.8,87.2,1,idling_minor_stops,average,performance_loss,0.0,0,44.8,0.0,3,145.5,14.9,21.9,no,21.9,0.0,19.4,0.0,3.4,0.0,no,emergency,23.7,5.1,3,2,75.7,semi_skilled,11.6,0.0,no,no,57.2,SUP-194,200.0,5.04,1.18,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.98,98.919,698.5,2.352,178.5,103.1,14.0,8.1,293.4,687.12,1420.03,70.22,0.0,17.55,200,8960.0,1809.55,39.0,77.5512
MFG-LINE-PLT-004-03,PLT-004,WC-040,SHF-PLT-004-20230828-1,2023-08-28,1,430.8,PRD-2023-SKU-09336,industrial_machinery,WO-2023-32287,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,214.029,10.701,185.94,580.54,211.54,231.69,0.05,WC-001,217.05,92.19,WC-004,186.94,194,120,119,1,0,1,16.71,27.09,0.6168,99.8524,120,2.6,9,-38.14,16.57,430.8,430.8,1.0,0.617,0.9917,0.6118,18.3,29.92,0.0,74.5,1,reduced_speed,average,performance_loss,0.0,0,0.0,0.0,0,430.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,22.2,7.0,2,1,61.9,trainee,12.3,0.0,no,no,66.1,SUP-059,1476.0,4.47,0.99,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8524,98.7411,233.1,1.959,45.8,33.1,,8.7,97.9,394.19,377.85,19.13,0.0,4.78,100,0.0,4.78,49.5,25.7785
MFG-LINE-PLT-006-01,PLT-006,WC-030,SHF-PLT-006-20231114-1,2023-11-14,1,456.0,PRD-2023-SKU-04882,food_beverage,WO-2023-25066,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.842,3.341,25.87,64.41,28.62,33.35,0.12,WC-006,31.0,99.9,WC-007,0.0,1111,914,913,1,0,1,129.21,146.34,0.8829,99.9055,914,1.5,5,-17.73,8.01,456.0,424.4,0.9307,0.8829,0.9989,0.8208,25.99,31.67,31.6,121.2,1,reduced_speed,good,performance_loss,0.0,0,31.6,0.0,3,152.0,10.5,13.0,no,0.0,13.0,0.0,0.0,0.0,18.6,no,predictive,33.4,5.4,16,15,79.5,skilled,3.4,0.7,no,no,14.1,SUP-089,945.0,4.61,1.04,1.06,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9055,99.0169,480.2,0.526,95.4,58.2,,7.4,201.7,5109.13,5056.45,6.32,0.0,1.58,80,2528.0,507.18,47.6,17.4612
MFG-LINE-PLT-004-05,PLT-004,WC-032,SHF-PLT-004-20200809-2,2020-08-09,2,478.9,PRD-2020-SKU-03954,industrial_machinery,WO-2020-94403,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,164.42,8.221,153.05,387.6,164.42,177.98,0.05,WC-008,168.24,93.02,WC-005,140.63,189,150,149,1,0,1,21.82,23.79,0.9172,99.9497,150,0.0,0,-20.63,6.22,478.9,453.9,0.9478,0.8334,0.9933,0.7846,26.09,33.25,25.0,30.0,1,reduced_speed,good,performance_loss,41.4,1,25.0,0.0,1,478.9,25.0,25.0,no,0.0,25.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.2,4,3,70.1,expert,14.8,0.0,no,no,88.3,SUP-033,503.0,4.79,1.1,1.2,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9497,98.5786,322.3,2.163,75.3,27.6,,8.6,135.4,879.35,2149.11,29.99,0.0,7.5,100,2500.0,507.5,27.9,50.5165
MFG-LINE-PLT-004-04,PLT-004,WC-002,SHF-PLT-004-20240423-2,2024-04-23,2,433.0,PRD-2024-SKU-04281,industrial_machinery,WO-2024-82700,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,330.172,58.936,302.79,737.8,341.76,427.42,0.178,WC-002,335.18,92.29,WC-001,317.74,89,76,75,1,0,1,10.76,12.43,0.8656,99.6768,76,0.8,3,-14.61,0.87,433.0,423.6,0.9783,0.8662,0.9868,0.8363,25.15,30.07,9.4,11.7,1,idling_minor_stops,good,performance_loss,0.0,0,9.4,0.0,1,433.0,9.4,9.4,no,0.0,0.0,9.4,0.0,0.0,0.0,no,corrective,24.6,5.1,13,12,84.3,multi_skilled,2.6,1.7,no,no,19.9,SUP-135,3232.0,4.22,0.91,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6768,97.6015,336.9,4.492,91.1,18.4,,7.0,141.5,3831.78,5936.74,47.68,0.0,11.92,100,940.0,199.92,35.2,178.5627
MFG-LINE-PLT-001-01,PLT-001,WC-038,SHF-PLT-001-20200612-2,2020-06-12,2,424.8,PRD-2020-SKU-05797,pharmaceutical,WO-2020-17090,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.417,0.733,21.47,43.72,24.33,25.63,0.03,WC-005,25.01,93.11,WC-006,0.0,1249,676,675,1,0,1,147.4,176.47,0.8353,99.99,676,1.4,5,-45.88,5.3,424.8,337.1,0.7935,0.6819,0.9985,0.5403,15.94,29.5,87.7,315.4,1,reduced_speed,average,performance_loss,61.9,3,87.7,0.0,3,141.6,29.2,44.0,yes,79.0,0.0,8.8,0.0,0.0,0.0,no,corrective,26.8,5.3,22,18,83.7,skilled,14.0,0.0,no,no,33.2,SUP-136,38.0,5.46,1.32,1.44,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.3676,1533.6,2.272,355.9,210.6,,7.0,644.1,5516.51,5893.54,25.44,0.0,6.36,300,26310.0,5268.36,62.2,42.3815
MFG-LINE-PLT-004-05,PLT-004,WC-039,SHF-PLT-004-20241221-3,2024-12-21,3,469.0,PRD-2024-SKU-04744,industrial_machinery,WO-2024-70106,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,173.224,8.661,160.29,370.84,176.07,187.51,0.05,WC-001,184.13,96.63,WC-002,149.43,185,134,133,1,0,1,20.69,23.79,0.8697,99.9019,134,2.3,6,-27.57,1.42,469.0,388.6,0.8286,0.8695,0.9925,0.7151,23.29,32.57,80.4,20.1,1,equipment_failure,good,availability_loss,0.0,0,80.4,0.0,4,117.3,20.1,28.8,no,47.5,23.7,9.3,0.0,0.0,0.0,no,predictive,3.8,7.8,13,12,83.2,expert,3.4,0.0,no,no,31.8,SUP-102,981.0,4.6,1.03,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9019,99.6075,382.6,2.877,77.0,34.2,,8.1,160.7,5007.01,8987.69,19.27,0.0,4.82,100,8040.0,1612.82,70.3,124.6382
MFG-LINE-PLT-001-02,PLT-001,WC-049,SHF-PLT-001-20200223-2,2020-02-23,2,458.2,PRD-2020-SKU-04996,pharmaceutical,WO-2020-39311,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,68.167,14.554,62.28,107.72,64.3,92.18,0.213,WC-005,72.61,96.83,WC-002,0.0,540,302,301,1,0,1,52.65,70.87,0.7429,99.8877,302,1.5,4,-44.07,3.94,458.2,344.2,0.7512,0.743,0.9967,0.5563,17.7,31.82,114.0,104.5,1,reduced_speed,average,performance_loss,0.0,0,114.0,0.0,4,114.5,28.5,35.4,yes,99.9,0.0,0.0,0.0,14.1,0.0,no,corrective,22.7,6.3,11,10,85.4,semi_skilled,9.0,0.0,no,no,42.5,SUP-042,1123.0,4.56,1.02,1.04,contamination,labelling,100pct_manual,no,no,no,no,99.8877,96.9831,519.8,1.727,106.1,46.6,,7.7,218.3,2630.43,6013.11,37.44,0.0,9.36,300,34200.0,6849.36,61.0,66.2805
MFG-LINE-PLT-007-02,PLT-007,WC-026,SHF-PLT-007-20200605-3,2020-06-05,3,469.5,PRD-2020-SKU-08975,industrial_machinery,WO-2020-72158,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,325.592,39.071,279.27,754.31,321.06,390.06,0.12,WC-002,328.91,91.83,WC-001,310.05,121,67,66,1,0,1,10.91,15.54,0.7021,99.6641,67,1.0,2,-44.63,0.77,469.5,390.3,0.8313,0.6626,0.9851,0.5426,17.69,32.61,79.2,34.1,1,idling_minor_stops,average,performance_loss,22.0,1,79.2,0.0,5,93.9,15.8,34.4,yes,34.4,16.5,0.0,15.9,0.0,12.4,no,corrective,32.8,5.6,14,11,80.1,semi_skilled,20.4,0.0,no,no,43.9,SUP-134,3359.0,4.21,0.9,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6641,99.0971,199.7,3.025,41.6,17.1,,8.0,83.9,4427.61,10339.2,42.63,0.0,10.66,100,7920.0,1594.66,42.9,267.0155
MFG-LINE-PLT-005-05,PLT-005,WC-042,SHF-PLT-005-20230709-1,2023-07-09,1,440.2,PRD-2023-SKU-06501,automotive_body,WO-2023-90033,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,65.188,1.956,59.88,103.91,65.93,68.42,0.03,WC-001,65.72,91.66,WC-002,6.17,432,274,273,1,0,1,55.09,59.02,0.9334,99.99,274,0.2,0,-36.57,2.86,440.2,372.9,0.8471,0.747,0.9964,0.6305,19.28,30.57,67.3,92.8,1,idling_minor_stops,average,performance_loss,74.5,2,67.3,0.0,3,146.7,22.4,43.2,yes,43.2,14.4,0.0,9.7,0.0,0.0,no,emergency,23.7,5.0,14,13,89.6,expert,3.7,0.0,no,no,37.6,SUP-036,69.0,5.31,1.27,1.44,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.4264,958.0,3.509,245.1,118.6,19.2,7.2,402.4,3785.87,8931.38,47.86,0.0,11.96,200,13460.0,2703.96,63.2,94.6186
MFG-LINE-PLT-006-01,PLT-006,WC-003,SHF-PLT-006-20210805-3,2021-08-05,3,450.2,PRD-2021-SKU-09246,food_beverage,WO-2021-65764,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.341,3.761,29.34,85.23,29.96,37.55,0.12,WC-008,33.29,96.57,WC-001,0.0,1095,861,859,2,0,2,114.75,146.34,0.7841,99.7997,861,2.8,9,-21.37,9.54,450.2,450.2,1.0,0.7841,0.9977,0.7823,24.46,31.26,0.0,237.1,2,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,450.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,33.4,4.7,13,12,90.4,skilled,5.1,0.0,yes,no,10.9,SUP-156,2003.0,4.38,0.96,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7997,97.6824,313.5,0.365,82.6,35.9,,8.2,131.7,2199.21,3166.31,1.32,0.0,0.66,80,0.0,0.66,37.1,7.5693
MFG-LINE-PLT-005-02,PLT-005,WC-032,SHF-PLT-005-20231219-1,2023-12-19,1,460.2,PRD-2023-SKU-05436,automotive_body,WO-2023-90649,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.007,4.241,50.17,100.48,52.78,60.0,0.08,WC-001,57.99,99.45,WC-002,0.0,581,520,519,1,0,1,67.79,75.79,0.8944,99.9785,520,0.5,1,-10.5,4.23,460.2,460.2,1.0,0.8945,0.9981,0.8928,28.53,31.96,0.0,61.3,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,460.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,6.3,18,16,74.7,skilled,6.7,1.8,no,no,26.2,SUP-087,215.0,5.02,1.17,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9785,98.8497,1334.9,2.572,335.6,92.2,26.7,7.9,560.7,6363.05,9436.27,51.7,0.0,12.93,200,0.0,12.93,60.7,82.2415
MFG-LINE-PLT-003-03,PLT-003,WC-049,SHF-PLT-003-20211216-1,2021-12-16,1,453.4,PRD-2021-SKU-06824,electronics_pcb,WO-2021-86709,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.783,0.539,9.81,22.84,10.92,11.67,0.05,WC-003,11.02,92.89,WC-001,0.0,2833,1844,1843,1,0,1,333.71,375.0,0.8899,99.9659,1844,0.4,1,-34.91,12.84,453.4,361.4,0.7971,0.8163,0.9995,0.6503,20.48,31.49,92.0,415.0,1,equipment_failure,average,availability_loss,29.9,3,92.0,0.0,8,56.7,11.5,22.6,no,56.6,9.4,15.0,6.4,4.6,0.0,no,preventive,16.8,6.8,21,19,88.0,skilled,6.7,1.7,no,no,26.8,SUP-140,341.0,4.9,1.13,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9659,97.1292,1223.8,0.664,219.0,179.2,,8.3,514.0,4759.42,6000.9,27.37,0.0,6.84,150,13800.0,2766.84,69.3,33.2233
MFG-LINE-PLT-005-01,PLT-005,WC-013,SHF-PLT-005-20230203-2,2023-02-03,2,430.4,PRD-2023-SKU-08018,automotive_body,WO-2023-39162,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.6,4.992,37.75,50.43,39.84,49.84,0.12,WC-004,48.74,99.9,WC-002,0.0,750,571,570,1,0,1,86.5,104.65,0.8266,99.9635,571,0.4,1,-23.87,3.61,390.8,356.5,0.9122,0.9184,0.9982,0.8363,22.69,27.14,34.3,50.7,1,setup_adjustment,good,availability_loss,0.0,0,34.3,39.6,3,143.5,11.4,12.6,no,12.6,10.6,11.1,0.0,0.0,0.0,yes,corrective,20.8,6.2,23,22,78.1,skilled,2.0,0.0,no,no,49.0,SUP-049,365.0,4.88,1.13,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9635,99.8616,1405.6,2.466,383.2,103.2,28.1,8.0,590.4,6252.02,10187.19,21.88,0.0,5.47,200,6860.0,1377.47,64.2,50.7591
MFG-LINE-PLT-002-01,PLT-002,WC-024,SHF-PLT-002-20230529-1,2023-05-29,1,437.8,PRD-2023-SKU-05400,electronics_pcb,WO-2023-89705,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,61.245,3.062,56.09,101.17,60.87,66.3,0.05,WC-002,61.52,91.32,WC-001,0.0,688,368,367,1,0,1,58.66,94.49,0.6208,99.9212,368,1.1,2,-46.51,3.87,437.8,406.7,0.929,0.5746,0.9973,0.5323,16.18,30.4,31.1,272.5,1,reduced_speed,average,performance_loss,30.3,1,31.1,0.0,4,109.4,7.8,12.4,no,0.0,17.2,10.6,0.0,3.4,0.0,no,preventive,26.7,6.9,14,13,82.6,trainee,3.8,0.0,no,no,37.3,SUP-131,788.0,4.66,1.05,1.09,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9212,98.9807,249.6,0.68,62.0,19.4,,8.3,104.8,2801.21,4341.62,6.83,0.0,1.71,150,4665.0,934.71,46.3,26.3114
MFG-LINE-PLT-004-01,PLT-004,WC-036,SHF-PLT-004-20200923-3,2020-09-23,3,437.4,PRD-2020-SKU-08833,industrial_machinery,WO-2020-92372,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,246.062,12.303,229.45,696.61,246.32,266.36,0.05,WC-004,268.66,99.26,WC-009,228.87,125,80,79,1,0,1,14.61,17.19,0.8499,99.937,80,0.1,0,-36.0,3.61,437.4,328.5,0.751,0.8499,0.9875,0.6303,19.15,30.38,108.9,14.1,1,equipment_failure,average,availability_loss,0.0,0,108.9,0.0,3,145.8,36.3,81.6,yes,0.0,27.3,0.0,0.0,0.0,81.6,no,corrective,28.6,5.1,4,3,73.5,expert,16.7,0.1,no,no,52.5,SUP-061,630.0,4.72,1.07,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.937,97.5074,308.7,3.907,82.4,33.2,,7.4,129.7,901.17,1804.04,18.96,0.0,4.74,100,10890.0,2182.74,54.9,53.4432
MFG-LINE-PLT-010-04,PLT-010,WC-046,SHF-PLT-010-20220803-3,2022-08-03,3,440.9,PRD-2022-SKU-06923,industrial_machinery,WO-2022-31603,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,370.766,44.492,329.65,968.13,346.7,444.18,0.12,WC-001,378.88,92.9,WC-003,357.15,99,53,52,1,0,1,9.61,13.62,0.7056,99.6451,53,0.6,2,-46.46,1.77,440.9,330.9,0.7505,0.7055,0.9811,0.5195,15.91,30.62,110.0,22.1,1,reduced_speed,average,performance_loss,0.0,0,110.0,0.0,4,110.2,27.5,49.6,yes,75.1,34.9,0.0,0.0,0.0,0.0,no,corrective,14.7,7.3,5,4,61.5,semi_skilled,4.0,0.0,no,no,22.9,SUP-184,3549.0,4.19,0.9,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6451,98.563,173.6,3.338,31.8,22.9,,7.8,72.9,1836.32,2031.62,35.76,0.0,8.94,100,11000.0,2208.94,50.1,110.8312
MFG-LINE-PLT-006-02,PLT-006,WC-019,SHF-PLT-006-20221022-2,2022-10-22,2,451.9,PRD-2022-SKU-01585,food_beverage,WO-2022-70698,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,11.279,1.354,9.65,21.43,11.97,13.51,0.12,WC-007,12.88,99.9,WC-018,0.0,4086,2163,2151,12,4,8,319.13,545.45,0.5851,99.4881,2167,5.3,15,-47.06,17.85,451.9,406.7,0.9,0.5851,0.9945,0.5236,16.43,31.38,45.2,1533.9,12,reduced_speed,average,performance_loss,0.0,0,45.2,0.0,4,113.0,11.3,17.4,no,8.8,27.3,0.0,9.0,0.0,0.0,no,preventive,15.5,6.2,17,16,61.9,trainee,3.2,0.0,no,no,63.7,SUP-060,5119.0,4.07,0.86,0.99,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.4881,97.4771,499.0,0.232,119.5,48.6,,8.8,209.6,2496.06,2124.93,4.46,17.84,8.92,80,3616.0,749.96,73.2,6.6332
MFG-LINE-PLT-004-06,PLT-004,WC-011,SHF-PLT-004-20211011-1,2021-10-11,1,431.0,PRD-2021-SKU-07584,industrial_machinery,WO-2021-26639,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,139.235,16.708,129.81,291.77,141.4,166.8,0.12,WC-003,154.42,99.9,WC-002,107.27,229,168,167,1,0,1,25.83,31.97,0.8079,99.747,168,1.6,5,-26.64,2.33,411.5,382.6,0.9298,0.8241,0.994,0.7617,21.76,28.57,28.9,35.9,1,idling_minor_stops,good,performance_loss,11.9,1,28.9,19.5,2,215.5,14.4,24.0,no,24.0,0.0,0.0,4.9,0.0,0.0,yes,preventive,6.6,7.8,11,10,78.5,semi_skilled,3.6,0.0,no,no,49.6,SUP-021,2530.0,4.3,0.93,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.747,98.6214,704.1,4.216,172.7,86.9,,7.2,295.7,2022.23,5036.05,27.84,0.0,6.96,100,2890.0,584.96,64.2,70.2719
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20240730-1,2024-07-30,1,448.6,PRD-2024-SKU-02257,electronics_pcb,WO-2024-08672,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.546,2.721,14.67,22.62,15.27,20.04,0.175,WC-005,16.93,99.02,WC-006,0.0,1907,458,457,1,0,1,231.39,255.32,0.9063,99.9292,458,0.3,0,-75.98,12.22,448.6,148.7,0.3314,0.7239,0.9978,0.2394,7.46,31.15,300.0,174.7,1,equipment_failure,poor,availability_loss,29.9,1,299.9429698572895,0.0,4,112.2,12.5,299.9429698572895,yes,0.0,0.0,32.9,12.2,5.0,0.0,no,preventive,15.6,3.4,6,5,83.6,expert,6.6,0.0,no,no,80.8,SUP-064,708.0,4.69,1.06,1.19,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,yes,yes,99.9292,97.5518,143.0,0.313,26.8,15.1,,9.2,60.1,2206.48,5237.63,3.64,0.0,0.91,150,44991.45,8999.2,53.5,19.937
MFG-LINE-PLT-002-01,PLT-002,WC-006,SHF-PLT-002-20220706-1,2022-07-06,1,435.2,PRD-2022-SKU-05057,electronics_pcb,WO-2022-90319,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,44.644,2.232,39.94,64.65,44.36,48.33,0.05,WC-002,44.36,90.33,WC-001,0.0,685,487,486,1,0,1,80.62,94.49,0.8532,99.959,487,0.1,0,-28.91,7.44,435.2,400.9,0.9212,0.7713,0.9979,0.709,21.43,30.23,34.3,144.4,1,idling_minor_stops,good,performance_loss,38.5,1,34.3,0.0,3,145.1,11.4,15.4,no,0.0,0.0,24.6,9.7,0.0,0.0,no,preventive,26.7,4.9,11,9,79.6,skilled,13.9,0.0,no,no,73.3,SUP-113,410.0,4.85,1.12,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.959,98.228,462.7,0.952,85.7,56.1,,7.6,194.3,3273.08,3478.79,12.95,0.0,3.24,150,5145.0,1032.24,42.4,26.8694
MFG-LINE-PLT-001-02,PLT-001,WC-025,SHF-PLT-001-20241211-1,2024-12-11,1,445.3,PRD-2024-SKU-09205,pharmaceutical,WO-2024-18342,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,67.03,14.311,58.55,139.32,70.88,90.64,0.213,WC-001,68.19,92.48,WC-003,0.0,525,339,338,1,0,1,53.63,70.87,0.7567,99.9473,339,1.1,3,-35.43,6.51,445.3,379.3,0.8518,0.7568,0.9971,0.6427,19.87,30.92,66.0,108.9,1,reduced_speed,average,performance_loss,0.0,0,66.0,0.0,5,89.1,13.2,30.7,yes,0.0,45.0,0.0,14.7,6.3,0.0,no,preventive,22.7,5.2,8,7,93.4,semi_skilled,9.7,0.0,no,no,20.6,SUP-076,527.0,4.78,1.09,1.19,contamination,labelling,100pct_manual,yes,no,no,no,99.9473,97.2411,161.2,0.477,35.6,16.9,,9.4,67.7,2035.96,2969.23,25.92,0.0,6.48,300,19800.0,3966.48,32.6,40.8049
MFG-LINE-PLT-005-03,PLT-005,WC-016,SHF-PLT-005-20240602-3,2024-06-02,3,439.8,PRD-2024-SKU-06948,automotive_body,WO-2024-25567,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,72.308,3.615,62.13,128.24,69.37,78.27,0.05,WC-002,75.59,95.04,WC-001,8.71,466,303,302,1,0,1,49.7,63.6,0.7814,99.9739,303,0.0,0,-34.98,1.79,439.8,365.8,0.8317,0.7814,0.9967,0.6478,19.78,30.54,74.0,84.8,1,idling_minor_stops,average,performance_loss,0.0,0,74.0,0.0,3,146.6,24.7,38.2,yes,38.2,0.0,0.0,0.0,16.1,19.8,no,preventive,32.9,5.5,24,23,76.4,skilled,1.4,0.0,no,no,55.0,SUP-110,261.0,4.97,1.16,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9739,97.8849,313.5,1.038,62.9,30.6,6.3,9.2,131.7,5448.69,5590.62,34.21,0.0,8.55,200,14800.0,2968.55,70.9,70.8773
MFG-LINE-PLT-006-02,PLT-006,WC-020,SHF-PLT-006-20230928-3,2023-09-28,3,461.1,PRD-2023-SKU-09794,food_beverage,WO-2023-06805,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.164,1.1,8.29,21.58,8.56,10.98,0.12,WC-014,10.33,99.9,WC-010,0.0,4183,2675,2669,6,2,4,392.8,545.45,0.7201,99.8046,2677,2.3,6,-36.05,115.77,461.1,408.6,0.8861,0.7201,0.9978,0.6367,20.39,32.02,52.5,1039.7,6,reduced_speed,average,performance_loss,0.0,0,52.5,0.0,4,115.3,13.1,21.9,no,21.9,13.4,0.0,11.0,6.2,0.0,no,corrective,15.5,7.0,4,3,71.0,semi_skilled,22.1,0.0,no,no,73.7,SUP-021,1954.0,4.39,0.96,0.97,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.8046,97.0184,1043.6,0.391,250.8,87.9,,8.0,438.3,1294.95,3153.06,7.24,14.48,7.24,80,4200.0,861.72,63.5,8.9228
MFG-LINE-PLT-004-02,PLT-004,WC-044,SHF-PLT-004-20240217-3,2024-02-17,3,452.2,PRD-2024-SKU-06945,industrial_machinery,WO-2024-04488,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,254.027,44.455,223.55,627.02,241.89,327.38,0.175,WC-002,311.38,99.9,WC-001,238.03,120,95,94,1,0,1,14.14,16.0,0.8838,99.8138,95,2.0,5,-20.83,0.73,452.2,442.3,0.9781,0.8054,0.9895,0.7795,24.48,31.4,9.9,23.0,1,idling_minor_stops,good,performance_loss,39.1,1,9.9,0.0,1,452.2,9.9,9.9,no,9.9,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,7.8,22,17,83.9,expert,20.6,0.0,no,no,40.8,SUP-022,1862.0,4.4,0.97,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8138,99.3565,223.3,2.376,45.6,27.7,,8.4,93.8,6808.15,11840.26,26.29,0.0,6.57,100,990.0,204.57,54.8,224.957
MFG-LINE-PLT-007-02,PLT-007,WC-020,SHF-PLT-007-20211102-1,2021-11-02,1,427.9,PRD-2021-SKU-02699,industrial_machinery,WO-2021-76890,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,250.192,30.023,217.95,433.78,255.23,299.73,0.12,WC-001,234.13,85.07,WC-002,234.65,110,97,96,1,0,1,14.37,15.54,0.9247,99.8409,97,0.2,0,-11.82,0.84,427.9,404.9,0.9462,0.9247,0.9897,0.866,25.73,29.72,23.0,7.9,1,idling_minor_stops,world_class,performance_loss,0.0,0,23.0,0.0,1,427.9,23.0,23.0,no,0.0,0.0,0.0,0.0,0.0,23.0,no,corrective,32.8,6.6,17,16,77.4,multi_skilled,4.0,0.7,no,no,70.7,SUP-194,1591.0,4.45,0.98,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8409,98.8945,243.4,2.535,58.5,24.2,,8.3,102.2,6023.44,5530.19,23.79,0.0,5.95,100,2300.0,465.95,41.4,144.3881
MFG-LINE-PLT-007-01,PLT-007,WC-034,SHF-PLT-007-20210814-2,2021-08-14,2,451.0,PRD-2021-SKU-07836,industrial_machinery,WO-2021-82264,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,295.795,8.874,257.16,644.16,291.84,310.44,0.03,WC-013,304.93,93.72,WC-003,274.63,158,57,56,1,0,1,11.96,21.16,0.5652,99.9202,57,3.6,7,-63.92,0.41,451.0,379.2,0.8408,0.4261,0.9825,0.352,11.03,31.32,71.8,76.8,1,idling_minor_stops,poor,performance_loss,93.4,3,71.8,0.0,5,90.2,14.4,28.6,no,27.7,28.6,0.0,7.3,8.2,0.0,no,preventive,27.1,5.4,20,18,74.7,trainee,7.6,0.0,no,no,80.8,SUP-189,798.0,4.66,1.05,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9202,99.3018,180.0,3.215,41.5,22.1,,7.9,75.6,7384.12,13469.05,38.9,0.0,9.72,100,7180.0,1445.72,65.6,411.9727
MFG-LINE-PLT-007-01,PLT-007,WC-005,SHF-PLT-007-20230929-1,2023-09-29,1,441.0,PRD-2023-SKU-05996,industrial_machinery,WO-2023-50247,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,219.817,6.595,206.73,597.27,216.34,230.7,0.03,WC-009,225.24,93.15,WC-011,198.66,155,118,117,1,0,1,16.37,21.16,0.7736,99.9558,118,0.5,1,-23.87,1.59,441.0,432.5,0.9807,0.7735,0.9915,0.7521,23.03,30.63,8.5,34.6,1,idling_minor_stops,good,performance_loss,0.0,0,8.5,0.0,1,441.0,8.5,8.5,no,0.0,8.5,0.0,0.0,0.0,0.0,no,emergency,27.1,5.3,12,10,69.3,semi_skilled,11.4,0.0,no,no,79.7,SUP-130,442.0,4.83,1.11,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9558,98.1086,484.8,4.144,117.1,57.6,,7.2,203.6,2886.59,4163.19,30.73,0.0,7.68,100,850.0,177.68,62.2,91.2472
MFG-LINE-PLT-002-04,PLT-002,WC-023,SHF-PLT-002-20200518-2,2020-05-18,2,428.8,PRD-2020-SKU-05413,electronics_pcb,WO-2020-11414,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.634,2.736,13.83,27.89,15.68,20.15,0.175,WC-003,17.16,99.78,WC-006,0.0,1822,1510,1508,2,0,2,230.23,255.32,0.9017,99.896,1510,0.2,0,-17.12,13.19,428.8,393.5,0.9177,0.9017,0.9987,0.8264,24.61,29.78,35.3,164.6,2,reduced_speed,good,performance_loss,0.0,0,35.3,0.0,3,142.9,11.8,14.7,no,0.0,14.7,8.9,11.8,0.0,0.0,no,predictive,15.6,6.6,18,16,81.6,expert,9.9,0.0,yes,no,56.9,SUP-169,1040.0,4.58,1.03,1.03,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,no,no,99.896,98.1462,1327.0,0.88,301.5,177.6,,7.8,557.3,6147.94,8200.58,28.26,0.0,14.13,150,5295.0,1073.13,26.6,37.8124
MFG-LINE-PLT-003-05,PLT-003,WC-037,SHF-PLT-003-20210112-3,2021-01-12,3,432.2,PRD-2021-SKU-01336,electronics_pcb,WO-2021-62586,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,47.647,5.718,42.99,75.25,47.4,57.08,0.12,WC-002,47.9,91.39,WC-003,0.0,662,490,489,1,0,1,75.43,92.07,0.8193,99.8806,490,0.4,1,-25.98,7.54,432.2,389.7,0.9017,0.8193,0.998,0.7372,22.13,30.02,42.5,108.1,1,reduced_speed,good,performance_loss,0.0,0,42.5,0.0,2,216.1,21.3,32.7,yes,32.7,0.0,0.0,9.9,0.0,0.0,no,preventive,2.5,7.2,10,9,72.5,skilled,2.4,0.0,no,no,57.2,SUP-167,1194.0,4.54,1.01,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8806,99.0004,329.1,0.673,72.5,24.2,,8.3,138.2,4156.15,8018.22,18.28,0.0,4.57,150,6375.0,1279.57,55.8,43.2138
MFG-LINE-PLT-002-04,PLT-002,WC-047,SHF-PLT-002-20230311-1,2023-03-11,1,479.7,PRD-2023-SKU-06090,electronics_pcb,WO-2023-93284,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.487,3.116,15.32,29.9,16.94,21.63,0.189,WC-001,17.62,97.17,WC-006,0.0,2039,1605,1603,2,0,2,218.29,255.32,0.855,99.9328,1605,0.5,1,-21.28,200.52,479.7,441.2,0.9197,0.855,0.9988,0.7854,26.16,33.31,38.5,272.2,2,reduced_speed,good,performance_loss,0.0,0,38.5,0.0,1,479.7,38.5,38.5,yes,38.5,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,5.0,1,1,92.6,skilled,9.4,0.0,no,no,56.9,SUP-032,672.0,4.71,1.07,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9328,97.3995,942.6,0.588,211.0,114.1,,8.5,395.9,172.28,402.8,8.43,0.0,4.21,150,5775.0,1159.21,65.5,8.7993
MFG-LINE-PLT-004-03,PLT-004,WC-016,SHF-PLT-004-20230408-1,2023-04-08,1,478.4,PRD-2023-SKU-08526,industrial_machinery,WO-2023-71397,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,140.466,7.023,131.35,193.01,141.52,152.05,0.05,WC-005,139.62,90.36,WC-004,113.38,215,119,118,1,0,1,25.45,27.09,0.9395,99.943,119,1.7,5,-44.65,2.11,478.4,280.6,0.5865,0.9394,0.9916,0.5463,18.15,33.22,197.8,7.7,1,setup_adjustment,average,availability_loss,0.0,0,197.8,0.0,6,79.7,33.0,78.3,yes,95.4,67.5,7.8,6.2,0.0,20.9,no,emergency,22.2,5.7,9,7,82.5,expert,12.0,1.2,no,no,29.5,SUP-093,570.0,4.75,1.08,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.943,97.7997,328.7,2.786,79.2,26.2,,8.1,138.1,3150.15,7256.87,52.26,0.0,13.06,100,19780.0,3969.06,60.6,140.898
MFG-LINE-PLT-004-07,PLT-004,WC-024,SHF-PLT-004-20221215-2,2022-12-15,2,460.4,PRD-2022-SKU-03473,industrial_machinery,WO-2022-24526,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,238.153,11.908,218.03,568.86,241.98,257.8,0.05,WC-002,243.23,92.85,WC-003,220.1,138,106,105,1,0,1,15.11,18.05,0.8371,99.8885,106,4.4,10,-23.19,0.86,460.4,420.8,0.914,0.8372,0.9906,0.7579,24.23,31.97,39.6,20.6,1,reduced_speed,good,performance_loss,0.0,0,39.6,0.0,2,230.2,19.8,23.3,no,0.0,23.3,16.3,0.0,0.0,0.0,no,predictive,22.9,7.0,17,16,93.5,skilled,4.7,0.0,yes,yes,80.8,SUP-032,1115.0,4.56,1.02,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8885,98.7334,282.2,2.688,52.2,36.5,,8.2,118.5,4788.31,11638.35,89.57,0.0,22.39,100,3960.0,814.39,58.0,246.8674
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20230331-1,2023-03-31,1,474.6,PRD-2023-SKU-01038,electronics_pcb,WO-2023-46768,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.101,0.605,10.72,36.22,12.34,13.1,0.05,WC-003,12.93,97.13,WC-002,0.0,2963,2230,2227,3,1,2,297.39,375.0,0.793,99.9023,2231,0.2,0,-24.74,70.38,474.6,449.9,0.948,0.793,0.9987,0.7508,24.75,32.96,24.7,582.1,3,idling_minor_stops,good,performance_loss,0.0,0,24.7,0.0,2,237.3,12.4,20.4,no,20.4,0.0,0.0,0.0,4.4,0.0,no,predictive,16.8,6.9,5,4,86.6,semi_skilled,7.9,0.0,no,no,79.8,SUP-024,977.0,4.6,1.03,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9023,99.5994,2135.7,0.959,476.6,272.3,,7.6,897.0,1391.91,3184.41,16.39,16.39,8.2,150,3705.0,765.59,44.6,18.467
MFG-LINE-PLT-004-04,PLT-004,WC-048,SHF-PLT-004-20200709-1,2020-07-09,1,431.2,PRD-2020-SKU-06838,industrial_machinery,WO-2020-84954,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,328.666,62.118,310.07,705.34,312.89,431.16,0.189,WC-001,386.61,99.9,WC-002,316.24,89,75,74,1,0,1,10.84,12.43,0.8721,99.6724,75,0.0,0,-15.73,1.14,431.2,425.6,0.987,0.8509,0.9867,0.8287,24.81,29.94,5.6,13.1,1,idling_minor_stops,good,performance_loss,10.5,1,5.6,0.0,1,431.2,5.6,5.6,no,0.0,0.0,0.0,0.0,5.6,0.0,no,corrective,24.6,5.7,11,9,89.9,skilled,12.8,0.4,no,yes,15.1,SUP-065,3276.0,4.22,0.91,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6724,98.2112,271.4,3.668,75.3,21.7,,7.6,114.0,2257.28,3931.54,71.31,0.0,17.83,100,560.0,129.83,46.2,155.9064
MFG-LINE-PLT-010-04,PLT-010,WC-009,SHF-PLT-010-20230413-3,2023-04-13,3,476.9,PRD-2023-SKU-01398,industrial_machinery,WO-2023-06158,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,329.514,39.542,292.11,939.27,328.38,394.76,0.12,WC-007,348.68,96.2,WC-008,315.89,107,76,75,1,0,1,10.85,13.62,0.7966,99.7635,76,1.0,3,-28.97,0.59,476.9,447.1,0.9375,0.7488,0.9868,0.6928,22.94,33.12,29.8,25.5,1,reduced_speed,average,performance_loss,26.7,1,29.8,0.0,2,238.4,14.9,19.6,no,19.6,0.0,0.0,10.3,0.0,0.0,no,corrective,14.7,5.6,22,16,80.3,skilled,22.9,1.4,no,no,55.1,SUP-061,2365.0,4.32,0.94,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7635,98.1759,203.1,2.708,37.1,27.5,,8.2,85.3,6139.25,12641.91,52.91,0.0,13.23,100,2980.0,609.23,40.8,304.0309
MFG-LINE-PLT-004-06,PLT-004,WC-036,SHF-PLT-004-20210301-1,2021-03-01,1,454.1,PRD-2021-SKU-08014,industrial_machinery,WO-2021-93295,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,115.054,13.806,103.2,331.31,114.2,137.83,0.12,WC-003,122.1,96.47,WC-002,83.08,241,174,173,1,0,1,31.13,31.97,0.9737,99.8982,174,1.4,4,-27.8,1.2,454.1,351.5,0.7741,0.9289,0.9943,0.7149,22.54,31.54,102.6,13.3,1,setup_adjustment,good,availability_loss,16.2,1,102.6,0.0,4,113.5,25.6,45.7,yes,45.7,0.0,46.6,0.0,10.3,0.0,no,preventive,6.6,7.1,20,19,83.7,expert,4.9,0.0,no,no,80.1,SUP-022,1018.0,4.58,1.03,1.17,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8982,99.1901,515.0,2.977,119.1,38.5,,8.0,216.3,8506.32,17036.81,35.58,0.0,8.89,100,10260.0,2060.89,63.2,183.4338
MFG-LINE-PLT-002-02,PLT-002,WC-044,SHF-PLT-002-20211212-3,2021-12-12,3,435.6,PRD-2021-SKU-01080,electronics_pcb,WO-2021-70278,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,18.263,0.548,16.5,36.64,18.37,19.17,0.03,WC-002,18.5,92.08,WC-009,0.0,2040,1383,1382,1,0,1,196.98,281.25,0.7004,99.9487,1383,6.5,20,-32.21,11.2,435.6,421.3,0.9672,0.7004,0.9993,0.6769,20.47,30.25,14.3,591.6,1,idling_minor_stops,average,performance_loss,0.0,0,14.3,0.0,1,435.6,14.3,14.3,no,0.0,0.0,14.3,0.0,0.0,0.0,no,corrective,2.0,6.4,23,17,73.8,semi_skilled,24.9,1.8,no,no,62.4,SUP-197,513.0,4.78,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9487,97.6415,1384.8,1.002,371.2,82.2,,7.5,581.6,4358.71,5371.54,12.35,0.0,3.09,150,2145.0,432.09,45.6,19.3996
MFG-LINE-PLT-004-02,PLT-004,WC-001,SHF-PLT-004-20210301-1,2021-03-01,1,423.5,PRD-2021-SKU-02364,industrial_machinery,WO-2021-20201,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,283.946,60.623,264.3,518.62,275.61,383.97,0.213,WC-001,261.36,83.68,WC-002,267.95,112,81,80,1,0,1,12.64,16.0,0.79,99.4646,81,2.4,8,-27.68,1.42,423.5,403.6,0.953,0.7526,0.9877,0.7084,20.83,29.41,19.9,26.6,1,reduced_speed,good,performance_loss,19.2,1,19.9,0.0,2,211.7,10.0,12.4,no,0.0,0.0,0.0,12.4,7.5,0.0,no,corrective,6.1,7.6,10,8,72.9,semi_skilled,10.3,0.0,no,no,58.3,SUP-090,5354.0,4.05,0.85,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4646,97.222,219.7,2.746,45.8,21.6,,8.2,92.3,2237.71,5105.81,38.19,0.0,9.55,100,1990.0,407.55,25.6,130.4614
MFG-LINE-PLT-004-05,PLT-004,WC-027,SHF-PLT-004-20210116-1,2021-01-16,1,468.3,PRD-2021-SKU-04111,industrial_machinery,WO-2021-28274,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,167.361,8.368,145.54,460.92,169.37,181.17,0.05,WC-003,175.28,95.21,WC-001,143.57,185,137,136,1,0,1,21.36,23.79,0.8979,99.9613,137,0.3,0,-25.95,0.83,448.9,443.7,0.9884,0.7785,0.9927,0.7639,23.82,31.18,5.2,39.0,1,reduced_speed,good,performance_loss,78.3,2,5.2,19.4,1,468.3,5.2,5.2,no,0.0,0.0,0.0,5.2,0.0,0.0,yes,preventive,3.8,7.0,24,21,92.1,skilled,10.0,0.0,no,no,39.1,SUP-196,387.0,4.86,1.12,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9613,97.3314,483.3,3.554,91.4,29.5,,7.6,203.0,4045.08,4156.77,29.66,0.0,7.42,100,520.0,111.42,44.3,90.1858
MFG-LINE-PLT-001-01,PLT-001,WC-017,SHF-PLT-001-20240702-3,2024-07-02,3,457.4,PRD-2024-SKU-05941,pharmaceutical,WO-2024-51435,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.629,0.769,23.4,60.63,25.81,26.9,0.03,WC-004,26.37,93.53,WC-002,0.0,1345,985,984,1,0,1,140.34,176.47,0.7953,99.99,985,0.1,0,-26.77,12.91,457.4,452.6,0.9895,0.74,0.999,0.7315,23.23,31.76,4.8,346.1,1,idling_minor_stops,good,performance_loss,31.5,2,4.8,0.0,1,457.4,4.8,4.8,no,0.0,0.0,0.0,4.8,0.0,0.0,no,preventive,26.8,5.5,13,10,82.4,skilled,16.0,1.3,no,no,78.1,SUP-126,67.0,5.32,1.27,1.46,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.5925,1621.6,1.648,413.4,189.6,,7.8,681.1,2333.79,3891.74,8.59,0.0,2.15,300,1440.0,290.15,59.9,14.9255
MFG-LINE-PLT-010-01,PLT-010,WC-035,SHF-PLT-010-20210710-1,2021-07-10,1,438.8,PRD-2021-SKU-05624,industrial_machinery,WO-2021-91442,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,358.977,28.718,333.44,520.44,345.65,406.36,0.08,WC-002,375.74,95.15,WC-004,346.11,94,57,56,1,0,1,9.89,12.87,0.7685,99.8679,57,0.3,1,-39.36,0.59,438.8,345.8,0.7881,0.7684,0.9825,0.5949,18.13,30.47,93.0,17.2,1,reduced_speed,average,performance_loss,0.0,0,93.0,0.0,3,146.3,31.0,57.0,yes,79.2,0.0,13.9,0.0,0.0,0.0,no,predictive,19.7,5.9,15,13,85.2,semi_skilled,11.4,0.0,no,yes,84.2,SUP-124,1321.0,4.51,1.0,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8679,98.8597,190.4,3.4,34.4,12.8,,7.7,80.0,5157.67,10380.89,70.45,0.0,17.61,100,9300.0,1877.61,51.2,349.1823
MFG-LINE-PLT-005-02,PLT-005,WC-005,SHF-PLT-005-20240808-3,2024-08-08,3,450.6,PRD-2024-SKU-04545,automotive_body,WO-2024-69078,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.508,4.281,46.68,133.42,53.11,60.57,0.08,WC-002,54.82,93.13,WC-006,0.0,569,425,424,1,0,1,67.24,75.79,0.8872,99.9878,425,0.4,0,-25.31,2.69,450.6,415.2,0.9214,0.8103,0.9976,0.7449,23.31,31.29,35.4,99.5,1,reduced_speed,good,performance_loss,36.0,1,35.4,0.0,2,225.3,17.7,22.5,no,0.0,22.5,12.9,0.0,0.0,0.0,no,predictive,1.3,7.4,24,21,70.2,expert,9.6,0.0,no,no,82.5,SUP-156,122.0,5.17,1.22,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9878,99.5306,1407.7,3.32,297.7,151.3,28.2,7.3,591.2,4127.77,6756.97,24.03,0.0,6.01,200,7080.0,1422.01,47.6,49.7582
MFG-LINE-PLT-002-04,PLT-002,WC-040,SHF-PLT-002-20211023-1,2021-10-23,1,449.3,PRD-2021-SKU-03972,electronics_pcb,WO-2021-92172,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.896,3.004,14.35,24.63,15.82,20.85,0.189,WC-002,17.9,99.9,WC-004,0.0,1909,1544,1542,2,1,1,226.44,255.32,0.8869,99.8886,1545,2.1,5,-19.12,9.36,449.3,409.1,0.9105,0.8869,0.9987,0.8065,25.17,31.2,40.2,196.9,2,reduced_speed,good,performance_loss,0.0,0,40.2,0.0,3,149.8,13.4,24.0,no,0.0,16.2,0.0,0.0,0.0,24.0,no,corrective,15.6,7.7,23,22,79.3,skilled,4.2,0.0,no,no,75.6,SUP-036,1114.0,4.56,1.02,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8886,98.2804,431.8,0.28,110.1,29.6,,9.3,181.4,8449.22,20436.64,29.85,29.85,7.46,150,6030.0,1243.31,32.4,48.6214
MFG-LINE-PLT-001-01,PLT-001,WC-006,SHF-PLT-001-20241223-1,2024-12-23,1,471.6,PRD-2024-SKU-04831,pharmaceutical,WO-2024-59776,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.024,0.691,20.68,38.15,23.01,24.16,0.03,WC-010,23.74,93.73,WC-007,0.0,1387,991,990,1,0,1,156.29,176.47,0.8856,99.99,991,2.0,6,-28.55,9.0,471.6,417.5,0.8853,0.807,0.999,0.7137,23.38,32.75,54.1,237.0,1,reduced_speed,good,performance_loss,37.1,2,54.1,0.0,3,157.2,18.0,27.8,no,40.5,0.0,0.0,13.6,0.0,0.0,no,preventive,26.8,5.4,16,14,81.0,skilled,11.1,0.0,no,no,73.0,SUP-138,35.0,5.48,1.33,1.51,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.5015,1491.9,1.507,351.2,176.2,,8.0,626.6,5789.56,10106.99,16.4,0.0,4.1,300,16230.0,3250.1,25.8,32.4737
MFG-LINE-PLT-010-04,PLT-010,WC-001,SHF-PLT-010-20221014-2,2022-10-14,2,438.7,PRD-2022-SKU-04916,industrial_machinery,WO-2022-79918,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,351.394,42.167,325.3,688.69,356.39,420.97,0.12,WC-003,417.34,99.9,WC-008,337.77,99,68,67,1,0,1,10.14,13.62,0.7445,99.7513,68,1.4,5,-31.31,3.05,438.7,402.3,0.917,0.7446,0.9853,0.6728,20.5,30.46,36.4,23.3,1,reduced_speed,average,performance_loss,0.0,0,36.4,0.0,3,146.2,12.1,20.7,no,0.0,0.0,9.1,6.6,0.0,20.7,no,preventive,14.7,6.9,4,3,70.2,semi_skilled,8.7,0.0,no,no,73.1,SUP-092,2487.0,4.31,0.94,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7513,98.8754,213.5,3.186,46.5,19.0,,7.9,89.7,426.34,788.92,101.88,0.0,25.47,100,3640.0,753.47,66.0,121.5388
MFG-LINE-PLT-010-03,PLT-010,WC-041,SHF-PLT-010-20210319-3,2021-03-19,3,421.3,PRD-2021-SKU-04727,industrial_machinery,WO-2021-81404,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.278,4.953,39.18,71.1,40.74,49.45,0.12,WC-002,45.3,99.76,WC-008,0.0,724,302,301,1,0,1,86.97,103.45,0.8407,99.7436,302,1.4,2,-58.29,4.29,421.3,208.4,0.4946,0.8407,0.9967,0.4144,12.12,29.25,212.9,57.2,1,setup_adjustment,poor,availability_loss,0.0,0,212.9,0.0,6,70.2,35.5,113.7,yes,184.7,28.1,0.0,0.0,0.0,0.0,no,predictive,29.1,4.9,13,10,89.3,multi_skilled,19.6,0.0,yes,no,67.1,SUP-039,2564.0,4.3,0.93,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7436,98.3861,500.6,1.663,116.4,31.7,,8.9,210.3,3108.59,4648.2,38.45,0.0,9.61,100,21290.0,4267.61,65.5,64.3478
MFG-LINE-PLT-010-03,PLT-010,WC-028,SHF-PLT-010-20230428-3,2023-04-28,3,469.8,PRD-2023-SKU-09572,industrial_machinery,WO-2023-06143,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.68,5.242,40.63,129.74,44.67,52.33,0.12,WC-008,46.28,96.33,WC-006,0.0,807,586,584,2,1,1,82.4,103.45,0.7965,99.7133,587,0.1,0,-27.39,3.55,469.8,469.8,1.0,0.7234,0.9966,0.7209,23.52,32.63,0.0,224.1,2,idling_minor_stops,good,performance_loss,43.1,1,0.0,0.0,0,469.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,29.1,6.2,24,21,73.8,skilled,8.6,0.0,yes,no,43.9,SUP-067,2867.0,4.26,0.92,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7133,98.0336,1553.4,2.66,337.6,161.3,,8.2,652.4,3182.26,7128.43,93.3,93.3,23.32,100,0.0,116.62,51.3,111.2748
MFG-LINE-PLT-006-01,PLT-006,WC-007,SHF-PLT-006-20241016-1,2024-10-16,1,476.7,PRD-2024-SKU-08909,food_beverage,WO-2024-17186,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.678,3.441,24.46,35.88,30.12,34.36,0.12,WC-007,32.93,99.9,WC-006,0.0,1160,800,798,2,0,2,125.39,146.34,0.8568,99.8109,800,0.2,0,-31.03,50.22,476.7,382.8,0.803,0.8568,0.9975,0.6863,22.72,33.11,93.9,133.7,2,setup_adjustment,average,availability_loss,0.0,0,93.9,0.0,3,158.9,31.3,81.8,yes,81.8,10.1,0.0,0.0,2.0,0.0,no,emergency,33.4,5.3,3,2,61.3,skilled,1.9,0.0,no,no,88.4,SUP-193,1891.0,4.4,0.97,1.0,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8109,97.5588,374.3,0.469,84.9,20.4,,7.7,157.2,389.2,665.71,5.46,0.0,2.73,80,7512.0,1505.13,29.2,6.7956
MFG-LINE-PLT-005-01,PLT-005,WC-048,SHF-PLT-005-20220807-1,2022-08-07,1,466.2,PRD-2022-SKU-09704,automotive_body,WO-2022-36873,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.888,5.387,39.41,64.52,45.39,53.78,0.12,WC-004,49.34,99.9,WC-003,0.0,812,371,370,1,0,1,80.12,104.65,0.7656,99.9632,371,0.1,0,-54.31,5.29,466.2,277.8,0.5959,0.7656,0.9973,0.455,14.73,32.38,188.4,113.6,1,setup_adjustment,poor,availability_loss,0.0,0,188.4,0.0,7,66.6,26.9,83.4,yes,120.7,13.5,22.8,0.0,6.0,25.4,no,corrective,20.8,5.5,11,9,63.7,semi_skilled,12.6,0.0,no,no,37.6,SUP-101,368.0,4.88,1.13,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9632,98.3033,1115.5,3.015,231.4,85.7,22.3,7.6,468.5,2439.03,5244.54,33.59,0.0,8.4,200,37680.0,7544.4,51.5,54.4472
MFG-LINE-PLT-002-03,PLT-002,WC-013,SHF-PLT-002-20220925-1,2022-09-25,1,429.1,PRD-2022-SKU-04900,electronics_pcb,WO-2022-48120,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,45.302,2.265,39.16,105.77,45.67,49.04,0.05,WC-002,47.45,95.21,WC-009,0.0,589,405,404,1,0,1,79.37,82.38,0.9635,99.983,405,0.6,1,-31.24,2.57,429.1,351.6,0.8194,0.839,0.9975,0.6857,20.43,29.8,77.5,77.7,1,setup_adjustment,average,availability_loss,45.4,3,77.5,0.0,4,107.3,19.4,30.1,yes,77.5,0.0,0.0,0.0,0.0,0.0,no,corrective,13.3,6.7,23,22,82.8,expert,2.1,0.0,no,no,49.6,SUP-046,170.0,5.08,1.19,1.34,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.983,99.2857,452.5,1.12,102.4,48.4,,7.2,190.0,9144.87,11052.63,7.24,0.0,1.81,150,11625.0,2326.81,31.3,57.2517
MFG-LINE-PLT-008-02,PLT-008,WC-046,SHF-PLT-008-20221105-2,2022-11-05,2,460.5,PRD-2022-SKU-09896,medical_devices,WO-2022-24636,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.725,4.138,48.46,119.63,50.96,58.55,0.08,WC-006,55.38,97.33,WC-001,0.0,713,468,467,1,0,1,69.57,93.02,0.7479,99.977,468,0.4,1,-34.36,3.04,460.5,414.5,0.9001,0.7283,0.9979,0.6541,20.92,31.98,46.0,174.6,1,reduced_speed,average,performance_loss,10.9,1,46.0,0.0,3,153.5,15.3,24.6,no,14.6,24.6,6.8,0.0,0.0,0.0,no,corrective,8.4,6.2,24,20,82.8,semi_skilled,13.5,0.0,no,no,72.4,SUP-192,230.0,5.0,1.17,1.18,contamination,functional_failure,automated_vision,yes,no,no,no,99.977,98.2788,393.7,0.843,88.4,45.4,,8.6,165.4,3561.87,8040.3,13.51,0.0,3.38,250,11500.0,2303.38,26.9,38.383
MFG-LINE-PLT-007-02,PLT-007,WC-015,SHF-PLT-007-20200116-2,2020-01-16,2,426.4,PRD-2020-SKU-08788,industrial_machinery,WO-2020-75451,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,282.617,33.914,242.67,777.07,293.08,338.58,0.12,WC-001,283.58,91.22,WC-002,267.08,110,60,59,1,0,1,12.65,15.54,0.814,99.7724,60,4.8,17,-45.45,0.49,426.4,295.2,0.6923,0.7846,0.9833,0.5341,15.81,29.61,131.2,16.5,1,equipment_failure,average,availability_loss,10.5,1,131.2,0.0,5,85.3,26.2,64.9,yes,64.9,31.2,29.9,0.0,5.2,0.0,no,corrective,32.8,4.3,18,17,80.8,skilled,5.5,0.0,no,no,82.8,SUP-100,2276.0,4.34,0.95,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.7724,99.0758,215.0,3.644,43.4,14.9,,7.6,90.3,5742.6,9004.03,24.05,0.0,6.01,100,13120.0,2630.01,29.5,274.4005
MFG-LINE-PLT-003-01,PLT-003,WC-037,SHF-PLT-003-20240727-1,2024-07-27,1,464.5,PRD-2024-SKU-02748,electronics_pcb,WO-2024-29833,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.636,1.182,21.72,41.72,24.01,25.59,0.05,WC-007,24.04,92.48,WC-006,0.0,1359,1021,1020,1,0,1,152.29,175.61,0.8672,99.973,1021,2.8,7,-24.87,18.82,464.5,402.3,0.8661,0.8672,0.999,0.7503,24.2,32.25,62.2,156.3,1,setup_adjustment,good,availability_loss,0.0,0,62.2,0.0,5,92.9,12.4,20.5,no,28.6,28.8,0.0,4.7,0.0,0.0,no,preventive,24.0,6.1,9,7,92.6,skilled,11.9,1.2,no,no,78.3,SUP-193,270.0,4.96,1.15,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.973,98.485,488.6,0.479,119.9,24.8,,8.8,205.2,1829.53,4031.68,16.23,0.0,4.06,150,9330.0,1870.06,54.6,21.9922
MFG-LINE-PLT-005-05,PLT-005,WC-004,SHF-PLT-005-20211004-3,2021-10-04,3,458.9,PRD-2021-SKU-01197,automotive_body,WO-2021-22295,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,77.59,2.328,66.82,222.57,77.01,81.43,0.03,WC-002,79.11,92.69,WC-001,18.57,451,264,263,1,0,1,46.36,59.02,0.7855,99.9866,264,0.4,1,-41.46,1.91,458.9,441.1,0.9612,0.6085,0.9962,0.5827,18.57,31.87,17.8,169.8,1,idling_minor_stops,average,performance_loss,99.4,3,17.8,0.0,2,229.4,8.9,9.8,no,0.0,0.0,0.0,0.0,0.0,17.8,no,corrective,23.7,5.8,23,18,60.8,skilled,18.1,0.0,no,no,27.0,SUP-132,134.0,5.14,1.21,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9866,97.483,672.2,2.556,116.7,70.0,13.4,8.0,282.3,3229.18,2894.48,16.86,0.0,4.21,200,3560.0,716.21,63.0,40.208
MFG-LINE-PLT-004-01,PLT-004,WC-039,SHF-PLT-004-20230528-1,2023-05-28,1,428.3,PRD-2023-SKU-01929,industrial_machinery,WO-2023-39721,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,240.344,12.017,209.58,427.8,237.2,260.17,0.05,WC-004,249.59,94.41,WC-009,223.15,122,83,82,1,0,1,14.83,17.19,0.8627,99.8616,83,0.2,0,-31.97,0.96,428.3,335.9,0.7843,0.8624,0.988,0.6682,19.87,29.74,92.4,13.2,1,setup_adjustment,average,availability_loss,0.0,0,92.4,0.0,6,71.4,15.4,24.3,no,16.2,41.1,10.7,0.0,0.0,24.3,no,emergency,28.6,3.9,13,12,65.3,skilled,6.7,0.0,no,yes,64.3,SUP-030,1384.0,4.49,1.0,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8616,98.3909,431.3,5.26,92.3,31.4,,6.5,181.1,2327.94,2244.22,42.47,0.0,10.62,100,9240.0,1858.62,66.8,98.746
MFG-LINE-PLT-004-01,PLT-004,WC-029,SHF-PLT-004-20200516-1,2020-05-16,1,466.7,PRD-2020-SKU-06338,industrial_machinery,WO-2020-76396,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.001,12.1,228.65,531.17,235.49,261.97,0.05,WC-005,249.45,93.71,WC-003,224.81,133,91,90,1,0,1,14.74,17.19,0.8575,99.9315,91,0.3,0,-31.58,0.83,466.7,378.8,0.8116,0.8385,0.989,0.6731,21.81,32.41,87.9,17.5,1,equipment_failure,average,availability_loss,8.4,1,87.9,0.0,4,116.7,22.0,35.9,yes,81.1,0.0,0.0,6.8,0.0,0.0,no,predictive,28.6,4.6,16,14,86.2,skilled,11.2,0.0,no,no,56.3,SUP-020,685.0,4.7,1.07,1.07,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9315,99.0129,366.1,4.068,86.7,23.1,,7.3,153.8,6302.65,8815.68,65.22,0.0,16.3,100,8790.0,1774.3,28.2,233.9261
MFG-LINE-PLT-003-05,PLT-003,WC-030,SHF-PLT-003-20211119-1,2021-11-19,1,446.0,PRD-2021-SKU-09919,electronics_pcb,WO-2021-15772,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,63.445,7.613,55.8,138.77,64.68,76.01,0.12,WC-002,68.77,98.54,WC-005,0.0,682,410,408,2,0,2,56.7,92.07,0.6158,99.7468,410,1.9,4,-39.88,54.88,446.0,433.8,0.9726,0.6159,0.9951,0.5961,18.46,30.97,12.2,255.7,2,reduced_speed,average,performance_loss,0.0,0,12.2,0.0,2,223.0,6.1,8.1,no,0.0,0.0,0.0,0.0,12.2,0.0,no,predictive,2.5,7.3,2,1,63.4,trainee,9.9,0.0,no,no,16.3,SUP-175,2532.0,4.3,0.93,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.7468,97.7633,177.9,0.436,33.3,19.7,,8.9,74.7,449.81,1047.0,10.04,0.0,5.02,150,1830.0,371.02,60.6,13.7579
MFG-LINE-PLT-005-03,PLT-005,WC-035,SHF-PLT-005-20230810-1,2023-08-10,1,458.6,PRD-2023-SKU-07597,automotive_body,WO-2023-44798,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,65.553,3.278,58.61,180.99,64.11,70.96,0.05,WC-001,65.8,91.25,WC-002,1.95,486,359,358,1,0,1,54.85,63.6,0.8624,99.9735,359,1.9,7,-26.13,5.85,458.6,413.7,0.9021,0.8186,0.9972,0.7364,23.45,31.85,44.9,79.6,1,reduced_speed,good,performance_loss,21.0,1,44.9,0.0,3,152.9,15.0,23.0,no,15.0,29.9,0.0,0.0,0.0,0.0,no,corrective,32.9,5.5,9,8,72.3,skilled,9.7,0.0,no,yes,25.5,SUP-036,265.0,4.97,1.16,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9735,97.2861,822.0,2.296,183.2,99.2,16.4,8.2,345.2,3147.04,6363.31,71.47,0.0,17.87,200,8980.0,1813.87,60.5,98.2349
MFG-LINE-PLT-002-02,PLT-002,WC-005,SHF-PLT-002-20240716-1,2024-07-16,1,439.4,PRD-2024-SKU-04783,electronics_pcb,WO-2024-62788,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.21,0.426,12.79,19.42,14.28,14.91,0.03,WC-010,14.56,93.14,WC-005,0.0,2059,1691,1690,1,0,1,253.34,281.25,0.9008,99.9783,1691,0.1,0,-17.87,12.15,439.4,439.4,1.0,0.8211,0.9994,0.8206,25.04,30.51,0.0,368.4,1,idling_minor_stops,good,performance_loss,38.9,2,0.0,0.0,0,439.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.5,20,19,68.1,skilled,2.4,0.0,no,no,37.4,SUP-029,217.0,5.02,1.17,1.34,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9783,98.4847,1499.0,0.887,350.7,173.0,,7.8,629.6,5526.98,9215.77,14.32,0.0,3.58,150,0.0,3.58,40.6,23.052
MFG-LINE-PLT-004-06,PLT-004,WC-042,SHF-PLT-004-20230515-2,2023-05-15,2,457.9,PRD-2023-SKU-07051,industrial_machinery,WO-2023-92680,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,125.558,15.067,117.68,366.77,121.47,150.42,0.12,WC-003,136.7,98.98,WC-001,93.59,243,204,203,1,0,1,28.58,31.97,0.894,99.8965,204,1.3,4,-16.05,1.4,457.9,439.5,0.9598,0.871,0.9951,0.8319,26.45,31.8,18.4,30.2,1,idling_minor_stops,good,performance_loss,11.3,1,18.4,0.0,1,457.9,18.4,18.4,no,0.0,18.4,0.0,0.0,0.0,0.0,no,corrective,6.6,6.2,20,19,65.7,expert,0.8,0.0,no,no,69.7,SUP-156,1035.0,4.58,1.03,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8965,98.835,734.7,3.619,175.9,102.4,,7.6,308.6,2611.1,5864.82,32.68,0.0,8.17,100,1840.0,376.17,36.8,74.5943
MFG-LINE-PLT-003-02,PLT-003,WC-029,SHF-PLT-003-20210114-1,2021-01-14,1,426.6,PRD-2021-SKU-09076,electronics_pcb,WO-2021-97174,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,39.516,4.742,36.2,48.98,41.54,47.34,0.12,WC-001,39.4,90.64,WC-001,0.0,700,572,571,1,0,1,91.01,98.63,0.9227,99.9372,572,0.5,1,-18.29,80.3,426.6,411.2,0.9639,0.8461,0.9983,0.8142,24.12,29.63,15.4,104.0,1,reduced_speed,good,performance_loss,34.2,1,15.4,0.0,1,426.6,15.4,15.4,no,0.0,15.4,0.0,0.0,0.0,0.0,no,corrective,24.8,4.8,1,1,69.1,multi_skilled,4.8,0.7,no,yes,51.2,SUP-003,628.0,4.73,1.08,1.23,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9372,97.1664,551.0,0.965,124.0,66.9,,7.6,231.4,142.59,292.81,5.9,0.0,1.48,150,2310.0,463.48,58.1,6.6729
MFG-LINE-PLT-004-06,PLT-004,WC-001,SHF-PLT-004-20230129-3,2023-01-29,3,447.8,PRD-2023-SKU-04794,industrial_machinery,WO-2023-87189,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,137.476,16.497,120.37,257.73,139.4,164.7,0.12,WC-002,147.01,97.22,WC-001,105.51,238,176,175,1,0,1,26.08,31.97,0.8158,99.8437,176,2.3,7,-26.05,1.8,447.8,447.8,1.0,0.7375,0.9943,0.7333,22.81,31.1,0.0,62.6,1,reduced_speed,good,performance_loss,42.9,1,0.0,0.0,0,447.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.6,6.7,14,13,61.2,skilled,2.2,0.0,no,no,35.5,SUP-114,1563.0,4.46,0.99,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8437,97.0974,403.7,2.307,94.5,33.4,,8.5,169.6,1837.67,3851.92,51.16,0.0,12.79,100,0.0,12.79,51.5,83.9643
MFG-LINE-PLT-008-02,PLT-008,WC-013,SHF-PLT-008-20241027-1,2024-10-27,1,463.6,PRD-2024-SKU-04615,medical_devices,WO-2024-05380,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.881,3.51,39.72,119.37,44.47,49.67,0.08,WC-003,44.85,92.92,WC-001,0.0,718,532,531,1,0,1,82.04,93.02,0.882,99.99,532,0.1,0,-25.91,8.59,463.6,432.2,0.9323,0.7939,0.9981,0.7387,23.78,32.2,31.4,138.1,1,reduced_speed,good,performance_loss,43.1,1,31.4,0.0,3,154.5,10.5,12.4,no,10.9,12.4,0.0,8.1,0.0,0.0,no,preventive,8.4,6.1,9,8,64.2,skilled,3.8,0.0,no,yes,45.1,SUP-107,92.0,5.24,1.25,1.4,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.242,791.2,1.49,193.5,65.3,,7.5,332.3,3423.51,6116.35,13.16,0.0,3.29,250,7850.0,1573.29,57.5,31.1506
MFG-LINE-PLT-004-07,PLT-004,WC-043,SHF-PLT-004-20200423-2,2020-04-23,2,447.9,PRD-2020-SKU-05903,industrial_machinery,WO-2020-07539,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,245.567,12.278,215.61,409.07,243.39,265.83,0.05,WC-001,244.84,90.64,WC-005,227.52,134,80,79,1,0,1,14.53,18.05,0.805,99.864,80,2.2,5,-40.3,0.66,447.9,363.1,0.8107,0.7321,0.9875,0.5861,18.23,31.11,84.8,29.3,1,reduced_speed,average,performance_loss,32.8,1,84.8,0.0,5,89.6,17.0,29.1,no,51.4,29.1,0.0,0.0,4.3,0.0,no,preventive,22.9,4.8,17,16,69.8,skilled,4.0,0.0,yes,no,23.3,SUP-070,1360.0,4.5,1.0,1.14,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.864,97.9731,270.9,3.429,59.5,23.9,,7.7,113.8,6971.94,6080.56,39.78,0.0,9.95,100,8480.0,1705.95,31.9,205.5051
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20211024-2,2021-10-24,2,470.7,PRD-2021-SKU-06904,industrial_machinery,WO-2021-78104,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,381.349,103.441,347.69,537.48,309.68,552.03,0.271,WC-002,488.57,99.9,WC-001,365.35,124,58,57,1,0,1,9.37,16.0,0.5856,99.1622,58,5.7,22,-53.23,1.45,470.7,412.4,0.8761,0.5274,0.9828,0.4541,14.84,32.69,58.3,52.0,1,reduced_speed,poor,performance_loss,41.0,1,58.3,0.0,2,235.4,29.2,41.1,yes,58.3,0.0,0.0,0.0,0.0,0.0,no,predictive,6.1,6.8,6,5,89.4,trainee,15.0,0.0,no,no,61.1,SUP-185,8378.0,3.89,0.8,0.84,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.1622,97.0086,171.2,3.004,35.3,13.8,,8.0,71.9,869.99,776.63,92.61,0.0,23.15,100,5830.0,1189.15,28.5,123.1228
MFG-LINE-PLT-004-01,PLT-004,WC-019,SHF-PLT-004-20201209-2,2020-12-09,2,472.3,PRD-2020-SKU-07718,industrial_machinery,WO-2020-46445,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,251.909,12.595,237.33,599.63,251.13,272.69,0.05,WC-006,264.68,95.52,WC-001,234.72,135,64,63,1,0,1,14.08,17.19,0.8191,99.8921,64,1.2,4,-52.59,0.47,472.3,430.3,0.9111,0.5191,0.9844,0.4655,15.27,32.8,42.0,59.3,1,idling_minor_stops,poor,performance_loss,157.6,4,42.0,0.0,3,157.4,14.0,23.5,no,0.0,15.5,23.5,0.0,3.0,0.0,no,corrective,28.6,4.4,20,17,74.7,skilled,13.5,0.0,no,yes,42.2,SUP-011,1079.0,4.57,1.02,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8921,98.0861,167.8,2.663,38.3,18.9,,8.2,70.5,2817.21,4987.58,70.21,0.0,17.55,100,4200.0,857.55,51.6,195.21
MFG-LINE-PLT-001-02,PLT-001,WC-033,SHF-PLT-001-20241208-3,2024-12-08,3,457.9,PRD-2024-SKU-03552,pharmaceutical,WO-2024-90325,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,62.603,11.832,56.1,103.97,58.7,82.13,0.189,WC-001,65.98,95.82,WC-004,0.0,540,406,405,1,0,1,57.45,70.87,0.8106,99.9607,406,2.9,9,-24.81,3.12,457.9,445.7,0.9734,0.7712,0.9975,0.7488,23.81,31.8,12.2,120.4,1,reduced_speed,good,performance_loss,21.7,1,12.2,0.0,1,457.9,12.2,12.2,no,0.0,0.0,12.2,0.0,0.0,0.0,no,emergency,22.7,6.0,23,17,60.5,skilled,23.1,0.0,no,no,48.5,SUP-039,393.0,4.86,1.12,1.13,contamination,labelling,100pct_manual,no,no,no,no,99.9607,99.3322,491.7,1.214,98.6,68.4,,8.4,206.5,4025.32,6685.49,19.27,0.0,4.82,300,3660.0,736.82,31.7,45.764
MFG-LINE-PLT-007-02,PLT-007,WC-023,SHF-PLT-007-20230421-3,2023-04-21,3,474.9,PRD-2023-SKU-07299,industrial_machinery,WO-2023-52758,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,269.074,32.289,235.93,519.85,291.71,322.35,0.12,WC-002,275.92,93.22,WC-001,253.53,122,74,73,1,0,1,13.28,15.54,0.8546,99.9024,74,0.7,2,-39.34,0.58,474.9,403.9,0.8505,0.7072,0.9865,0.5933,19.57,32.98,71.0,30.6,1,reduced_speed,average,performance_loss,69.5,4,71.0,0.0,4,118.7,17.7,28.1,no,38.5,0.0,0.0,4.4,0.0,28.1,no,corrective,32.8,5.1,18,16,89.7,expert,5.8,0.0,no,yes,69.1,SUP-161,976.0,4.6,1.03,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9024,98.5204,168.0,2.301,36.5,12.2,,8.5,70.6,3611.59,8229.03,55.32,0.0,13.83,100,7100.0,1433.83,65.0,218.2781
MFG-LINE-PLT-003-02,PLT-003,WC-049,SHF-PLT-003-20230113-3,2023-01-13,3,469.8,PRD-2023-SKU-05935,electronics_pcb,WO-2023-23213,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.286,5.194,37.95,126.74,43.96,51.86,0.12,WC-001,44.08,92.58,WC-001,0.0,771,542,541,1,0,1,83.08,98.63,0.8423,99.9268,542,0.6,2,-29.7,6.28,469.8,391.4,0.8331,0.8424,0.9982,0.7005,22.85,32.63,78.4,101.4,1,setup_adjustment,good,availability_loss,0.0,0,78.4,0.0,5,94.0,15.7,37.4,yes,58.3,3.6,8.0,0.0,8.5,0.0,no,predictive,24.8,6.3,12,11,76.7,multi_skilled,0.2,0.0,no,no,74.3,SUP-065,732.0,4.68,1.06,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9268,96.9339,288.9,0.534,66.4,39.6,,8.7,121.3,4039.0,9399.52,16.21,0.0,4.05,150,11760.0,2356.05,58.2,41.0801
MFG-LINE-PLT-002-02,PLT-002,WC-045,SHF-PLT-002-20200305-2,2020-03-05,2,444.9,PRD-2020-SKU-07466,electronics_pcb,WO-2020-28443,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,17.555,0.527,16.4,50.02,17.68,18.42,0.03,WC-005,17.99,93.16,WC-010,0.0,2084,1503,1502,1,0,1,204.99,281.25,0.7289,99.9409,1503,1.2,4,-27.88,22.51,444.9,439.9,0.9888,0.7288,0.9993,0.7202,22.25,30.9,5.0,559.3,1,idling_minor_stops,good,performance_loss,0.0,0,5.0,0.0,1,444.9,5.0,5.0,no,5.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,5.6,10,9,90.2,semi_skilled,0.7,0.0,no,no,19.8,SUP-103,591.0,4.74,1.08,1.14,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9409,98.9931,1339.8,0.892,246.0,184.0,,7.8,562.7,1758.11,3807.77,7.4,0.0,1.85,150,750.0,151.85,71.8,11.1106
MFG-LINE-PLT-010-02,PLT-010,WC-035,SHF-PLT-010-20230710-2,2023-07-10,2,421.0,PRD-2023-SKU-05432,industrial_machinery,WO-2023-44332,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,326.09,57.066,307.81,791.11,336.13,420.25,0.175,WC-001,350.24,97.64,WC-003,313.71,86,61,60,1,0,1,10.97,12.38,0.8861,99.7367,61,0.8,1,-29.07,8.55,421.0,349.9,0.8311,0.8452,0.9836,0.691,20.2,29.24,71.1,11.2,1,setup_adjustment,average,availability_loss,16.3,1,71.1,0.0,6,70.2,11.8,23.7,no,12.1,7.7,10.4,11.5,5.8,23.7,no,corrective,32.7,5.8,1,1,70.4,expert,9.0,0.0,no,no,45.3,SUP-156,2633.0,4.29,0.93,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7367,99.3328,174.7,2.911,41.6,24.7,,8.1,73.4,279.45,498.22,37.06,0.0,9.27,100,7110.0,1431.27,36.8,50.6388
MFG-LINE-PLT-009-01,PLT-009,WC-032,SHF-PLT-009-20230717-2,2023-07-17,2,459.7,PRD-2023-SKU-09363,automotive_body,WO-2023-84435,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,74.576,8.949,67.21,197.08,73.1,89.34,0.12,WC-001,84.61,99.9,WC-007,17.26,439,251,250,1,0,1,48.27,57.32,0.8421,99.9681,251,0.6,1,-42.82,4.08,459.7,312.0,0.6787,0.8421,0.996,0.5692,18.17,31.92,147.7,47.1,1,setup_adjustment,average,availability_loss,0.0,0,147.7,0.0,8,57.5,18.5,41.5,yes,66.3,34.7,26.9,19.8,0.0,0.0,no,preventive,28.2,5.6,10,8,73.1,skilled,12.4,0.0,no,no,85.3,SUP-010,319.0,4.91,1.14,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9681,99.5308,450.2,1.801,117.1,43.6,9.0,8.6,189.1,2704.54,3500.48,71.34,0.0,17.84,200,29540.0,5925.84,47.8,96.4454
MFG-LINE-PLT-005-06,PLT-005,WC-031,SHF-PLT-005-20240829-2,2024-08-29,2,435.9,PRD-2024-SKU-02949,automotive_body,WO-2024-77158,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,86.172,4.309,76.77,248.18,86.2,93.28,0.05,WC-005,90.58,95.56,WC-010,38.17,348,184,183,1,0,1,41.6,48.0,0.8667,99.988,184,0.1,0,-47.13,2.52,435.9,265.4,0.6089,0.8666,0.9946,0.5248,15.89,30.27,170.5,28.3,1,setup_adjustment,average,availability_loss,0.0,0,170.5,0.0,8,54.5,21.3,42.4,yes,104.3,16.0,50.2,0.0,0.0,0.0,no,emergency,32.1,4.2,12,10,74.7,expert,8.7,0.0,no,no,31.2,SUP-044,120.0,5.17,1.22,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.988,97.6631,423.1,2.312,104.5,60.2,8.5,8.2,177.7,1678.35,3083.93,28.72,0.0,7.18,200,34100.0,6827.18,54.1,54.9003
MFG-LINE-PLT-003-05,PLT-003,WC-019,SHF-PLT-003-20240922-2,2024-09-22,2,479.2,PRD-2024-SKU-08918,electronics_pcb,WO-2024-06394,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,52.009,6.241,44.27,110.51,49.44,62.31,0.12,WC-004,54.48,95.23,WC-005,0.0,734,552,551,1,0,1,69.12,92.07,0.7507,99.8267,552,1.2,3,-24.8,4.06,442.0,442.0,1.0,0.8139,0.9982,0.8124,24.94,30.69,0.0,126.2,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,37.2,0,479.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,2.5,8.7,19,17,61.3,semi_skilled,7.7,0.0,no,no,86.1,SUP-176,1733.0,4.42,0.97,0.98,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8267,97.8814,136.1,0.247,26.3,11.7,,9.4,57.2,8646.12,11328.89,6.14,0.0,1.53,150,0.0,1.53,59.9,42.4034
MFG-LINE-PLT-008-01,PLT-008,WC-010,SHF-PLT-008-20230810-1,2023-08-10,1,423.3,PRD-2023-SKU-09297,medical_devices,WO-2023-45407,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,146.019,17.522,135.67,360.32,150.58,174.93,0.12,WC-003,158.5,98.68,WC-001,114.41,222,168,167,1,0,1,24.6,31.61,0.7782,99.9811,168,2.6,5,-24.32,1.18,423.3,409.8,0.9681,0.7783,0.994,0.749,22.01,29.39,13.5,47.9,1,idling_minor_stops,good,performance_loss,0.0,0,13.5,0.0,1,423.3,13.5,13.5,no,0.0,13.5,0.0,0.0,0.0,0.0,no,preventive,7.3,7.3,21,20,80.6,semi_skilled,3.8,0.0,no,no,20.4,SUP-111,189.0,5.05,1.18,1.35,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9811,99.1998,255.7,1.531,55.5,31.9,,7.4,107.4,8079.39,19615.08,26.52,0.0,6.63,250,3375.0,681.63,53.2,192.514
MFG-LINE-PLT-007-02,PLT-007,WC-006,SHF-PLT-007-20230404-1,2023-04-04,1,441.9,PRD-2023-SKU-03996,industrial_machinery,WO-2023-92975,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,241.129,28.935,219.56,587.57,250.77,288.87,0.12,WC-002,251.41,94.78,WC-001,225.59,114,104,103,1,0,1,14.9,15.54,0.9588,99.8737,104,0.1,0,-8.77,13.98,441.9,418.7,0.9475,0.9587,0.9904,0.8997,27.61,30.69,23.2,4.5,1,setup_adjustment,world_class,availability_loss,0.0,0,23.2,0.0,2,221.0,11.6,13.0,no,0.0,13.0,10.2,0.0,0.0,0.0,no,corrective,32.8,5.5,1,1,63.0,expert,2.8,0.0,no,no,72.4,SUP-171,1263.0,4.52,1.01,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8737,98.7885,222.6,2.161,57.0,25.8,,8.6,93.5,361.53,884.7,63.25,0.0,15.81,100,2320.0,479.81,41.1,75.9634
MFG-LINE-PLT-006-02,PLT-006,WC-042,SHF-PLT-006-20230114-2,2023-01-14,2,421.0,PRD-2023-SKU-04429,food_beverage,WO-2023-54537,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.913,0.95,6.85,17.19,7.61,9.48,0.12,WC-009,8.74,99.9,WC-019,0.0,3816,2858,2850,8,3,5,454.9,545.45,0.834,99.7275,2861,0.8,2,-25.1,40.62,421.0,377.0,0.8955,0.834,0.9972,0.7447,21.77,29.23,44.0,568.9,8,reduced_speed,good,performance_loss,0.0,0,44.0,0.0,3,140.3,14.7,29.8,no,29.8,14.2,0.0,0.0,0.0,0.0,no,corrective,15.5,5.9,11,10,84.5,skilled,8.4,0.0,no,no,21.7,SUP-036,2725.0,4.28,0.93,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7275,99.6954,1390.8,0.488,302.9,175.3,,7.6,584.1,4187.73,4472.2,3.59,10.77,4.49,80,3520.0,719.26,47.8,6.6386
MFG-LINE-PLT-010-04,PLT-010,WC-027,SHF-PLT-010-20240618-2,2024-06-18,2,464.9,PRD-2024-SKU-08167,industrial_machinery,WO-2024-50859,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,381.216,45.746,330.73,839.3,364.14,456.7,0.12,WC-007,421.62,99.9,WC-008,367.6,104,30,29,1,0,1,9.42,13.62,0.6916,99.1358,30,3.9,10,-71.15,0.17,464.9,220.1,0.4736,0.6003,0.9667,0.2748,8.87,32.28,244.7,20.0,1,equipment_failure,poor,availability_loss,29.0,1,244.72483450615306,0.0,2,232.4,13.4,244.72483450615306,yes,0.0,0.0,13.7,13.0,0.0,0.0,no,preventive,14.7,2.2,24,22,63.5,semi_skilled,6.0,0.0,no,no,17.0,SUP-064,8642.0,3.88,0.79,0.81,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.1358,98.7408,97.7,3.369,17.7,12.2,,7.8,41.0,8766.33,20145.3,46.28,0.0,11.57,100,24472.48,4906.07,38.9,1044.8286
MFG-LINE-PLT-004-04,PLT-004,WC-033,SHF-PLT-004-20221106-3,2022-11-06,3,476.2,PRD-2022-SKU-05183,industrial_machinery,WO-2022-19392,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,373.903,70.668,344.53,1009.66,369.22,490.51,0.189,WC-002,417.18,99.9,WC-001,361.47,98,64,63,1,0,1,9.6,12.43,0.7723,99.4294,64,1.5,4,-34.69,2.65,476.2,422.8,0.8879,0.7309,0.9844,0.6388,21.12,33.07,53.4,23.6,1,idling_minor_stops,average,performance_loss,22.8,1,53.4,0.0,3,158.7,17.8,36.4,yes,36.4,0.0,0.0,5.6,11.4,0.0,no,emergency,24.6,4.4,4,3,81.3,skilled,13.7,0.0,no,no,42.7,SUP-129,5706.0,4.03,0.84,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.4294,96.816,125.9,1.998,31.4,15.0,,8.7,52.9,1041.19,2430.16,77.7,0.0,19.43,100,5340.0,1087.43,29.9,134.0341
MFG-LINE-PLT-005-03,PLT-005,WC-022,SHF-PLT-005-20220219-1,2022-02-19,1,427.1,PRD-2022-SKU-05585,automotive_body,WO-2022-15835,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,66.057,3.303,59.35,184.66,66.38,71.51,0.05,WC-002,66.71,91.81,WC-001,2.46,452,252,251,1,0,1,54.29,63.6,0.8536,99.9772,252,0.2,0,-44.25,2.94,427.1,310.6,0.7272,0.7655,0.996,0.5544,16.44,29.66,116.5,77.2,1,equipment_failure,average,availability_loss,32.1,1,116.5,0.0,7,61.0,16.6,47.2,yes,67.9,9.1,9.7,7.9,4.2,17.8,no,preventive,32.9,4.5,14,12,61.5,skilled,13.6,0.0,no,no,62.1,SUP-096,228.0,5.01,1.17,1.29,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9772,99.2537,730.2,2.909,142.2,106.8,14.6,7.7,306.7,2951.8,2394.35,111.92,0.0,27.98,200,23300.0,4687.98,25.2,133.6653
MFG-LINE-PLT-007-01,PLT-007,WC-047,SHF-PLT-007-20210131-3,2021-01-31,3,464.0,PRD-2021-SKU-01139,industrial_machinery,WO-2021-18571,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,199.773,5.993,176.87,268.06,198.85,209.66,0.03,WC-001,203.84,92.76,WC-007,178.61,163,99,98,1,0,1,17.99,21.16,0.8502,99.9676,99,0.8,2,-39.26,0.67,464.0,378.9,0.8166,0.7407,0.9899,0.5988,19.29,32.22,85.1,34.7,1,reduced_speed,average,performance_loss,48.7,2,85.1,0.0,7,66.3,12.2,20.3,no,51.3,0.0,23.0,0.0,10.9,0.0,no,predictive,27.1,5.9,21,19,71.5,expert,9.3,0.0,no,no,11.8,SUP-142,324.0,4.91,1.14,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9676,98.9815,378.9,3.866,71.8,43.3,,7.4,159.1,5276.38,4411.25,103.84,0.0,25.96,100,8510.0,1727.96,31.7,203.753
MFG-LINE-PLT-006-01,PLT-006,WC-038,SHF-PLT-006-20241225-2,2024-12-25,2,426.7,PRD-2024-SKU-08933,food_beverage,WO-2024-14468,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,42.263,5.072,37.32,85.86,40.65,50.63,0.12,WC-006,47.55,99.9,WC-005,0.0,1036,371,369,2,0,2,85.11,146.34,0.5816,99.5852,371,0.0,0,-64.19,2.36,426.7,261.5,0.6129,0.5816,0.9946,0.3545,10.51,29.63,165.2,266.9,2,idling_minor_stops,poor,performance_loss,0.0,0,165.2,0.0,8,53.3,20.7,38.9,yes,107.3,34.4,23.6,0.0,0.0,0.0,no,preventive,33.4,6.6,24,22,62.6,trainee,4.2,0.0,no,no,10.5,SUP-125,4148.0,4.14,0.88,0.96,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.5852,96.8234,230.6,0.625,62.9,27.0,,6.9,96.9,7047.6,7730.05,6.37,0.0,3.19,80,13216.0,2646.39,59.6,46.4524
MFG-LINE-PLT-006-02,PLT-006,WC-048,SHF-PLT-006-20210108-3,2021-01-08,3,451.0,PRD-2021-SKU-09167,food_beverage,WO-2021-33799,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,11.709,1.405,10.42,26.98,12.25,14.03,0.12,WC-011,13.75,99.9,WC-013,0.0,4071,1694,1682,12,6,6,307.3,545.45,0.5634,99.2968,1700,0.5,1,-58.39,37.29,451.0,350.8,0.7778,0.5312,0.9929,0.4102,12.85,31.32,100.2,1495.0,12,idling_minor_stops,poor,performance_loss,20.0,1,100.2,0.0,6,75.2,16.7,37.6,yes,75.4,9.5,0.0,15.3,0.0,0.0,no,predictive,15.5,6.2,9,6,91.6,trainee,24.3,0.0,no,no,86.3,SUP-162,7032.0,3.96,0.82,0.87,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.2968,96.7927,514.7,0.306,99.0,69.0,,8.5,216.2,2183.82,3470.71,4.82,28.92,7.23,80,8016.0,1639.35,62.3,8.2162
MFG-LINE-PLT-002-03,PLT-002,WC-045,SHF-PLT-002-20240614-2,2024-06-14,2,431.2,PRD-2024-SKU-09889,electronics_pcb,WO-2024-25207,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,73.192,3.66,62.52,177.38,72.59,79.23,0.05,WC-002,75.51,93.79,WC-003,0.0,591,283,282,1,0,1,49.12,82.38,0.5963,99.8782,283,5.6,12,-52.12,19.62,431.2,377.0,0.8743,0.5467,0.9965,0.4763,14.26,29.95,54.2,234.7,1,idling_minor_stops,poor,performance_loss,31.3,2,54.2,0.0,3,143.7,18.1,24.7,no,24.7,20.0,9.6,0.0,0.0,0.0,no,preventive,13.3,6.9,3,2,67.1,trainee,5.6,0.0,no,no,16.7,SUP-052,1218.0,4.53,1.01,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8782,97.9709,174.6,0.619,43.8,20.4,,8.5,73.3,636.46,858.84,8.09,0.0,2.02,150,8130.0,1628.02,52.5,13.4212
MFG-LINE-PLT-008-01,PLT-008,WC-037,SHF-PLT-008-20230504-1,2023-05-04,1,436.1,PRD-2023-SKU-03126,medical_devices,WO-2023-94759,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,117.596,14.112,105.23,321.86,125.49,140.88,0.12,WC-002,132.56,99.9,WC-003,85.99,229,191,190,1,0,1,30.6,31.61,0.968,99.9827,191,0.2,0,-16.59,13.07,436.1,401.6,0.9209,0.9028,0.9948,0.827,25.05,30.29,34.5,20.6,1,idling_minor_stops,good,performance_loss,27.2,1,34.5,0.0,2,218.1,17.3,28.8,no,28.8,0.0,0.0,0.0,5.7,0.0,no,predictive,7.3,8.4,3,2,81.5,expert,3.5,0.0,no,no,36.3,SUP-111,173.0,5.08,1.19,1.26,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9827,99.5409,126.7,0.667,27.4,16.4,,8.9,53.2,762.91,880.07,14.32,0.0,3.58,250,8625.0,1728.58,56.7,23.0426
MFG-LINE-PLT-004-01,PLT-004,WC-045,SHF-PLT-004-20220424-1,2022-04-24,1,423.8,PRD-2022-SKU-04124,industrial_machinery,WO-2022-70536,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,262.92,13.146,228.95,375.82,266.04,284.61,0.05,WC-003,279.58,96.67,WC-008,245.73,121,59,58,1,0,1,13.66,17.19,0.7946,99.8881,59,0.8,2,-51.24,0.68,423.8,280.2,0.6612,0.7348,0.9831,0.4776,14.06,29.43,143.6,21.3,1,setup_adjustment,poor,availability_loss,21.1,2,143.6,0.0,6,70.6,23.9,72.4,yes,82.1,39.5,0.0,22.0,0.0,0.0,no,predictive,28.6,6.9,14,12,88.5,semi_skilled,7.3,0.0,no,no,18.5,SUP-175,1119.0,4.56,1.02,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8881,96.9813,178.6,3.08,49.2,18.9,,7.9,75.0,4889.14,9595.33,30.13,0.0,7.53,100,14360.0,2879.53,40.8,280.3817
MFG-LINE-PLT-001-02,PLT-001,WC-044,SHF-PLT-001-20220825-1,2022-08-25,1,423.6,PRD-2022-SKU-05258,pharmaceutical,WO-2022-40393,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,54.323,9.697,49.7,144.07,57.19,70.32,0.178,WC-003,54.65,91.46,WC-001,0.0,499,460,459,1,0,1,66.23,70.87,0.9345,99.8483,460,1.0,2,-7.82,4.33,423.6,416.8,0.9839,0.9345,0.9978,0.9175,26.99,29.41,6.8,32.2,1,reduced_speed,world_class,performance_loss,0.0,0,6.8,0.0,1,423.6,6.8,6.8,no,0.0,0.0,0.0,0.0,6.8,0.0,no,corrective,22.7,6.4,16,15,84.9,multi_skilled,6.0,0.0,no,no,44.3,SUP-178,1517.0,4.46,0.99,1.09,contamination,labelling,100pct_manual,yes,no,no,no,99.8483,99.5275,672.9,1.466,159.4,81.9,,8.0,282.6,5114.19,8682.79,11.38,0.0,2.85,300,2040.0,410.85,60.2,41.4636
MFG-LINE-PLT-009-01,PLT-009,WC-003,SHF-PLT-009-20240915-2,2024-09-15,2,452.3,PRD-2024-SKU-04621,automotive_body,WO-2024-32775,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,87.339,10.481,78.71,237.17,87.89,104.63,0.12,WC-002,92.09,95.86,WC-004,30.02,431,254,253,1,0,1,41.2,57.32,0.7188,99.9101,254,1.0,3,-41.07,2.58,452.3,369.9,0.8178,0.7187,0.9961,0.5855,18.39,31.41,82.4,99.4,1,reduced_speed,average,performance_loss,0.0,0,82.4,0.0,4,113.1,20.6,53.8,yes,53.8,13.0,12.8,0.0,2.8,0.0,no,preventive,28.2,4.9,15,13,78.1,semi_skilled,7.1,0.0,no,no,12.7,SUP-150,899.0,4.62,1.04,1.07,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9101,97.2509,520.9,2.059,136.4,46.5,10.4,8.4,218.8,5268.83,12159.79,24.63,0.0,6.16,200,16480.0,3302.16,58.2,93.6152
MFG-LINE-PLT-009-01,PLT-009,WC-014,SHF-PLT-009-20241110-3,2024-11-10,3,441.9,PRD-2024-SKU-09557,automotive_body,WO-2024-32693,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,80.516,9.662,68.94,229.72,82.89,96.46,0.12,WC-003,84.24,95.11,WC-004,23.2,421,313,312,1,0,1,44.66,57.32,0.7791,99.9561,313,2.2,8,-25.65,8.47,441.9,420.6,0.9518,0.779,0.9968,0.7391,22.68,30.68,21.3,88.8,1,idling_minor_stops,good,performance_loss,0.0,0,21.3,0.0,1,441.9,21.3,21.3,no,0.0,21.3,0.0,0.0,0.0,0.0,no,corrective,28.2,4.3,6,5,84.6,skilled,4.0,0.0,no,no,65.2,SUP-182,439.0,4.83,1.11,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9561,98.2598,616.5,1.976,116.4,92.5,12.3,8.4,258.9,1865.71,1618.94,24.08,0.0,6.02,200,4260.0,858.02,57.5,35.3259
MFG-LINE-PLT-009-02,PLT-009,WC-002,SHF-PLT-009-20241222-1,2024-12-22,1,470.6,PRD-2024-SKU-08589,automotive_body,WO-2024-92883,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,43.406,2.17,37.27,68.22,43.32,46.99,0.05,WC-002,45.27,94.82,WC-003,0.0,855,454,453,1,0,1,82.86,109.09,0.7596,99.9682,454,0.9,2,-46.9,3.4,430.2,322.7,0.7501,0.7739,0.9978,0.5792,17.3,29.87,107.5,132.6,1,equipment_failure,average,availability_loss,34.3,3,107.5,40.4,6,78.4,17.9,36.2,yes,55.5,36.2,0.0,15.9,0.0,0.0,yes,preventive,14.2,5.0,20,17,69.9,semi_skilled,15.0,0.0,no,yes,86.8,SUP-043,318.0,4.92,1.14,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9682,99.6032,1250.3,2.76,293.5,108.9,25.0,7.8,525.1,2776.63,4686.53,30.43,0.0,7.61,200,21500.0,4307.61,74.0,46.9721
MFG-LINE-PLT-003-03,PLT-003,WC-033,SHF-PLT-003-20231103-3,2023-11-03,3,459.8,PRD-2023-SKU-04294,electronics_pcb,WO-2023-60162,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,17.605,0.88,15.19,30.91,18.08,19.06,0.05,WC-001,17.69,91.33,WC-002,0.0,2869,931,929,2,0,2,204.39,375.0,0.545,99.839,931,1.6,4,-67.55,8.08,459.8,362.7,0.7888,0.4107,0.9979,0.3233,10.32,31.93,97.1,1336.0,2,reduced_speed,poor,performance_loss,89.4,2,97.1,0.0,8,57.5,12.1,27.1,no,11.3,69.5,0.0,12.7,3.5,0.0,no,predictive,16.8,5.4,20,15,61.2,trainee,23.1,0.0,no,no,43.1,SUP-026,1610.0,4.45,0.98,1.09,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.839,97.7399,1084.1,1.167,243.8,121.1,,7.1,455.3,7345.66,17986.23,8.76,0.0,4.38,150,14565.0,2917.38,35.4,36.0468
MFG-LINE-PLT-003-04,PLT-003,WC-025,SHF-PLT-003-20230512-3,2023-05-12,3,422.0,PRD-2023-SKU-08041,electronics_pcb,WO-2023-10540,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.329,1.666,30.04,95.19,33.5,36.08,0.05,WC-003,34.18,93.24,WC-002,0.0,934,641,640,1,0,1,108.01,132.84,0.8131,99.975,641,0.1,0,-31.37,9.1,422.0,376.4,0.8919,0.7691,0.9984,0.685,20.08,29.31,45.6,192.4,1,reduced_speed,average,performance_loss,20.3,1,45.6,0.0,3,140.7,15.2,24.3,no,40.5,0.0,0.0,5.1,0.0,0.0,no,preventive,11.0,6.2,11,10,77.4,skilled,0.6,0.0,no,no,23.7,SUP-136,250.0,4.98,1.16,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.975,97.6292,115.8,0.181,27.8,9.0,,9.5,48.6,4196.9,5656.25,10.47,0.0,2.62,150,6840.0,1370.62,26.8,25.8819
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20230702-1,2023-07-02,1,425.6,PRD-2023-SKU-04928,electronics_pcb,WO-2023-65283,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.344,1.067,19.1,58.8,20.79,23.1,0.05,WC-009,22.46,95.66,WC-005,0.0,1245,800,799,1,0,1,168.54,175.61,0.9597,99.9803,800,1.2,2,-35.74,11.27,425.6,396.7,0.9321,0.6891,0.9988,0.6415,18.96,29.55,28.9,360.9,1,reduced_speed,average,performance_loss,111.9,4,28.9,0.0,4,106.4,7.2,9.4,no,0.0,6.8,9.4,7.8,4.9,0.0,no,corrective,24.0,6.2,12,10,89.1,expert,10.8,0.6,no,no,76.8,SUP-159,197.0,5.04,1.18,1.27,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9803,98.6455,103.9,0.13,22.3,13.4,,9.7,43.6,3365.65,4796.74,8.74,0.0,2.19,150,4335.0,869.19,25.1,18.9667
MFG-LINE-PLT-002-02,PLT-002,WC-023,SHF-PLT-002-20200318-3,2020-03-18,3,451.0,PRD-2020-SKU-08961,electronics_pcb,WO-2020-34824,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.988,0.48,14.11,37.69,15.74,16.78,0.03,WC-001,16.35,92.95,WC-008,0.0,2113,1474,1473,1,0,1,225.13,281.25,0.8005,99.9816,1474,0.3,0,-30.24,19.6,451.0,421.1,0.9337,0.7468,0.9993,0.6968,21.82,31.32,29.9,499.8,1,reduced_speed,average,performance_loss,28.2,1,29.9,0.0,2,225.5,15.0,15.7,no,0.0,0.0,0.0,0.0,0.0,29.9,no,predictive,2.0,5.9,12,10,80.0,skilled,11.3,0.0,no,yes,71.0,SUP-089,184.0,5.06,1.19,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9816,98.0119,994.3,0.675,244.9,61.5,,8.3,417.6,1930.35,3954.96,9.19,0.0,2.3,150,4485.0,899.3,67.6,13.1917
MFG-LINE-PLT-004-03,PLT-004,WC-026,SHF-PLT-004-20211124-3,2021-11-24,3,430.2,PRD-2021-SKU-09131,industrial_machinery,WO-2021-19934,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,190.872,9.544,170.97,562.9,193.52,206.62,0.05,WC-001,190.93,90.94,WC-005,163.78,191,94,92,2,0,2,18.76,27.09,0.6925,98.6454,94,0.0,0,-50.79,0.56,430.2,340.1,0.7906,0.6121,0.9787,0.4736,14.15,29.88,90.1,59.6,2,idling_minor_stops,poor,performance_loss,39.5,2,90.1,0.0,5,86.0,18.0,61.5,yes,61.5,18.9,0.0,6.5,3.2,0.0,no,preventive,22.2,5.5,24,23,75.3,semi_skilled,2.7,1.0,no,no,23.5,SUP-151,13546.0,3.71,0.74,0.82,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,98.6454,97.6197,306.7,3.334,57.0,24.7,,7.8,128.8,6092.38,8142.4,42.65,0.0,21.32,100,9010.0,1823.32,49.9,198.303
MFG-LINE-PLT-005-06,PLT-005,WC-003,SHF-PLT-005-20220108-3,2022-01-08,3,461.7,PRD-2022-SKU-03485,automotive_body,WO-2022-92846,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,93.785,4.689,88.18,223.35,95.08,101.52,0.05,WC-001,98.21,95.2,WC-005,45.78,369,262,261,1,0,1,38.29,48.0,0.7977,99.9717,262,0.2,0,-29.0,1.88,461.7,410.6,0.8893,0.7976,0.9962,0.7066,22.66,32.06,51.1,66.5,1,idling_minor_stops,good,performance_loss,0.0,0,51.1,0.0,3,153.9,17.0,19.9,no,0.0,0.0,31.7,0.0,0.0,19.4,no,preventive,32.1,5.1,23,18,86.2,skilled,17.4,0.0,no,no,24.7,SUP-007,283.0,4.95,1.15,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9717,97.4039,552.5,2.117,131.6,47.3,11.1,8.3,232.0,6139.0,5475.87,59.87,0.0,14.97,200,10220.0,2058.97,52.9,104.6008
MFG-LINE-PLT-007-01,PLT-007,WC-017,SHF-PLT-007-20210615-3,2021-06-15,3,467.3,PRD-2021-SKU-07499,industrial_machinery,WO-2021-72850,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,213.168,6.395,190.42,639.32,212.53,223.72,0.03,WC-006,220.69,94.12,WC-008,192.01,164,97,96,1,0,1,16.83,21.16,0.7954,99.7549,97,4.0,13,-40.85,3.08,448.4,327.0,0.7293,0.841,0.9897,0.607,18.9,31.14,121.4,18.3,1,setup_adjustment,average,availability_loss,0.0,0,121.4,18.9,3,155.8,40.5,92.9,yes,92.9,17.7,0.0,10.8,0.0,0.0,yes,preventive,27.1,6.4,5,4,64.5,skilled,17.5,0.0,no,no,66.3,SUP-109,2451.0,4.31,0.94,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.7549,96.8789,286.8,2.988,63.8,35.5,,8.0,120.5,1242.98,1966.89,35.82,0.0,8.96,100,12140.0,2436.96,31.8,69.6293
MFG-LINE-PLT-005-06,PLT-005,WC-019,SHF-PLT-005-20200809-1,2020-08-09,1,464.1,PRD-2020-SKU-06298,automotive_body,WO-2020-34975,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,125.272,6.264,106.95,274.4,124.57,135.61,0.05,WC-004,129.43,93.92,WC-008,77.27,371,154,153,1,0,1,28.56,48.0,0.595,99.9689,154,3.6,10,-58.49,1.98,464.1,389.2,0.8386,0.4947,0.9935,0.4121,13.28,32.23,74.9,157.3,1,reduced_speed,poor,performance_loss,65.6,2,74.9,0.0,6,77.3,12.5,17.8,no,14.5,0.0,13.8,17.0,0.0,29.6,no,preventive,32.1,4.9,11,10,85.3,trainee,2.6,0.6,no,no,31.0,SUP-040,311.0,4.92,1.14,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9689,98.1333,474.1,3.099,84.4,55.2,9.5,7.5,199.1,2342.1,5017.53,30.6,0.0,7.65,200,14980.0,3003.65,58.3,78.9022
MFG-LINE-PLT-003-02,PLT-003,WC-025,SHF-PLT-003-20211102-1,2021-11-02,1,463.9,PRD-2021-SKU-01538,electronics_pcb,WO-2021-87125,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,39.299,4.716,36.15,112.23,38.06,47.08,0.12,WC-001,37.63,87.05,WC-001,0.0,762,603,602,1,0,1,91.53,98.63,0.928,99.9616,603,0.8,2,-20.87,8.65,463.9,395.3,0.8521,0.928,0.9983,0.7894,25.43,32.21,68.6,46.8,1,setup_adjustment,good,availability_loss,0.0,0,68.6,0.0,4,116.0,17.2,33.8,yes,0.0,33.8,15.6,6.9,0.0,12.4,no,preventive,24.8,5.5,10,9,75.3,multi_skilled,3.1,0.0,no,no,54.3,SUP-175,384.0,4.86,1.12,1.21,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9616,98.3721,616.4,1.024,134.5,57.1,,7.4,258.9,2546.44,4280.98,22.3,0.0,5.58,150,10290.0,2063.58,43.7,33.6783
MFG-LINE-PLT-004-02,PLT-004,WC-004,SHF-PLT-004-20231031-2,2023-10-31,2,441.8,PRD-2023-SKU-05692,industrial_machinery,WO-2023-58644,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,278.613,52.658,262.31,613.35,293.84,365.5,0.189,WC-001,312.94,99.9,WC-002,262.61,117,25,24,1,0,1,12.71,16.0,0.7944,99.4236,25,0.1,0,-78.63,0.47,441.8,161.3,0.3651,0.5812,0.96,0.2037,6.25,30.68,280.5,18.0,1,setup_adjustment,poor,availability_loss,43.3,2,280.5318234656884,0.0,1,441.8,33.0,280.5318234656884,yes,33.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,3.9,9,7,92.9,skilled,13.9,0.0,no,no,53.4,SUP-068,5764.0,4.03,0.84,0.86,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4236,96.8208,85.2,3.551,21.6,4.5,,7.6,35.8,3042.54,4265.37,26.91,0.0,6.73,100,28053.18,5617.37,44.4,332.5275
MFG-LINE-PLT-004-02,PLT-004,WC-043,SHF-PLT-004-20200611-2,2020-06-11,2,428.2,PRD-2020-SKU-07410,industrial_machinery,WO-2020-12718,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,298.571,63.745,283.37,638.58,293.08,403.75,0.213,WC-001,315.77,96.15,WC-002,282.57,113,84,83,1,0,1,11.93,16.0,0.7456,99.4865,84,1.9,7,-25.66,0.83,392.5,386.9,0.9857,0.8141,0.9881,0.7929,21.61,27.26,5.6,19.2,1,idling_minor_stops,good,performance_loss,0.0,0,5.6,35.7,1,428.2,5.6,5.6,no,0.0,0.0,0.0,0.0,5.6,0.0,yes,preventive,6.1,6.7,15,14,60.1,semi_skilled,6.5,1.7,no,no,13.8,SUP-163,5135.0,4.07,0.86,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4865,96.5709,214.6,2.585,59.3,29.4,,8.3,90.1,2230.34,4970.14,32.43,0.0,8.11,100,560.0,120.11,37.4,119.5735
MFG-LINE-PLT-003-04,PLT-003,WC-035,SHF-PLT-003-20220212-3,2022-02-12,3,452.0,PRD-2022-SKU-03224,electronics_pcb,WO-2022-34765,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.626,1.631,28.78,69.48,33.59,35.32,0.05,WC-003,32.96,91.84,WC-008,0.0,1000,729,728,1,0,1,110.28,132.84,0.8302,99.94,729,0.4,0,-27.1,6.44,452.0,396.6,0.8774,0.8302,0.9986,0.7274,22.83,31.39,55.4,149.1,1,idling_minor_stops,good,performance_loss,0.0,0,55.4,0.0,4,113.0,13.8,28.7,no,28.7,10.4,12.3,0.0,4.0,0.0,no,preventive,11.0,7.3,18,15,71.0,skilled,16.3,0.0,no,no,27.5,SUP-045,600.0,4.74,1.08,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.94,98.5537,455.7,0.626,120.5,38.5,,8.4,191.4,7211.18,16852.3,7.52,0.0,1.88,150,8310.0,1663.88,30.5,40.5846
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20220518-1,2022-05-18,1,450.5,PRD-2022-SKU-01308,industrial_machinery,WO-2022-01640,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,281.577,60.117,266.67,558.2,303.87,380.77,0.213,WC-001,262.86,84.87,WC-002,265.58,119,95,94,1,0,1,12.65,16.0,0.7906,99.5851,95,0.7,1,-20.17,4.17,412.6,412.6,1.0,0.8634,0.9895,0.8543,24.48,28.65,0.0,15.0,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,37.9,0,450.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,predictive,6.1,7.6,4,3,79.1,semi_skilled,1.0,0.0,no,no,15.7,SUP-036,4149.0,4.14,0.88,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5851,99.4501,182.1,1.937,48.3,17.5,,8.7,76.5,1210.62,2419.26,33.34,0.0,8.34,100,0.0,8.34,31.0,72.3104
MFG-LINE-PLT-003-05,PLT-003,WC-004,SHF-PLT-003-20240730-2,2024-07-30,2,473.0,PRD-2024-SKU-02350,electronics_pcb,WO-2024-48666,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,66.502,7.98,62.48,94.58,68.25,79.67,0.12,WC-002,71.15,97.26,WC-005,0.0,724,380,379,1,0,1,54.01,92.07,0.5866,99.7921,380,1.1,3,-47.51,2.53,473.0,456.6,0.9653,0.5423,0.9974,0.5222,17.15,32.85,16.4,320.7,1,idling_minor_stops,average,performance_loss,34.4,1,16.4,0.0,1,473.0,16.4,16.4,no,0.0,0.0,16.4,0.0,0.0,0.0,no,preventive,2.5,5.8,21,19,69.1,trainee,9.2,0.0,no,yes,11.1,SUP-193,2079.0,4.37,0.96,1.09,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7921,97.44,398.3,1.051,70.9,43.3,,7.4,167.3,3582.77,8837.66,17.61,0.0,4.4,150,2460.0,496.4,59.9,50.428
MFG-LINE-PLT-002-01,PLT-002,WC-007,SHF-PLT-002-20210115-3,2021-01-15,3,457.3,PRD-2021-SKU-01841,electronics_pcb,WO-2021-96287,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.802,2.39,43.12,107.07,46.57,51.75,0.05,WC-001,47.88,91.06,WC-002,0.0,719,431,430,1,0,1,75.17,94.49,0.7955,99.9595,431,0.0,0,-40.06,3.76,457.3,357.6,0.782,0.7653,0.9977,0.597,18.96,31.76,99.7,132.2,1,reduced_speed,average,performance_loss,13.6,1,99.7,0.0,6,76.2,16.6,52.9,yes,0.0,75.8,0.0,15.6,8.3,0.0,no,predictive,26.7,5.7,21,15,75.6,skilled,23.9,0.0,no,no,35.6,SUP-052,405.0,4.85,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9595,98.8968,386.1,0.898,94.1,33.1,,7.8,162.2,3561.35,4603.57,15.97,0.0,3.99,150,14955.0,2994.99,45.2,34.9953
MFG-LINE-PLT-010-02,PLT-010,WC-027,SHF-PLT-010-20241011-2,2024-10-11,2,457.4,PRD-2024-SKU-02364,industrial_machinery,WO-2024-99686,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,350.189,66.186,324.55,1046.97,365.96,459.4,0.189,WC-004,436.96,99.9,WC-001,337.81,93,64,63,1,0,1,10.17,12.38,0.8215,99.6266,64,1.0,3,-31.18,0.46,457.4,415.9,0.9093,0.746,0.9844,0.6677,21.21,31.77,41.5,21.8,1,reduced_speed,average,performance_loss,38.4,1,41.5,0.0,2,228.7,20.8,31.5,yes,31.5,0.0,0.0,10.0,0.0,0.0,no,corrective,32.7,5.3,20,18,69.2,skilled,6.5,0.2,no,no,37.5,SUP-149,3734.0,4.18,0.89,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6266,97.7391,185.5,2.944,36.0,13.0,,8.0,77.9,5017.0,6971.15,90.19,0.0,22.55,100,4150.0,852.55,71.8,281.9097
MFG-LINE-PLT-003-05,PLT-003,WC-010,SHF-PLT-003-20210105-2,2021-01-05,2,449.5,PRD-2021-SKU-06634,electronics_pcb,WO-2021-02345,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,50.962,6.115,45.49,90.45,50.17,61.05,0.12,WC-004,54.64,97.47,WC-002,0.0,688,464,463,1,0,1,70.59,92.07,0.7667,99.8672,464,0.8,1,-32.56,61.8,449.5,414.4,0.9219,0.7296,0.9978,0.6712,20.95,31.22,35.1,172.0,1,idling_minor_stops,average,performance_loss,20.0,2,35.1,0.0,2,224.8,17.6,28.5,no,0.0,0.0,0.0,6.6,0.0,28.5,no,emergency,2.5,6.8,2,1,66.6,semi_skilled,14.0,1.6,no,no,42.9,SUP-027,1328.0,4.5,1.0,1.02,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8672,98.8577,269.5,0.582,64.1,16.7,,8.5,113.2,243.52,262.94,9.11,0.0,2.28,150,5265.0,1055.28,64.4,10.2235
MFG-LINE-PLT-002-03,PLT-002,WC-045,SHF-PLT-002-20241109-2,2024-11-09,2,476.4,PRD-2024-SKU-03229,electronics_pcb,WO-2024-81234,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,47.9,2.395,42.62,76.49,47.64,51.85,0.05,WC-005,50.53,95.89,WC-010,0.0,653,549,548,1,0,1,75.05,82.38,0.911,99.9701,549,0.5,1,-15.93,4.6,476.4,438.9,0.9213,0.911,0.9982,0.8377,27.72,33.09,37.5,53.6,1,reduced_speed,good,performance_loss,0.0,0,37.5,0.0,2,238.2,18.7,27.9,no,27.9,0.0,9.6,0.0,0.0,0.0,no,preventive,13.3,6.3,17,15,69.3,expert,7.3,0.0,no,no,10.5,SUP-176,299.0,4.93,1.14,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9701,99.0325,692.1,1.263,144.8,84.3,,6.8,290.7,6394.39,6218.3,11.41,0.0,2.85,150,5625.0,1127.85,71.3,34.4467
MFG-LINE-PLT-004-02,PLT-004,WC-044,SHF-PLT-004-20220623-1,2022-06-23,1,457.8,PRD-2022-SKU-04040,industrial_machinery,WO-2022-73693,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,249.853,47.222,222.81,405.82,265.2,327.77,0.189,WC-002,294.91,99.9,WC-001,233.85,121,39,38,1,0,1,14.2,16.0,0.8875,99.7296,39,0.4,1,-67.77,4.98,457.8,340.1,0.7429,0.43,0.9744,0.3112,9.89,31.79,117.7,51.7,1,reduced_speed,poor,performance_loss,175.3,4,117.7,0.0,6,76.3,19.6,40.0,yes,30.1,29.7,57.8,0.0,0.0,0.0,no,corrective,6.1,6.6,1,1,66.2,skilled,5.0,0.0,no,no,75.1,SUP-132,2704.0,4.28,0.93,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7296,97.7268,78.5,2.066,16.6,11.0,,8.6,33.0,483.64,1037.91,36.12,0.0,9.03,100,11770.0,2363.03,60.1,77.1113
MFG-LINE-PLT-005-02,PLT-005,WC-004,SHF-PLT-005-20210112-2,2021-01-12,2,467.1,PRD-2021-SKU-02962,automotive_body,WO-2021-44553,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,51.083,4.087,47.68,85.01,52.95,57.83,0.08,WC-001,52.57,93.56,WC-005,0.0,589,515,514,1,0,1,70.45,75.79,0.9295,99.9875,515,1.6,5,-12.56,3.14,467.1,456.3,0.9769,0.8935,0.9981,0.8711,28.26,32.44,10.8,61.4,1,reduced_speed,world_class,performance_loss,17.7,2,10.8,0.0,1,467.1,10.8,10.8,no,0.0,0.0,10.8,0.0,0.0,0.0,no,corrective,1.3,6.6,23,21,86.7,expert,6.9,0.0,no,no,83.8,SUP-078,125.0,5.16,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9875,97.9073,1753.8,3.412,379.2,126.3,35.1,7.3,736.6,7416.45,15373.95,65.1,0.0,16.27,200,2160.0,448.27,52.9,109.566
MFG-LINE-PLT-003-01,PLT-003,WC-044,SHF-PLT-003-20240611-1,2024-06-11,1,456.1,PRD-2024-SKU-04304,electronics_pcb,WO-2024-86237,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.174,1.209,21.52,29.02,24.03,26.17,0.05,WC-002,25.37,95.4,WC-010,0.0,1333,895,894,1,0,1,148.9,175.61,0.8479,99.934,895,1.0,2,-32.86,6.19,456.1,397.6,0.8717,0.7692,0.9989,0.6698,21.21,31.67,58.5,268.6,1,idling_minor_stops,average,performance_loss,36.9,2,58.5,0.0,3,152.0,19.5,33.1,yes,33.1,10.4,0.0,15.1,0.0,0.0,no,emergency,24.0,4.5,21,19,87.3,skilled,6.4,0.0,no,yes,30.7,SUP-089,660.0,4.71,1.07,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.934,99.7634,298.6,0.334,55.7,35.5,,9.2,125.4,5654.94,7487.56,18.64,0.0,4.66,150,8775.0,1759.66,69.1,33.3616
MFG-LINE-PLT-008-01,PLT-008,WC-033,SHF-PLT-008-20230908-2,2023-09-08,2,459.6,PRD-2023-SKU-02089,medical_devices,WO-2023-42333,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,135.251,16.23,122.7,187.73,129.62,162.03,0.12,WC-002,134.81,90.61,WC-003,103.64,242,128,127,1,0,1,26.6,31.61,0.8415,99.9837,128,2.8,10,-47.11,8.29,459.6,352.4,0.7668,0.6895,0.9922,0.5245,16.74,31.92,107.2,57.6,1,reduced_speed,average,performance_loss,63.6,3,107.2,0.0,5,91.9,21.4,49.7,yes,56.5,11.1,11.2,0.0,0.0,28.3,no,preventive,7.3,6.6,3,2,67.3,skilled,0.9,0.0,no,no,57.2,SUP-027,163.0,5.09,1.2,1.35,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9837,98.3049,268.9,2.117,51.6,14.7,,6.5,112.9,461.07,378.52,12.61,0.0,3.15,250,26800.0,5363.15,74.2,19.3202
MFG-LINE-PLT-005-05,PLT-005,WC-044,SHF-PLT-005-20220720-2,2022-07-20,2,474.1,PRD-2022-SKU-02676,automotive_body,WO-2022-02174,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.266,2.078,61.59,104.86,69.14,72.69,0.03,WC-001,70.22,92.16,WC-002,10.25,466,321,320,1,0,1,51.95,59.02,0.8802,99.99,321,1.2,4,-31.12,3.12,474.1,370.8,0.7821,0.8802,0.9969,0.6863,22.59,32.92,103.3,43.7,1,setup_adjustment,average,availability_loss,0.0,0,103.3,0.0,4,118.5,25.8,55.2,yes,69.8,13.1,0.0,0.0,20.4,0.0,no,preventive,23.7,5.8,15,13,77.8,multi_skilled,11.3,0.0,no,no,40.4,SUP-136,57.0,5.36,1.29,1.48,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.26,907.8,2.837,179.9,90.2,18.2,7.7,381.3,4859.07,10231.51,33.76,0.0,8.44,200,20660.0,4140.44,59.2,81.0236
MFG-LINE-PLT-003-04,PLT-003,WC-031,SHF-PLT-003-20210114-1,2021-01-14,1,451.0,PRD-2021-SKU-02194,electronics_pcb,WO-2021-10130,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.752,1.538,28.36,54.33,30.5,33.29,0.05,WC-005,31.7,93.72,WC-004,0.0,997,795,794,1,0,1,117.0,132.84,0.8808,99.9433,795,0.1,0,-20.26,15.09,451.0,407.7,0.904,0.8807,0.9987,0.7952,24.91,31.32,43.3,107.7,1,idling_minor_stops,good,performance_loss,0.0,0,43.3,0.0,2,225.5,21.7,22.8,no,43.3,0.0,0.0,0.0,0.0,0.0,no,preventive,11.0,6.4,9,7,65.7,skilled,11.3,0.0,no,no,10.6,SUP-075,567.0,4.75,1.08,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9433,97.4236,624.9,0.787,147.3,84.9,,8.0,262.5,1527.64,2665.22,8.59,0.0,2.15,150,6495.0,1301.15,46.4,13.8815
MFG-LINE-PLT-010-04,PLT-010,WC-004,SHF-PLT-010-20240410-3,2024-04-10,3,450.2,PRD-2024-SKU-09714,industrial_machinery,WO-2024-32770,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,328.278,39.393,299.73,927.74,336.5,393.28,0.12,WC-007,355.57,98.47,WC-006,314.66,101,54,53,1,0,1,10.94,13.62,0.8032,99.7481,54,0.0,0,-46.53,1.18,406.8,312.7,0.7687,0.7608,0.9815,0.574,16.21,28.25,94.1,17.0,1,idling_minor_stops,average,performance_loss,59.9,2,94.1,43.4,4,112.5,23.5,38.9,yes,72.7,0.0,0.0,0.0,0.0,21.4,yes,preventive,14.7,6.5,9,6,94.0,skilled,24.8,0.0,no,no,60.8,SUP-166,2519.0,4.3,0.93,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7481,96.9865,120.6,2.275,31.7,14.9,,8.5,50.7,2501.85,2460.57,42.0,0.0,10.5,100,9410.0,1892.5,72.2,136.423
MFG-LINE-PLT-007-02,PLT-007,WC-028,SHF-PLT-007-20200416-3,2020-04-16,3,421.1,PRD-2020-SKU-05573,industrial_machinery,WO-2020-22082,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,272.239,32.669,255.39,573.29,273.69,326.14,0.12,WC-002,265.83,88.77,WC-001,256.7,108,80,79,1,0,1,13.07,15.54,0.8411,99.8194,80,0.4,0,-25.93,0.75,421.1,367.2,0.872,0.8408,0.9875,0.7241,21.18,29.25,53.9,15.1,1,idling_minor_stops,good,performance_loss,0.0,0,53.9,0.0,4,105.3,13.5,19.5,no,38.0,6.3,9.7,0.0,0.0,0.0,no,corrective,32.8,3.7,19,15,73.1,expert,17.4,0.0,no,no,22.4,SUP-102,1806.0,4.41,0.97,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8194,99.3318,22.7,0.287,5.2,1.6,,9.8,9.5,4301.83,3715.37,52.67,0.0,13.17,100,5390.0,1091.17,34.3,154.8203
MFG-LINE-PLT-010-01,PLT-010,WC-010,SHF-PLT-010-20210404-3,2021-04-04,3,469.1,PRD-2021-SKU-09870,industrial_machinery,WO-2021-55643,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,401.493,32.119,380.87,503.55,409.89,454.49,0.08,WC-001,420.21,95.15,WC-002,388.62,100,62,61,1,0,1,8.86,12.87,0.6884,99.6888,62,1.0,2,-38.0,0.78,469.1,447.2,0.9533,0.6463,0.9839,0.6062,19.75,32.58,21.9,33.9,1,idling_minor_stops,average,performance_loss,27.2,1,21.9,0.0,2,234.6,10.9,13.3,no,0.0,8.6,0.0,0.0,0.0,13.3,no,preventive,19.7,5.5,14,10,92.1,semi_skilled,23.1,0.0,no,no,60.5,SUP-084,3112.0,4.24,0.91,0.93,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6888,96.928,196.1,3.215,47.4,23.9,,7.9,82.4,4350.52,6597.65,86.3,0.0,21.57,100,2190.0,459.57,66.1,267.193
MFG-LINE-PLT-003-02,PLT-003,WC-029,SHF-PLT-003-20211121-1,2021-11-21,1,425.5,PRD-2021-SKU-01123,electronics_pcb,WO-2021-30980,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,59.657,7.159,52.48,100.15,59.82,71.47,0.12,WC-001,56.5,86.09,WC-001,0.0,697,389,387,2,0,2,60.34,98.63,0.6118,99.6618,389,4.9,17,-44.19,3.03,395.3,356.6,0.9021,0.6636,0.9949,0.5956,16.35,27.45,38.7,197.2,2,reduced_speed,average,performance_loss,0.0,0,38.7,30.2,4,106.4,9.7,13.0,no,0.0,0.0,11.1,0.0,4.5,23.1,yes,predictive,24.8,6.0,19,18,68.2,trainee,0.1,1.7,no,no,62.2,SUP-140,3382.0,4.21,0.9,0.9,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.6618,97.3774,268.6,0.694,57.4,36.0,,8.3,112.8,7314.88,9244.38,7.97,0.0,3.98,150,5805.0,1164.98,45.3,50.8
MFG-LINE-PLT-007-01,PLT-007,WC-038,SHF-PLT-007-20200512-3,2020-05-12,3,421.1,PRD-2020-SKU-04863,industrial_machinery,WO-2020-00531,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,238.268,7.148,222.92,566.42,237.28,250.06,0.03,WC-004,246.19,93.93,WC-010,217.11,148,100,99,1,0,1,15.1,21.16,0.7136,99.8508,100,0.1,0,-32.43,0.78,421.1,397.3,0.9435,0.7136,0.99,0.6665,19.49,29.24,23.8,40.1,1,idling_minor_stops,average,performance_loss,0.0,0,23.8,0.0,2,210.5,11.9,13.5,no,0.0,0.0,23.8,0.0,0.0,0.0,no,preventive,27.1,5.2,19,18,63.8,semi_skilled,3.6,0.0,no,no,46.1,SUP-180,1492.0,4.47,0.99,0.99,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8508,98.0016,455.5,4.601,117.3,26.8,,6.9,191.3,3295.41,3086.97,81.04,0.0,20.26,100,2380.0,496.26,54.9,146.3271
MFG-LINE-PLT-010-02,PLT-010,WC-004,SHF-PLT-010-20220508-1,2022-05-08,1,460.7,PRD-2022-SKU-07469,industrial_machinery,WO-2022-61121,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,338.433,63.964,308.15,652.22,361.87,443.97,0.189,WC-003,372.74,99.9,WC-005,326.05,94,70,69,1,0,1,10.54,12.38,0.8514,99.5676,70,0.3,1,-25.53,1.0,460.7,398.3,0.8646,0.852,0.9857,0.7261,23.23,31.99,62.4,12.2,1,reduced_speed,good,performance_loss,0.0,0,62.4,0.0,4,115.2,15.6,28.6,no,28.6,0.0,17.8,0.0,16.0,0.0,no,emergency,32.7,5.2,10,9,77.4,skilled,9.1,0.0,no,no,27.8,SUP-014,4324.0,4.13,0.88,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5676,98.8573,259.7,3.764,45.2,23.7,,7.5,109.1,3241.61,5632.15,62.38,0.0,15.6,100,6240.0,1263.6,25.2,191.8893
MFG-LINE-PLT-010-03,PLT-010,WC-015,SHF-PLT-010-20200420-2,2020-04-20,2,441.2,PRD-2020-SKU-06714,industrial_machinery,WO-2020-76562,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.837,5.02,39.18,105.72,41.74,50.12,0.12,WC-001,43.02,93.48,WC-004,0.0,759,618,616,2,0,2,85.95,103.45,0.8308,99.8216,618,0.5,1,-18.58,6.98,441.2,431.4,0.9778,0.8309,0.9968,0.8098,24.81,30.64,9.8,125.8,2,idling_minor_stops,good,performance_loss,0.0,0,9.8,0.0,1,441.2,9.8,9.8,no,0.0,0.0,0.0,9.8,0.0,0.0,no,corrective,29.1,5.5,13,12,70.3,skilled,5.3,0.0,no,no,88.3,SUP-144,1784.0,4.41,0.97,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8216,99.2298,1480.9,2.404,278.1,91.9,,8.4,622.0,2099.03,3319.68,24.94,0.0,12.47,100,980.0,208.47,69.3,33.8176
MFG-LINE-PLT-005-05,PLT-005,WC-024,SHF-PLT-005-20211014-2,2021-10-14,2,454.6,PRD-2021-SKU-05089,automotive_body,WO-2021-55397,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,81.765,2.453,73.88,237.05,81.19,85.81,0.03,WC-002,82.45,91.67,WC-001,22.74,447,328,327,1,0,1,43.98,59.02,0.7452,99.9812,328,0.2,0,-26.62,2.7,454.6,447.5,0.9844,0.7452,0.997,0.7313,23.09,31.57,7.1,112.1,1,reduced_speed,good,performance_loss,0.0,0,7.1,0.0,1,454.6,7.1,7.1,no,0.0,0.0,7.1,0.0,0.0,0.0,no,preventive,23.7,5.3,18,16,89.8,semi_skilled,7.7,0.0,no,no,26.4,SUP-075,188.0,5.06,1.19,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9812,98.1848,589.6,1.803,136.8,38.4,11.8,8.6,247.6,7083.84,12838.8,55.12,0.0,13.78,200,1420.0,297.78,66.9,116.2141
MFG-LINE-PLT-005-02,PLT-005,WC-001,SHF-PLT-005-20200924-2,2020-09-24,2,429.2,PRD-2020-SKU-03855,automotive_body,WO-2020-10875,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.463,4.197,45.85,153.65,52.14,59.39,0.08,WC-003,53.98,93.53,WC-001,0.0,542,412,411,1,0,1,68.57,75.79,0.9047,99.9832,412,0.6,2,-23.99,3.02,401.4,401.4,1.0,0.8126,0.9976,0.8106,22.59,27.87,0.0,95.0,1,reduced_speed,good,performance_loss,68.7,2,0.0,27.8,0,429.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,1.3,6.4,22,19,69.8,expert,13.1,0.0,no,no,28.9,SUP-022,168.0,5.09,1.2,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9832,97.2298,681.0,1.657,177.9,48.3,13.6,8.7,286.0,7906.37,9867.2,40.0,0.0,10.0,200,0.0,10.0,51.3,83.342
MFG-LINE-PLT-005-04,PLT-005,WC-015,SHF-PLT-005-20200530-1,2020-05-30,1,465.0,PRD-2020-SKU-05119,automotive_body,WO-2020-17841,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,58.915,7.07,53.52,144.92,59.23,70.58,0.12,WC-002,59.7,92.12,WC-001,0.0,598,389,388,1,0,1,61.07,77.25,0.7906,99.9328,389,0.0,0,-34.95,4.17,465.0,422.3,0.9082,0.7154,0.9974,0.648,20.93,32.29,42.7,154.8,1,idling_minor_stops,average,performance_loss,40.2,4,42.7,0.0,3,155.0,14.2,27.7,no,0.0,32.9,9.8,0.0,0.0,0.0,no,corrective,15.6,6.8,14,12,62.1,semi_skilled,9.6,0.0,no,no,75.0,SUP-004,672.0,4.71,1.07,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9328,97.9863,1217.5,3.138,270.1,177.8,24.4,7.5,511.3,5819.11,6426.76,16.55,0.0,4.14,200,8540.0,1712.14,32.6,48.1542
MFG-LINE-PLT-006-01,PLT-006,WC-036,SHF-PLT-006-20201225-2,2020-12-25,2,445.8,PRD-2020-SKU-09138,food_beverage,WO-2020-62850,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,33.295,3.995,31.1,75.12,31.32,39.89,0.12,WC-012,34.38,93.86,WC-007,0.0,1084,529,527,2,1,1,108.08,146.34,0.7386,99.7617,530,1.7,4,-51.2,7.88,445.8,369.3,0.8284,0.5872,0.9962,0.4846,15.0,30.96,76.5,371.9,2,reduced_speed,poor,performance_loss,75.7,2,76.5,0.0,3,148.6,25.5,32.5,yes,32.5,0.0,0.0,0.0,0.0,44.1,no,corrective,33.4,5.9,11,9,64.1,semi_skilled,10.5,1.2,no,no,12.7,SUP-091,2383.0,4.32,0.94,0.98,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7617,97.0099,143.3,0.272,35.5,18.4,,8.6,60.2,2048.62,1800.92,8.45,8.45,2.11,80,6120.0,1234.56,39.1,15.7867
MFG-LINE-PLT-003-04,PLT-003,WC-003,SHF-PLT-003-20210209-1,2021-02-09,1,443.3,PRD-2021-SKU-07010,electronics_pcb,WO-2021-22162,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.912,1.546,27.5,63.45,31.42,33.46,0.05,WC-008,32.02,94.17,WC-003,0.0,981,547,546,1,0,1,116.31,132.84,0.8756,99.9672,547,1.3,5,-44.24,3.21,443.3,388.7,0.8768,0.6356,0.9982,0.5563,17.13,30.78,54.6,313.6,1,reduced_speed,average,performance_loss,106.5,3,54.6,0.0,5,88.7,10.9,17.8,no,17.8,24.5,0.0,8.0,4.3,0.0,no,preventive,11.0,6.4,24,23,94.0,skilled,3.9,0.0,no,no,16.9,SUP-040,328.0,4.91,1.14,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9672,97.9606,393.1,0.72,72.4,41.8,,8.2,165.1,6339.27,13188.31,11.97,0.0,2.99,150,8190.0,1640.99,36.5,47.7567
MFG-LINE-PLT-005-01,PLT-005,WC-004,SHF-PLT-005-20240429-2,2024-04-29,2,479.4,PRD-2024-SKU-02720,automotive_body,WO-2024-97936,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.464,4.496,32.62,97.72,37.85,44.88,0.12,WC-004,39.8,96.57,WC-001,0.0,835,699,698,1,0,1,96.01,104.65,0.9174,99.9686,699,0.9,2,-16.29,6.24,479.4,436.8,0.9111,0.9174,0.9986,0.8347,27.79,33.29,42.6,62.9,1,equipment_failure,good,availability_loss,0.0,0,42.6,0.0,3,159.8,14.2,22.6,no,0.0,0.0,37.3,0.0,5.3,0.0,no,corrective,20.8,6.9,16,14,65.9,expert,11.7,0.0,no,no,68.3,SUP-119,314.0,4.92,1.14,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9686,99.563,1315.7,1.885,257.4,107.1,26.3,8.5,552.6,2177.61,2292.55,47.79,0.0,11.95,200,8520.0,1715.95,36.5,54.2627
MFG-LINE-PLT-010-03,PLT-010,WC-029,SHF-PLT-010-20240202-2,2024-02-02,2,427.6,PRD-2024-SKU-01452,industrial_machinery,WO-2024-46866,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.133,5.176,40.49,104.51,44.87,51.67,0.12,WC-007,45.7,96.32,WC-006,0.0,735,558,556,2,1,1,83.42,103.45,0.8064,99.6987,559,0.9,1,-24.08,5.57,427.6,401.3,0.9385,0.8064,0.9964,0.7541,22.39,29.7,26.3,134.0,2,idling_minor_stops,good,performance_loss,0.0,0,26.3,0.0,2,213.8,13.2,14.6,no,0.0,0.0,0.0,11.7,14.6,0.0,no,corrective,29.1,4.3,16,14,75.0,skilled,8.4,0.0,no,no,79.3,SUP-189,3013.0,4.25,0.92,0.92,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6987,98.1236,1993.8,3.586,490.6,262.3,,7.6,837.4,2834.83,3301.87,43.51,43.51,10.88,100,2630.0,580.39,35.7,54.7037
MFG-LINE-PLT-009-02,PLT-009,WC-038,SHF-PLT-009-20210505-1,2021-05-05,1,446.3,PRD-2021-SKU-09585,automotive_body,WO-2021-45968,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.518,1.876,32.44,88.52,38.13,40.61,0.05,WC-002,39.21,95.01,WC-003,0.0,811,688,687,1,0,1,95.85,109.09,0.8786,99.9757,688,2.2,6,-15.17,10.26,446.3,430.7,0.965,0.8786,0.9985,0.8466,26.24,30.99,15.6,95.1,1,reduced_speed,good,performance_loss,0.0,0,15.6,0.0,1,446.3,15.6,15.6,no,0.0,0.0,15.6,0.0,0.0,0.0,no,corrective,14.2,5.8,11,9,89.4,skilled,12.5,0.0,no,yes,21.5,SUP-075,243.0,4.99,1.16,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9757,99.2832,1371.9,1.997,259.1,109.6,27.4,8.4,576.2,4313.84,5128.31,84.96,0.0,21.24,200,3120.0,645.24,62.7,98.8277
MFG-LINE-PLT-005-05,PLT-005,WC-032,SHF-PLT-005-20230921-1,2023-09-21,1,456.9,PRD-2023-SKU-06273,automotive_body,WO-2023-07300,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.261,2.108,63.05,96.28,70.22,73.74,0.03,WC-002,72.67,94.03,WC-003,11.24,449,343,342,1,0,1,51.22,59.02,0.8678,99.99,343,0.2,0,-23.61,3.45,434.8,416.3,0.9575,0.8377,0.9971,0.7997,24.15,30.19,18.5,66.5,1,idling_minor_stops,good,performance_loss,36.6,1,18.5,22.1,2,228.4,9.2,12.3,no,0.0,0.0,0.0,12.3,6.2,0.0,yes,preventive,23.7,4.2,15,13,83.5,skilled,11.7,0.0,no,no,24.0,SUP-119,95.0,5.23,1.24,1.42,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.932,1053.4,3.08,263.5,139.2,21.1,7.5,442.4,6162.13,13256.57,108.09,0.0,27.02,200,3700.0,767.02,54.7,165.1859
MFG-LINE-PLT-002-02,PLT-002,WC-018,SHF-PLT-002-20230112-3,2023-01-12,3,469.6,PRD-2023-SKU-07441,electronics_pcb,WO-2023-37174,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.494,0.435,12.47,28.9,14.36,15.21,0.03,WC-009,14.8,92.85,WC-006,0.0,2200,1576,1575,1,0,1,248.33,281.25,0.883,99.9775,1576,0.7,1,-28.36,10.59,469.6,469.6,1.0,0.716,0.9994,0.7155,23.33,32.61,0.0,625.1,1,idling_minor_stops,good,performance_loss,88.8,3,0.0,0.0,0,469.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.2,24,19,75.5,expert,18.3,0.0,no,no,64.5,SUP-067,225.0,5.01,1.17,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9775,97.2351,1242.7,0.789,280.6,179.6,,8.0,521.9,3752.57,9358.26,15.56,0.0,3.89,150,0.0,3.89,48.5,23.8942
MFG-LINE-PLT-010-01,PLT-010,WC-026,SHF-PLT-010-20200823-1,2020-08-23,1,478.3,PRD-2020-SKU-03959,industrial_machinery,WO-2020-64745,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,356.879,28.55,308.63,999.28,381.38,403.99,0.08,WC-003,376.35,95.87,WC-001,344.01,102,54,53,1,0,1,9.99,12.87,0.7762,99.8354,54,0.7,2,-47.06,0.37,478.3,354.0,0.7401,0.7111,0.9815,0.5166,17.16,33.21,124.3,21.9,1,idling_minor_stops,average,performance_loss,29.7,1,124.3,0.0,2,239.1,62.1,101.6,yes,101.6,22.7,0.0,0.0,0.0,0.0,no,corrective,19.7,6.0,22,18,64.2,semi_skilled,14.7,0.0,no,no,58.1,SUP-090,1646.0,4.44,0.98,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8354,97.7539,170.8,3.222,40.9,19.8,,7.9,71.7,3283.19,7131.34,33.9,0.0,8.47,100,12430.0,2494.47,28.3,231.0402
MFG-LINE-PLT-003-03,PLT-003,WC-013,SHF-PLT-003-20240109-1,2024-01-09,1,464.8,PRD-2024-SKU-07729,electronics_pcb,WO-2024-70331,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.849,0.542,9.79,25.12,10.98,11.74,0.05,WC-003,10.84,90.81,WC-002,0.0,2903,1671,1670,1,0,1,331.66,375.0,0.8844,99.9476,1671,0.3,0,-42.44,71.86,464.8,376.7,0.8104,0.7098,0.9994,0.5749,18.56,32.28,88.1,683.2,1,idling_minor_stops,average,performance_loss,74.4,3,88.1,0.0,8,58.1,11.0,28.7,no,56.4,0.0,14.5,2.9,2.2,12.1,no,corrective,16.8,5.1,4,3,83.5,skilled,11.2,0.0,no,no,12.8,SUP-050,524.0,4.78,1.09,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9476,97.6448,108.5,0.065,18.9,13.9,,9.8,45.6,1317.18,2055.39,12.91,0.0,3.23,150,13215.0,2646.23,47.2,14.9372
MFG-LINE-PLT-008-02,PLT-008,WC-001,SHF-PLT-008-20241116-3,2024-11-16,3,442.5,PRD-2024-SKU-03707,medical_devices,WO-2024-28523,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,47.856,3.828,45.18,72.91,49.34,54.17,0.08,WC-005,49.72,94.45,WC-006,0.0,685,496,495,1,0,1,75.21,93.02,0.8085,99.9124,496,0.2,0,-27.59,4.79,442.5,395.7,0.8942,0.8085,0.998,0.7215,22.17,30.73,46.8,117.5,1,idling_minor_stops,good,performance_loss,0.0,0,46.8,0.0,3,147.5,15.6,25.0,no,25.0,0.0,0.0,0.0,4.5,17.4,no,corrective,8.4,6.9,16,14,60.2,skilled,7.6,0.0,no,no,38.3,SUP-036,876.0,4.63,1.04,1.05,contamination,functional_failure,automated_vision,yes,no,no,no,99.9124,99.4188,590.0,1.192,109.4,58.6,,8.0,247.8,5314.28,4962.22,18.45,0.0,4.61,250,11700.0,2344.61,28.8,39.2479
MFG-LINE-PLT-003-04,PLT-003,WC-015,SHF-PLT-003-20220113-2,2022-01-13,2,473.4,PRD-2022-SKU-01881,electronics_pcb,WO-2022-49451,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.133,1.657,28.77,51.12,32.47,35.87,0.05,WC-007,33.88,92.95,WC-004,0.0,1047,797,796,1,0,1,108.6,132.84,0.8175,99.9458,797,1.0,3,-23.88,50.44,473.4,440.3,0.9301,0.8175,0.9987,0.7594,24.97,32.88,33.1,177.9,1,reduced_speed,good,performance_loss,0.0,0,33.1,0.0,2,236.7,16.6,24.1,no,24.1,0.0,0.0,9.0,0.0,0.0,no,preventive,11.0,5.4,3,2,84.8,skilled,12.6,1.4,no,yes,56.6,SUP-094,542.0,4.77,1.09,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9458,98.673,1190.8,1.496,298.7,83.3,,6.3,500.1,997.1,2319.05,20.21,0.0,5.05,150,4965.0,998.05,25.8,24.4014
MFG-LINE-PLT-010-04,PLT-010,WC-027,SHF-PLT-010-20200314-1,2020-03-14,1,460.2,PRD-2020-SKU-08446,industrial_machinery,WO-2020-00741,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,303.005,36.361,264.88,707.0,288.75,363.0,0.12,WC-003,322.93,96.89,WC-006,289.38,103,71,70,1,0,1,11.77,13.62,0.8642,98.981,71,1.7,6,-31.07,0.83,460.2,393.7,0.8555,0.7944,0.9859,0.67,21.41,31.96,66.5,18.4,1,idling_minor_stops,average,performance_loss,31.9,1,66.5,0.0,3,153.4,22.2,45.0,yes,45.0,0.0,11.4,0.0,10.2,0.0,no,emergency,14.7,6.2,12,11,75.7,skilled,6.8,0.0,no,no,21.9,SUP-027,10190.0,3.82,0.77,0.78,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,98.981,98.2262,296.9,4.242,65.6,38.1,,7.2,124.7,4959.76,4267.67,56.31,0.0,14.08,100,6650.0,1344.08,32.5,188.9349
MFG-LINE-PLT-005-01,PLT-005,WC-005,SHF-PLT-005-20230606-2,2023-06-06,2,469.7,PRD-2023-SKU-01805,automotive_body,WO-2023-93092,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,38.27,4.592,33.6,70.38,37.14,45.85,0.12,WC-001,41.63,98.9,WC-003,0.0,819,696,695,1,0,1,94.05,104.65,0.8987,99.9708,696,0.1,0,-15.02,7.4,469.7,463.0,0.9857,0.8618,0.9986,0.8483,27.67,32.62,6.7,111.6,1,reduced_speed,good,performance_loss,19.0,1,6.7,0.0,1,469.7,6.7,6.7,no,0.0,0.0,0.0,0.0,6.7,0.0,no,corrective,20.8,6.5,13,12,76.1,expert,6.1,0.0,no,no,18.2,SUP-129,292.0,4.94,1.15,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9708,99.5298,2014.8,2.899,411.7,147.9,40.3,7.7,846.2,5271.18,5755.1,23.22,0.0,5.8,200,1340.0,273.8,37.5,39.1186
MFG-LINE-PLT-009-01,PLT-009,WC-018,SHF-PLT-009-20211110-2,2021-11-10,2,427.4,PRD-2021-SKU-03209,automotive_body,WO-2021-10512,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,78.049,9.366,69.57,193.62,80.93,93.5,0.12,WC-003,83.56,97.33,WC-004,20.73,408,248,247,1,0,1,46.03,57.32,0.803,99.9686,248,0.5,1,-39.22,3.15,389.0,284.9,0.7324,0.9112,0.996,0.6646,17.95,27.01,104.1,24.2,1,setup_adjustment,average,availability_loss,0.0,0,104.1,38.4,7,61.1,14.9,29.3,no,29.3,59.6,0.0,10.8,4.5,0.0,yes,preventive,28.2,3.9,12,11,86.7,skilled,0.1,0.0,no,no,12.3,SUP-139,314.0,4.92,1.14,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9686,99.645,406.1,1.644,88.8,32.9,8.1,8.7,170.6,2145.73,2547.08,182.96,0.0,45.74,200,20820.0,4209.74,41.6,202.7
MFG-LINE-PLT-005-02,PLT-005,WC-011,SHF-PLT-005-20240527-1,2024-05-27,1,433.5,PRD-2024-SKU-03220,automotive_body,WO-2024-69143,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.58,4.766,55.22,178.09,59.44,67.44,0.08,WC-001,63.15,96.35,WC-006,0.0,547,426,425,1,0,1,60.33,75.79,0.796,99.9772,426,2.7,5,-22.12,3.1,433.5,423.7,0.9774,0.796,0.9977,0.7762,23.37,30.1,9.8,109.2,1,reduced_speed,good,performance_loss,0.0,0,9.8,0.0,1,433.5,9.8,9.8,no,0.0,0.0,9.8,0.0,0.0,0.0,no,corrective,1.3,7.4,22,19,64.0,semi_skilled,11.5,1.3,no,no,18.1,SUP-003,228.0,5.01,1.17,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9772,99.1256,996.2,2.344,274.7,57.1,19.9,8.1,418.4,8811.87,20265.52,48.4,0.0,12.1,200,1960.0,404.1,65.9,116.9313
MFG-LINE-PLT-001-01,PLT-001,WC-005,SHF-PLT-001-20200418-2,2020-04-18,2,430.3,PRD-2020-SKU-01084,pharmaceutical,WO-2020-70347,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.535,0.736,22.17,73.21,24.82,25.75,0.03,WC-008,25.61,94.9,WC-003,0.0,1265,691,690,1,0,1,146.53,176.47,0.8303,99.99,691,0.1,0,-45.38,5.66,430.3,319.7,0.743,0.7348,0.9986,0.5451,16.29,29.89,110.6,249.4,1,idling_minor_stops,average,performance_loss,36.8,2,110.6,0.0,7,61.5,15.8,42.3,yes,67.2,11.0,0.0,8.1,9.6,14.8,no,predictive,26.8,5.1,19,17,85.1,skilled,7.4,0.0,no,yes,70.3,SUP-123,57.0,5.36,1.29,1.34,contamination,labelling,automated_vision,no,no,no,no,99.99,97.5443,754.2,1.093,155.7,50.6,,8.5,316.8,7878.67,10339.48,23.68,0.0,5.92,300,33180.0,6641.92,72.2,50.1174
MFG-LINE-PLT-002-03,PLT-002,WC-002,SHF-PLT-002-20240818-2,2024-08-18,2,455.0,PRD-2024-SKU-02907,electronics_pcb,WO-2024-22123,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,57.929,2.896,50.3,152.14,57.69,62.71,0.05,WC-005,59.76,93.78,WC-002,0.0,624,391,390,1,0,1,62.01,82.38,0.7527,99.9376,391,4.8,11,-37.34,7.35,455.0,408.3,0.8974,0.6975,0.9974,0.6243,19.73,31.6,46.7,169.6,1,idling_minor_stops,average,performance_loss,29.9,1,46.7,0.0,2,227.5,23.4,28.8,no,46.7,0.0,0.0,0.0,0.0,0.0,no,preventive,13.3,7.6,8,7,61.5,semi_skilled,1.7,0.0,no,yes,52.3,SUP-165,624.0,4.73,1.08,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9376,99.478,338.9,0.869,89.2,29.3,,7.8,142.3,1170.69,1862.11,8.98,0.0,2.25,150,7005.0,1403.25,50.1,16.7794
MFG-LINE-PLT-010-02,PLT-010,WC-019,SHF-PLT-010-20220301-2,2022-03-01,2,472.6,PRD-2022-SKU-07080,industrial_machinery,WO-2022-19562,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,328.412,57.472,311.36,685.55,317.58,423.24,0.175,WC-002,365.05,99.9,WC-003,316.03,97,55,54,1,0,1,10.86,12.38,0.8772,99.7805,55,1.0,3,-43.3,0.43,472.6,446.1,0.9439,0.5978,0.9818,0.554,18.18,32.82,26.5,37.0,1,idling_minor_stops,average,performance_loss,142.3,4,26.5,0.0,2,236.3,13.3,17.6,no,0.0,0.0,9.0,0.0,0.0,17.6,no,corrective,32.7,5.4,18,16,82.8,expert,9.4,0.0,no,no,50.9,SUP-084,2195.0,4.35,0.95,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7805,98.8936,137.0,2.537,24.9,7.2,,8.3,57.5,4715.45,4965.16,83.39,0.0,20.85,100,2650.0,550.85,47.3,264.2048
MFG-LINE-PLT-009-02,PLT-009,WC-001,SHF-PLT-009-20200923-1,2020-09-23,1,436.7,PRD-2020-SKU-09556,automotive_body,WO-2020-49460,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,42.409,2.12,36.82,88.84,41.47,45.91,0.05,WC-001,43.4,93.04,WC-002,0.0,793,501,500,1,0,1,84.74,109.09,0.7768,99.9731,501,1.2,3,-36.82,4.04,436.7,354.7,0.8122,0.7768,0.998,0.6297,19.1,30.33,82.0,144.0,1,reduced_speed,average,performance_loss,0.0,0,82.0,0.0,5,87.3,16.4,25.8,no,25.8,48.1,0.0,8.1,0.0,0.0,no,corrective,14.2,7.0,18,17,77.0,semi_skilled,0.2,0.0,no,no,13.5,SUP-017,269.0,4.96,1.15,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9731,98.6661,1117.5,2.235,291.9,122.8,22.4,8.2,469.3,4362.2,9153.41,72.71,0.0,18.18,200,16400.0,3298.18,49.1,99.8866
MFG-LINE-PLT-006-02,PLT-006,WC-013,SHF-PLT-006-20230925-2,2023-09-25,2,470.3,PRD-2023-SKU-05303,food_beverage,WO-2023-84542,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.956,0.955,6.99,14.32,7.87,9.53,0.12,WC-010,8.96,99.9,WC-001,0.0,4236,3220,3190,30,17,13,452.45,545.45,0.8295,99.0889,3237,0.8,2,-23.98,27.13,470.3,427.0,0.9079,0.8295,0.9907,0.7461,24.37,32.66,43.3,661.9,30,reduced_speed,good,performance_loss,0.0,0,43.3,0.0,4,117.6,10.8,15.5,no,10.0,15.5,10.8,6.9,0.0,0.0,no,preventive,15.5,5.8,18,15,89.5,skilled,14.2,0.0,yes,no,42.4,SUP-024,9111.0,3.86,0.79,0.84,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.0889,97.6687,1544.0,0.484,349.5,196.9,,7.6,648.5,4925.78,6319.77,6.12,104.04,19.89,80,3464.0,816.73,60.5,9.7028
MFG-LINE-PLT-005-03,PLT-005,WC-010,SHF-PLT-005-20230520-2,2023-05-20,2,453.8,PRD-2023-SKU-04708,automotive_body,WO-2023-42094,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.011,3.401,63.7,195.46,67.89,73.62,0.05,WC-002,70.71,94.52,WC-001,4.41,480,337,336,1,0,1,52.88,63.6,0.8314,99.9825,337,1.5,5,-29.79,4.44,453.8,382.4,0.8427,0.8314,0.997,0.6985,22.01,31.51,71.4,68.3,1,reduced_speed,average,performance_loss,0.0,0,71.4,0.0,6,75.6,11.9,24.8,no,11.8,38.7,5.8,15.1,0.0,0.0,no,emergency,32.9,4.9,12,10,81.9,skilled,11.5,0.0,no,no,82.9,SUP-119,175.0,5.08,1.19,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9825,99.4173,688.5,2.049,146.4,43.9,13.8,8.4,289.2,2714.19,4082.84,38.5,0.0,9.62,200,14280.0,2865.62,31.6,58.8438
MFG-LINE-PLT-006-02,PLT-006,WC-024,SHF-PLT-006-20231001-2,2023-10-01,2,441.3,PRD-2023-SKU-05212,food_beverage,WO-2023-56663,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.806,1.057,8.22,19.63,8.75,10.55,0.12,WC-019,9.62,99.36,WC-009,0.0,4003,2702,2696,6,2,4,408.71,545.45,0.7493,99.8071,2704,0.2,0,-32.5,19.29,441.3,407.9,0.9243,0.7287,0.9978,0.6721,20.6,30.64,33.4,1005.9,6,reduced_speed,average,performance_loss,11.2,1,33.4,0.0,3,147.1,11.1,13.8,no,0.0,13.7,13.8,5.8,0.0,0.0,no,emergency,15.5,5.9,20,19,88.0,semi_skilled,3.0,0.0,no,no,78.5,SUP-008,1929.0,4.39,0.96,1.01,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8071,99.8019,366.7,0.136,66.0,30.5,,9.3,154.0,5663.06,6546.33,1.82,3.64,1.82,80,2672.0,539.86,63.6,6.3528
MFG-LINE-PLT-003-03,PLT-003,WC-044,SHF-PLT-003-20221130-2,2022-11-30,2,474.0,PRD-2022-SKU-01662,electronics_pcb,WO-2022-12284,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.253,0.513,9.38,28.28,10.06,11.1,0.05,WC-002,10.65,94.4,WC-003,0.0,2962,2201,2200,1,0,1,350.97,375.0,0.9359,99.9801,2201,0.1,0,-25.69,13.92,474.0,401.0,0.846,0.8781,0.9995,0.7426,24.45,32.92,73.0,305.5,1,setup_adjustment,good,availability_loss,24.8,1,73.0,0.0,4,118.5,18.3,49.9,yes,49.9,0.0,16.8,6.2,0.0,0.0,no,corrective,16.8,6.9,23,20,92.5,expert,12.9,0.0,no,yes,83.8,SUP-056,199.0,5.04,1.18,1.24,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9801,98.1921,1852.4,0.842,437.0,277.5,,7.9,778.0,5683.78,7714.02,12.54,0.0,3.13,150,10950.0,2193.13,50.1,18.6356
MFG-LINE-PLT-001-01,PLT-001,WC-046,SHF-PLT-001-20240528-2,2024-05-28,2,441.6,PRD-2024-SKU-01172,pharmaceutical,WO-2024-75577,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.647,0.709,20.12,28.57,23.63,24.82,0.03,WC-002,23.97,92.14,WC-008,0.0,1298,666,665,1,0,1,152.1,176.47,0.8619,99.99,666,1.7,3,-48.69,45.17,441.6,262.7,0.5949,0.8619,0.9985,0.512,15.7,30.67,178.9,106.7,1,equipment_failure,average,availability_loss,0.0,0,178.9,0.0,5,88.3,35.8,88.1,yes,116.2,46.1,9.0,7.7,0.0,0.0,no,preventive,26.8,5.1,3,2,76.6,multi_skilled,1.9,0.0,no,no,24.8,SUP-014,36.0,5.47,1.32,1.34,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.1666,746.1,1.122,186.2,47.1,,8.5,313.4,689.3,1525.28,15.01,0.0,3.75,300,53670.0,10737.75,75.0,18.3628
MFG-LINE-PLT-010-03,PLT-010,WC-025,SHF-PLT-010-20210327-2,2021-03-27,2,429.4,PRD-2021-SKU-01361,industrial_machinery,WO-2021-94401,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,37.716,4.526,35.1,49.4,38.99,45.18,0.12,WC-002,40.12,96.7,WC-006,0.0,737,485,483,2,0,2,95.26,103.45,0.9208,99.6018,485,0.8,3,-34.19,4.82,429.4,305.5,0.7114,0.9209,0.9959,0.6525,19.46,29.82,123.9,41.7,2,equipment_failure,average,availability_loss,0.0,0,123.9,0.0,6,71.6,20.7,31.9,yes,73.3,31.5,8.6,10.6,0.0,0.0,no,preventive,29.1,6.1,15,14,69.6,expert,1.6,0.0,no,no,80.8,SUP-011,3982.0,4.15,0.88,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.6018,97.228,1663.9,3.445,397.2,107.0,,7.7,698.8,5262.78,6152.12,28.13,0.0,14.06,100,12390.0,2492.06,67.9,51.8798
MFG-LINE-PLT-004-04,PLT-004,WC-011,SHF-PLT-004-20240821-3,2024-08-21,3,463.0,PRD-2024-SKU-04922,industrial_machinery,WO-2024-82572,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,361.952,68.409,322.98,588.01,393.76,474.83,0.189,WC-002,378.94,95.18,WC-001,349.52,92,51,49,2,0,2,9.79,12.43,0.7876,96.369,51,0.3,0,-44.57,0.64,463.0,423.6,0.9149,0.5813,0.9608,0.511,16.43,32.15,39.4,36.7,2,reduced_speed,average,performance_loss,111.1,3,39.4,0.0,2,231.5,19.7,33.4,yes,33.4,0.0,0.0,0.0,6.0,0.0,no,corrective,24.6,6.4,13,10,75.4,skilled,22.1,0.0,no,no,24.0,SUP-164,36310.0,3.3,0.6,0.67,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,96.369,94.4301,229.8,4.69,40.4,31.6,,6.9,96.5,3100.09,2604.47,50.56,0.0,25.28,100,3940.0,813.28,61.0,169.0433
MFG-LINE-PLT-001-01,PLT-001,WC-020,SHF-PLT-001-20230221-3,2023-02-21,3,454.2,PRD-2023-SKU-08426,pharmaceutical,WO-2023-21536,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,26.115,0.783,24.68,64.83,26.14,27.41,0.03,WC-003,26.6,92.6,WC-009,0.0,1335,805,804,1,0,1,137.73,176.47,0.7805,99.9852,805,0.1,0,-39.7,17.7,454.2,350.7,0.7721,0.7805,0.9988,0.6019,18.98,31.54,103.5,226.4,1,equipment_failure,average,availability_loss,0.0,0,103.5,0.0,4,113.5,25.9,32.0,yes,51.7,0.0,0.0,0.0,0.0,51.8,no,preventive,26.8,4.6,8,6,92.5,skilled,21.3,0.0,no,no,74.4,SUP-150,148.0,5.12,1.21,1.31,contamination,labelling,automated_vision,no,no,no,no,99.9852,98.6985,1366.0,1.699,335.1,167.9,,7.7,573.7,2789.19,5085.66,15.61,0.0,3.9,300,31050.0,6213.9,31.4,25.424
MFG-LINE-PLT-007-01,PLT-007,WC-014,SHF-PLT-007-20220518-1,2022-05-18,1,462.5,PRD-2022-SKU-01832,industrial_machinery,WO-2022-82697,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,281.228,8.437,266.75,617.31,281.28,295.15,0.03,WC-010,288.83,93.37,WC-013,260.07,162,92,91,1,0,1,12.7,21.16,0.6002,99.8813,92,1.9,4,-43.21,0.91,462.5,453.8,0.9812,0.5747,0.9891,0.5578,17.92,32.12,8.7,68.1,1,reduced_speed,average,performance_loss,19.3,1,8.7,0.0,1,462.5,8.7,8.7,no,0.0,0.0,0.0,8.7,0.0,0.0,no,preventive,27.1,6.0,14,13,92.2,trainee,5.8,1.8,no,yes,10.6,SUP-180,1187.0,4.54,1.01,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8813,98.3937,372.2,4.09,69.9,42.7,,7.3,156.3,4548.88,6730.24,25.43,0.0,6.36,100,870.0,180.36,66.1,149.6558
MFG-LINE-PLT-009-02,PLT-009,WC-020,SHF-PLT-009-20220223-2,2022-02-23,2,473.8,PRD-2022-SKU-05881,automotive_body,WO-2022-54475,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.597,1.93,36.3,94.23,38.08,41.78,0.05,WC-002,39.22,92.37,WC-001,0.0,861,711,710,1,0,1,93.19,109.09,0.8542,99.98,711,0.5,1,-17.42,22.48,473.8,457.8,0.9662,0.8542,0.9986,0.8242,27.12,32.9,16.0,121.4,1,reduced_speed,good,performance_loss,0.0,0,16.0,0.0,2,236.9,8.0,10.7,no,0.0,10.7,0.0,5.3,0.0,0.0,no,predictive,14.2,7.4,5,4,68.3,skilled,2.3,0.0,no,no,44.3,SUP-054,200.0,5.04,1.18,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.98,98.7607,1488.9,2.097,321.0,97.4,29.8,8.3,625.3,1587.34,3959.43,49.73,0.0,12.43,200,3200.0,652.43,65.9,57.6124
MFG-LINE-PLT-010-02,PLT-010,WC-037,SHF-PLT-010-20210830-1,2021-08-30,1,425.1,PRD-2021-SKU-04999,industrial_machinery,WO-2021-72008,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,336.666,63.63,286.26,909.02,312.43,441.66,0.189,WC-004,333.95,90.18,WC-001,324.29,87,68,67,1,0,1,10.59,12.38,0.8554,99.7294,68,1.4,3,-21.84,0.5,425.1,385.4,0.9066,0.8554,0.9853,0.7641,22.56,29.52,39.7,11.5,1,reduced_speed,good,performance_loss,0.0,0,39.7,0.0,3,141.7,13.2,23.1,no,10.7,0.0,29.1,0.0,0.0,0.0,no,preventive,32.7,3.7,21,19,81.2,skilled,9.5,1.5,no,no,64.1,SUP-184,2706.0,4.28,0.93,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7294,97.8368,264.0,3.941,63.6,20.4,,7.4,110.9,6021.96,9964.07,81.76,0.0,20.44,100,3970.0,814.44,36.1,321.5778
MFG-LINE-PLT-003-03,PLT-003,WC-031,SHF-PLT-003-20200902-1,2020-09-02,1,436.8,PRD-2020-SKU-07609,electronics_pcb,WO-2020-67330,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,9.975,0.499,8.75,22.91,9.92,10.8,0.05,WC-002,10.1,92.02,WC-003,0.0,2729,2627,2626,1,0,1,360.87,375.0,0.9623,99.9832,2627,0.1,0,-3.74,15.68,436.8,436.8,1.0,0.9623,0.9996,0.962,29.18,30.33,0.0,102.9,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,436.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,16.8,6.8,24,23,66.9,expert,3.9,0.5,no,yes,23.4,SUP-005,168.0,5.09,1.2,1.34,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9832,97.702,1457.4,0.555,271.6,89.4,,8.6,612.1,4621.72,3880.08,14.85,0.0,3.71,150,0.0,3.71,60.9,18.0932
MFG-LINE-PLT-003-05,PLT-003,WC-047,SHF-PLT-003-20240903-1,2024-09-03,1,458.2,PRD-2024-SKU-06735,electronics_pcb,WO-2024-14642,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.855,5.263,41.23,120.62,44.85,52.54,0.12,WC-005,48.57,99.9,WC-003,0.0,702,592,591,1,0,1,82.09,92.07,0.8916,99.9172,592,2.0,6,-15.67,3.87,421.2,409.2,0.9715,0.9428,0.9983,0.9144,26.74,29.25,12.0,35.9,1,idling_minor_stops,world_class,performance_loss,13.5,1,12.0,37.0,1,458.2,12.0,12.0,no,0.0,12.0,0.0,0.0,0.0,0.0,yes,preventive,2.5,7.0,21,20,87.1,skilled,3.3,1.1,no,no,27.7,SUP-095,828.0,4.65,1.05,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9172,98.8871,280.7,0.475,53.0,33.8,,8.8,117.9,8993.07,12697.08,23.79,0.0,5.95,150,1800.0,365.95,53.8,60.531
MFG-LINE-PLT-002-02,PLT-002,WC-040,SHF-PLT-002-20210207-2,2021-02-07,2,467.3,PRD-2021-SKU-03796,electronics_pcb,WO-2021-35927,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.078,0.422,12.66,19.76,14.23,14.77,0.03,WC-008,14.37,92.8,WC-009,0.0,2190,1583,1582,1,0,1,255.71,281.25,0.9092,99.9811,1583,0.6,1,-27.72,15.62,467.3,461.3,0.9872,0.732,0.9994,0.7222,23.44,32.45,6.0,579.5,1,idling_minor_stops,good,performance_loss,89.9,2,6.0,0.0,1,467.3,6.0,6.0,no,0.0,0.0,0.0,0.0,6.0,0.0,no,predictive,2.0,6.5,14,13,74.0,expert,5.8,2.0,no,no,57.6,SUP-098,189.0,5.05,1.18,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9811,97.7479,800.5,0.506,179.1,58.8,,8.7,336.2,3903.96,7748.97,10.74,0.0,2.69,150,900.0,182.69,65.9,18.1127
MFG-LINE-PLT-010-03,PLT-010,WC-039,SHF-PLT-010-20200402-3,2020-04-02,3,475.2,PRD-2020-SKU-06836,industrial_machinery,WO-2020-33459,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.419,4.85,35.14,120.45,40.63,48.42,0.12,WC-007,46.84,99.9,WC-001,0.0,818,523,522,1,0,1,88.97,103.45,0.86,99.8552,523,0.3,0,-36.06,9.42,475.2,362.8,0.7634,0.8362,0.9981,0.6372,21.03,33.0,112.4,102.4,1,setup_adjustment,average,availability_loss,10.0,1,112.4,0.0,7,67.9,16.1,32.3,yes,45.6,54.4,0.0,5.5,7.0,0.0,no,predictive,29.1,5.0,8,7,82.0,expert,11.4,0.4,no,no,66.1,SUP-132,1448.0,4.48,0.99,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8552,98.1662,1663.1,3.186,408.3,98.5,,7.9,698.5,1451.58,2703.3,24.72,0.0,6.18,100,11240.0,2254.18,74.3,32.7269
MFG-LINE-PLT-006-02,PLT-006,WC-021,SHF-PLT-006-20201219-2,2020-12-19,2,474.5,PRD-2020-SKU-06549,food_beverage,WO-2020-72670,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.063,0.968,7.34,19.68,8.82,9.66,0.12,WC-004,9.0,99.9,WC-007,0.0,4308,3090,3086,4,1,3,446.34,545.45,0.8183,99.8768,3091,0.2,0,-28.27,97.56,474.5,415.4,0.8754,0.8183,0.9987,0.7154,23.57,32.95,59.1,686.1,4,idling_minor_stops,good,performance_loss,0.0,0,59.1,0.0,4,118.6,14.8,26.6,no,12.7,10.9,0.0,0.0,8.8,26.6,no,preventive,15.5,5.5,5,4,65.5,skilled,9.4,0.5,no,no,87.7,SUP-005,1232.0,4.53,1.01,1.02,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8768,98.0567,768.4,0.249,193.8,65.9,,8.8,322.7,1122.64,1954.02,6.45,6.45,4.84,80,4728.0,956.89,36.3,7.4553
MFG-LINE-PLT-007-01,PLT-007,WC-006,SHF-PLT-007-20220810-1,2022-08-10,1,465.1,PRD-2022-SKU-07878,industrial_machinery,WO-2022-71248,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,182.423,5.473,157.09,350.65,183.17,191.45,0.03,WC-001,184.35,91.87,WC-003,161.26,164,143,142,1,0,1,19.61,21.16,0.9267,99.9849,143,0.4,1,-12.8,0.87,465.1,465.1,1.0,0.8716,0.993,0.8656,27.96,32.3,0.0,21.1,1,idling_minor_stops,world_class,performance_loss,27.7,1,0.0,0.0,0,465.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,27.1,5.8,22,21,77.3,expert,0.4,0.0,no,no,30.6,SUP-053,151.0,5.11,1.2,1.26,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9849,98.6063,436.7,3.075,106.6,37.9,,7.9,183.4,6198.47,6477.4,65.34,0.0,16.34,100,0.0,16.34,38.2,155.0668
MFG-LINE-PLT-004-06,PLT-004,WC-019,SHF-PLT-004-20200614-2,2020-06-14,2,444.2,PRD-2020-SKU-01176,industrial_machinery,WO-2020-59267,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,131.731,15.808,122.13,347.6,140.73,157.81,0.12,WC-002,140.66,97.07,WC-003,99.76,236,166,165,1,0,1,27.19,31.97,0.8505,99.8694,166,0.2,0,-29.66,1.71,444.2,366.3,0.8246,0.8506,0.994,0.6972,21.5,30.84,77.9,29.2,1,equipment_failure,average,availability_loss,0.0,0,77.9,0.0,5,88.8,15.6,40.4,yes,40.4,0.0,0.0,9.2,11.9,16.4,no,preventive,6.6,6.8,15,13,70.9,skilled,9.4,0.0,no,no,60.2,SUP-018,1306.0,4.51,1.0,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8694,99.147,543.3,3.293,110.9,50.4,,7.8,228.2,2820.93,5040.73,34.01,0.0,8.5,100,7790.0,1566.5,62.2,81.8625
MFG-LINE-PLT-010-04,PLT-010,WC-006,SHF-PLT-010-20231203-2,2023-12-03,2,466.1,PRD-2023-SKU-02492,industrial_machinery,WO-2023-15296,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,314.293,37.715,287.1,838.66,308.81,376.52,0.12,WC-005,358.5,99.9,WC-008,300.67,105,75,74,1,0,1,11.31,13.62,0.8304,99.7763,75,2.1,5,-28.57,1.19,466.1,440.5,0.9451,0.75,0.9867,0.6993,22.64,32.37,25.6,25.0,1,reduced_speed,average,performance_loss,42.6,3,25.6,0.0,2,233.1,12.8,14.0,no,0.0,0.0,14.0,11.6,0.0,0.0,no,preventive,14.7,5.6,9,8,72.5,skilled,6.8,0.0,no,no,40.3,SUP-165,2237.0,4.34,0.95,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7763,98.8598,253.4,3.425,48.0,15.6,,7.7,106.4,2299.01,1907.4,36.53,0.0,9.13,100,2560.0,521.13,70.3,93.867
MFG-LINE-PLT-002-02,PLT-002,WC-040,SHF-PLT-002-20231103-2,2023-11-03,2,479.0,PRD-2023-SKU-07186,electronics_pcb,WO-2023-74005,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.674,0.5,15.03,37.45,16.74,17.5,0.03,WC-007,16.95,92.4,WC-008,0.0,2244,1544,1543,1,0,1,215.86,281.25,0.7675,99.9582,1544,0.4,1,-31.19,14.87,479.0,456.2,0.9524,0.722,0.9994,0.6872,22.86,33.27,22.8,594.5,1,idling_minor_stops,average,performance_loss,27.1,3,22.8,0.0,1,479.0,22.8,22.8,no,0.0,22.8,0.0,0.0,0.0,0.0,no,predictive,2.0,7.4,16,13,90.4,semi_skilled,13.7,0.0,no,no,39.1,SUP-132,418.0,4.84,1.11,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9582,98.5645,2396.3,1.553,581.8,236.3,,6.1,1006.4,6102.09,9432.65,22.02,0.0,5.5,150,3420.0,689.5,40.7,32.1022
MFG-LINE-PLT-003-03,PLT-003,WC-002,SHF-PLT-003-20210929-2,2021-09-29,2,433.1,PRD-2021-SKU-02968,electronics_pcb,WO-2021-52914,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.659,0.633,11.34,24.31,12.71,13.7,0.05,WC-002,12.94,92.91,WC-003,0.0,2703,1697,1695,2,0,2,284.28,375.0,0.7581,99.8941,1697,3.4,11,-37.22,117.42,433.1,358.2,0.827,0.7581,0.9988,0.6262,18.83,30.07,74.9,541.5,2,idling_minor_stops,average,performance_loss,0.0,0,74.9,0.0,4,108.3,18.7,39.0,yes,39.0,0.0,32.7,0.0,3.2,0.0,no,preventive,16.8,6.3,3,2,66.4,semi_skilled,4.7,1.3,no,no,64.5,SUP-086,1059.0,4.57,1.02,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8941,98.8463,1061.1,0.626,263.2,65.9,,8.4,445.7,837.2,689.84,13.13,0.0,6.57,150,11235.0,2253.57,64.4,14.0464
MFG-LINE-PLT-004-06,PLT-004,WC-033,SHF-PLT-004-20200331-1,2020-03-31,1,434.5,PRD-2020-SKU-01254,industrial_machinery,WO-2020-91237,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.115,15.374,109.28,241.77,134.41,153.48,0.12,WC-002,122.74,87.09,WC-003,96.15,231,187,186,1,0,1,28.1,31.97,0.8789,99.9182,187,0.5,1,-19.05,1.22,434.5,399.3,0.919,0.8789,0.9947,0.8033,24.24,30.17,35.2,25.8,1,reduced_speed,good,performance_loss,0.0,0,35.2,0.0,2,217.3,17.6,20.7,no,20.7,0.0,0.0,14.5,0.0,0.0,no,corrective,6.6,7.1,23,21,89.9,skilled,8.1,0.0,no,yes,23.9,SUP-097,818.0,4.65,1.05,1.19,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9182,99.307,810.6,4.358,195.6,57.4,,7.1,340.5,7676.44,16161.97,51.09,0.0,12.77,100,3520.0,716.77,61.0,179.5282
MFG-LINE-PLT-004-06,PLT-004,WC-042,SHF-PLT-004-20220613-2,2022-06-13,2,425.1,PRD-2022-SKU-06259,industrial_machinery,WO-2022-81579,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,153.34,18.401,144.57,286.92,143.6,183.7,0.12,WC-002,159.26,94.42,WC-001,121.37,226,163,162,1,0,1,23.38,31.97,0.7313,99.8157,163,3.5,9,-27.88,2.29,409.7,402.9,0.9834,0.7592,0.9939,0.742,21.11,28.45,6.8,51.7,1,idling_minor_stops,good,performance_loss,0.0,0,6.8,15.4,1,425.1,6.8,6.8,no,0.0,0.0,0.0,6.8,0.0,0.0,yes,preventive,6.6,6.4,11,10,62.6,semi_skilled,8.7,1.3,no,no,76.6,SUP-154,1843.0,4.4,0.97,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8157,99.5024,474.7,2.93,89.5,64.1,,8.0,199.4,2727.68,3217.47,22.76,0.0,5.69,100,680.0,141.69,52.4,59.599
MFG-LINE-PLT-005-05,PLT-005,WC-010,SHF-PLT-005-20200105-1,2020-01-05,1,440.0,PRD-2020-SKU-01211,automotive_body,WO-2020-36245,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,61.558,1.847,55.31,141.18,61.65,64.61,0.03,WC-003,62.04,91.62,WC-002,2.54,432,405,404,1,0,1,58.41,59.02,0.9897,99.9237,405,0.2,0,-6.25,9.18,400.6,376.7,0.9649,0.9575,0.9981,0.9221,26.09,27.82,23.9,0.0,1,setup_adjustment,world_class,availability_loss,0.0,0,23.9,39.4,2,220.0,11.9,12.7,no,0.0,0.0,0.0,0.0,11.2,12.7,yes,preventive,23.7,9.3,7,6,82.6,expert,4.4,0.0,no,no,22.7,SUP-076,762.9,6.0,1.8,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9237,99.5367,932.0,2.307,201.6,104.7,18.6,8.2,391.4,1045.44,1369.18,59.68,0.0,14.92,200,4780.0,970.92,73.9,65.8045
MFG-LINE-PLT-003-03,PLT-003,WC-032,SHF-PLT-003-20240604-1,2024-06-04,1,435.7,PRD-2024-SKU-03021,electronics_pcb,WO-2024-12870,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.702,0.535,9.38,30.61,10.73,11.58,0.05,WC-002,11.04,93.77,WC-001,0.0,2721,1966,1965,1,0,1,336.25,375.0,0.8967,99.9538,1966,0.9,3,-27.75,22.55,435.7,408.4,0.9373,0.7702,0.9995,0.7216,21.83,30.26,27.3,586.6,1,reduced_speed,good,performance_loss,57.6,2,27.3,0.0,2,217.9,13.7,20.7,no,20.7,0.0,6.6,0.0,0.0,0.0,no,preventive,16.8,7.4,15,12,67.8,skilled,14.4,0.0,no,no,26.8,SUP-054,462.0,4.81,1.1,1.11,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9538,99.7906,947.1,0.482,198.7,51.6,,8.8,397.8,4778.9,11830.55,18.67,0.0,4.67,150,4095.0,823.67,71.1,27.1321
MFG-LINE-PLT-006-02,PLT-006,WC-012,SHF-PLT-006-20230710-1,2023-07-10,1,427.4,PRD-2023-SKU-01814,food_beverage,WO-2023-91378,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.265,0.872,6.45,11.43,7.09,8.7,0.12,WC-014,8.3,99.9,WC-011,0.0,3882,3261,3258,3,1,2,495.51,545.45,0.9084,99.9298,3262,2.9,8,-16.0,38.12,427.4,394.9,0.924,0.9084,0.9991,0.8386,24.89,29.68,32.5,328.8,3,idling_minor_stops,good,performance_loss,0.0,0,32.5,0.0,3,142.5,10.8,18.8,no,0.0,0.0,18.8,7.2,6.5,0.0,no,preventive,15.5,7.3,13,12,65.2,skilled,3.2,0.0,no,yes,40.6,SUP-095,702.0,4.69,1.06,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9298,99.709,1414.0,0.434,295.2,101.0,,7.8,593.9,2840.55,6344.92,3.17,3.17,1.58,80,2600.0,524.75,67.8,5.9923
MFG-LINE-PLT-007-02,PLT-007,WC-036,SHF-PLT-007-20220720-1,2022-07-20,1,469.5,PRD-2022-SKU-04131,industrial_machinery,WO-2022-39116,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,269.123,32.295,250.46,775.04,267.36,322.41,0.12,WC-002,287.95,97.27,WC-001,253.58,121,99,98,1,0,1,13.33,15.54,0.8578,99.8205,99,0.5,1,-18.18,0.89,469.5,460.0,0.9798,0.8308,0.9899,0.8058,26.27,32.6,9.5,20.2,1,reduced_speed,good,performance_loss,14.5,1,9.5,0.0,1,469.5,9.5,9.5,no,9.5,0.0,0.0,0.0,0.0,0.0,no,corrective,32.8,4.7,17,14,69.3,skilled,14.3,0.0,no,no,71.3,SUP-112,1795.0,4.41,0.97,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8205,99.271,275.7,2.813,57.9,39.7,,8.1,115.8,2123.0,4760.12,30.15,0.0,7.54,100,950.0,197.54,58.2,100.6936
MFG-LINE-PLT-008-01,PLT-008,WC-043,SHF-PLT-008-20210512-2,2021-05-12,2,471.0,PRD-2021-SKU-08702,medical_devices,WO-2021-70841,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,125.659,15.079,107.35,205.67,126.75,150.54,0.12,WC-001,124.99,90.42,WC-002,94.05,248,207,206,1,0,1,28.57,31.61,0.9038,99.9791,207,0.2,0,-16.53,1.75,471.0,471.0,1.0,0.8343,0.9952,0.8302,27.16,32.71,0.0,41.1,1,idling_minor_stops,good,performance_loss,36.3,2,0.0,0.0,0,471.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,7.3,18,15,94.3,multi_skilled,13.0,0.0,no,no,48.4,SUP-168,209.0,5.03,1.18,1.22,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9791,98.3473,305.3,1.482,65.3,32.4,,7.5,128.2,5064.96,4921.8,27.01,0.0,6.75,250,0.0,6.75,69.5,75.6205
MFG-LINE-PLT-007-01,PLT-007,WC-005,SHF-PLT-007-20241115-1,2024-11-15,1,474.1,PRD-2024-SKU-07025,industrial_machinery,WO-2024-49085,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,191.379,5.741,162.77,463.34,189.58,200.85,0.03,WC-015,196.18,93.19,WC-004,170.22,167,75,74,1,0,1,18.8,21.16,0.8885,99.9651,75,0.6,1,-55.09,0.55,474.1,327.7,0.6912,0.6488,0.9867,0.4425,14.57,32.92,146.4,40.6,1,reduced_speed,poor,performance_loss,88.3,3,146.4,0.0,7,67.7,20.9,53.0,yes,67.4,53.0,0.0,14.8,11.2,0.0,no,preventive,27.1,5.6,18,17,60.4,skilled,0.7,0.0,no,no,23.8,SUP-187,349.0,4.89,1.13,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9651,97.927,238.4,3.221,59.6,29.1,,7.9,100.1,7599.11,12729.21,44.36,0.0,11.09,100,14640.0,2939.09,40.9,319.6665
MFG-LINE-PLT-003-01,PLT-003,WC-047,SHF-PLT-003-20221201-1,2022-12-01,1,438.1,PRD-2022-SKU-08634,electronics_pcb,WO-2022-07097,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,26.508,1.325,23.23,68.86,26.03,28.69,0.05,WC-011,27.07,92.83,WC-004,0.0,1277,594,591,3,1,2,135.59,175.61,0.7721,99.645,595,0.7,2,-53.48,6.23,438.1,306.1,0.6987,0.663,0.9949,0.4609,14.02,30.42,132.0,301.9,3,idling_minor_stops,poor,performance_loss,43.2,1,132.0,0.0,12,36.5,11.0,29.1,no,0.0,39.2,30.3,27.1,35.5,0.0,no,corrective,24.0,5.5,15,13,67.1,semi_skilled,10.1,0.0,no,no,29.5,SUP-147,3550.0,4.19,0.9,0.92,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.645,98.1648,453.9,0.768,94.3,41.7,,8.1,190.6,4082.16,9319.61,18.67,18.67,9.34,150,19800.0,3988.01,62.8,41.4412
MFG-LINE-PLT-003-03,PLT-003,WC-049,SHF-PLT-003-20240921-2,2024-09-21,2,441.7,PRD-2024-SKU-05403,electronics_pcb,WO-2024-49962,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.31,0.565,10.24,16.47,11.47,12.24,0.05,WC-003,11.57,92.99,WC-002,0.0,2759,1267,1266,1,0,1,318.23,375.0,0.8486,99.9742,1267,0.5,1,-54.08,171.99,441.7,276.1,0.6251,0.7343,0.9992,0.4586,14.07,30.67,165.6,458.4,1,setup_adjustment,poor,availability_loss,37.2,1,165.6,0.0,7,63.1,23.7,73.8,yes,73.8,11.5,0.0,29.1,7.6,43.6,no,preventive,16.8,6.9,2,1,93.7,skilled,1.8,0.0,no,no,61.2,SUP-018,258.0,4.97,1.16,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9742,97.8578,1085.0,0.857,252.4,62.8,,7.9,455.7,179.56,439.8,6.81,0.0,1.7,150,24840.0,4969.7,63.8,7.3046
MFG-LINE-PLT-005-01,PLT-005,WC-030,SHF-PLT-005-20241110-3,2024-11-10,3,447.0,PRD-2024-SKU-03172,automotive_body,WO-2024-88802,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,43.253,5.19,37.54,73.03,40.81,51.82,0.12,WC-004,44.91,94.39,WC-001,0.0,779,448,447,1,0,1,83.07,104.65,0.7938,99.9501,448,0.3,1,-42.49,3.53,447.0,359.6,0.8045,0.7142,0.9978,0.5733,17.8,31.04,87.4,179.3,1,idling_minor_stops,average,performance_loss,36.1,1,87.4,0.0,5,89.4,17.5,24.3,no,60.6,20.1,6.6,0.0,0.0,0.0,no,preventive,20.8,5.3,20,17,61.8,skilled,11.6,0.1,no,yes,24.7,SUP-120,499.0,4.79,1.1,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9501,99.2818,867.6,1.941,223.2,91.8,17.4,8.4,364.4,2428.76,2048.71,37.41,0.0,9.35,200,17480.0,3505.35,31.3,47.5104
MFG-LINE-PLT-005-03,PLT-005,WC-042,SHF-PLT-005-20200210-3,2020-02-10,3,441.0,PRD-2020-SKU-09991,automotive_body,WO-2020-10380,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,82.867,4.143,78.42,175.3,82.32,89.7,0.05,WC-002,85.02,93.27,WC-001,19.27,467,293,292,1,0,1,43.41,63.6,0.6825,99.9667,293,4.5,17,-37.26,2.48,441.0,404.9,0.9181,0.6826,0.9966,0.6246,19.13,30.63,36.1,136.2,1,idling_minor_stops,average,performance_loss,0.0,0,36.1,0.0,3,147.0,12.0,24.7,no,24.7,0.0,6.7,0.0,4.8,0.0,no,preventive,32.9,4.1,17,16,70.3,semi_skilled,2.2,0.0,no,no,36.4,SUP-070,333.0,4.9,1.13,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9667,97.954,753.7,2.581,205.0,65.6,15.1,7.9,316.6,6216.76,14073.02,22.52,0.0,5.63,200,7220.0,1449.63,51.6,92.0827
MFG-LINE-PLT-002-03,PLT-002,WC-027,SHF-PLT-002-20241002-2,2024-10-02,2,448.0,PRD-2024-SKU-09652,electronics_pcb,WO-2024-26655,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,52.567,2.628,46.13,92.57,51.86,56.9,0.05,WC-001,54.41,94.1,WC-005,0.0,614,462,461,1,0,1,68.47,82.38,0.8311,99.9698,462,1.3,2,-24.76,6.86,448.0,426.5,0.952,0.789,0.9978,0.7495,23.32,31.11,21.5,123.6,1,idling_minor_stops,good,performance_loss,21.7,1,21.5,0.0,1,448.0,21.5,21.5,no,21.5,0.0,0.0,0.0,0.0,0.0,no,corrective,13.3,5.6,11,9,84.3,skilled,11.6,0.0,no,no,39.7,SUP-022,302.0,4.93,1.14,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9698,99.5682,365.1,0.792,96.2,53.7,,8.0,153.3,3772.34,8464.36,3.8,0.0,0.95,150,3225.0,645.95,31.6,30.3521
MFG-LINE-PLT-005-03,PLT-005,WC-018,SHF-PLT-005-20210918-3,2021-09-18,3,476.3,PRD-2021-SKU-04652,automotive_body,WO-2021-77102,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,69.191,3.46,58.89,196.62,68.61,74.9,0.05,WC-002,69.63,91.48,WC-001,5.59,504,323,322,1,0,1,51.96,63.6,0.817,99.9844,323,1.1,4,-35.91,2.39,476.3,390.2,0.8192,0.7808,0.9969,0.6377,21.09,33.08,86.1,90.7,1,idling_minor_stops,average,performance_loss,17.3,1,86.1,0.0,4,119.1,21.5,36.7,yes,25.9,36.7,0.0,13.5,0.0,10.0,no,corrective,32.9,7.2,22,17,78.8,skilled,21.3,0.0,no,no,57.6,SUP-025,156.0,5.11,1.2,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9844,98.3469,982.1,3.05,175.0,62.6,19.6,7.6,412.5,5804.15,11546.32,42.83,0.0,10.71,200,17220.0,3454.71,39.8,96.8465
MFG-LINE-PLT-010-02,PLT-010,WC-037,SHF-PLT-010-20200514-3,2020-05-14,3,445.1,PRD-2020-SKU-05593,industrial_machinery,WO-2020-21294,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,339.922,60.676,308.08,641.15,330.29,440.04,0.178,WC-003,400.85,99.9,WC-001,327.54,91,63,62,1,0,1,10.58,12.38,0.8546,99.5981,63,3.6,12,-30.77,0.49,410.0,322.0,0.7854,0.9485,0.9841,0.7331,20.87,28.47,88.0,3.4,1,setup_adjustment,good,availability_loss,0.0,0,88.0,35.1,5,89.0,17.6,31.6,yes,9.0,72.1,0.0,7.0,0.0,0.0,yes,emergency,32.7,6.5,22,17,60.4,multi_skilled,18.8,0.0,no,no,18.1,SUP-103,4019.0,4.15,0.88,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5981,98.6806,198.0,3.193,42.4,28.9,,7.9,83.2,7441.48,13223.1,85.78,0.0,21.45,100,8800.0,1781.45,56.3,420.4632
MFG-LINE-PLT-005-02,PLT-005,WC-004,SHF-PLT-005-20211222-2,2021-12-22,2,447.8,PRD-2021-SKU-05493,automotive_body,WO-2021-99260,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,62.807,5.025,56.79,151.94,60.54,71.1,0.08,WC-005,66.93,96.88,WC-002,0.0,565,371,370,1,0,1,57.28,75.79,0.7558,99.9727,371,2.0,5,-34.34,16.53,408.4,371.0,0.9084,0.7918,0.9973,0.7173,20.34,28.36,37.4,97.6,1,idling_minor_stops,good,performance_loss,21.7,1,37.4,39.4,2,223.9,18.7,23.5,no,37.4,0.0,0.0,0.0,0.0,0.0,yes,preventive,1.3,6.6,4,3,70.3,semi_skilled,8.8,0.0,no,yes,80.9,SUP-083,273.0,4.96,1.15,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9727,97.5491,1208.4,3.266,310.6,132.7,24.2,7.4,507.5,495.73,434.21,47.28,0.0,11.82,200,7480.0,1507.82,27.1,49.9211
MFG-LINE-PLT-004-05,PLT-004,WC-049,SHF-PLT-004-20220314-1,2022-03-14,1,429.8,PRD-2022-SKU-04547,industrial_machinery,WO-2022-06616,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,151.386,7.569,143.63,358.73,153.4,163.87,0.05,WC-005,157.18,94.39,WC-004,127.6,170,151,150,1,0,1,23.68,23.79,0.9954,99.9502,151,0.3,1,-11.18,1.61,429.8,382.6,0.8902,0.9953,0.9934,0.8801,26.27,29.84,47.2,0.7,1,equipment_failure,world_class,availability_loss,0.0,0,47.2,0.0,3,143.3,15.7,24.2,no,0.0,19.0,24.2,0.0,4.0,0.0,no,corrective,3.8,8.0,15,13,85.1,expert,11.3,1.7,no,no,55.8,SUP-046,498.0,4.79,1.1,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9502,99.5395,448.7,2.991,98.1,63.4,,8.0,188.5,2420.21,3641.7,29.34,0.0,7.33,100,4720.0,951.33,47.2,69.9483
MFG-LINE-PLT-005-02,PLT-005,WC-034,SHF-PLT-005-20230330-1,2023-03-30,1,435.9,PRD-2023-SKU-03995,automotive_body,WO-2023-05354,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,47.726,3.818,42.36,89.16,47.91,54.03,0.08,WC-003,50.58,96.35,WC-006,0.0,550,427,426,1,0,1,75.34,75.79,0.9941,99.9871,427,0.9,1,-22.36,3.26,435.9,407.8,0.9355,0.829,0.9977,0.7737,23.42,30.27,28.1,88.1,1,idling_minor_stops,good,performance_loss,67.7,3,28.1,0.0,2,217.9,14.1,16.0,no,0.0,0.0,16.0,0.0,0.0,12.1,no,preventive,1.3,7.9,21,18,68.1,expert,12.6,0.1,no,no,10.3,SUP-170,129.0,5.15,1.22,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9871,97.8915,728.5,1.71,144.0,55.0,14.6,8.6,306.0,6626.26,5686.84,28.48,0.0,7.12,200,5620.0,1131.12,36.2,57.4508
MFG-LINE-PLT-003-03,PLT-003,WC-009,SHF-PLT-003-20210615-3,2021-06-15,3,442.7,PRD-2021-SKU-03532,electronics_pcb,WO-2021-44583,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.466,0.673,11.55,35.26,13.74,14.58,0.05,WC-001,13.82,93.33,WC-003,0.0,2765,1653,1651,2,1,1,267.26,375.0,0.7127,99.934,1654,3.1,12,-40.22,11.19,442.7,371.1,0.8383,0.7127,0.9988,0.5967,18.34,30.74,71.6,666.4,2,idling_minor_stops,average,performance_loss,0.0,0,71.6,0.0,5,88.5,14.3,18.4,no,17.1,36.1,0.0,0.0,0.0,18.4,no,corrective,16.8,5.9,23,20,74.3,semi_skilled,12.7,0.0,no,no,86.1,SUP-072,660.0,4.71,1.07,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.934,97.4552,1086.4,0.658,203.3,138.8,,8.4,456.3,7131.8,13373.18,18.43,18.43,4.61,150,10740.0,2171.04,46.8,30.8721
MFG-LINE-PLT-003-01,PLT-003,WC-028,SHF-PLT-003-20220607-2,2022-06-07,2,434.4,PRD-2022-SKU-09482,electronics_pcb,WO-2022-91150,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.404,1.22,21.21,52.16,24.32,26.42,0.05,WC-010,25.32,94.31,WC-004,0.0,1270,812,811,1,0,1,147.41,175.61,0.8394,99.9568,812,5.9,13,-36.06,18.67,434.4,347.3,0.7995,0.7989,0.9988,0.6379,19.24,30.17,87.1,204.4,1,reduced_speed,average,performance_loss,16.8,1,87.1,0.0,6,72.4,14.5,32.3,yes,43.0,15.6,15.4,4.4,8.7,0.0,no,corrective,24.0,4.9,7,6,61.7,skilled,6.8,0.0,no,no,61.2,SUP-183,432.0,4.83,1.11,1.27,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9568,99.8083,816.7,1.007,168.4,57.0,,7.5,343.0,1501.44,1858.88,7.89,0.0,1.97,150,13065.0,2614.97,53.7,12.0432
MFG-LINE-PLT-002-04,PLT-002,WC-019,SHF-PLT-002-20221209-2,2022-12-09,2,458.5,PRD-2022-SKU-04714,electronics_pcb,WO-2022-76637,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.952,2.792,13.61,29.6,16.39,20.56,0.175,WC-003,18.65,99.9,WC-002,0.0,1949,1543,1541,2,0,2,225.57,255.32,0.8835,99.9052,1543,2.0,6,-20.83,10.61,458.5,453.2,0.9884,0.8002,0.9987,0.7899,25.15,31.84,5.3,385.3,2,idling_minor_stops,good,performance_loss,42.7,3,5.3,0.0,1,458.5,5.3,5.3,no,0.0,0.0,0.0,5.3,0.0,0.0,no,corrective,15.6,4.5,23,19,61.7,expert,14.5,1.9,no,yes,19.3,SUP-091,948.0,4.61,1.04,1.12,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9052,97.7747,758.2,0.492,172.2,97.9,,8.8,318.4,9280.97,14706.56,19.58,0.0,9.79,150,795.0,168.79,51.0,35.1716
MFG-LINE-PLT-003-01,PLT-003,WC-009,SHF-PLT-003-20241030-1,2024-10-30,1,429.5,PRD-2024-SKU-05771,electronics_pcb,WO-2024-02264,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.388,1.219,22.67,69.83,24.31,26.4,0.05,WC-010,26.28,97.96,WC-012,0.0,1256,620,619,1,0,1,147.6,175.61,0.8405,99.9627,620,0.1,0,-50.64,12.35,429.5,408.3,0.9506,0.5188,0.9984,0.4924,14.69,29.83,21.2,575.0,1,reduced_speed,poor,performance_loss,156.2,4,21.2,0.0,3,143.2,7.1,8.6,no,7.9,8.6,0.0,4.8,0.0,0.0,no,preventive,24.0,3.9,8,7,77.7,skilled,8.1,0.0,no,no,61.8,SUP-183,373.0,4.87,1.12,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9627,99.8649,715.6,1.156,149.2,104.0,,7.1,300.6,1125.93,1418.14,15.37,0.0,3.84,150,3180.0,639.84,57.7,19.5048
MFG-LINE-PLT-004-05,PLT-004,WC-043,SHF-PLT-004-20230212-1,2023-02-12,1,475.6,PRD-2023-SKU-08730,industrial_machinery,WO-2023-66498,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,157.392,7.87,142.0,380.68,160.04,170.38,0.05,WC-009,166.91,96.41,WC-001,133.6,188,172,171,1,0,1,22.83,23.79,0.9596,99.9553,172,0.3,0,-8.51,10.79,475.6,452.1,0.9506,0.9594,0.9942,0.9067,29.94,33.03,23.5,7.3,1,equipment_failure,world_class,availability_loss,0.0,0,23.5,0.0,1,475.6,23.5,23.5,no,23.5,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,6.8,3,2,62.1,expert,7.7,0.0,no,no,10.7,SUP-051,447.0,4.82,1.11,1.27,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9553,98.6808,675.6,3.951,139.5,75.2,,7.4,283.8,734.7,1043.16,70.8,0.0,17.7,100,2350.0,487.7,69.4,81.6109
MFG-LINE-PLT-005-02,PLT-005,WC-007,SHF-PLT-005-20210323-1,2021-03-23,1,447.5,PRD-2021-SKU-08758,automotive_body,WO-2021-39137,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.377,4.19,45.77,135.58,53.39,59.29,0.08,WC-005,54.87,95.24,WC-003,0.0,565,512,511,1,0,1,68.65,75.79,0.9058,99.9783,512,0.4,1,-9.38,34.26,447.5,447.5,1.0,0.9058,0.998,0.9041,28.09,31.07,0.0,53.2,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,447.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,1.3,8.2,3,2,60.1,skilled,14.3,0.0,no,no,17.0,SUP-014,217.0,5.02,1.17,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9783,98.6892,1749.2,3.423,464.0,169.4,35.0,7.3,734.7,676.47,698.49,56.39,0.0,14.1,200,0.0,14.1,37.6,59.1911
MFG-LINE-PLT-002-04,PLT-002,WC-003,SHF-PLT-002-20210128-3,2021-01-28,3,449.4,PRD-2021-SKU-07932,electronics_pcb,WO-2021-36740,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.331,3.276,15.83,24.46,17.75,22.74,0.189,WC-002,18.65,97.81,WC-005,0.0,1908,1180,1177,3,1,2,207.66,255.32,0.8133,99.822,1181,1.9,5,-38.16,8.73,449.4,423.1,0.9415,0.6554,0.9975,0.6155,19.21,31.21,26.3,620.4,3,reduced_speed,average,performance_loss,82.1,2,26.3,0.0,2,224.7,13.1,19.1,no,19.1,7.2,0.0,0.0,0.0,0.0,no,corrective,15.6,6.7,20,18,68.4,skilled,5.7,0.0,no,no,38.8,SUP-096,1780.0,4.41,0.97,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.822,99.0625,1388.9,1.18,359.7,118.4,,7.1,583.3,3371.64,7945.01,14.4,14.4,7.2,150,3945.0,810.6,29.3,24.0515
MFG-LINE-PLT-004-02,PLT-004,WC-033,SHF-PLT-004-20240229-1,2024-02-29,1,430.7,PRD-2024-SKU-01763,industrial_machinery,WO-2024-46518,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,285.601,60.976,264.12,790.98,278.03,386.21,0.213,WC-001,304.63,96.97,WC-002,269.6,114,70,69,1,0,1,12.57,16.0,0.7856,99.5193,70,4.5,14,-38.6,0.44,430.7,395.9,0.9192,0.6631,0.9857,0.6008,17.97,29.91,34.8,35.6,1,reduced_speed,average,performance_loss,61.8,2,34.8,0.0,1,430.7,34.8,34.8,yes,34.8,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,7.2,23,22,75.4,semi_skilled,3.7,0.0,no,no,69.1,SUP-191,4807.0,4.09,0.86,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5193,97.6068,200.0,2.899,51.7,28.8,,8.1,84.0,8492.63,11378.67,76.7,0.0,19.18,100,3480.0,715.18,38.8,365.8014
MFG-LINE-PLT-005-04,PLT-005,WC-039,SHF-PLT-005-20240819-1,2024-08-19,1,478.8,PRD-2024-SKU-05840,automotive_body,WO-2024-55525,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.825,6.339,48.46,91.07,51.08,63.28,0.12,WC-003,55.47,95.45,WC-002,0.0,616,440,439,1,0,1,68.09,77.25,0.8814,99.9641,440,0.8,2,-28.57,27.51,478.8,427.3,0.8924,0.7998,0.9977,0.7121,23.68,33.25,51.5,110.1,1,reduced_speed,good,performance_loss,39.6,1,51.5,0.0,4,119.7,12.9,21.4,no,0.0,31.5,0.0,5.2,0.0,14.9,no,corrective,15.6,7.2,3,2,61.4,skilled,3.1,0.7,no,no,77.0,SUP-193,359.0,4.88,1.13,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9641,98.2795,778.3,1.773,174.2,80.1,15.6,8.6,326.9,959.71,810.14,39.88,0.0,9.97,200,10300.0,2069.97,71.0,44.0024
MFG-LINE-PLT-004-03,PLT-004,WC-040,SHF-PLT-004-20221103-2,2022-11-03,2,451.7,PRD-2022-SKU-05602,industrial_machinery,WO-2022-53075,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,160.857,8.043,146.64,351.95,159.76,174.13,0.05,WC-004,162.74,91.97,WC-001,133.77,203,134,133,1,0,1,22.36,27.09,0.8254,99.9115,134,2.2,8,-33.99,0.88,451.7,400.4,0.8864,0.7413,0.9925,0.6522,20.46,31.37,51.3,46.8,1,idling_minor_stops,average,performance_loss,40.8,2,51.3,0.0,3,150.6,17.1,24.2,no,24.2,0.0,27.1,0.0,0.0,0.0,no,corrective,22.2,6.0,23,20,69.0,skilled,11.1,0.0,no,no,75.6,SUP-063,885.0,4.63,1.04,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9115,98.5614,463.6,3.486,81.4,31.3,,7.7,194.7,6610.86,10700.23,37.19,0.0,9.3,100,5130.0,1035.3,62.7,167.6282
MFG-LINE-PLT-004-06,PLT-004,WC-006,SHF-PLT-004-20230615-1,2023-06-15,1,473.4,PRD-2023-SKU-04182,industrial_machinery,WO-2023-33934,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,119.196,14.304,104.05,162.72,120.42,142.8,0.12,WC-002,128.59,98.07,WC-001,87.23,251,182,181,1,0,1,30.16,31.97,0.9434,99.8885,182,2.1,5,-27.49,1.35,473.4,411.2,0.8686,0.8306,0.9945,0.7175,23.59,32.88,62.2,37.1,1,reduced_speed,good,performance_loss,49.1,4,62.2,0.0,4,118.4,15.6,27.9,no,27.9,24.5,0.0,9.9,0.0,0.0,no,predictive,6.6,6.1,19,17,72.1,expert,6.6,0.0,no,no,60.8,SUP-082,1115.0,4.56,1.02,1.17,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8885,98.0293,227.9,1.259,48.1,18.0,,9.2,95.7,8070.22,16206.31,22.01,0.0,5.5,100,6220.0,1249.5,68.4,156.2561
MFG-LINE-PLT-005-04,PLT-005,WC-026,SHF-PLT-005-20241223-2,2024-12-23,2,466.5,PRD-2024-SKU-07292,automotive_body,WO-2024-06977,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,63.816,7.658,56.21,97.06,63.58,76.45,0.12,WC-003,63.17,89.98,WC-004,0.0,600,323,322,1,0,1,56.36,77.25,0.7296,99.9256,323,0.6,1,-46.17,3.19,437.1,349.5,0.7996,0.7178,0.9969,0.5721,17.37,30.36,87.6,127.0,1,reduced_speed,average,performance_loss,35.1,1,87.6,29.4,6,77.8,14.6,36.3,yes,36.3,8.2,9.8,28.1,5.1,0.0,yes,corrective,15.6,6.0,16,13,85.0,semi_skilled,14.0,0.0,no,no,27.8,SUP-019,744.0,4.68,1.06,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9256,98.8628,872.3,2.709,197.7,97.2,17.4,7.8,366.4,6284.56,7815.03,31.9,0.0,7.97,200,17520.0,3511.97,59.2,75.7866
MFG-LINE-PLT-009-02,PLT-009,WC-025,SHF-PLT-009-20230816-1,2023-08-16,1,478.7,PRD-2023-SKU-04867,automotive_body,WO-2023-70465,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.439,1.772,30.49,67.54,36.37,38.36,0.05,WC-003,36.33,93.2,WC-002,0.0,870,688,687,1,0,1,101.53,109.09,0.9307,99.9846,688,1.3,3,-20.92,5.07,478.7,406.6,0.8494,0.9307,0.9985,0.7893,26.24,33.24,72.1,51.2,1,setup_adjustment,good,availability_loss,0.0,0,72.1,0.0,2,239.3,36.1,59.3,yes,59.3,12.9,0.0,0.0,0.0,0.0,no,emergency,14.2,4.5,18,17,87.6,expert,4.4,0.0,no,no,11.7,SUP-150,154.0,5.11,1.2,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9846,98.9006,1758.7,2.56,405.1,196.3,35.2,8.0,738.7,3712.8,6523.37,39.46,0.0,9.87,200,14420.0,2893.87,72.0,54.4172
MFG-LINE-PLT-002-02,PLT-002,WC-023,SHF-PLT-002-20240316-2,2024-03-16,2,462.2,PRD-2024-SKU-04209,electronics_pcb,WO-2024-98458,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.111,0.423,12.11,29.85,14.05,14.81,0.03,WC-004,14.59,93.99,WC-010,0.0,2166,1657,1656,1,0,1,255.02,281.25,0.9067,99.9844,1657,0.1,0,-23.5,17.91,462.2,389.8,0.8434,0.9068,0.9994,0.7643,24.53,32.1,72.4,170.3,1,equipment_failure,good,availability_loss,0.0,0,72.4,0.0,4,115.6,18.1,22.7,no,41.8,19.7,0.0,10.9,0.0,0.0,no,preventive,2.0,6.6,15,12,60.5,expert,14.5,0.0,no,no,85.9,SUP-197,156.0,5.11,1.2,1.22,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9844,97.0354,1450.7,0.876,246.7,199.1,,7.8,609.3,3192.9,3869.05,17.17,0.0,4.29,150,10860.0,2176.29,30.5,21.4448
MFG-LINE-PLT-006-01,PLT-006,WC-021,SHF-PLT-006-20220524-1,2022-05-24,1,434.9,PRD-2022-SKU-05795,food_beverage,WO-2022-53663,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.487,3.178,22.6,61.55,25.24,31.73,0.12,WC-012,29.6,99.9,WC-003,0.0,1058,785,783,2,0,2,135.83,146.34,0.9282,99.8412,785,0.9,2,-25.8,12.0,434.9,346.8,0.7974,0.9281,0.9975,0.7382,22.29,30.2,88.1,60.8,2,equipment_failure,good,availability_loss,0.0,0,88.1,0.0,5,87.0,17.6,29.0,no,54.9,6.2,0.0,0.0,4.0,22.9,no,predictive,33.4,4.6,10,9,67.4,expert,4.1,0.0,no,no,71.0,SUP-102,1588.0,4.45,0.98,1.11,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8412,97.3622,459.6,0.587,93.5,42.8,,7.1,193.0,2454.94,2465.25,3.35,0.0,1.68,80,7048.0,1411.28,49.1,9.6423
MFG-LINE-PLT-002-04,PLT-002,WC-026,SHF-PLT-002-20240420-1,2024-04-20,1,463.1,PRD-2024-SKU-08064,electronics_pcb,WO-2024-70617,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.032,3.03,14.43,34.45,16.09,21.03,0.189,WC-004,18.08,99.9,WC-003,0.0,1956,1582,1570,12,4,8,224.43,255.32,0.879,99.2828,1586,0.2,0,-19.12,16.95,463.1,422.9,0.9132,0.879,0.9924,0.7966,25.62,32.16,40.2,217.8,12,idling_minor_stops,good,performance_loss,0.0,0,40.2,0.0,1,463.1,40.2,40.2,yes,40.2,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.1,13,12,79.7,skilled,5.4,0.0,no,no,77.7,SUP-170,7172.0,3.95,0.82,0.86,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,no,no,99.2828,98.3015,1058.2,0.674,274.1,73.9,,8.3,444.4,4430.48,10985.41,7.3,29.2,14.6,150,6030.0,1249.8,53.9,17.1748
MFG-LINE-PLT-006-01,PLT-006,WC-031,SHF-PLT-006-20210817-1,2021-08-17,1,420.8,PRD-2021-SKU-04852,food_beverage,WO-2021-55654,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.658,3.079,23.12,43.22,24.52,30.74,0.12,WC-012,28.07,99.45,WC-011,0.0,1025,805,804,1,0,1,140.22,146.34,0.9582,99.916,805,0.4,1,-21.46,8.82,420.8,344.5,0.8187,0.9582,0.9988,0.7834,22.89,29.22,76.3,35.1,1,setup_adjustment,good,availability_loss,0.0,0,76.3,0.0,4,105.2,19.1,48.5,yes,48.5,21.3,0.0,6.5,0.0,0.0,no,corrective,33.4,6.5,15,13,63.7,expert,6.9,0.0,no,no,19.5,SUP-029,840.0,4.64,1.05,1.13,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.916,98.481,140.7,0.175,37.8,10.3,,9.1,59.1,4305.3,4516.88,9.28,0.0,2.32,80,6104.0,1223.12,58.7,20.2644
MFG-LINE-PLT-006-01,PLT-006,WC-001,SHF-PLT-006-20200821-2,2020-08-21,2,453.6,PRD-2020-SKU-06309,food_beverage,WO-2020-55744,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.236,3.268,24.78,54.41,26.47,32.63,0.12,WC-004,29.15,97.31,WC-003,0.0,1104,873,871,2,0,2,132.14,146.34,0.903,99.8291,873,0.4,1,-20.92,23.04,453.6,396.4,0.8739,0.903,0.9977,0.7873,24.8,31.5,57.2,93.8,2,setup_adjustment,good,availability_loss,0.0,0,57.2,0.0,5,90.7,11.4,33.0,yes,33.0,0.0,16.6,5.4,2.2,0.0,no,predictive,33.4,4.4,6,5,85.5,expert,2.0,0.0,no,yes,11.2,SUP-027,1709.0,4.43,0.98,1.01,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8291,96.8548,599.2,0.688,119.9,75.0,,6.6,251.7,1677.64,3574.41,5.14,0.0,2.57,80,4576.0,917.77,58.2,11.1817
MFG-LINE-PLT-004-03,PLT-004,WC-034,SHF-PLT-004-20211018-2,2021-10-18,2,429.1,PRD-2021-SKU-09091,industrial_machinery,WO-2021-61626,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,148.109,7.405,137.67,327.86,148.49,160.33,0.05,WC-002,155.75,95.6,WC-004,121.02,193,108,107,1,0,1,24.16,27.09,0.8918,99.8992,108,0.2,0,-44.04,0.71,429.1,301.5,0.7026,0.7935,0.9907,0.5524,16.46,29.8,127.6,28.1,1,setup_adjustment,average,availability_loss,33.2,1,127.6,0.0,5,85.8,25.5,79.5,yes,96.2,0.0,6.9,5.5,0.0,19.1,no,predictive,22.2,5.4,23,21,94.1,expert,6.9,0.0,yes,no,21.5,SUP-039,1008.0,4.59,1.03,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8992,97.6955,348.7,3.259,83.6,46.5,,7.8,146.5,3193.31,4865.58,37.05,0.0,9.26,100,12760.0,2561.26,50.1,112.713
MFG-LINE-PLT-005-06,PLT-005,WC-003,SHF-PLT-005-20210223-1,2021-02-23,1,428.4,PRD-2021-SKU-06487,automotive_body,WO-2021-74601,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,79.919,3.996,69.2,109.08,79.92,86.51,0.05,WC-007,81.86,93.11,WC-002,31.92,342,260,259,1,0,1,45.04,48.0,0.9383,99.9715,260,0.2,0,-23.98,3.02,428.4,346.4,0.8086,0.9383,0.9962,0.7558,22.48,29.75,82.0,17.1,1,setup_adjustment,good,availability_loss,0.0,0,82.0,0.0,6,71.4,13.7,19.1,no,19.1,0.0,23.5,16.3,23.0,0.0,no,predictive,32.1,5.6,14,12,84.9,multi_skilled,7.3,0.0,no,no,60.7,SUP-012,285.0,4.95,1.15,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9715,98.7567,749.5,2.894,148.9,83.0,15.0,7.7,314.8,2871.72,3094.69,56.24,0.0,14.06,200,16400.0,3294.06,37.1,79.4935
MFG-LINE-PLT-007-01,PLT-007,WC-046,SHF-PLT-007-20240902-3,2024-09-02,3,479.5,PRD-2024-SKU-07463,industrial_machinery,WO-2024-79020,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,215.819,6.475,192.24,294.93,218.61,226.5,0.03,WC-014,222.48,93.71,WC-013,194.66,168,113,112,1,0,1,16.58,21.16,0.7836,99.918,113,0.6,1,-32.74,2.0,446.2,393.2,0.8812,0.8148,0.9912,0.7117,22.05,30.98,53.0,25.7,1,idling_minor_stops,good,performance_loss,17.6,1,53.0,33.3,2,239.7,26.5,48.2,yes,0.0,48.2,0.0,0.0,4.8,0.0,yes,preventive,27.1,3.9,10,7,76.7,skilled,20.2,0.0,no,no,58.1,SUP-128,820.0,4.65,1.05,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.918,98.629,364.9,3.258,60.4,36.5,,7.8,153.3,3090.1,5862.02,94.65,0.0,23.66,100,5300.0,1083.66,50.2,175.4247
MFG-LINE-PLT-004-01,PLT-004,WC-043,SHF-PLT-004-20231015-2,2023-10-15,2,466.2,PRD-2023-SKU-02903,industrial_machinery,WO-2023-48496,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,227.804,11.39,196.06,500.99,227.12,246.6,0.05,WC-003,237.02,94.59,WC-006,210.61,133,90,89,1,0,1,15.66,17.19,0.911,99.9344,90,0.6,1,-32.33,0.76,466.2,371.2,0.7962,0.8462,0.9889,0.6663,21.57,32.38,95.0,16.4,1,setup_adjustment,average,availability_loss,26.4,1,95.0,0.0,6,77.7,15.8,25.1,no,68.7,7.1,0.0,0.0,3.1,16.1,no,preventive,28.6,6.1,17,15,93.1,expert,8.5,0.0,no,yes,79.9,SUP-152,656.0,4.71,1.07,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9344,98.0724,385.6,4.333,67.6,19.4,,7.1,162.0,4826.63,8409.11,34.84,0.0,8.71,100,9500.0,1908.71,27.7,183.9476
MFG-LINE-PLT-008-02,PLT-008,WC-049,SHF-PLT-008-20231204-1,2023-12-04,1,449.7,PRD-2023-SKU-09557,medical_devices,WO-2023-03537,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,39.075,3.126,36.69,53.66,40.36,44.23,0.08,WC-002,41.33,96.17,WC-006,0.0,697,618,617,1,0,1,92.04,93.02,0.9895,99.99,618,0.8,2,-11.33,6.86,449.7,440.7,0.98,0.9046,0.9984,0.8851,27.64,31.23,9.0,65.2,1,idling_minor_stops,world_class,performance_loss,37.8,2,9.0,0.0,1,449.7,9.0,9.0,no,0.0,0.0,9.0,0.0,0.0,0.0,no,corrective,8.4,7.7,14,12,61.4,expert,8.4,0.0,no,no,62.2,SUP-018,36.0,5.47,1.32,1.43,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,98.1045,734.8,1.191,186.8,73.7,,8.0,308.6,2632.24,4537.29,11.3,0.0,2.83,250,2250.0,452.83,63.2,22.9383
MFG-LINE-PLT-009-02,PLT-009,WC-027,SHF-PLT-009-20200611-2,2020-06-11,2,471.4,PRD-2020-SKU-08557,automotive_body,WO-2020-99765,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.696,1.985,35.63,70.6,39.17,42.97,0.05,WC-001,39.58,90.64,WC-003,0.0,856,639,638,1,0,1,90.55,109.09,0.83,99.9776,639,0.8,2,-25.35,5.41,471.4,423.4,0.8982,0.8301,0.9984,0.7444,24.37,32.74,48.0,130.8,1,reduced_speed,good,performance_loss,0.0,0,48.0,0.0,4,117.8,12.0,20.7,no,12.1,27.4,0.0,8.6,0.0,0.0,no,corrective,14.2,5.8,18,15,77.4,skilled,13.5,0.0,no,no,46.8,SUP-153,224.0,5.01,1.17,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9776,99.4538,996.6,1.562,245.6,128.2,19.9,8.8,418.6,4067.22,4374.62,28.03,0.0,7.01,200,9600.0,1927.01,72.6,41.3057
MFG-LINE-PLT-002-02,PLT-002,WC-010,SHF-PLT-002-20211201-2,2021-12-01,2,471.9,PRD-2021-SKU-03639,electronics_pcb,WO-2021-87932,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.078,0.422,13.26,25.59,14.13,14.77,0.03,WC-006,14.34,92.62,WC-002,0.0,2211,1446,1445,1,0,1,255.57,281.25,0.9087,99.9758,1446,0.3,1,-34.6,20.41,471.9,463.8,0.9828,0.6651,0.9993,0.6532,21.41,32.77,8.1,728.1,1,reduced_speed,average,performance_loss,124.4,4,8.1,0.0,1,471.9,8.1,8.1,no,0.0,0.0,0.0,0.0,8.1,0.0,no,preventive,2.0,6.9,10,9,88.2,multi_skilled,6.2,0.0,no,no,16.6,SUP-028,242.0,4.99,1.16,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9758,98.7683,1426.2,0.987,290.4,145.0,,7.5,599.0,2933.41,5774.34,10.84,0.0,2.71,150,1215.0,245.71,34.7,16.8736
MFG-LINE-PLT-003-04,PLT-003,WC-035,SHF-PLT-003-20220413-2,2022-04-13,2,461.7,PRD-2022-SKU-09031,electronics_pcb,WO-2022-64588,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.374,1.569,28.89,90.21,31.43,33.96,0.05,WC-002,32.31,93.64,WC-008,0.0,1021,806,805,1,0,1,114.62,132.84,0.8628,99.9661,806,1.3,3,-21.06,20.92,461.7,421.9,0.9138,0.8628,0.9988,0.7875,25.25,32.06,39.8,128.2,1,reduced_speed,good,performance_loss,0.0,0,39.8,0.0,4,115.4,9.9,12.5,no,0.0,0.0,12.5,11.0,16.3,0.0,no,corrective,11.0,6.7,6,5,61.8,skilled,0.4,0.0,no,no,52.2,SUP-132,339.0,4.9,1.13,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9661,99.2305,738.2,0.917,145.9,109.9,,7.7,310.0,1012.11,2142.68,11.64,0.0,2.91,150,5970.0,1196.91,43.8,15.5735
MFG-LINE-PLT-002-04,PLT-002,WC-037,SHF-PLT-002-20220327-1,2022-03-27,1,473.4,PRD-2022-SKU-07535,electronics_pcb,WO-2022-81420,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.885,3.002,14.74,39.5,15.67,20.84,0.189,WC-002,18.28,99.9,WC-003,0.0,2012,1348,1346,2,0,2,226.58,255.32,0.8874,99.9175,1348,0.0,0,-33.0,21.33,473.4,357.0,0.7541,0.8874,0.9985,0.6682,21.97,32.87,116.4,171.0,2,setup_adjustment,average,availability_loss,0.0,0,116.4,0.0,5,94.7,23.3,66.0,yes,82.2,4.3,0.0,0.0,12.1,17.7,no,preventive,15.6,6.4,9,8,90.5,skilled,5.2,0.0,no,no,47.9,SUP-111,825.0,4.65,1.05,1.05,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9175,98.0325,640.7,0.476,121.6,32.5,,8.8,269.1,3242.39,4477.38,10.69,0.0,5.34,150,17460.0,3497.34,50.9,16.4412
MFG-LINE-PLT-010-03,PLT-010,WC-008,SHF-PLT-010-20230629-2,2023-06-29,2,450.6,PRD-2023-SKU-04933,industrial_machinery,WO-2023-39612,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.21,4.825,37.47,76.25,39.42,48.17,0.12,WC-009,43.72,98.84,WC-002,0.0,775,614,613,1,0,1,89.52,103.45,0.8653,99.859,614,0.7,1,-20.77,4.8,450.6,411.5,0.9132,0.8654,0.9984,0.789,24.69,31.29,39.1,95.5,1,idling_minor_stops,good,performance_loss,0.0,0,39.1,0.0,5,90.1,7.8,12.4,no,12.4,7.0,8.9,8.0,2.7,0.0,no,preventive,29.1,4.7,19,17,70.5,multi_skilled,7.2,0.0,no,no,87.3,SUP-093,1410.0,4.49,1.0,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.859,99.116,2096.5,3.42,402.0,147.7,,7.7,880.5,3931.81,3344.06,36.44,0.0,9.11,100,3910.0,791.11,31.0,48.3687
MFG-LINE-PLT-003-02,PLT-003,WC-049,SHF-PLT-003-20200511-3,2020-05-11,3,436.6,PRD-2020-SKU-03683,electronics_pcb,WO-2020-03499,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,51.479,6.177,47.72,95.73,50.2,61.67,0.12,WC-001,50.6,89.36,WC-001,0.0,716,401,400,1,0,1,69.84,98.63,0.7081,99.7981,401,2.0,7,-43.99,54.97,436.6,385.5,0.883,0.6328,0.9975,0.5573,16.9,30.32,51.1,232.7,1,reduced_speed,average,performance_loss,41.0,1,51.1,0.0,3,145.5,17.0,32.2,yes,32.2,0.0,14.0,0.0,4.9,0.0,no,emergency,24.8,6.7,1,1,85.4,semi_skilled,12.0,0.0,no,no,68.7,SUP-129,2019.0,4.38,0.96,0.99,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7981,98.4567,298.4,0.746,75.8,41.1,,8.1,125.3,431.62,967.43,15.09,0.0,3.77,150,7665.0,1536.77,39.2,18.6254
MFG-LINE-PLT-006-01,PLT-006,WC-049,SHF-PLT-006-20230522-1,2023-05-22,1,457.0,PRD-2023-SKU-06623,food_beverage,WO-2023-27528,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,32.042,3.845,27.76,74.91,32.55,38.39,0.12,WC-004,35.72,99.9,WC-002,0.0,1111,710,707,3,1,2,112.31,146.34,0.7675,99.7069,711,0.5,1,-36.09,6.19,457.0,379.3,0.83,0.7675,0.9958,0.6343,20.13,31.74,77.7,215.1,3,idling_minor_stops,average,performance_loss,0.0,0,77.7,0.0,4,114.2,19.4,33.2,yes,38.3,0.0,0.0,0.0,0.0,39.5,no,predictive,33.4,4.8,16,15,74.7,semi_skilled,3.4,0.0,no,no,50.6,SUP-071,2931.0,4.26,0.92,0.98,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7069,99.3092,364.1,0.515,92.4,33.9,,7.4,152.9,5347.63,12824.65,5.86,5.86,2.93,80,6216.0,1251.99,61.8,31.5882
MFG-LINE-PLT-005-02,PLT-005,WC-038,SHF-PLT-005-20231102-2,2023-11-02,2,440.2,PRD-2023-SKU-05377,automotive_body,WO-2023-06733,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.346,4.188,49.06,71.87,52.49,59.26,0.08,WC-004,53.2,92.39,WC-001,0.0,555,372,371,1,0,1,68.76,75.79,0.9072,99.982,372,0.5,1,-32.97,3.89,440.2,404.4,0.9187,0.7283,0.9973,0.6672,20.4,30.57,35.8,138.8,1,reduced_speed,average,performance_loss,79.8,2,35.8,0.0,3,146.7,11.9,15.8,no,9.2,15.8,0.0,10.9,0.0,0.0,no,preventive,1.3,5.4,16,13,88.8,expert,13.8,0.0,no,no,28.4,SUP-005,180.0,5.07,1.19,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.982,97.6595,890.8,2.401,220.2,45.1,17.8,8.1,374.1,2797.19,2834.44,23.44,0.0,5.86,200,7160.0,1437.86,53.1,38.6828
MFG-LINE-PLT-010-04,PLT-010,WC-007,SHF-PLT-010-20210308-2,2021-03-08,2,443.8,PRD-2021-SKU-05678,industrial_machinery,WO-2021-65529,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,293.462,35.215,254.1,517.6,276.63,351.57,0.12,WC-005,320.53,99.29,WC-002,279.84,100,86,85,1,0,1,12.15,13.62,0.8921,99.828,86,0.6,1,-14.0,1.04,443.8,424.6,0.9567,0.8921,0.9884,0.8436,26.0,30.82,19.2,10.4,1,idling_minor_stops,good,performance_loss,0.0,0,19.2,0.0,2,221.9,9.6,12.3,no,0.0,12.3,6.9,0.0,0.0,0.0,no,predictive,14.7,5.4,12,11,67.6,expert,8.1,0.0,no,no,58.6,SUP-048,1720.0,4.43,0.98,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.828,98.1322,229.5,2.7,41.5,17.7,,8.2,96.4,3437.69,7085.46,17.15,0.0,4.29,100,1920.0,388.29,52.6,141.1535
MFG-LINE-PLT-004-05,PLT-004,WC-015,SHF-PLT-004-20240728-3,2024-07-28,3,446.1,PRD-2024-SKU-05179,industrial_machinery,WO-2024-38267,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,204.485,10.224,181.18,351.74,208.26,221.35,0.05,WC-004,210.73,93.69,WC-006,180.7,176,113,112,1,0,1,17.47,23.79,0.7343,99.8874,113,6.3,18,-35.8,1.08,446.1,388.1,0.87,0.7341,0.9912,0.633,19.61,30.98,58.0,40.9,1,reduced_speed,average,performance_loss,0.0,0,58.0,0.0,2,223.1,29.0,51.0,yes,0.0,0.0,51.0,0.0,7.0,0.0,no,preventive,3.8,7.6,15,14,70.0,semi_skilled,0.2,0.0,no,no,17.2,SUP-095,1126.0,4.55,1.02,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8874,97.618,418.1,3.733,95.6,59.6,,7.5,175.6,5456.55,12395.21,37.53,0.0,9.38,100,5800.0,1169.38,54.9,197.2558
MFG-LINE-PLT-003-04,PLT-003,WC-038,SHF-PLT-003-20240815-2,2024-08-15,2,476.5,PRD-2024-SKU-07583,electronics_pcb,WO-2024-18355,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,36.601,1.83,31.38,106.57,37.64,39.62,0.05,WC-006,36.7,91.16,WC-005,0.0,1054,652,651,1,0,1,98.33,132.84,0.7402,99.9096,652,1.9,4,-38.14,11.71,476.5,427.0,0.8961,0.6896,0.9985,0.6171,20.42,33.09,49.5,293.5,1,idling_minor_stops,average,performance_loss,29.1,1,49.5,0.0,1,476.5,49.5,49.5,yes,49.5,0.0,0.0,0.0,0.0,0.0,no,corrective,11.0,5.9,8,7,84.9,semi_skilled,11.3,0.0,no,no,17.0,SUP-174,904.0,4.62,1.04,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9096,99.117,329.4,0.506,75.6,47.2,,8.7,138.3,2718.25,5320.84,5.52,0.0,1.38,150,7425.0,1486.38,55.7,17.8773
MFG-LINE-PLT-008-01,PLT-008,WC-015,SHF-PLT-008-20200809-1,2020-08-09,1,433.4,PRD-2020-SKU-02513,medical_devices,WO-2020-47727,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,131.563,15.788,115.33,325.75,130.12,157.61,0.12,WC-002,142.54,98.5,WC-001,99.95,228,153,152,1,0,1,27.25,31.61,0.8621,99.9824,153,0.9,2,-32.89,4.21,433.4,336.9,0.7773,0.8621,0.9935,0.6658,20.04,30.1,96.5,24.5,1,setup_adjustment,average,availability_loss,0.0,0,96.5,0.0,4,108.4,24.1,33.2,yes,74.4,0.0,0.0,0.0,0.0,22.1,no,predictive,7.3,5.9,6,5,75.1,skilled,0.1,0.0,no,no,59.3,SUP-082,176.0,5.07,1.19,1.28,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9824,99.4429,216.3,1.423,41.9,20.3,,7.6,90.8,1233.94,1206.87,13.61,0.0,3.4,250,24125.0,4828.4,68.8,29.7575
MFG-LINE-PLT-005-04,PLT-005,WC-006,SHF-PLT-005-20241107-3,2024-11-07,3,479.9,PRD-2024-SKU-08865,automotive_body,WO-2024-02542,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,83.78,10.054,71.79,191.92,86.14,100.37,0.12,WC-003,86.54,93.91,WC-004,6.53,617,211,210,1,0,1,42.94,77.25,0.5559,99.8754,211,3.0,6,-65.8,1.88,479.9,331.4,0.6906,0.4945,0.9953,0.3398,11.32,33.33,148.5,215.7,1,reduced_speed,poor,performance_loss,36.6,1,148.5,0.0,10,48.0,14.8,34.8,yes,88.1,17.6,13.5,8.0,21.3,0.0,no,preventive,15.6,5.4,17,14,68.5,trainee,13.8,1.8,no,no,19.6,SUP-055,1246.0,4.52,1.01,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,no,no,99.8754,97.4543,551.0,2.624,126.4,71.1,11.0,7.9,231.4,5314.65,10522.6,39.82,0.0,9.96,200,29700.0,5949.96,74.3,115.4251
MFG-LINE-PLT-002-04,PLT-002,WC-049,SHF-PLT-002-20240615-1,2024-06-15,1,423.0,PRD-2024-SKU-08296,electronics_pcb,WO-2024-62725,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.215,3.065,14.1,36.48,16.97,21.27,0.189,WC-004,19.5,99.9,WC-006,0.0,1798,1520,1518,2,1,1,221.95,255.32,0.8693,99.9293,1521,3.5,10,-15.46,43.06,423.0,410.9,0.9714,0.8693,0.9987,0.8433,24.77,29.37,12.1,228.5,2,idling_minor_stops,good,performance_loss,0.0,0,12.1,0.0,2,211.5,6.0,9.2,no,0.0,0.0,0.0,9.2,2.9,0.0,no,preventive,15.6,6.2,6,5,79.5,skilled,13.8,0.0,no,no,83.1,SUP-002,707.0,4.69,1.06,1.18,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.9293,99.4104,359.8,0.237,93.2,39.5,,9.4,151.1,898.68,1554.94,9.38,9.38,2.35,150,1815.0,374.73,34.0,11.0087
MFG-LINE-PLT-005-01,PLT-005,WC-019,SHF-PLT-005-20220216-3,2022-02-16,3,444.9,PRD-2022-SKU-09595,automotive_body,WO-2022-61422,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.842,4.901,36.91,74.09,39.0,48.93,0.12,WC-002,42.87,95.41,WC-001,0.0,775,440,439,1,0,1,87.97,104.65,0.8406,99.9586,440,1.1,3,-43.23,4.23,444.9,300.1,0.6745,0.8406,0.9977,0.5657,17.48,30.9,144.8,83.4,1,equipment_failure,average,availability_loss,0.0,0,144.8,0.0,3,148.3,48.3,78.4,yes,131.4,13.4,0.0,0.0,0.0,0.0,no,preventive,20.8,6.2,18,14,75.8,multi_skilled,18.9,0.0,no,yes,60.8,SUP-036,414.0,4.84,1.11,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9586,99.7309,1212.5,2.762,285.7,102.3,24.2,7.8,509.2,3795.0,4894.42,41.32,0.0,10.33,200,28960.0,5802.33,69.8,61.2078
MFG-LINE-PLT-004-07,PLT-004,WC-046,SHF-PLT-004-20201122-3,2020-11-22,3,462.6,PRD-2020-SKU-06243,industrial_machinery,WO-2020-85375,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,285.043,14.252,269.17,428.21,287.98,308.56,0.05,WC-003,289.44,92.31,WC-001,266.99,138,66,65,1,0,1,12.49,18.05,0.692,99.777,66,1.3,3,-52.17,0.4,445.0,314.7,0.7072,0.6969,0.9848,0.4854,15.0,30.9,130.3,28.7,1,idling_minor_stops,poor,performance_loss,15.4,1,130.3,17.6,6,77.1,21.7,43.3,yes,0.0,60.9,28.6,0.0,8.8,32.0,yes,predictive,22.9,4.9,22,21,64.5,semi_skilled,4.2,0.0,no,no,36.5,SUP-080,2230.0,4.34,0.95,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.777,98.468,172.2,2.65,33.0,12.9,,8.2,72.3,10065.21,24630.02,83.86,0.0,20.96,100,13030.0,2626.96,51.8,618.9229
MFG-LINE-PLT-001-01,PLT-001,WC-015,SHF-PLT-001-20220817-1,2022-08-17,1,462.2,PRD-2022-SKU-03943,pharmaceutical,WO-2022-34789,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.646,0.769,23.66,31.99,25.5,26.91,0.03,WC-010,25.91,91.84,WC-007,0.0,1359,733,732,1,0,1,140.37,176.47,0.7954,99.99,733,0.8,2,-46.06,5.0,462.2,355.1,0.7683,0.7018,0.9986,0.5384,17.28,32.1,107.1,311.5,1,idling_minor_stops,average,performance_loss,41.8,1,107.1,0.0,3,154.1,35.7,78.7,yes,18.0,0.0,0.0,10.3,0.0,78.7,no,corrective,26.8,6.5,22,19,80.2,semi_skilled,11.9,0.0,no,no,19.8,SUP-072,84.0,5.26,1.25,1.3,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.2632,699.1,0.955,155.9,93.4,,8.7,293.6,7342.69,14947.22,12.62,0.0,3.15,300,32130.0,6429.15,71.6,43.0879
MFG-LINE-PLT-010-03,PLT-010,WC-034,SHF-PLT-010-20200812-1,2020-08-12,1,439.9,PRD-2020-SKU-06459,industrial_machinery,WO-2020-14709,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.683,5.362,38.87,59.77,43.29,53.53,0.12,WC-005,49.78,99.9,WC-002,0.0,755,401,399,2,0,2,80.38,103.45,0.777,99.5769,401,1.9,6,-46.89,6.05,439.9,323.7,0.7358,0.7185,0.995,0.5261,16.07,30.55,116.2,157.1,2,reduced_speed,average,performance_loss,24.4,1,116.2,0.0,3,146.6,38.7,67.3,yes,116.2,0.0,0.0,0.0,0.0,0.0,no,corrective,29.1,5.2,11,9,83.0,semi_skilled,13.0,0.0,no,no,49.2,SUP-123,4231.0,4.13,0.88,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5769,97.5032,849.5,2.129,227.2,102.2,,8.6,356.8,4170.31,3503.62,42.96,0.0,21.48,100,11620.0,2345.48,65.6,62.4082
MFG-LINE-PLT-010-03,PLT-010,WC-048,SHF-PLT-010-20220423-1,2022-04-23,1,448.6,PRD-2022-SKU-02379,industrial_machinery,WO-2022-65897,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.964,4.796,36.17,65.26,41.92,47.88,0.12,WC-003,44.58,99.9,WC-002,0.0,772,474,473,1,0,1,89.97,103.45,0.8697,99.8682,474,1.5,5,-38.6,3.33,448.6,355.2,0.7918,0.7741,0.9979,0.6116,19.05,31.15,93.4,138.3,1,reduced_speed,average,performance_loss,39.1,1,93.4,0.0,5,89.7,18.7,25.7,no,60.2,33.2,0.0,0.0,0.0,0.0,no,preventive,29.1,5.5,22,19,78.5,skilled,11.5,1.6,no,no,32.1,SUP-195,1318.0,4.51,1.0,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8682,98.0228,1546.2,3.269,401.0,183.7,,7.8,649.4,6825.97,9881.79,30.99,0.0,7.75,100,9340.0,1875.75,46.0,66.3785
MFG-LINE-PLT-004-07,PLT-004,WC-011,SHF-PLT-004-20220929-2,2022-09-29,2,467.0,PRD-2022-SKU-09165,industrial_machinery,WO-2022-69001,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,237.786,11.889,214.54,646.25,230.08,257.4,0.05,WC-001,246.41,94.21,WC-005,219.74,140,95,94,1,0,1,15.05,18.05,0.8338,99.915,95,2.5,7,-32.14,0.53,467.0,395.4,0.8467,0.7984,0.9895,0.6689,21.69,32.43,71.6,24.0,1,reduced_speed,average,performance_loss,16.6,1,71.6,0.0,10,46.7,7.2,10.3,no,10.3,15.1,9.1,15.2,21.9,0.0,no,corrective,22.9,5.7,24,23,82.1,skilled,2.7,0.0,no,no,71.1,SUP-075,850.0,4.64,1.05,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.915,98.5511,250.1,2.661,56.3,33.4,,8.2,105.0,3751.52,5558.02,40.71,0.0,10.18,100,7160.0,1442.18,73.3,140.1807
MFG-LINE-PLT-004-04,PLT-004,WC-029,SHF-PLT-004-20230802-1,2023-08-02,1,430.0,PRD-2023-SKU-03843,industrial_machinery,WO-2023-48084,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,317.423,59.993,281.29,815.39,332.32,416.41,0.189,WC-002,348.76,99.88,WC-001,304.99,88,81,80,1,0,1,11.3,12.43,0.9091,99.6259,81,0.8,2,-7.95,1.59,391.5,391.5,1.0,0.9989,0.9877,0.9866,26.82,27.19,0.0,0.1,1,process_defects,world_class,quality_loss,0.0,0,0.0,38.5,0,430.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,24.6,7.5,8,7,65.8,skilled,6.0,0.0,no,yes,38.0,SUP-069,3741.0,4.17,0.89,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6259,99.6086,256.2,3.202,50.8,24.9,,7.9,107.6,2785.69,4584.0,15.2,0.0,3.8,100,0.0,3.8,63.2,107.5111
MFG-LINE-PLT-010-04,PLT-010,WC-042,SHF-PLT-010-20231230-1,2023-12-30,1,429.4,PRD-2023-SKU-04559,industrial_machinery,WO-2023-47624,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,279.2,33.504,264.95,336.12,276.99,334.48,0.12,WC-004,307.64,99.9,WC-003,265.58,97,86,85,1,0,1,12.85,13.62,0.9435,99.8578,86,0.4,1,-11.34,0.59,429.4,401.7,0.9355,0.9431,0.9884,0.872,26.0,29.82,27.7,5.2,1,equipment_failure,world_class,availability_loss,0.0,0,27.7,0.0,3,143.1,9.2,12.6,no,21.1,0.0,0.0,0.0,6.7,0.0,no,preventive,14.7,6.1,22,20,82.7,expert,7.0,1.9,no,no,19.3,SUP-139,1422.0,4.48,0.99,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8578,98.8419,348.6,4.101,89.1,46.2,,7.3,146.4,4636.99,3832.75,74.5,0.0,18.62,100,2770.0,572.62,51.7,175.0205
MFG-LINE-PLT-006-01,PLT-006,WC-048,SHF-PLT-006-20220822-1,2022-08-22,1,462.3,PRD-2022-SKU-07335,food_beverage,WO-2022-76339,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.085,3.37,24.04,44.23,28.29,33.65,0.12,WC-005,30.56,98.93,WC-010,0.0,1126,855,854,1,0,1,128.05,146.34,0.875,99.891,855,2.4,8,-24.07,6.52,438.1,400.0,0.913,0.8764,0.9988,0.7992,24.31,30.42,38.1,120.6,1,reduced_speed,good,performance_loss,23.6,1,38.1,24.2,2,231.1,19.1,28.1,no,0.0,28.1,10.0,0.0,0.0,0.0,yes,predictive,33.4,5.2,19,17,61.9,skilled,8.4,0.0,no,yes,36.0,SUP-013,1090.0,4.56,1.02,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.891,99.4777,357.0,0.418,92.1,45.0,,7.9,149.9,4476.17,5578.13,5.25,0.0,1.31,80,3048.0,610.91,37.7,17.0293
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20231224-2,2023-12-24,2,445.2,PRD-2023-SKU-09654,electronics_pcb,WO-2023-70360,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,27.818,1.391,25.37,49.25,28.05,30.11,0.05,WC-010,28.84,94.25,WC-005,0.0,1302,682,681,1,0,1,129.25,175.61,0.736,99.9355,682,2.5,7,-47.62,91.78,445.2,343.5,0.7716,0.6784,0.9985,0.5227,16.16,30.92,101.7,323.3,1,reduced_speed,average,performance_loss,26.9,1,101.7,0.0,6,74.2,17.0,35.2,yes,51.9,0.0,43.2,6.7,0.0,0.0,no,corrective,24.0,6.3,2,1,93.7,semi_skilled,9.3,0.0,no,no,77.2,SUP-151,645.0,4.72,1.07,1.22,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9355,97.954,337.1,0.495,79.5,30.6,,8.8,141.6,263.76,222.43,8.78,0.0,2.19,150,15255.0,3053.19,32.5,9.5068
MFG-LINE-PLT-003-01,PLT-003,WC-012,SHF-PLT-003-20220207-2,2022-02-07,2,422.0,PRD-2022-SKU-04484,electronics_pcb,WO-2022-54726,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,36.131,1.807,31.76,50.89,34.47,39.11,0.05,WC-010,38.51,96.91,WC-012,0.0,1232,627,625,2,0,2,99.55,175.61,0.5669,99.8229,627,1.5,4,-49.11,5.23,422.0,411.8,0.9758,0.5203,0.9968,0.5061,14.83,29.3,10.2,578.1,2,idling_minor_stops,average,performance_loss,33.8,1,10.2,0.0,1,422.0,10.2,10.2,no,0.0,10.2,0.0,0.0,0.0,0.0,no,preventive,24.0,4.1,20,17,70.3,trainee,11.2,0.0,no,no,31.6,SUP-041,1771.0,4.42,0.97,1.01,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8229,97.427,320.6,0.513,65.8,22.4,,8.7,134.7,4558.51,6802.75,12.39,0.0,6.2,150,1530.0,312.2,46.0,30.6077
MFG-LINE-PLT-002-01,PLT-002,WC-032,SHF-PLT-002-20230527-1,2023-05-27,1,454.7,PRD-2023-SKU-06129,electronics_pcb,WO-2023-98947,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.164,2.158,39.72,107.2,43.59,46.72,0.05,WC-001,42.96,90.48,WC-002,0.0,715,524,523,1,0,1,83.39,94.49,0.8825,99.9633,524,0.4,0,-26.71,5.75,454.7,414.6,0.9118,0.8026,0.9981,0.7304,23.06,31.58,40.1,128.9,1,idling_minor_stops,good,performance_loss,37.6,3,40.1,0.0,4,113.7,10.0,19.4,no,19.4,6.6,0.0,7.9,6.3,0.0,no,preventive,26.7,4.8,13,12,75.5,skilled,1.2,0.0,no,no,83.0,SUP-109,367.0,4.88,1.13,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9633,99.2087,691.4,1.322,169.6,96.5,,6.7,290.4,2554.13,5330.49,17.15,0.0,4.29,150,6015.0,1207.29,54.7,32.2585
MFG-LINE-PLT-004-05,PLT-004,WC-009,SHF-PLT-004-20200204-1,2020-02-04,1,463.9,PRD-2020-SKU-02989,industrial_machinery,WO-2020-02770,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,157.518,7.876,145.68,304.89,156.43,170.51,0.05,WC-009,160.04,92.36,WC-005,133.73,183,134,133,1,0,1,22.81,23.79,0.9588,99.9541,134,1.0,3,-26.78,1.56,463.9,456.4,0.9838,0.7404,0.9925,0.723,23.29,32.21,7.5,47.0,1,reduced_speed,good,performance_loss,103.9,3,7.5,0.0,1,463.9,7.5,7.5,no,0.0,0.0,0.0,7.5,0.0,0.0,no,predictive,3.8,6.3,13,11,61.9,expert,9.1,0.0,no,no,42.9,SUP-104,459.0,4.81,1.1,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9541,97.0272,254.2,1.911,57.8,28.8,,8.7,106.8,5313.58,8318.62,61.42,0.0,15.36,100,750.0,165.36,61.7,164.3795
MFG-LINE-PLT-002-04,PLT-002,WC-039,SHF-PLT-002-20241230-2,2024-12-30,2,443.3,PRD-2024-SKU-01499,electronics_pcb,WO-2024-61886,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.427,2.7,13.55,22.62,16.22,19.88,0.175,WC-005,16.58,97.72,WC-001,0.0,1885,1724,1722,2,0,2,233.33,255.32,0.9139,99.9326,1724,0.6,1,-8.54,29.13,443.3,443.3,1.0,0.9139,0.9988,0.9128,28.1,30.79,0.0,162.4,2,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,443.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,15.6,6.0,10,8,84.3,expert,10.7,0.0,no,no,89.5,SUP-143,674.0,4.71,1.07,1.18,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,no,no,99.9326,98.0296,1789.2,1.039,386.5,202.8,,7.4,751.5,2275.94,5598.02,17.48,0.0,8.74,150,0.0,8.74,57.5,22.0729
MFG-LINE-PLT-005-05,PLT-005,WC-035,SHF-PLT-005-20240828-1,2024-08-28,1,429.1,PRD-2024-SKU-09894,automotive_body,WO-2024-02717,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,76.605,2.298,67.88,189.99,76.15,80.4,0.03,WC-002,77.56,92.04,WC-001,17.59,421,295,294,1,0,1,46.98,59.02,0.796,99.98,295,5.9,18,-29.93,2.57,429.1,376.7,0.8779,0.7961,0.9966,0.6965,20.76,29.8,52.4,75.6,1,reduced_speed,average,performance_loss,0.0,0,52.4,0.0,2,214.6,26.2,44.2,yes,44.2,0.0,8.2,0.0,0.0,0.0,no,corrective,23.7,6.3,19,16,82.8,semi_skilled,13.1,0.0,no,yes,28.5,SUP-194,200.0,5.04,1.18,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.98,97.7083,985.8,3.353,247.5,55.5,19.7,7.3,414.0,6981.42,11852.15,24.58,0.0,6.14,200,10480.0,2102.14,28.8,88.7234
MFG-LINE-PLT-003-04,PLT-003,WC-031,SHF-PLT-003-20230919-2,2023-09-19,2,456.7,PRD-2023-SKU-08784,electronics_pcb,WO-2023-91985,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.711,1.586,29.44,56.62,31.78,34.33,0.05,WC-007,33.78,96.83,WC-005,0.0,1010,611,610,1,0,1,113.36,132.84,0.8534,99.9513,611,0.3,0,-39.5,8.9,456.7,359.5,0.7872,0.7676,0.9984,0.6033,19.13,31.72,97.2,185.0,1,reduced_speed,average,performance_loss,36.1,2,97.2,0.0,5,91.3,19.4,55.5,yes,55.5,16.9,12.6,12.2,0.0,0.0,no,preventive,11.0,6.5,11,9,67.9,skilled,13.4,1.2,no,no,44.0,SUP-164,487.0,4.8,1.1,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9513,99.1376,381.9,0.626,93.7,30.6,,8.4,160.4,4005.8,9037.36,23.48,0.0,5.87,150,14580.0,2921.87,66.6,44.9007
MFG-LINE-PLT-010-03,PLT-010,WC-046,SHF-PLT-010-20220502-3,2022-05-02,3,476.8,PRD-2022-SKU-04075,industrial_machinery,WO-2022-00111,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.663,5.96,45.88,116.31,48.29,59.5,0.12,WC-010,52.39,95.9,WC-005,0.0,818,565,562,3,0,3,72.48,103.45,0.7006,99.5826,565,2.8,10,-30.93,11.79,476.8,467.7,0.9809,0.7006,0.9947,0.6836,22.64,33.11,9.1,241.4,3,reduced_speed,average,performance_loss,0.0,0,9.1,0.0,1,476.8,9.1,9.1,no,0.0,0.0,9.1,0.0,0.0,0.0,no,preventive,29.1,6.2,7,6,63.1,semi_skilled,9.4,0.0,no,no,60.0,SUP-168,4174.0,4.14,0.88,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5826,98.6628,2348.6,4.179,530.4,285.7,,7.2,986.4,3038.29,4229.11,46.43,0.0,34.82,100,910.0,216.82,38.1,59.6092
MFG-LINE-PLT-004-04,PLT-004,WC-020,SHF-PLT-004-20240126-1,2024-01-26,1,463.4,PRD-2024-SKU-05847,industrial_machinery,WO-2024-18789,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,328.641,62.113,280.25,895.19,318.81,431.13,0.189,WC-002,339.29,93.86,WC-001,316.21,94,68,67,1,0,1,10.86,12.43,0.8737,98.8913,68,4.6,10,-27.66,1.24,463.4,375.8,0.811,0.8736,0.9853,0.698,22.46,32.18,87.6,9.8,1,equipment_failure,average,availability_loss,0.0,0,87.6,0.0,6,77.2,14.6,22.2,no,43.1,12.8,26.8,0.0,4.9,0.0,no,preventive,24.6,5.6,8,7,67.3,skilled,11.2,0.0,no,no,17.9,SUP-055,11087.0,3.79,0.76,0.87,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.8913,97.355,248.3,3.706,57.1,22.6,,7.5,104.3,2700.75,6043.75,78.35,0.0,19.59,100,8760.0,1771.59,68.0,210.0343
MFG-LINE-PLT-004-07,PLT-004,WC-018,SHF-PLT-004-20240221-1,2024-02-21,1,467.2,PRD-2024-SKU-02546,industrial_machinery,WO-2024-72346,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,328.657,16.433,309.56,538.34,323.42,355.77,0.05,WC-004,343.52,95.02,WC-002,310.61,140,71,70,1,0,1,10.91,18.05,0.6044,99.8042,71,3.6,12,-49.29,1.12,467.2,407.6,0.8724,0.5789,0.9859,0.498,16.16,32.44,59.6,51.6,1,idling_minor_stops,poor,performance_loss,17.0,2,59.6,0.0,4,116.8,14.9,22.6,no,32.2,6.1,0.0,0.0,0.0,21.4,no,corrective,22.9,5.4,9,8,91.9,trainee,0.0,0.0,no,no,83.6,SUP-062,1958.0,4.38,0.96,0.97,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8042,96.8418,132.8,1.897,29.2,13.5,,8.7,55.8,2031.15,4363.76,78.48,0.0,19.62,100,5960.0,1211.62,62.7,170.957
MFG-LINE-PLT-004-02,PLT-004,WC-017,SHF-PLT-004-20241217-1,2024-12-17,1,425.3,PRD-2024-SKU-01127,industrial_machinery,WO-2024-42366,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,276.394,59.01,257.18,500.37,267.75,373.76,0.213,WC-001,298.73,98.25,WC-002,260.39,112,76,75,1,0,1,12.91,16.0,0.8069,99.3476,76,0.8,1,-32.14,0.71,425.3,371.4,0.8733,0.7674,0.9868,0.6613,19.53,29.53,53.9,23.0,1,reduced_speed,average,performance_loss,18.2,1,53.9,0.0,2,212.6,26.9,30.5,yes,30.5,23.4,0.0,0.0,0.0,0.0,no,preventive,6.1,7.9,17,15,76.1,semi_skilled,11.5,0.0,no,no,38.1,SUP-182,6524.0,3.98,0.83,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.3476,99.1823,286.6,3.821,70.7,18.4,,7.5,120.4,6315.99,8100.93,53.8,0.0,13.45,100,5390.0,1091.45,73.5,246.7429
MFG-LINE-PLT-007-02,PLT-007,WC-008,SHF-PLT-007-20220731-1,2022-07-31,1,465.6,PRD-2022-SKU-06853,industrial_machinery,WO-2022-90212,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,305.571,36.669,285.54,422.67,297.74,366.07,0.12,WC-001,291.55,86.74,WC-002,290.03,120,70,69,1,0,1,11.75,15.54,0.7561,99.776,70,0.2,0,-41.67,0.52,439.3,351.1,0.7992,0.7695,0.9857,0.6063,18.5,30.51,88.2,21.0,1,reduced_speed,average,performance_loss,19.9,1,88.2,26.3,2,232.8,44.1,59.2,yes,59.2,29.0,0.0,0.0,0.0,0.0,yes,emergency,32.8,4.1,18,17,64.9,semi_skilled,3.4,0.0,no,no,35.5,SUP-096,2240.0,4.34,0.95,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.776,97.8187,157.9,2.288,30.0,17.9,,8.5,66.3,4320.58,6625.81,48.5,0.0,12.12,100,8820.0,1776.12,48.4,207.8462
MFG-LINE-PLT-003-01,PLT-003,WC-018,SHF-PLT-003-20240929-1,2024-09-29,1,457.3,PRD-2024-SKU-04006,electronics_pcb,WO-2024-55030,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.573,1.079,18.96,44.17,21.72,23.35,0.05,WC-005,22.11,93.18,WC-004,0.0,1338,1041,1040,1,0,1,166.8,175.61,0.9498,99.9797,1041,0.8,1,-22.2,12.41,457.3,374.5,0.8189,0.9498,0.999,0.7771,24.68,31.75,82.8,55.0,1,equipment_failure,good,availability_loss,0.0,0,82.8,0.0,7,65.3,11.8,23.4,no,23.4,25.5,10.3,15.3,8.3,0.0,no,preventive,24.0,6.1,14,11,67.7,expert,14.9,0.0,no,no,32.5,SUP-062,203.0,5.04,1.18,1.31,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9797,97.1738,840.3,0.808,157.0,84.8,,8.0,352.9,1776.07,4419.53,7.06,0.0,1.76,150,12420.0,2485.76,29.5,13.0241
MFG-LINE-PLT-007-02,PLT-007,WC-021,SHF-PLT-007-20230810-2,2023-08-10,2,479.8,PRD-2023-SKU-09103,industrial_machinery,WO-2023-62952,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,325.13,39.016,282.37,432.88,327.57,389.51,0.12,WC-002,337.31,94.31,WC-001,309.59,123,59,58,1,0,1,10.93,15.54,0.7033,99.5636,59,3.0,9,-52.03,7.25,479.8,387.8,0.8082,0.5873,0.9831,0.4666,15.55,33.32,92.0,41.5,1,idling_minor_stops,poor,performance_loss,63.9,3,92.0,0.0,7,68.5,13.1,34.3,yes,49.3,18.1,0.0,17.8,6.8,0.0,no,corrective,32.8,4.0,2,1,69.3,semi_skilled,10.9,0.0,no,no,61.8,SUP-158,4364.0,4.12,0.87,0.89,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5636,96.7071,232.8,4.014,47.1,17.5,,7.3,97.8,237.97,203.21,19.77,0.0,4.94,100,9200.0,1844.94,36.1,27.7174
MFG-LINE-PLT-008-02,PLT-008,WC-028,SHF-PLT-008-20231216-1,2023-12-16,1,432.5,PRD-2023-SKU-09554,medical_devices,WO-2023-65716,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,38.833,3.107,33.78,74.88,38.77,43.96,0.08,WC-005,41.02,96.02,WC-001,0.0,670,598,597,1,0,1,92.7,93.02,0.9966,99.99,598,0.3,1,-10.75,7.53,432.5,387.1,0.895,0.9965,0.9983,0.8904,26.74,30.03,45.4,2.1,1,setup_adjustment,world_class,availability_loss,0.0,0,45.4,0.0,2,216.2,22.7,40.0,yes,40.0,0.0,0.0,5.4,0.0,0.0,no,preventive,8.4,7.8,12,11,76.8,expert,7.0,1.8,no,no,14.2,SUP-149,78.0,5.28,1.26,1.42,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,96.9936,560.6,0.939,113.7,83.1,,8.4,235.5,2169.64,3360.04,6.88,0.0,1.72,250,11350.0,2271.72,38.6,16.154
MFG-LINE-PLT-004-04,PLT-004,WC-004,SHF-PLT-004-20230918-3,2023-09-18,3,439.5,PRD-2023-SKU-02692,industrial_machinery,WO-2023-18041,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,366.344,69.239,323.43,1001.94,374.08,480.59,0.189,WC-002,402.72,99.9,WC-001,353.91,90,71,70,1,0,1,9.69,12.43,0.7796,99.7244,71,2.0,6,-21.11,0.5,439.5,439.5,1.0,0.78,0.9859,0.769,23.47,30.52,0.0,20.0,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,439.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,5.8,23,19,75.4,skilled,14.6,0.0,no,no,55.7,SUP-123,2756.0,4.28,0.93,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,99.7244,97.3317,125.2,1.788,23.5,11.5,,8.8,52.6,6528.87,8037.94,69.88,0.0,17.47,100,0.0,17.47,67.7,278.9756
MFG-LINE-PLT-009-01,PLT-009,WC-029,SHF-PLT-009-20201029-3,2020-10-29,3,444.1,PRD-2020-SKU-03559,automotive_body,WO-2020-90802,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,90.606,10.873,81.28,237.66,92.72,108.55,0.12,WC-004,101.27,99.9,WC-009,33.29,423,272,271,1,0,1,39.64,57.32,0.6916,99.9323,272,5.9,18,-35.7,9.15,444.1,411.7,0.927,0.6916,0.9963,0.6387,19.7,30.84,32.4,121.3,1,idling_minor_stops,average,performance_loss,0.0,0,32.4,0.0,3,148.0,10.8,12.8,no,0.0,0.0,11.0,8.5,12.8,0.0,no,preventive,28.2,5.2,5,4,64.6,semi_skilled,19.4,0.4,no,no,11.4,SUP-155,677.0,4.7,1.07,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9323,98.076,669.4,2.47,134.1,52.7,13.4,8.0,281.1,1734.08,1709.37,35.92,0.0,8.98,200,6480.0,1304.98,41.1,48.759
MFG-LINE-PLT-003-02,PLT-003,WC-006,SHF-PLT-003-20211202-1,2021-12-02,1,460.0,PRD-2021-SKU-09714,electronics_pcb,WO-2021-86429,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,37.844,4.541,32.49,84.33,38.21,45.34,0.12,WC-001,35.47,85.2,WC-001,0.0,755,454,453,1,0,1,95.0,98.63,0.9632,99.9438,454,0.1,0,-39.87,14.77,460.0,403.2,0.8765,0.685,0.9978,0.5991,19.14,31.94,56.8,208.8,1,reduced_speed,average,performance_loss,116.4,3,56.8,0.0,5,92.0,11.4,23.4,no,0.0,19.6,30.8,6.3,0.0,0.0,no,corrective,24.8,6.4,5,4,71.5,expert,9.1,0.0,no,no,63.9,SUP-112,562.0,4.76,1.09,1.22,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9438,98.6349,435.3,0.961,96.4,33.5,,7.6,182.8,1180.83,1014.35,13.55,0.0,3.39,150,8520.0,1707.39,69.7,18.4258
MFG-LINE-PLT-001-02,PLT-001,WC-012,SHF-PLT-001-20220821-1,2022-08-21,1,439.2,PRD-2022-SKU-04988,pharmaceutical,WO-2022-79347,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,82.282,22.319,77.98,228.22,79.95,119.11,0.271,WC-002,86.34,95.39,WC-001,11.41,518,298,297,1,0,1,43.75,70.87,0.6173,99.9001,298,0.3,0,-42.47,1.76,439.2,408.7,0.9306,0.6174,0.9966,0.5726,17.46,30.5,30.5,184.7,1,reduced_speed,average,performance_loss,0.0,0,30.5,0.0,2,219.6,15.3,20.9,no,0.0,20.9,9.6,0.0,0.0,0.0,no,corrective,22.7,6.1,24,23,88.7,trainee,3.7,0.0,no,no,78.5,SUP-091,999.0,4.59,1.03,1.1,contamination,labelling,100pct_manual,no,no,no,no,99.9001,98.2572,605.6,2.039,119.5,39.2,,7.3,254.4,6019.79,11209.13,28.11,0.0,7.03,300,9150.0,1837.03,48.2,86.2145
MFG-LINE-PLT-004-03,PLT-004,WC-032,SHF-PLT-004-20240617-3,2024-06-17,3,463.0,PRD-2024-SKU-07957,industrial_machinery,WO-2024-61571,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,153.71,7.685,143.55,353.87,155.4,166.39,0.05,WC-001,160.29,94.8,WC-004,126.62,208,104,103,1,0,1,23.38,27.09,0.863,99.9359,104,2.7,5,-50.0,1.91,463.0,382.1,0.8253,0.6029,0.9904,0.4928,15.84,32.15,80.9,68.5,1,reduced_speed,poor,performance_loss,115.2,3,80.9,0.0,7,66.1,11.6,19.1,no,7.5,6.8,33.3,33.3,0.0,0.0,no,preventive,22.2,6.6,10,7,71.2,multi_skilled,21.5,0.0,no,yes,19.0,SUP-043,641.0,4.72,1.07,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9359,98.9776,302.6,2.938,60.1,23.4,,8.0,127.1,1356.18,2231.98,49.78,0.0,12.45,100,8090.0,1630.45,29.6,85.0998
MFG-LINE-PLT-007-01,PLT-007,WC-034,SHF-PLT-007-20200815-1,2020-08-15,1,473.4,PRD-2020-SKU-07410,industrial_machinery,WO-2020-57014,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,197.067,5.912,182.56,494.01,197.94,206.82,0.03,WC-010,201.92,93.15,WC-003,175.91,166,106,105,1,0,1,18.27,21.16,0.8634,99.9487,106,0.5,1,-36.14,0.6,473.4,427.9,0.9039,0.7022,0.9906,0.6287,20.67,32.88,45.5,45.0,1,reduced_speed,average,performance_loss,79.8,2,45.5,0.0,3,157.8,15.2,20.7,no,18.1,0.0,20.7,0.0,6.7,0.0,no,emergency,27.1,5.4,23,22,85.7,skilled,2.2,1.0,no,yes,34.2,SUP-038,513.0,4.78,1.09,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9487,99.783,268.0,2.552,55.2,25.3,,8.3,112.6,5277.9,10178.49,38.21,0.0,9.55,100,4550.0,919.55,66.4,185.7776
MFG-LINE-PLT-009-02,PLT-009,WC-017,SHF-PLT-009-20241101-1,2024-11-01,1,455.6,PRD-2024-SKU-01279,automotive_body,WO-2024-01997,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.775,1.889,35.59,101.95,36.84,40.89,0.05,WC-002,39.24,94.43,WC-003,0.0,828,652,651,1,0,1,95.27,109.09,0.8733,99.976,652,1.7,6,-21.26,17.15,455.6,410.6,0.9012,0.8733,0.9985,0.7858,24.86,31.64,45.0,94.6,1,idling_minor_stops,good,performance_loss,0.0,0,45.0,0.0,2,227.8,22.5,27.5,no,0.0,27.5,17.5,0.0,0.0,0.0,no,preventive,14.2,6.4,6,5,92.0,skilled,1.4,0.0,no,yes,62.4,SUP-026,240.0,4.99,1.16,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.976,98.7823,1714.7,2.634,312.7,209.6,34.3,7.9,720.2,2358.07,5292.82,38.08,0.0,9.52,200,9000.0,1809.52,43.2,49.891
MFG-LINE-PLT-004-03,PLT-004,WC-017,SHF-PLT-004-20230128-3,2023-01-28,3,441.1,PRD-2023-SKU-07528,industrial_machinery,WO-2023-41824,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,186.717,9.336,168.86,531.01,187.26,202.12,0.05,WC-005,198.54,96.66,WC-001,159.63,198,118,117,1,0,1,19.16,27.09,0.7073,99.8827,118,0.4,1,-40.4,0.94,441.1,369.6,0.8379,0.7072,0.9915,0.5875,18.0,30.63,71.5,48.9,1,idling_minor_stops,average,performance_loss,0.0,0,71.5,0.0,3,147.0,23.8,33.2,yes,71.5,0.0,0.0,0.0,0.0,0.0,no,preventive,22.2,6.2,18,17,82.7,semi_skilled,2.6,0.0,no,no,75.1,SUP-097,1173.0,4.54,1.01,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8827,99.7775,430.2,3.677,89.6,49.6,,7.5,180.7,5357.4,12824.9,68.07,0.0,17.02,100,7150.0,1447.02,54.2,224.0561
MFG-LINE-PLT-002-03,PLT-002,WC-036,SHF-PLT-002-20201110-2,2020-11-10,2,448.7,PRD-2020-SKU-09706,electronics_pcb,WO-2020-24159,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,57.877,2.894,54.36,88.84,59.16,62.65,0.05,WC-005,60.45,94.96,WC-006,0.0,615,271,270,1,0,1,62.16,82.38,0.7546,99.9208,271,0.8,1,-55.93,2.78,448.7,363.7,0.8106,0.5427,0.9963,0.4383,13.66,31.16,85.0,228.3,1,reduced_speed,poor,performance_loss,102.1,4,85.0,0.0,6,74.8,14.2,30.4,yes,64.0,7.8,0.0,3.8,0.0,9.4,no,corrective,13.3,6.1,14,13,80.7,semi_skilled,0.3,1.6,no,no,61.7,SUP-102,792.0,4.66,1.05,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9208,98.319,257.0,0.952,46.4,25.3,,7.6,107.9,4702.28,10190.31,24.6,0.0,6.15,150,12750.0,2556.15,71.5,79.8489
MFG-LINE-PLT-002-03,PLT-002,WC-031,SHF-PLT-002-20230405-1,2023-04-05,1,468.8,PRD-2023-SKU-07225,electronics_pcb,WO-2023-61648,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,45.245,2.262,40.33,102.53,44.01,48.98,0.05,WC-009,46.52,93.48,WC-003,0.0,643,574,573,1,0,1,79.47,82.38,0.9647,99.9772,574,0.6,1,-10.73,9.17,468.8,459.2,0.9795,0.9105,0.9983,0.8903,28.98,32.55,9.6,56.4,1,idling_minor_stops,world_class,performance_loss,25.8,1,9.6,0.0,1,468.8,9.6,9.6,no,0.0,0.0,9.6,0.0,0.0,0.0,no,preventive,13.3,7.0,9,8,75.3,expert,1.9,0.0,no,no,13.0,SUP-198,228.0,5.01,1.17,1.25,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9772,97.3691,287.1,0.501,69.3,21.9,,8.7,120.6,3615.85,7354.7,14.83,0.0,3.71,150,1440.0,291.71,62.5,34.0017
MFG-LINE-PLT-010-04,PLT-010,WC-044,SHF-PLT-010-20220114-1,2022-01-14,1,444.2,PRD-2022-SKU-03245,industrial_machinery,WO-2022-65289,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,304.052,36.486,279.96,761.49,286.44,364.25,0.12,WC-006,350.76,99.9,WC-001,290.43,100,68,67,1,0,1,11.83,13.62,0.8686,99.8684,68,0.9,3,-32.0,0.39,444.2,417.4,0.9397,0.7176,0.9853,0.6644,20.5,30.85,26.8,26.8,1,reduced_speed,average,performance_loss,72.6,2,26.8,0.0,2,222.1,13.4,20.0,no,0.0,0.0,0.0,20.0,6.7,0.0,no,predictive,14.7,4.8,24,23,72.4,skilled,0.8,0.0,no,no,69.5,SUP-183,1316.0,4.51,1.0,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8684,97.6129,154.0,2.298,28.4,9.6,,8.5,64.7,8847.53,9404.64,56.59,0.0,14.15,100,2680.0,550.15,73.1,329.8551
MFG-LINE-PLT-010-04,PLT-010,WC-016,SHF-PLT-010-20200515-3,2020-05-15,3,440.3,PRD-2020-SKU-04282,industrial_machinery,WO-2020-05723,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,333.664,40.04,296.16,608.01,326.2,399.73,0.12,WC-003,358.53,97.68,WC-006,320.04,99,72,71,1,0,1,10.78,13.62,0.7915,99.7751,72,5.7,18,-27.27,1.94,440.3,425.1,0.9655,0.7461,0.9861,0.7104,21.72,30.57,15.2,24.5,1,reduced_speed,good,performance_loss,24.2,1,15.2,0.0,3,146.8,5.1,6.3,no,0.0,6.3,3.9,0.0,4.9,0.0,no,predictive,14.7,5.4,6,5,82.5,skilled,3.5,0.1,no,no,39.0,SUP-196,2249.0,4.34,0.95,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7751,98.2111,204.9,2.886,48.4,20.0,,8.1,86.1,708.28,1561.15,44.42,0.0,11.11,100,1520.0,315.11,46.0,77.0094
MFG-LINE-PLT-004-05,PLT-004,WC-034,SHF-PLT-004-20220404-2,2022-04-04,2,438.5,PRD-2022-SKU-09097,industrial_machinery,WO-2022-34524,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,174.094,8.705,159.28,315.56,171.99,188.46,0.05,WC-007,180.48,94.25,WC-009,150.3,173,97,96,1,0,1,20.53,23.79,0.863,99.9312,97,1.0,3,-43.93,0.69,438.5,367.7,0.8386,0.6651,0.9897,0.552,16.81,30.45,70.8,48.8,1,reduced_speed,average,performance_loss,84.2,4,70.8,0.0,2,219.3,35.4,43.3,yes,27.5,43.3,0.0,0.0,0.0,0.0,no,emergency,3.8,8.2,20,19,86.6,skilled,0.4,1.9,no,yes,23.4,SUP-199,688.0,4.7,1.07,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9312,99.6135,288.8,3.008,73.6,16.5,,8.0,121.3,6458.39,11455.1,35.69,0.0,8.92,100,7080.0,1424.92,33.9,222.6606
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20210713-1,2021-07-13,1,475.4,PRD-2021-SKU-09459,industrial_machinery,WO-2021-24832,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,319.336,60.354,279.72,571.41,322.97,418.92,0.189,WC-001,344.77,98.15,WC-002,306.91,98,83,82,1,0,1,11.27,12.43,0.9067,99.6963,83,0.2,0,-15.31,0.49,475.4,442.0,0.9297,0.9066,0.988,0.8328,27.5,33.02,33.4,8.6,1,reduced_speed,good,performance_loss,0.0,0,33.4,0.0,2,237.7,16.7,21.0,no,12.5,21.0,0.0,0.0,0.0,0.0,no,corrective,24.6,7.3,23,21,70.2,skilled,7.5,0.0,no,no,87.0,SUP-089,3037.0,4.24,0.91,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6963,99.0501,315.6,3.849,62.5,44.6,,7.4,132.6,4354.09,10597.83,32.89,0.0,8.22,100,3340.0,676.22,48.0,215.6316
MFG-LINE-PLT-005-05,PLT-005,WC-025,SHF-PLT-005-20240830-3,2024-08-30,3,420.8,PRD-2024-SKU-04414,automotive_body,WO-2024-33230,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,88.619,2.659,78.17,118.31,89.53,93.01,0.03,WC-002,90.35,92.69,WC-001,29.6,413,217,216,1,0,1,40.51,59.02,0.6864,99.9763,217,4.0,15,-47.46,2.2,420.8,321.4,0.7638,0.6865,0.9954,0.5219,15.25,29.22,99.4,99.1,1,idling_minor_stops,average,performance_loss,0.0,0,99.4,0.0,4,105.2,24.9,33.1,yes,24.7,26.1,48.7,0.0,0.0,0.0,no,corrective,23.7,4.7,18,14,83.2,semi_skilled,20.5,0.0,no,no,78.6,SUP-159,237.0,5.0,1.17,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9763,97.2484,621.0,2.875,174.6,40.1,12.4,7.7,260.8,6096.27,12354.9,26.55,0.0,6.64,200,19880.0,3982.64,60.5,112.095
MFG-LINE-PLT-001-01,PLT-001,WC-028,SHF-PLT-001-20200409-3,2020-04-09,3,446.7,PRD-2020-SKU-03595,pharmaceutical,WO-2020-96257,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,28.794,0.864,26.0,83.6,28.79,30.22,0.03,WC-008,29.26,92.37,WC-002,0.0,1313,775,774,1,0,1,124.98,176.47,0.7082,99.9877,775,0.6,1,-40.97,51.98,446.7,403.4,0.9031,0.6532,0.9987,0.5891,18.27,31.02,43.3,411.5,1,reduced_speed,average,performance_loss,31.3,1,43.3,0.0,3,148.9,14.4,19.5,no,0.0,17.9,6.0,0.0,0.0,19.5,no,preventive,26.8,6.0,3,2,75.5,semi_skilled,6.9,0.0,no,no,62.9,SUP-096,123.0,5.17,1.22,1.28,contamination,labelling,automated_vision,yes,yes,no,no,99.9877,97.251,1631.6,2.108,429.3,92.8,,7.2,685.3,470.03,644.47,35.16,0.0,8.79,300,12990.0,2606.79,32.9,36.6453
MFG-LINE-PLT-005-05,PLT-005,WC-018,SHF-PLT-005-20230823-2,2023-08-23,2,422.2,PRD-2023-SKU-02489,automotive_body,WO-2023-30254,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,103.51,3.105,94.42,180.57,102.79,108.63,0.03,WC-003,104.22,91.53,WC-001,44.49,415,207,206,1,0,1,34.64,59.02,0.5869,99.9852,207,0.3,0,-50.12,9.76,422.2,358.6,0.8493,0.5869,0.9952,0.4961,14.54,29.32,63.6,145.7,1,idling_minor_stops,poor,performance_loss,0.0,0,63.6,0.0,4,105.5,15.9,22.7,no,21.8,15.2,0.0,0.0,4.0,22.7,no,predictive,23.7,5.7,4,3,90.5,trainee,9.1,0.0,yes,no,34.2,SUP-130,148.0,5.12,1.21,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9852,97.3911,330.4,1.604,93.3,48.2,6.6,8.7,138.8,803.87,714.54,28.57,0.0,7.14,200,12720.0,2551.14,58.0,36.0796
MFG-LINE-PLT-005-04,PLT-005,WC-040,SHF-PLT-005-20200428-3,2020-04-28,3,453.9,PRD-2020-SKU-03735,automotive_body,WO-2020-04054,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,60.256,7.231,52.22,174.39,60.12,72.19,0.12,WC-001,65.3,98.53,WC-004,0.0,584,364,363,1,0,1,59.62,77.25,0.7718,99.9474,364,0.6,1,-37.67,12.0,453.9,404.2,0.8905,0.6994,0.9973,0.6211,19.58,31.52,49.7,156.5,1,idling_minor_stops,average,performance_loss,37.9,1,49.7,0.0,2,227.0,24.9,31.1,yes,31.1,0.0,0.0,0.0,0.0,18.6,no,preventive,15.6,4.8,6,4,93.0,skilled,24.0,0.0,no,yes,60.3,SUP-176,526.0,4.78,1.09,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9474,97.7777,1234.6,3.401,307.6,89.6,24.7,7.3,518.5,1560.75,3879.98,21.97,0.0,5.49,200,9940.0,1993.49,73.6,37.0188
MFG-LINE-PLT-005-03,PLT-005,WC-007,SHF-PLT-005-20200810-2,2020-08-10,2,424.1,PRD-2020-SKU-04414,automotive_body,WO-2020-21238,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,79.477,3.974,69.15,186.56,78.53,86.03,0.05,WC-001,80.91,92.55,WC-002,15.88,449,259,258,1,0,1,45.19,63.6,0.7105,99.9681,259,0.2,0,-42.32,18.25,424.1,343.9,0.8109,0.7105,0.9961,0.5739,16.9,29.45,80.2,105.5,1,reduced_speed,average,performance_loss,0.0,0,80.2,0.0,6,70.7,13.4,26.7,no,39.5,23.8,12.3,0.0,4.6,0.0,no,predictive,32.9,4.3,3,2,66.1,semi_skilled,11.0,1.5,no,no,51.7,SUP-081,319.0,4.91,1.14,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9681,97.6872,656.6,2.545,125.7,72.6,13.1,8.0,275.8,780.01,1030.36,22.12,0.0,5.53,200,16040.0,3213.53,26.2,29.2227
MFG-LINE-PLT-010-04,PLT-010,WC-030,SHF-PLT-010-20221226-2,2022-12-26,2,466.9,PRD-2022-SKU-06838,industrial_machinery,WO-2022-03915,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,354.645,42.557,335.11,476.51,362.44,424.86,0.12,WC-005,399.8,99.9,WC-006,341.02,105,69,68,1,0,1,10.04,13.62,0.7372,99.7016,69,2.6,6,-34.29,8.74,466.9,420.8,0.9013,0.7223,0.9855,0.6415,20.8,32.43,46.1,26.5,1,reduced_speed,average,performance_loss,8.6,1,46.1,0.0,3,155.6,15.4,18.8,no,46.1,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.1,1,1,79.1,semi_skilled,14.9,0.6,no,no,16.2,SUP-165,2984.0,4.25,0.92,0.95,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7016,98.466,302.7,4.452,75.2,35.0,,7.0,127.1,429.97,730.44,42.65,0.0,10.66,100,4610.0,932.66,62.9,60.3421
MFG-LINE-PLT-003-03,PLT-003,WC-033,SHF-PLT-003-20220328-1,2022-03-28,1,444.7,PRD-2022-SKU-02336,electronics_pcb,WO-2022-85096,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.014,0.551,9.71,13.22,10.93,11.92,0.05,WC-001,11.39,94.01,WC-003,0.0,2778,1727,1726,1,0,1,326.67,375.0,0.8711,99.9706,1727,0.1,0,-37.83,12.26,444.7,347.7,0.7819,0.7947,0.9994,0.621,19.18,30.88,97.0,446.2,1,equipment_failure,average,availability_loss,30.5,2,97.0,0.0,5,88.9,19.4,36.9,yes,36.9,43.8,7.8,0.0,8.6,0.0,no,preventive,16.8,6.4,22,19,80.8,skilled,13.3,0.0,no,no,46.0,SUP-163,294.0,4.94,1.15,1.32,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9706,98.5951,1033.9,0.599,221.4,99.8,,8.5,434.2,3967.92,4268.63,10.98,0.0,2.75,150,14550.0,2912.75,63.8,15.7584
MFG-LINE-PLT-007-02,PLT-007,WC-041,SHF-PLT-007-20210912-1,2021-09-12,1,420.4,PRD-2021-SKU-06328,industrial_machinery,WO-2021-08652,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,305.007,36.601,277.37,591.2,284.22,365.4,0.12,WC-001,332.71,99.17,WC-002,289.47,108,72,71,1,0,1,11.74,15.54,0.7555,99.6425,72,1.1,3,-33.33,10.13,420.4,368.0,0.8754,0.7552,0.9861,0.6519,19.03,29.19,52.4,23.3,1,reduced_speed,average,performance_loss,0.0,0,52.4,0.0,4,105.1,13.1,24.2,no,0.0,0.0,24.2,11.1,3.0,14.1,no,preventive,32.8,5.1,1,1,82.3,semi_skilled,10.3,0.0,no,no,80.2,SUP-152,3575.0,4.19,0.9,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6425,98.3405,261.8,3.687,62.2,16.0,,7.5,110.0,315.79,444.2,40.76,0.0,10.19,100,5240.0,1058.19,54.0,52.0382
MFG-LINE-PLT-005-04,PLT-005,WC-006,SHF-PLT-005-20210325-3,2021-03-25,3,424.9,PRD-2021-SKU-05433,automotive_body,WO-2021-88603,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,57.048,6.846,48.8,165.22,58.19,68.34,0.12,WC-002,58.81,93.72,WC-004,0.0,546,339,338,1,0,1,63.0,77.25,0.8155,99.9413,339,0.1,0,-37.91,2.39,424.9,322.8,0.7597,0.8155,0.9971,0.6178,18.23,29.51,102.1,76.7,1,setup_adjustment,average,availability_loss,0.0,0,102.1,0.0,6,70.8,17.0,27.4,no,42.5,36.4,10.4,0.0,0.0,12.8,no,corrective,15.6,6.4,23,20,92.6,skilled,9.4,0.0,no,no,78.0,SUP-090,587.0,4.75,1.08,1.15,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9413,97.7722,914.6,2.706,203.5,116.0,18.3,7.8,384.1,6616.06,9741.3,26.36,0.0,6.59,200,20420.0,4090.59,49.7,74.8325
MFG-LINE-PLT-004-03,PLT-004,WC-012,SHF-PLT-004-20240609-2,2024-06-09,2,453.1,PRD-2024-SKU-01123,industrial_machinery,WO-2024-43002,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,159.162,7.958,140.84,427.89,156.79,172.29,0.05,WC-005,165.53,94.54,WC-002,132.07,204,114,113,1,0,1,22.53,27.09,0.8317,99.9092,114,0.7,2,-44.12,1.0,453.1,351.6,0.776,0.7182,0.9912,0.5524,17.38,31.47,101.5,44.7,1,reduced_speed,average,performance_loss,48.1,2,101.5,0.0,3,151.0,33.8,83.7,yes,87.3,0.0,14.2,0.0,0.0,0.0,no,corrective,22.2,6.0,17,15,74.6,skilled,7.8,0.0,no,no,32.4,SUP-092,908.0,4.62,1.04,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9092,97.1189,356.3,3.153,67.9,21.0,,7.9,149.6,3339.0,6178.06,41.66,0.0,10.41,100,10150.0,2040.41,66.0,126.2504
MFG-LINE-PLT-005-03,PLT-005,WC-026,SHF-PLT-005-20211107-1,2021-11-07,1,451.1,PRD-2021-SKU-07685,automotive_body,WO-2021-16473,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.608,3.13,57.38,166.03,62.56,67.77,0.05,WC-001,64.41,93.53,WC-002,0.0,478,401,400,1,0,1,57.38,63.6,0.9022,99.978,401,0.3,0,-16.11,3.13,451.1,434.0,0.9621,0.8716,0.9975,0.8365,26.2,31.33,17.1,59.1,1,idling_minor_stops,good,performance_loss,14.7,1,17.1,0.0,2,225.5,8.5,10.0,no,0.0,0.0,0.0,17.1,0.0,0.0,no,predictive,32.9,4.5,18,17,68.5,multi_skilled,5.1,0.0,no,no,86.3,SUP-088,220.0,5.01,1.17,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.978,97.7791,1282.8,3.207,315.6,157.9,25.7,7.4,538.8,7903.1,10326.22,42.45,0.0,10.61,200,3420.0,694.61,39.9,88.1294
MFG-LINE-PLT-004-05,PLT-004,WC-031,SHF-PLT-004-20240716-2,2024-07-16,2,441.6,PRD-2024-SKU-08000,industrial_machinery,WO-2024-08401,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,175.312,8.766,164.58,451.79,174.5,189.78,0.05,WC-009,179.6,93.13,WC-004,151.52,174,142,141,1,0,1,20.53,23.79,0.863,99.9187,142,0.7,1,-18.39,0.96,441.6,441.6,1.0,0.8109,0.993,0.8051,24.69,30.67,0.0,33.1,1,idling_minor_stops,good,performance_loss,26.7,1,0.0,0.0,0,441.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.3,21,20,73.9,skilled,0.3,0.0,no,no,85.8,SUP-132,813.0,4.65,1.05,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9187,99.8436,329.5,2.337,88.9,31.5,,8.4,138.4,6624.44,10942.17,21.21,0.0,5.3,100,0.0,5.3,60.8,145.9463
MFG-LINE-PLT-002-03,PLT-002,WC-032,SHF-PLT-002-20230122-1,2023-01-22,1,433.1,PRD-2023-SKU-02648,electronics_pcb,WO-2023-85707,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.562,2.478,46.35,61.36,50.09,53.65,0.05,WC-003,51.33,94.15,WC-007,0.0,594,383,382,1,0,1,72.5,82.38,0.8801,99.9678,383,0.3,0,-35.52,8.82,433.1,345.9,0.7987,0.8065,0.9974,0.6424,19.32,30.08,87.2,91.9,1,equipment_failure,average,availability_loss,28.9,3,87.2,0.0,5,86.6,17.4,33.1,yes,32.6,46.4,0.0,8.2,0.0,0.0,no,emergency,13.3,6.2,7,6,75.1,skilled,6.2,0.0,no,no,35.2,SUP-152,322.0,4.91,1.14,1.3,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9678,97.8089,310.2,0.812,80.2,19.5,,8.0,130.3,1662.16,2700.6,18.68,0.0,4.67,150,13080.0,2620.67,28.7,30.1497
MFG-LINE-PLT-004-05,PLT-004,WC-024,SHF-PLT-004-20200721-3,2020-07-21,3,420.4,PRD-2020-SKU-06805,industrial_machinery,WO-2020-45395,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,170.547,8.527,146.69,414.72,171.69,184.62,0.05,WC-002,174.01,92.75,WC-001,146.76,166,122,121,1,0,1,20.97,23.79,0.8815,99.9216,122,0.0,0,-26.51,2.16,420.4,359.3,0.8547,0.8563,0.9918,0.7258,21.19,29.19,61.1,20.5,1,setup_adjustment,good,availability_loss,10.2,1,61.1,0.0,3,140.1,20.4,28.6,no,16.9,15.6,0.0,0.0,0.0,28.6,no,predictive,3.8,7.8,11,8,65.3,expert,19.5,0.0,no,no,22.0,SUP-185,784.0,4.66,1.05,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9216,98.4467,264.6,2.187,60.8,14.4,,8.5,111.1,1106.06,1575.36,19.92,0.0,4.98,100,6110.0,1226.98,43.4,42.2451
MFG-LINE-PLT-010-03,PLT-010,WC-037,SHF-PLT-010-20220628-3,2022-06-28,3,420.5,PRD-2022-SKU-02963,industrial_machinery,WO-2022-98382,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.672,5.001,38.71,53.55,40.61,49.92,0.12,WC-004,46.01,99.9,WC-009,0.0,724,551,550,1,0,1,86.38,103.45,0.835,99.8625,551,3.3,7,-23.9,4.62,420.5,382.7,0.9101,0.835,0.9982,0.7586,22.15,29.2,37.8,108.9,1,reduced_speed,good,performance_loss,0.0,0,37.8,0.0,2,210.3,18.9,30.9,yes,30.9,0.0,0.0,6.9,0.0,0.0,no,preventive,29.1,6.2,21,17,69.1,multi_skilled,15.3,0.0,no,no,57.4,SUP-161,1375.0,4.49,1.0,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8625,96.9474,1559.2,2.835,366.9,175.0,,8.1,654.9,3539.15,6461.43,73.02,0.0,18.25,100,3780.0,774.25,40.9,91.3356
MFG-LINE-PLT-010-01,PLT-010,WC-026,SHF-PLT-010-20220410-1,2022-04-10,1,469.7,PRD-2022-SKU-08412,industrial_machinery,WO-2022-25553,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,322.553,25.804,282.92,432.84,337.72,365.13,0.08,WC-001,340.63,96.0,WC-003,309.68,100,68,67,1,0,1,11.04,12.87,0.8578,99.9463,68,1.3,2,-32.0,2.85,469.7,369.6,0.7869,0.8577,0.9853,0.665,21.69,32.62,100.1,11.3,1,setup_adjustment,average,availability_loss,0.0,0,100.1,0.0,5,93.9,20.0,39.6,yes,0.0,18.6,23.2,0.0,0.0,58.3,no,preventive,19.7,5.8,4,3,71.9,skilled,13.7,0.0,no,no,68.5,SUP-181,537.0,4.77,1.09,1.24,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9463,99.3673,221.5,3.306,50.9,16.9,,7.8,93.0,900.13,1289.44,60.65,0.0,15.16,100,10010.0,2017.16,52.2,94.2354
MFG-LINE-PLT-005-02,PLT-005,WC-019,SHF-PLT-005-20231124-2,2023-11-24,2,446.5,PRD-2023-SKU-04068,automotive_body,WO-2023-63152,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.181,4.414,50.17,164.75,54.78,62.46,0.08,WC-006,58.71,96.73,WC-004,0.0,563,405,404,1,0,1,65.13,75.79,0.8593,99.9837,405,0.2,0,-28.06,4.94,446.5,446.5,1.0,0.7181,0.9975,0.7163,22.21,31.01,0.0,159.0,1,reduced_speed,good,performance_loss,73.4,3,0.0,0.0,0,446.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,1.3,6.8,12,11,92.0,skilled,8.2,0.0,yes,no,86.2,SUP-181,163.0,5.09,1.2,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9837,99.8828,515.5,1.276,103.3,35.6,10.3,9.0,216.5,5190.78,4806.35,38.88,0.0,9.72,200,0.0,9.72,38.6,63.7216
MFG-LINE-PLT-001-01,PLT-001,WC-047,SHF-PLT-001-20200324-2,2020-03-24,2,449.3,PRD-2020-SKU-04125,pharmaceutical,WO-2020-69387,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.229,0.727,21.43,48.69,24.39,25.43,0.03,WC-008,24.81,93.08,WC-010,0.0,1321,1035,1034,1,0,1,148.45,176.47,0.8412,99.99,1035,1.4,3,-21.65,7.27,449.3,449.3,1.0,0.7832,0.999,0.7824,24.41,31.2,0.0,286.5,1,idling_minor_stops,good,performance_loss,31.0,3,0.0,0.0,0,449.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,5.8,22,19,74.1,skilled,9.9,0.0,no,no,35.8,SUP-061,44.0,5.42,1.31,1.34,contamination,labelling,automated_vision,no,no,no,no,99.99,97.8896,1797.1,1.738,474.0,156.6,,7.7,754.8,5536.18,8887.4,28.01,0.0,7.0,300,0.0,7.0,69.6,41.9864
MFG-LINE-PLT-005-04,PLT-005,WC-016,SHF-PLT-005-20210101-1,2021-01-01,1,457.0,PRD-2021-SKU-05403,automotive_body,WO-2021-33321,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.821,6.099,47.01,78.77,47.84,60.88,0.12,WC-003,53.08,94.95,WC-002,0.0,588,326,325,1,0,1,70.73,77.25,0.9156,99.9689,326,2.8,7,-44.56,42.67,457.0,405.2,0.8867,0.6248,0.9969,0.5523,17.53,31.74,51.8,195.8,1,idling_minor_stops,average,performance_loss,128.7,4,51.8,0.0,4,114.3,12.9,18.0,no,0.0,0.0,14.1,8.8,10.8,18.0,no,predictive,15.6,5.8,2,1,63.6,multi_skilled,8.4,0.0,no,no,78.0,SUP-136,311.0,4.92,1.14,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9689,98.5558,913.9,2.812,222.9,131.1,18.3,7.8,383.8,208.04,221.67,79.57,0.0,19.89,200,10360.0,2091.89,54.0,81.137
MFG-LINE-PLT-007-01,PLT-007,WC-025,SHF-PLT-007-20201109-2,2020-11-09,2,435.9,PRD-2020-SKU-08401,industrial_machinery,WO-2020-67896,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,232.295,6.969,200.41,649.51,233.27,243.79,0.03,WC-014,239.68,93.8,WC-009,211.13,153,93,92,1,0,1,15.47,21.16,0.7311,99.9309,93,3.7,12,-39.22,12.66,435.9,435.9,1.0,0.6048,0.9892,0.5983,18.11,30.27,0.0,60.8,1,reduced_speed,average,performance_loss,75.2,2,0.0,0.0,0,435.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,5.2,1,1,61.5,semi_skilled,2.7,0.0,no,no,53.4,SUP-005,691.0,4.7,1.07,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9309,97.1189,235.5,2.56,45.4,20.2,,8.3,98.9,199.08,299.41,25.58,0.0,6.39,100,0.0,6.39,38.9,31.2764
MFG-LINE-PLT-005-02,PLT-005,WC-043,SHF-PLT-005-20221018-1,2022-10-18,1,421.0,PRD-2022-SKU-03538,automotive_body,WO-2022-19916,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,58.338,4.667,51.54,74.8,60.0,66.04,0.08,WC-001,59.9,93.34,WC-006,0.0,531,416,415,1,0,1,61.67,75.79,0.8137,99.9753,416,1.5,5,-21.66,2.82,421.0,404.8,0.9615,0.8137,0.9976,0.7805,22.82,29.23,16.2,95.2,1,idling_minor_stops,good,performance_loss,0.0,0,16.2,0.0,1,421.0,16.2,16.2,no,0.0,0.0,16.2,0.0,0.0,0.0,no,preventive,1.3,7.8,22,21,88.4,semi_skilled,4.3,1.2,no,no,28.3,SUP-070,247.0,4.98,1.16,1.29,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9753,99.475,1366.2,3.292,294.1,162.8,27.3,7.4,573.8,7525.32,9452.55,38.43,0.0,9.61,200,3240.0,657.61,56.9,79.4331
MFG-LINE-PLT-004-01,PLT-004,WC-048,SHF-PLT-004-20241006-1,2024-10-06,1,458.2,PRD-2024-SKU-08998,industrial_machinery,WO-2024-82787,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,272.744,13.637,252.69,367.7,278.8,295.25,0.05,WC-004,276.06,92.01,WC-005,255.55,131,78,77,1,0,1,13.08,17.19,0.7609,99.8735,78,0.7,2,-40.46,0.84,458.2,357.8,0.7809,0.7609,0.9872,0.5865,18.66,31.82,100.4,24.5,1,idling_minor_stops,average,performance_loss,0.0,0,100.4,0.0,5,91.6,20.1,42.5,yes,28.5,42.5,12.9,4.0,0.0,12.5,no,preventive,28.6,4.0,13,12,94.7,semi_skilled,2.0,0.3,no,no,41.4,SUP-191,1265.0,4.52,1.01,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8735,99.5182,298.6,3.878,58.0,30.8,,7.4,125.4,4619.16,9812.82,52.87,0.0,13.22,100,10040.0,2021.22,49.4,240.9849
MFG-LINE-PLT-005-01,PLT-005,WC-027,SHF-PLT-005-20220801-2,2022-08-01,2,425.9,PRD-2022-SKU-01979,automotive_body,WO-2022-03846,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,46.423,5.571,41.95,127.46,45.29,55.62,0.12,WC-002,51.43,99.9,WC-001,0.0,742,435,434,1,0,1,77.42,104.65,0.7398,99.9463,435,2.0,7,-41.37,2.91,425.9,337.1,0.7915,0.7398,0.9977,0.5842,17.28,29.58,88.8,153.0,1,idling_minor_stops,average,performance_loss,0.0,0,88.8,0.0,6,71.0,14.8,22.9,no,19.4,29.0,11.0,15.9,13.4,0.0,no,predictive,20.8,6.4,22,21,82.9,semi_skilled,2.2,0.0,no,no,11.2,SUP-103,537.0,4.77,1.09,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9463,97.6746,1404.4,3.236,288.1,75.1,28.1,7.4,589.8,8282.45,7069.2,31.58,0.0,7.89,200,17760.0,3559.89,43.0,67.0252
MFG-LINE-PLT-008-02,PLT-008,WC-034,SHF-PLT-008-20210709-1,2021-07-09,1,424.7,PRD-2021-SKU-09077,medical_devices,WO-2021-72580,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,50.58,4.046,46.35,62.67,50.68,57.26,0.08,WC-004,51.87,93.22,WC-002,0.0,658,457,456,1,0,1,71.17,93.02,0.7651,99.9885,457,1.1,3,-30.55,4.6,424.7,402.6,0.948,0.7321,0.9978,0.6925,20.43,29.5,22.1,167.2,1,idling_minor_stops,average,performance_loss,17.4,2,22.1,0.0,1,424.7,22.1,22.1,no,0.0,22.1,0.0,0.0,0.0,0.0,no,corrective,8.4,6.0,15,14,62.2,semi_skilled,1.6,0.0,no,no,42.8,SUP-015,115.0,5.18,1.23,1.26,contamination,functional_failure,automated_vision,yes,no,no,no,99.9885,98.9874,824.0,1.807,231.7,99.5,,7.0,346.1,3374.22,5301.82,35.52,0.0,8.88,250,5525.0,1113.88,66.8,54.6243
MFG-LINE-PLT-007-01,PLT-007,WC-008,SHF-PLT-007-20201130-1,2020-11-30,1,463.1,PRD-2020-SKU-03251,industrial_machinery,WO-2020-02272,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,192.439,5.773,172.48,369.24,193.41,201.96,0.03,WC-014,198.32,93.69,WC-001,171.28,163,116,115,1,0,1,18.7,21.16,0.8837,99.9567,116,0.4,1,-28.83,0.74,463.1,395.5,0.854,0.8315,0.9914,0.704,22.64,32.16,67.6,23.5,1,reduced_speed,good,performance_loss,23.4,1,67.6,0.0,2,231.6,33.8,57.6,yes,57.6,0.0,10.0,0.0,0.0,0.0,no,preventive,27.1,5.9,22,20,65.0,skilled,8.8,0.0,no,no,84.4,SUP-022,433.0,4.83,1.11,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9567,99.1415,435.5,3.787,81.0,26.7,,7.5,182.9,8679.83,14276.13,37.9,0.0,9.47,100,6760.0,1361.47,33.6,237.8466
MFG-LINE-PLT-009-02,PLT-009,WC-037,SHF-PLT-009-20220709-1,2022-07-09,1,476.9,PRD-2022-SKU-08228,automotive_body,WO-2022-13792,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.792,1.74,31.25,54.28,34.75,37.66,0.05,WC-001,34.79,90.91,WC-003,0.0,866,822,821,1,0,1,103.42,109.09,0.948,99.9833,822,0.3,1,-5.08,51.65,437.6,437.6,1.0,1.0,0.9988,0.9988,30.35,30.39,0.0,0.0,1,startup_yield_loss,world_class,quality_loss,0.0,0,0.0,39.3,0,476.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,14.2,6.8,3,2,89.9,multi_skilled,0.3,0.0,no,no,10.2,SUP-108,167.0,5.09,1.2,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9833,98.0104,2622.3,3.194,460.7,221.2,52.4,7.4,1101.4,697.76,1134.92,64.38,0.0,16.09,200,0.0,16.09,70.3,66.6907
MFG-LINE-PLT-005-04,PLT-005,WC-038,SHF-PLT-005-20220517-1,2022-05-17,1,434.7,PRD-2022-SKU-01438,automotive_body,WO-2022-50483,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,76.708,9.205,65.86,193.68,73.98,91.9,0.12,WC-002,79.97,94.78,WC-004,0.0,559,320,319,1,0,1,46.8,77.25,0.6058,99.928,320,3.4,11,-42.75,44.03,434.7,410.2,0.9436,0.6058,0.9969,0.5699,17.21,30.19,24.5,208.2,1,reduced_speed,average,performance_loss,0.0,0,24.5,0.0,2,217.4,12.3,17.7,no,17.7,6.8,0.0,0.0,0.0,0.0,no,preventive,15.6,5.6,2,1,85.5,trainee,11.7,0.7,no,no,53.1,SUP-181,720.0,4.69,1.06,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.928,97.3736,812.5,2.547,182.1,87.9,16.2,8.0,341.2,442.09,1021.4,74.89,0.0,18.72,200,4900.0,998.72,52.7,79.7125
MFG-LINE-PLT-010-02,PLT-010,WC-045,SHF-PLT-010-20200727-2,2020-07-27,2,440.5,PRD-2020-SKU-03780,industrial_machinery,WO-2020-80829,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,318.742,55.78,271.2,718.11,320.34,410.78,0.175,WC-005,327.03,93.27,WC-001,306.36,90,65,64,1,0,1,11.16,12.38,0.9015,99.763,65,2.3,5,-27.78,1.74,440.5,383.3,0.8702,0.8221,0.9846,0.7044,21.55,30.59,57.2,14.1,1,idling_minor_stops,good,performance_loss,34.0,2,57.2,0.0,2,220.3,28.6,40.7,yes,40.7,16.5,0.0,0.0,0.0,0.0,no,predictive,32.7,5.9,6,5,72.0,expert,10.6,0.0,no,no,50.9,SUP-040,2370.0,4.32,0.94,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.763,99.0629,140.8,2.2,32.6,7.8,,8.5,59.1,1189.77,1583.14,63.69,0.0,15.92,100,5720.0,1159.92,43.7,108.0119
MFG-LINE-PLT-009-01,PLT-009,WC-025,SHF-PLT-009-20220404-3,2022-04-04,3,440.2,PRD-2022-SKU-09754,automotive_body,WO-2022-68223,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,79.224,9.507,75.08,184.56,77.38,94.91,0.12,WC-006,87.58,99.9,WC-001,21.9,420,266,265,1,0,1,45.33,57.32,0.7908,99.9531,266,2.4,6,-36.67,36.12,440.2,372.6,0.8464,0.7472,0.9962,0.6301,19.26,30.57,67.6,90.0,1,idling_minor_stops,average,performance_loss,20.5,1,67.6,0.0,5,88.0,13.5,18.2,no,15.0,18.2,12.3,0.0,12.3,9.8,no,preventive,28.2,5.1,1,1,60.4,skilled,12.9,1.1,no,no,82.7,SUP-165,469.0,4.81,1.1,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9531,97.3514,614.8,2.32,127.9,32.0,12.3,8.1,258.2,166.75,414.92,26.69,0.0,6.67,200,13520.0,2710.67,43.9,28.9857
MFG-LINE-PLT-004-04,PLT-004,WC-048,SHF-PLT-004-20240102-3,2024-01-02,3,471.7,PRD-2024-SKU-04445,industrial_machinery,WO-2024-31316,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,336.469,58.882,315.77,886.44,358.52,433.62,0.175,WC-001,326.68,88.26,WC-002,324.04,97,69,68,1,0,1,10.65,12.43,0.8568,99.6285,69,1.2,3,-28.87,0.48,471.7,434.6,0.9214,0.7666,0.9855,0.696,22.8,32.76,37.1,21.0,1,reduced_speed,average,performance_loss,46.0,2,37.1,0.0,3,157.2,12.4,18.9,no,18.9,0.0,9.0,0.0,9.1,0.0,no,corrective,24.6,5.4,21,18,75.6,expert,10.9,0.0,no,no,13.7,SUP-015,3715.0,4.18,0.89,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6285,97.2413,169.0,2.485,32.9,20.5,,8.3,71.0,8468.54,19478.86,32.02,0.0,8.01,100,3710.0,750.01,74.4,443.4821
MFG-LINE-PLT-001-02,PLT-001,WC-038,SHF-PLT-001-20201009-2,2020-10-09,2,426.5,PRD-2020-SKU-04831,pharmaceutical,WO-2020-63847,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,68.469,14.618,64.99,106.14,63.56,92.59,0.213,WC-003,81.39,99.9,WC-001,0.0,503,217,216,1,0,1,52.44,70.87,0.7399,99.9067,217,3.5,8,-56.86,2.76,426.5,372.9,0.8743,0.4927,0.9954,0.4288,12.7,29.62,53.6,223.4,1,reduced_speed,poor,performance_loss,124.6,3,53.6,0.0,4,106.6,13.4,23.4,no,23.4,17.9,0.0,0.0,12.2,0.0,no,corrective,22.7,6.6,12,11,86.9,semi_skilled,5.3,0.7,no,no,58.4,SUP-051,933.0,4.61,1.04,1.14,contamination,labelling,100pct_manual,yes,no,no,no,99.9067,97.1045,238.0,1.102,62.0,18.3,,8.5,100.0,3752.35,6364.0,17.94,0.0,4.49,300,16080.0,3220.49,62.3,64.858
MFG-LINE-PLT-007-01,PLT-007,WC-025,SHF-PLT-007-20210622-2,2021-06-22,2,433.1,PRD-2021-SKU-03777,industrial_machinery,WO-2021-05635,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,233.202,6.996,218.26,651.95,231.85,244.75,0.03,WC-009,241.7,94.22,WC-006,212.04,152,92,91,1,0,1,15.33,21.16,0.7245,99.8857,92,1.6,4,-39.47,0.6,433.1,384.8,0.8885,0.6778,0.9891,0.5956,17.91,30.08,48.3,43.7,1,idling_minor_stops,average,performance_loss,24.7,1,48.3,0.0,4,108.3,12.1,18.1,no,0.0,29.8,14.3,4.2,0.0,0.0,no,preventive,27.1,5.7,23,21,85.3,semi_skilled,7.2,0.0,no,yes,38.3,SUP-028,1143.0,4.55,1.02,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8857,99.0036,240.8,2.646,53.9,14.7,,8.2,101.1,7651.7,13250.1,37.77,0.0,9.44,100,4830.0,975.44,55.0,267.8752
MFG-LINE-PLT-003-03,PLT-003,WC-028,SHF-PLT-003-20201228-3,2020-12-28,3,462.9,PRD-2020-SKU-02976,electronics_pcb,WO-2020-06110,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.868,0.543,9.68,28.81,10.78,11.76,0.05,WC-001,10.91,91.29,WC-003,0.0,2891,1215,1214,1,0,1,331.08,375.0,0.8829,99.9309,1215,0.3,0,-57.97,7.87,462.9,308.2,0.6658,0.6308,0.9992,0.4196,13.49,32.15,154.7,711.2,1,reduced_speed,poor,performance_loss,88.0,4,154.7,0.0,7,66.1,22.1,61.3,yes,71.9,54.9,14.0,8.7,5.3,0.0,no,predictive,16.8,6.6,23,20,78.4,expert,12.9,0.6,no,no,20.1,SUP-116,691.0,4.7,1.07,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9309,99.3899,1008.8,0.831,250.1,145.7,,7.9,423.7,6417.18,12881.97,13.37,0.0,3.34,150,23205.0,4644.34,48.7,29.2782
MFG-LINE-PLT-009-01,PLT-009,WC-038,SHF-PLT-009-20221120-1,2022-11-20,1,459.1,PRD-2022-SKU-03978,automotive_body,WO-2022-36813,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,72.437,8.692,66.78,129.33,76.12,86.78,0.12,WC-002,80.78,99.9,WC-008,15.12,438,218,217,1,0,1,49.55,57.32,0.8644,99.9766,218,0.6,2,-50.23,2.36,459.1,340.1,0.7408,0.6709,0.9954,0.4947,15.77,31.88,119.0,106.9,1,reduced_speed,poor,performance_loss,76.1,3,119.0,0.0,3,153.0,39.7,78.2,yes,119.0,0.0,0.0,0.0,0.0,0.0,no,preventive,28.2,5.0,13,12,65.9,skilled,2.4,0.0,no,yes,62.3,SUP-185,234.0,5.0,1.17,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,no,no,99.9766,97.3276,375.4,1.73,90.7,46.3,7.5,8.6,157.7,3210.98,5786.23,94.03,0.0,23.51,200,23800.0,4783.51,62.8,135.9251
MFG-LINE-PLT-003-02,PLT-003,WC-024,SHF-PLT-003-20200225-1,2020-02-25,1,428.0,PRD-2020-SKU-03831,electronics_pcb,WO-2020-79698,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.878,4.665,36.75,90.08,40.25,46.58,0.12,WC-001,36.34,84.97,WC-001,0.0,703,631,630,1,0,1,92.53,98.63,0.9382,99.9622,631,0.0,0,-10.24,14.72,388.0,369.2,0.9515,1.0,0.9984,0.95,25.6,26.94,18.8,0.0,1,setup_adjustment,world_class,availability_loss,0.0,0,18.8,40.0,1,428.0,18.8,18.8,no,18.8,0.0,0.0,0.0,0.0,0.0,yes,preventive,24.8,5.0,7,6,77.6,expert,5.4,0.0,no,no,61.3,SUP-122,378.0,4.87,1.12,1.23,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9622,99.4135,363.5,0.577,93.3,20.1,,8.6,152.7,2488.69,2297.11,7.99,0.0,2.0,150,2820.0,566.0,41.8,15.5992
MFG-LINE-PLT-010-02,PLT-010,WC-014,SHF-PLT-010-20221122-3,2022-11-22,3,467.5,PRD-2022-SKU-07993,industrial_machinery,WO-2022-29613,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,371.004,70.12,338.24,795.86,365.58,486.7,0.189,WC-004,409.91,99.9,WC-001,358.62,96,70,69,1,0,1,9.66,12.38,0.7803,99.5911,70,4.1,15,-27.08,8.86,467.5,434.8,0.93,0.7806,0.9857,0.7156,23.23,32.46,32.7,19.7,1,reduced_speed,good,performance_loss,0.0,0,32.7,0.0,3,155.8,10.9,15.1,no,0.0,12.2,0.0,20.5,0.0,0.0,no,corrective,32.7,5.4,1,1,75.4,skilled,0.3,0.0,no,no,29.4,SUP-114,4089.0,4.14,0.88,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5911,97.6062,143.7,2.082,34.7,21.2,,8.6,60.4,399.69,806.49,32.82,0.0,8.21,100,3270.0,662.21,28.4,50.7765
MFG-LINE-PLT-007-01,PLT-007,WC-006,SHF-PLT-007-20240529-1,2024-05-29,1,468.7,PRD-2024-SKU-09372,industrial_machinery,WO-2024-78137,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,194.261,5.828,180.66,367.16,193.16,203.88,0.03,WC-006,198.26,92.78,WC-013,173.1,165,120,119,1,0,1,18.41,21.16,0.87,99.9645,120,0.2,0,-27.27,0.8,468.7,461.2,0.984,0.7377,0.9917,0.7199,23.43,32.55,7.5,42.7,1,reduced_speed,good,performance_loss,70.0,3,7.5,0.0,1,468.7,7.5,7.5,no,7.5,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,4.6,20,19,89.1,skilled,1.9,1.0,no,no,43.4,SUP-096,355.0,4.89,1.13,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9645,96.9845,315.0,2.647,74.5,27.2,,8.2,132.3,6404.59,7304.44,26.3,0.0,6.58,100,750.0,156.58,70.3,141.7229
MFG-LINE-PLT-005-01,PLT-005,WC-037,SHF-PLT-005-20211129-3,2021-11-29,3,430.9,PRD-2021-SKU-05841,automotive_body,WO-2021-15423,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.921,5.151,38.52,65.89,43.69,51.42,0.12,WC-003,44.08,93.37,WC-001,0.0,751,450,449,1,0,1,83.75,104.65,0.8003,99.9556,450,5.0,18,-40.08,31.26,430.9,402.1,0.9332,0.6416,0.9978,0.5974,17.88,29.92,28.8,251.4,1,reduced_speed,average,performance_loss,79.7,2,28.8,0.0,2,215.5,14.4,16.7,no,16.7,0.0,12.1,0.0,0.0,0.0,no,predictive,20.8,6.7,3,2,61.8,skilled,19.5,0.0,no,no,15.1,SUP-145,444.0,4.82,1.11,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9556,99.1256,811.3,1.807,154.4,80.4,16.2,8.6,340.7,778.37,1133.44,73.27,0.0,18.32,200,5760.0,1170.32,61.3,77.6911
MFG-LINE-PLT-008-01,PLT-008,WC-004,SHF-PLT-008-20241001-1,2024-10-01,1,424.6,PRD-2024-SKU-01497,medical_devices,WO-2024-87270,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,120.246,14.429,104.41,167.58,122.24,144.05,0.12,WC-002,120.46,91.07,WC-003,88.64,223,178,177,1,0,1,29.78,31.61,0.9421,99.8499,178,0.7,2,-20.18,12.51,424.6,373.2,0.879,0.9053,0.9944,0.7913,23.33,29.49,51.4,18.6,1,equipment_failure,good,availability_loss,14.6,1,51.4,0.0,3,141.5,17.1,23.4,no,17.6,10.4,23.4,0.0,0.0,0.0,no,corrective,7.3,8.0,3,2,77.0,multi_skilled,12.1,0.0,no,no,12.0,SUP-094,1501.0,4.47,0.99,1.04,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.8499,99.4278,219.1,1.238,52.4,30.6,,7.9,92.0,881.08,1658.49,15.16,0.0,3.79,250,12850.0,2573.79,61.3,29.5935
MFG-LINE-PLT-010-03,PLT-010,WC-015,SHF-PLT-010-20210110-2,2021-01-10,2,456.0,PRD-2021-SKU-09178,industrial_machinery,WO-2021-88926,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,42.156,5.059,36.06,60.84,43.15,50.5,0.12,WC-005,44.97,96.97,WC-003,0.0,784,476,475,1,0,1,85.24,103.45,0.824,99.8445,476,1.3,4,-39.29,4.46,432.9,312.0,0.7207,0.885,0.9979,0.6365,19.13,30.06,120.9,61.9,1,setup_adjustment,average,availability_loss,0.0,0,120.9,23.1,5,91.2,24.2,43.9,yes,43.9,21.3,0.0,17.9,0.0,37.9,yes,preventive,29.1,4.9,16,14,81.3,skilled,10.7,1.0,yes,no,33.6,SUP-004,1555.0,4.46,0.99,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8445,99.4798,1780.3,3.748,430.7,226.7,,7.5,747.7,5363.61,8447.08,71.36,0.0,17.84,100,12090.0,2435.84,64.1,100.5854
MFG-LINE-PLT-005-05,PLT-005,WC-041,SHF-PLT-005-20210914-3,2021-09-14,3,426.2,PRD-2021-SKU-02690,automotive_body,WO-2021-09135,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,77.354,2.321,68.56,127.7,77.98,81.18,0.03,WC-002,77.21,90.74,WC-001,18.33,419,192,191,1,0,1,46.5,59.02,0.7879,99.99,192,1.9,7,-54.18,1.92,426.2,354.5,0.8318,0.5506,0.9948,0.4556,13.49,29.6,71.7,156.7,1,reduced_speed,poor,performance_loss,106.8,3,71.7,0.0,6,71.0,12.0,19.1,no,0.0,19.1,36.8,0.0,2.0,13.8,no,corrective,23.7,5.8,19,14,91.6,skilled,24.1,0.0,no,no,49.2,SUP-063,93.0,5.24,1.25,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,97.627,649.4,3.4,119.7,56.4,13.0,7.3,272.7,2972.9,2403.18,28.02,0.0,7.0,200,14340.0,2875.0,48.0,56.3137
MFG-LINE-PLT-009-01,PLT-009,WC-039,SHF-PLT-009-20210417-1,2021-04-17,1,421.6,PRD-2021-SKU-04975,automotive_body,WO-2021-58307,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,71.062,8.527,65.26,107.63,68.32,85.13,0.12,WC-005,81.16,99.9,WC-010,13.74,402,305,304,1,0,1,50.64,57.32,0.8835,99.9696,305,0.1,0,-24.13,8.65,421.6,398.2,0.9445,0.8018,0.9967,0.7548,22.1,29.28,23.4,75.4,1,idling_minor_stops,good,performance_loss,36.8,1,23.4,0.0,2,210.8,11.7,13.9,no,0.0,0.0,0.0,23.4,0.0,0.0,no,preventive,28.2,5.9,6,5,69.5,skilled,9.1,0.0,no,no,11.8,SUP-014,304.0,4.93,1.14,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9696,97.4772,656.6,2.16,126.2,49.9,13.1,8.3,275.8,2158.4,2637.95,25.46,0.0,6.37,200,4680.0,942.37,27.5,41.3212
MFG-LINE-PLT-002-02,PLT-002,WC-015,SHF-PLT-002-20211008-2,2021-10-08,2,432.0,PRD-2021-SKU-02537,electronics_pcb,WO-2021-90524,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.04,0.421,12.81,41.26,14.14,14.73,0.03,WC-006,14.35,92.9,WC-009,0.0,2024,1397,1396,1,0,1,256.27,281.25,0.9112,99.9841,1397,0.5,1,-30.98,193.88,432.0,432.0,1.0,0.6899,0.9993,0.6894,20.68,30.0,0.0,628.0,1,reduced_speed,average,performance_loss,104.9,3,0.0,0.0,0,432.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,6.8,2,1,68.5,expert,2.8,0.0,no,yes,68.4,SUP-157,159.0,5.1,1.2,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9841,99.6186,1227.1,0.879,252.8,70.7,,7.8,515.4,184.81,458.96,19.28,0.0,4.82,150,0.0,4.82,65.0,19.755
MFG-LINE-PLT-010-03,PLT-010,WC-007,SHF-PLT-010-20240702-3,2024-07-02,3,438.4,PRD-2024-SKU-07751,industrial_machinery,WO-2024-84459,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.026,5.883,44.63,64.93,47.17,58.73,0.12,WC-008,53.6,99.39,WC-006,0.0,752,399,397,2,0,2,73.34,103.45,0.7089,99.5051,399,0.3,1,-46.94,3.4,438.4,326.4,0.7445,0.709,0.995,0.5252,15.99,30.45,112.0,163.8,2,reduced_speed,average,performance_loss,0.0,0,112.0,0.0,5,87.7,22.4,71.8,yes,71.8,16.7,13.6,3.1,6.8,0.0,no,preventive,29.1,5.5,19,16,64.0,semi_skilled,15.4,0.0,no,no,44.9,SUP-063,4949.0,4.08,0.86,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5051,96.8346,1507.0,3.796,366.2,223.0,,7.5,632.9,2299.55,2469.16,56.35,0.0,28.18,100,11200.0,2268.18,72.1,68.6457
MFG-LINE-PLT-004-07,PLT-004,WC-028,SHF-PLT-004-20230414-1,2023-04-14,1,435.9,PRD-2023-SKU-02749,industrial_machinery,WO-2023-50981,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,214.109,10.705,195.39,439.04,219.06,231.77,0.05,WC-005,226.03,95.97,WC-003,196.06,131,111,110,1,0,1,16.76,18.05,0.9285,99.9584,111,0.5,1,-15.27,0.76,435.9,397.4,0.9117,0.9281,0.991,0.8386,25.39,30.27,38.5,8.6,1,equipment_failure,good,availability_loss,0.0,0,38.5,0.0,3,145.3,12.8,15.9,no,0.0,0.0,25.7,0.0,0.0,12.8,no,emergency,22.9,3.8,21,20,61.5,expert,1.5,0.4,no,no,47.8,SUP-160,416.0,4.84,1.11,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9584,98.2172,459.4,4.176,91.6,28.5,,7.2,192.9,3581.7,5851.07,80.85,0.0,20.21,100,3850.0,790.21,68.1,167.3375
MFG-LINE-PLT-004-06,PLT-004,WC-036,SHF-PLT-004-20200924-2,2020-09-24,2,479.0,PRD-2020-SKU-09832,industrial_machinery,WO-2020-42038,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,120.12,14.414,105.4,252.24,119.66,143.9,0.12,WC-001,130.55,98.8,WC-003,88.15,254,162,161,1,0,1,29.97,31.97,0.9374,99.7807,162,0.0,0,-36.22,2.52,479.0,455.8,0.9516,0.667,0.9938,0.6308,20.98,33.26,23.2,80.9,1,reduced_speed,average,performance_loss,131.4,3,23.2,0.0,1,479.0,23.2,23.2,no,23.2,0.0,0.0,0.0,0.0,0.0,no,corrective,6.6,7.6,9,8,69.8,expert,9.7,0.0,yes,yes,55.2,SUP-094,2193.0,4.35,0.95,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7807,97.2633,625.5,3.885,155.4,45.8,,7.4,262.7,3261.67,4941.93,58.84,0.0,14.71,100,2320.0,478.71,58.6,110.1595
MFG-LINE-PLT-004-06,PLT-004,WC-005,SHF-PLT-004-20220629-2,2022-06-29,2,424.8,PRD-2022-SKU-03040,industrial_machinery,WO-2022-71018,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,150.191,18.023,135.98,311.91,152.61,179.93,0.12,WC-003,150.23,90.93,WC-001,118.22,225,117,116,1,0,1,23.88,31.97,0.747,99.626,117,2.3,7,-48.0,0.91,424.8,333.3,0.7846,0.6588,0.9915,0.5125,15.12,29.5,91.5,60.6,1,reduced_speed,average,performance_loss,39.3,1,91.5,0.0,5,85.0,18.3,40.9,yes,59.5,0.0,7.7,0.0,0.0,24.2,no,emergency,6.6,6.2,19,18,84.5,semi_skilled,5.2,0.0,no,no,62.2,SUP-097,3740.0,4.17,0.89,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.626,97.703,325.5,2.806,67.2,23.0,,8.1,136.7,8249.87,8995.12,74.02,0.0,18.5,100,9150.0,1848.5,67.3,223.3218
MFG-LINE-PLT-002-01,PLT-002,WC-040,SHF-PLT-002-20230129-1,2023-01-29,1,445.9,PRD-2023-SKU-01522,electronics_pcb,WO-2023-16668,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.745,2.437,44.57,94.12,48.56,52.77,0.05,WC-002,50.31,93.83,WC-001,0.0,701,415,414,1,0,1,73.7,94.49,0.78,99.9404,415,1.3,3,-40.8,5.06,445.9,376.2,0.8437,0.7005,0.9976,0.5896,18.26,30.97,69.7,177.4,1,idling_minor_stops,average,performance_loss,38.4,1,69.7,0.0,4,111.5,17.4,30.0,yes,30.0,27.7,0.0,0.0,11.9,0.0,no,corrective,26.7,5.3,12,11,73.8,semi_skilled,2.2,0.7,no,no,20.1,SUP-110,596.0,4.74,1.08,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9404,98.7683,487.7,1.178,104.5,64.8,,7.1,204.8,3440.65,4292.56,8.8,0.0,2.2,150,10455.0,2093.2,53.5,27.5005
MFG-LINE-PLT-007-02,PLT-007,WC-015,SHF-PLT-007-20240125-1,2024-01-25,1,468.9,PRD-2024-SKU-06471,industrial_machinery,WO-2024-83855,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,269.013,32.282,255.51,393.43,276.47,322.28,0.12,WC-001,285.14,96.36,WC-002,253.47,121,65,64,1,0,1,13.29,15.54,0.8552,99.8471,65,3.6,10,-46.28,1.02,468.9,326.6,0.6965,0.7683,0.9846,0.5269,17.16,32.56,142.3,19.6,1,equipment_failure,average,availability_loss,33.2,2,142.3,0.0,7,67.0,20.3,40.6,yes,64.1,14.4,9.0,0.0,14.1,40.6,no,corrective,32.8,5.5,10,8,63.9,skilled,12.0,0.0,no,no,71.8,SUP-149,1529.0,4.46,0.99,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.8471,96.9564,124.2,1.94,30.0,13.7,,8.7,52.2,2839.12,5773.61,93.74,0.0,23.43,100,14230.0,2869.43,44.8,229.7786
MFG-LINE-PLT-004-04,PLT-004,WC-024,SHF-PLT-004-20220716-3,2022-07-16,3,463.6,PRD-2022-SKU-06901,industrial_machinery,WO-2022-33751,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,337.334,59.033,289.32,888.22,349.72,434.74,0.175,WC-001,353.76,95.34,WC-002,324.9,95,65,64,1,0,1,10.64,12.43,0.856,99.7032,65,2.0,4,-31.58,0.49,463.6,399.1,0.8609,0.7864,0.9846,0.6665,21.46,32.2,64.5,17.7,1,reduced_speed,average,performance_loss,32.5,1,64.5,0.0,3,154.5,21.5,29.4,no,21.9,13.3,0.0,0.0,0.0,29.4,no,predictive,24.6,6.5,19,17,79.7,expert,7.2,0.0,no,yes,55.6,SUP-005,2968.0,4.25,0.92,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7032,99.5396,91.5,1.43,22.4,9.9,,9.0,38.4,6430.12,5192.38,37.69,0.0,9.42,100,6450.0,1299.42,51.8,219.8805
MFG-LINE-PLT-004-02,PLT-004,WC-010,SHF-PLT-004-20200723-3,2020-07-23,3,438.2,PRD-2020-SKU-03140,industrial_machinery,WO-2020-20968,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,268.801,50.803,252.3,664.61,265.76,352.63,0.189,WC-001,302.41,99.9,WC-002,252.8,115,86,84,2,1,1,13.37,16.0,0.8356,98.6478,87,0.7,2,-25.22,0.88,438.2,400.0,0.9128,0.8062,0.9767,0.7188,21.87,30.43,38.2,20.7,2,idling_minor_stops,good,performance_loss,14.2,1,38.2,0.0,1,438.2,38.2,38.2,yes,38.2,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,8.0,16,13,85.1,skilled,13.1,0.0,no,no,50.8,SUP-190,13522.0,3.71,0.74,0.78,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,98.6478,96.8714,199.2,2.371,38.5,17.7,,8.4,83.7,3263.34,4170.45,38.87,38.87,9.72,100,3820.0,812.59,38.2,128.293
MFG-LINE-PLT-002-02,PLT-002,WC-001,SHF-PLT-002-20240725-1,2024-07-25,1,454.4,PRD-2024-SKU-08365,electronics_pcb,WO-2024-09618,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.275,0.398,11.78,26.9,13.28,13.93,0.03,WC-007,13.61,93.18,WC-010,0.0,2129,1815,1814,1,0,1,271.09,281.25,0.9639,99.9846,1815,0.5,1,-14.75,119.76,454.4,432.5,0.9518,0.8953,0.9994,0.8516,26.87,31.56,21.9,212.3,1,reduced_speed,world_class,performance_loss,30.8,1,21.9,0.0,2,227.2,10.9,12.2,no,0.0,0.0,21.9,0.0,0.0,0.0,no,predictive,2.0,6.9,3,2,65.5,expert,0.7,0.0,no,no,39.3,SUP-032,154.0,5.11,1.2,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9846,99.3238,1511.1,0.833,379.8,116.1,,7.9,634.7,875.73,1809.14,7.34,0.0,1.83,150,3285.0,658.83,68.4,8.8241
MFG-LINE-PLT-003-03,PLT-003,WC-031,SHF-PLT-003-20230906-2,2023-09-06,2,448.2,PRD-2023-SKU-08049,electronics_pcb,WO-2023-62382,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.611,0.531,9.77,29.94,10.76,11.49,0.05,WC-002,10.58,90.66,WC-001,0.0,2800,2154,2153,1,0,1,339.23,375.0,0.9046,99.9658,2154,2.1,6,-23.07,96.07,448.2,401.1,0.8949,0.8592,0.9995,0.7685,23.92,31.13,47.1,353.0,1,idling_minor_stops,good,performance_loss,20.1,2,47.1,0.0,3,149.4,15.7,25.5,no,0.0,13.1,8.5,0.0,0.0,25.5,no,corrective,16.8,8.1,4,3,71.0,multi_skilled,3.1,0.3,no,no,39.0,SUP-164,342.0,4.9,1.13,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9658,97.295,2206.8,1.025,424.2,214.8,,7.4,926.9,588.36,974.57,10.65,0.0,2.66,150,7065.0,1415.66,41.7,11.3809
MFG-LINE-PLT-004-01,PLT-004,WC-009,SHF-PLT-004-20210819-1,2021-08-19,1,423.8,PRD-2021-SKU-05939,industrial_machinery,WO-2021-66956,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,245.521,12.276,220.98,356.59,244.39,265.78,0.05,WC-008,255.68,94.67,WC-001,228.33,121,68,67,1,0,1,14.48,17.19,0.8424,99.9278,68,1.2,3,-43.8,0.79,423.8,364.7,0.8605,0.6508,0.9853,0.5518,16.24,29.43,59.1,36.5,1,idling_minor_stops,average,performance_loss,82.9,2,59.1,0.0,2,211.9,29.5,37.6,yes,0.0,59.1,0.0,0.0,0.0,0.0,no,preventive,28.6,4.9,13,12,86.2,skilled,6.4,1.6,no,no,34.9,SUP-101,722.0,4.69,1.06,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9278,96.9734,206.6,3.083,41.1,16.5,,7.9,86.8,4827.54,9556.25,30.3,0.0,7.58,100,5910.0,1189.58,50.2,245.4357
MFG-LINE-PLT-010-03,PLT-010,WC-025,SHF-PLT-010-20231216-2,2023-12-16,2,435.5,PRD-2023-SKU-05003,industrial_machinery,WO-2023-43462,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,60.617,7.274,54.33,77.49,59.89,72.62,0.12,WC-005,68.33,99.9,WC-010,0.0,748,372,370,2,0,2,59.36,103.45,0.5738,99.683,372,2.6,6,-50.27,4.25,435.5,376.0,0.8634,0.5739,0.9946,0.4928,14.9,30.24,59.5,276.2,2,idling_minor_stops,poor,performance_loss,0.0,0,59.5,0.0,4,108.9,14.9,22.2,no,0.0,42.3,13.1,0.0,4.1,0.0,no,preventive,29.1,4.8,13,12,73.1,trainee,0.2,0.0,no,no,22.0,SUP-078,3170.0,4.23,0.91,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.683,98.4967,993.5,2.685,185.9,138.2,,8.2,417.3,3999.17,8872.73,38.79,0.0,19.39,100,5950.0,1209.39,74.0,73.7886
MFG-LINE-PLT-004-02,PLT-004,WC-035,SHF-PLT-004-20220415-2,2022-04-15,2,420.2,PRD-2022-SKU-02824,industrial_machinery,WO-2022-01175,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,300.694,64.198,261.45,857.61,263.95,406.62,0.213,WC-001,303.5,91.76,WC-002,284.69,111,72,71,1,0,1,11.89,16.0,0.7431,99.542,72,0.5,1,-35.14,1.13,420.2,393.1,0.9355,0.6869,0.9861,0.6337,18.49,29.18,27.1,32.8,1,idling_minor_stops,average,performance_loss,29.9,1,27.1,0.0,2,210.1,13.5,16.9,no,0.0,16.9,0.0,10.1,0.0,0.0,no,preventive,6.1,6.3,11,9,63.9,semi_skilled,10.4,0.0,no,yes,39.8,SUP-080,4580.0,4.11,0.87,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.542,98.5735,205.7,2.897,50.3,24.6,,8.1,86.4,1914.46,4667.7,192.36,0.0,48.09,100,2710.0,590.09,71.1,287.7758
MFG-LINE-PLT-004-07,PLT-004,WC-006,SHF-PLT-004-20241113-2,2024-11-13,2,455.8,PRD-2024-SKU-09087,industrial_machinery,WO-2024-48746,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,227.284,11.364,195.58,385.2,229.71,246.03,0.05,WC-001,238.98,95.59,WC-002,209.23,137,91,90,1,0,1,15.74,18.05,0.872,99.955,91,0.5,1,-33.58,1.08,455.8,383.9,0.8423,0.7877,0.989,0.6562,20.77,31.65,71.9,24.5,1,idling_minor_stops,average,performance_loss,37.1,1,71.9,0.0,3,151.9,24.0,30.0,no,48.7,23.2,0.0,0.0,0.0,0.0,no,preventive,22.9,6.3,13,11,65.2,multi_skilled,14.9,0.0,no,no,22.9,SUP-095,450.0,4.82,1.11,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.955,98.2693,241.1,2.679,53.9,24.4,,8.2,101.3,3176.53,4342.5,68.9,0.0,17.23,100,7190.0,1455.23,25.6,153.2103
MFG-LINE-PLT-004-06,PLT-004,WC-034,SHF-PLT-004-20240312-3,2024-03-12,3,477.6,PRD-2024-SKU-03663,industrial_machinery,WO-2024-21806,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,132.37,15.884,118.79,203.84,133.93,158.58,0.12,WC-001,140.14,96.25,WC-002,100.4,254,193,192,1,0,1,27.18,31.97,0.8502,99.8399,193,1.6,4,-24.02,3.02,477.6,426.0,0.892,0.8503,0.9948,0.7545,25.02,33.17,51.6,34.0,1,idling_minor_stops,good,performance_loss,0.0,0,51.6,0.0,4,119.4,12.9,20.2,no,15.1,0.0,31.5,0.0,5.0,0.0,no,preventive,6.6,7.5,10,8,93.8,multi_skilled,19.3,0.0,no,no,64.3,SUP-047,1601.0,4.45,0.98,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8399,97.9202,587.7,3.061,114.1,42.2,,8.0,246.8,1577.32,1277.64,119.77,0.0,29.94,100,5160.0,1061.94,35.3,135.2634
MFG-LINE-PLT-001-01,PLT-001,WC-041,SHF-PLT-001-20200214-2,2020-02-14,2,471.0,PRD-2020-SKU-07397,pharmaceutical,WO-2020-23988,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,22.956,0.689,21.67,38.83,22.92,24.09,0.03,WC-008,23.16,91.73,WC-004,0.0,1385,1129,1128,1,0,1,156.8,176.47,0.8885,99.99,1129,0.4,1,-18.48,17.96,471.0,447.5,0.9501,0.8578,0.9991,0.8143,26.63,32.71,23.5,187.2,1,reduced_speed,good,performance_loss,15.5,1,23.5,0.0,1,471.0,23.5,23.5,no,0.0,0.0,0.0,0.0,0.0,23.5,no,preventive,26.8,6.8,9,8,86.0,multi_skilled,6.0,0.9,no,no,53.7,SUP-078,40.0,5.44,1.31,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.2642,708.4,0.628,173.2,59.5,,9.2,297.5,1636.86,3680.04,11.81,0.0,2.95,300,7050.0,1412.95,37.7,16.534
MFG-LINE-PLT-004-06,PLT-004,WC-015,SHF-PLT-004-20220803-2,2022-08-03,2,428.7,PRD-2022-SKU-06003,industrial_machinery,WO-2022-62935,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,134.275,16.113,123.59,227.02,128.98,160.86,0.12,WC-003,146.05,98.88,WC-002,102.31,228,130,129,1,0,1,26.73,31.97,0.8361,99.8244,130,0.0,0,-42.98,1.13,428.7,373.8,0.8719,0.6526,0.9923,0.5647,16.81,29.77,54.9,69.2,1,reduced_speed,average,performance_loss,82.0,4,54.9,0.0,2,214.4,27.4,40.3,yes,40.3,0.0,14.6,0.0,0.0,0.0,no,corrective,6.6,6.8,19,16,74.1,skilled,14.6,0.0,no,no,88.1,SUP-023,1756.0,4.42,0.97,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8244,97.9607,460.4,3.569,89.4,29.3,,7.6,193.4,4758.93,3865.36,38.73,0.0,9.68,100,5490.0,1107.68,29.1,105.8852
MFG-LINE-PLT-001-02,PLT-001,WC-038,SHF-PLT-001-20210805-2,2021-08-05,2,438.0,PRD-2021-SKU-04297,pharmaceutical,WO-2021-45975,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,68.143,14.549,59.92,123.88,62.58,92.15,0.213,WC-002,69.66,92.94,WC-001,0.0,517,323,322,1,0,1,52.73,70.87,0.744,99.9509,323,1.8,5,-37.52,6.3,438.0,417.0,0.9521,0.6558,0.9969,0.6224,18.93,30.42,21.0,169.5,1,reduced_speed,average,performance_loss,49.5,3,21.0,0.0,1,438.0,21.0,21.0,no,21.0,0.0,0.0,0.0,0.0,0.0,no,corrective,22.7,5.7,8,7,62.4,semi_skilled,4.4,0.0,no,yes,61.4,SUP-139,491.0,4.8,1.1,1.16,contamination,labelling,100pct_manual,no,no,no,no,99.9509,97.626,493.3,1.532,133.4,37.8,,8.0,207.2,1159.23,2627.21,25.07,0.0,6.27,300,6300.0,1266.27,40.9,36.907
MFG-LINE-PLT-006-01,PLT-006,WC-039,SHF-PLT-006-20210215-1,2021-02-15,1,447.9,PRD-2021-SKU-01170,food_beverage,WO-2021-95665,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.08,3.13,24.03,36.98,25.04,31.24,0.12,WC-006,30.08,99.9,WC-005,0.0,1091,752,751,1,0,1,138.01,146.34,0.9431,99.9195,752,0.0,0,-31.07,9.14,447.9,338.2,0.7551,0.9115,0.9987,0.6874,21.38,31.11,109.7,73.0,1,equipment_failure,average,availability_loss,11.3,1,109.7,0.0,7,64.0,15.7,35.8,yes,72.8,20.2,8.2,0.0,8.5,0.0,no,preventive,33.4,6.0,13,11,89.0,expert,8.3,0.0,no,no,39.5,SUP-142,805.0,4.65,1.05,1.16,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9195,98.857,274.9,0.366,55.4,40.8,,8.2,115.5,4851.7,4410.88,6.27,0.0,1.57,80,8776.0,1756.77,63.6,18.612
MFG-LINE-PLT-004-06,PLT-004,WC-004,SHF-PLT-004-20241226-2,2024-12-26,2,467.8,PRD-2024-SKU-09444,industrial_machinery,WO-2024-15365,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,132.996,15.959,117.19,398.4,125.66,159.33,0.12,WC-003,139.52,95.37,WC-002,101.03,248,167,166,1,0,1,26.92,31.97,0.842,99.7742,167,1.1,2,-32.66,1.18,467.8,398.1,0.851,0.7873,0.994,0.6659,21.63,32.49,69.7,45.1,1,reduced_speed,average,performance_loss,25.9,1,69.7,0.0,3,155.9,23.2,36.2,yes,36.2,0.0,33.6,0.0,0.0,0.0,no,emergency,6.6,7.7,21,18,66.4,skilled,10.2,0.0,no,no,17.9,SUP-131,2258.0,4.34,0.95,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7742,98.4624,606.4,3.653,126.9,83.4,,7.6,254.7,8112.79,7223.73,74.25,0.0,18.56,100,6970.0,1412.56,25.1,167.086
MFG-LINE-PLT-003-02,PLT-003,WC-039,SHF-PLT-003-20240724-3,2024-07-24,3,431.9,PRD-2024-SKU-02486,electronics_pcb,WO-2024-61516,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.16,5.419,39.59,118.71,43.26,54.1,0.12,WC-001,43.0,86.56,WC-001,0.0,706,376,374,2,0,2,79.69,98.63,0.808,99.5279,376,0.8,2,-46.74,12.99,431.9,321.5,0.7444,0.7116,0.9947,0.5268,15.8,29.99,110.4,152.4,2,idling_minor_stops,average,performance_loss,38.3,1,110.4,0.0,7,61.7,15.8,22.7,no,22.7,20.9,41.8,0.0,3.8,21.3,no,emergency,24.8,5.5,6,4,93.3,skilled,19.9,0.0,no,no,26.7,SUP-107,4721.0,4.1,0.87,0.94,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.5279,98.3578,423.7,1.133,109.2,56.0,,7.2,178.0,1373.21,2034.52,13.19,0.0,6.59,150,16560.0,3318.59,64.0,22.3721
MFG-LINE-PLT-002-02,PLT-002,WC-017,SHF-PLT-002-20230904-1,2023-09-04,1,442.5,PRD-2023-SKU-02510,electronics_pcb,WO-2023-97460,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.509,0.435,13.36,22.98,14.46,15.23,0.03,WC-008,14.7,92.14,WC-003,0.0,2071,1623,1621,2,0,2,247.98,281.25,0.8817,99.8789,1623,0.4,1,-21.63,12.21,442.5,442.5,1.0,0.7825,0.9988,0.7815,24.01,30.73,0.0,451.1,2,reduced_speed,good,performance_loss,49.8,2,0.0,0.0,0,442.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,6.3,22,18,67.9,skilled,14.2,0.0,no,no,83.1,SUP-187,1211.0,4.53,1.01,1.14,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8789,97.0029,1561.0,0.963,295.2,224.5,,7.6,655.6,3661.6,3138.63,20.32,0.0,10.16,150,0.0,10.16,68.3,24.5402
MFG-LINE-PLT-005-03,PLT-005,WC-005,SHF-PLT-005-20241024-1,2024-10-24,1,432.5,PRD-2024-SKU-04747,automotive_body,WO-2024-20058,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.482,3.124,58.26,94.61,62.13,67.64,0.05,WC-002,63.29,92.09,WC-001,0.0,458,360,359,1,0,1,57.48,63.6,0.9038,99.99,360,0.7,1,-21.4,3.11,432.5,375.8,0.8689,0.9037,0.9972,0.7831,23.52,30.03,56.7,38.4,1,setup_adjustment,good,availability_loss,0.0,0,56.7,0.0,5,86.5,11.3,17.0,no,21.4,17.0,6.4,0.0,0.0,12.0,no,emergency,32.9,3.3,19,16,91.8,multi_skilled,14.9,0.0,no,no,81.3,SUP-011,95.0,5.23,1.24,1.41,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.0404,1116.8,3.111,221.4,109.0,22.3,7.5,469.1,2102.39,2288.41,44.63,0.0,11.16,200,11340.0,2279.16,30.5,56.985
MFG-LINE-PLT-002-01,PLT-002,WC-033,SHF-PLT-002-20240725-2,2024-07-25,2,441.0,PRD-2024-SKU-02659,electronics_pcb,WO-2024-49087,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,45.358,2.268,39.27,88.56,45.36,49.1,0.05,WC-002,45.47,91.13,WC-001,0.0,694,262,261,1,0,1,79.13,94.49,0.8374,99.9524,262,0.1,0,-62.25,8.88,441.0,370.0,0.839,0.4496,0.9962,0.3758,11.51,30.63,71.0,320.7,1,idling_minor_stops,poor,performance_loss,171.4,4,71.0,0.0,4,110.3,17.7,33.4,yes,33.4,16.8,0.0,20.7,0.0,0.0,no,predictive,26.7,4.8,5,4,67.9,skilled,4.9,0.0,no,no,44.9,SUP-088,476.0,4.8,1.1,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9524,97.8292,222.9,0.854,47.1,18.9,,7.9,93.6,909.45,793.04,10.8,0.0,2.7,150,10650.0,2132.7,36.3,17.3643
MFG-LINE-PLT-010-03,PLT-010,WC-002,SHF-PLT-010-20210821-1,2021-08-21,1,439.3,PRD-2021-SKU-09032,industrial_machinery,WO-2021-37163,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.862,5.263,40.62,56.44,42.74,52.55,0.12,WC-005,46.45,96.27,WC-010,0.0,755,413,411,2,1,1,82.0,103.45,0.7927,99.7489,414,0.2,0,-45.3,4.01,439.3,381.0,0.8673,0.6286,0.9952,0.5426,16.55,30.51,58.3,244.0,2,idling_minor_stops,average,performance_loss,78.9,2,58.3,0.0,4,109.8,14.6,19.3,no,19.3,11.5,14.0,13.5,0.0,0.0,no,corrective,29.1,8.1,17,14,84.6,semi_skilled,12.3,1.2,no,no,24.8,SUP-081,2511.0,4.31,0.94,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7489,99.0175,1010.6,2.459,190.5,135.1,,8.4,424.5,5095.88,5071.86,30.03,30.03,7.51,100,5830.0,1203.54,74.4,54.9152
MFG-LINE-PLT-003-05,PLT-003,WC-034,SHF-PLT-003-20241005-2,2024-10-05,2,455.0,PRD-2024-SKU-02568,electronics_pcb,WO-2024-29845,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.009,5.401,38.49,77.87,48.13,53.92,0.12,WC-005,51.12,99.9,WC-003,0.0,697,543,542,1,0,1,79.89,92.07,0.8677,99.9074,543,0.3,0,-22.09,71.48,455.0,445.1,0.9782,0.795,0.9982,0.7763,24.53,31.6,9.9,140.0,1,idling_minor_stops,good,performance_loss,37.3,1,9.9,0.0,2,227.5,4.9,7.9,no,0.0,0.0,0.0,0.0,9.9,0.0,no,corrective,2.5,7.4,2,1,63.5,skilled,8.0,1.4,no,no,10.8,SUP-059,926.0,4.61,1.04,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9074,99.6223,548.5,1.012,129.4,32.7,,7.5,230.4,323.1,659.9,17.4,0.0,4.35,150,1485.0,301.35,72.7,19.2458
MFG-LINE-PLT-003-01,PLT-003,WC-010,SHF-PLT-003-20240125-2,2024-01-25,2,430.2,PRD-2024-SKU-09510,electronics_pcb,WO-2024-12635,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.537,1.177,20.37,42.12,23.47,25.48,0.05,WC-011,24.24,93.61,WC-004,0.0,1258,857,856,1,0,1,152.92,175.61,0.8708,99.9578,857,1.4,4,-31.88,9.95,430.2,336.3,0.7817,0.8708,0.9988,0.6799,20.31,29.87,93.9,127.2,1,setup_adjustment,average,availability_loss,0.0,0,93.9,0.0,3,143.4,31.3,53.9,yes,87.3,0.0,0.0,6.6,0.0,0.0,no,emergency,24.0,5.7,14,12,79.6,multi_skilled,10.3,0.0,no,no,79.9,SUP-163,422.0,4.84,1.11,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9578,98.3025,765.3,0.894,173.1,62.6,,7.8,321.4,2736.9,4884.02,16.18,0.0,4.04,150,14085.0,2821.04,61.6,25.1018
MFG-LINE-PLT-003-02,PLT-003,WC-040,SHF-PLT-003-20200323-1,2020-03-23,1,441.9,PRD-2020-SKU-08366,electronics_pcb,WO-2020-58138,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.609,5.713,41.67,117.19,50.87,57.04,0.12,WC-001,51.18,97.73,WC-001,0.0,725,481,480,1,0,1,75.48,98.63,0.7653,99.8684,481,1.0,3,-33.66,32.58,441.9,400.2,0.9056,0.7311,0.9979,0.6607,20.28,30.69,41.7,176.9,1,reduced_speed,average,performance_loss,17.9,2,41.7,0.0,2,221.0,20.9,29.8,no,41.7,0.0,0.0,0.0,0.0,0.0,no,corrective,24.8,5.7,3,2,94.3,semi_skilled,10.0,0.0,no,no,32.0,SUP-113,1316.0,4.51,1.0,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8684,97.6839,663.4,1.382,117.1,96.1,,6.5,278.6,550.66,623.95,12.22,0.0,3.06,150,6255.0,1254.06,60.0,14.6926
MFG-LINE-PLT-006-02,PLT-006,WC-036,SHF-PLT-006-20230605-1,2023-06-05,1,455.2,PRD-2023-SKU-08189,food_beverage,WO-2023-89819,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.382,0.886,6.3,10.14,6.87,8.84,0.12,WC-014,8.2,99.9,WC-016,0.0,4129,3257,3250,7,4,3,487.54,545.45,0.8938,99.789,3261,0.7,2,-21.12,28.56,425.9,371.5,0.8723,0.9643,0.9979,0.8393,24.83,29.58,54.4,120.6,7,setup_adjustment,good,availability_loss,0.0,0,54.4,29.3,3,151.7,18.1,29.0,no,25.4,0.0,0.0,0.0,0.0,29.0,yes,preventive,15.5,8.1,17,15,61.1,skilled,10.6,0.0,no,no,41.1,SUP-126,2110.0,4.36,0.95,1.07,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.789,98.3796,2453.8,0.755,576.5,170.6,,6.2,1030.6,2491.27,2392.47,7.85,31.4,5.89,80,4352.0,907.69,54.8,9.3696
MFG-LINE-PLT-010-01,PLT-010,WC-024,SHF-PLT-010-20230305-1,2023-03-05,1,434.5,PRD-2023-SKU-01226,industrial_machinery,WO-2023-36204,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,360.929,28.874,339.4,1016.18,357.52,408.57,0.08,WC-001,365.89,92.16,WC-004,348.06,93,63,62,1,0,1,9.87,12.87,0.7669,99.8071,63,0.8,2,-32.26,8.56,434.5,402.1,0.9254,0.7303,0.9841,0.6652,20.07,30.18,32.4,23.3,1,reduced_speed,average,performance_loss,19.2,1,32.4,0.0,2,217.3,16.2,26.9,no,0.0,26.9,0.0,0.0,5.5,0.0,no,preventive,19.7,6.1,1,1,66.7,semi_skilled,0.6,0.0,no,no,64.6,SUP-159,1929.0,4.39,0.96,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8071,99.0892,203.1,3.276,53.3,23.8,,7.8,85.3,274.62,629.69,67.82,0.0,16.95,100,3240.0,664.95,57.9,83.4995
MFG-LINE-PLT-002-04,PLT-002,WC-027,SHF-PLT-002-20200827-1,2020-08-27,1,471.0,PRD-2020-SKU-03656,electronics_pcb,WO-2020-52446,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.478,3.732,15.91,29.3,17.02,23.64,0.213,WC-002,18.79,97.73,WC-004,0.0,2000,1533,1529,4,1,3,205.91,255.32,0.8065,99.797,1534,2.2,4,-23.35,38.96,471.0,446.7,0.9484,0.8065,0.9974,0.7629,24.95,32.71,24.3,367.8,4,idling_minor_stops,good,performance_loss,0.0,0,24.3,0.0,2,235.5,12.1,15.9,no,0.0,15.9,8.4,0.0,0.0,0.0,no,corrective,15.6,8.1,6,5,62.9,semi_skilled,14.9,0.0,yes,no,45.0,SUP-082,2030.0,4.37,0.96,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.797,98.873,1226.3,0.802,212.1,180.5,,8.0,515.0,1589.35,2322.72,6.27,6.27,4.7,150,3645.0,739.97,68.4,8.845
MFG-LINE-PLT-006-02,PLT-006,WC-028,SHF-PLT-006-20230601-1,2023-06-01,1,475.5,PRD-2023-SKU-08921,food_beverage,WO-2023-22280,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.507,0.901,6.73,18.17,7.47,8.99,0.12,WC-003,8.67,99.9,WC-013,0.0,4316,3462,3456,6,2,4,479.46,545.45,0.879,99.8404,3464,1.1,3,-19.79,33.54,475.5,433.2,0.911,0.879,0.9983,0.7994,26.4,33.02,42.3,476.6,6,reduced_speed,good,performance_loss,0.0,0,42.3,0.0,4,118.9,10.6,20.4,no,31.6,7.6,0.0,3.2,0.0,0.0,no,emergency,15.5,6.1,16,13,76.8,skilled,14.8,0.0,no,yes,62.3,SUP-160,1596.0,4.45,0.98,0.99,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8404,99.3064,1475.7,0.427,307.0,95.7,,7.9,619.8,3480.31,4648.49,6.48,12.96,6.48,80,3384.0,696.24,53.6,8.8433
MFG-LINE-PLT-006-02,PLT-006,WC-039,SHF-PLT-006-20230906-2,2023-09-06,2,480.0,PRD-2023-SKU-07424,food_beverage,WO-2023-05806,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.935,0.952,7.19,16.06,8.21,9.51,0.12,WC-009,8.87,99.9,WC-012,0.0,4356,2966,2961,5,2,3,453.65,545.45,0.8317,99.8455,2968,4.6,16,-31.91,19.48,480.0,400.5,0.8344,0.8147,0.9983,0.6786,22.62,33.33,79.5,674.6,5,reduced_speed,average,performance_loss,8.2,1,79.5,0.0,4,120.0,19.9,50.3,yes,50.3,0.0,22.2,7.0,0.0,0.0,no,corrective,15.5,5.9,22,19,78.2,skilled,12.7,0.0,no,no,76.8,SUP-092,1545.0,4.46,0.99,1.07,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8455,97.0934,1696.7,0.573,390.5,162.6,,7.1,712.6,6497.72,8081.4,7.84,15.68,5.88,80,6360.0,1293.56,26.6,12.777
MFG-LINE-PLT-005-06,PLT-005,WC-006,SHF-PLT-005-20230717-1,2023-07-17,1,477.2,PRD-2023-SKU-06331,automotive_body,WO-2023-93243,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,96.325,4.816,85.88,146.23,95.37,104.27,0.05,WC-007,98.4,92.87,WC-001,48.33,381,217,216,1,0,1,37.35,48.0,0.7781,99.969,217,0.7,1,-43.04,5.43,477.2,378.0,0.7921,0.7175,0.9954,0.5657,18.75,33.14,99.2,85.4,1,reduced_speed,average,performance_loss,29.5,2,99.2,0.0,6,79.5,16.5,35.5,yes,34.3,8.3,0.0,4.2,0.0,52.4,no,corrective,32.1,5.5,6,5,79.3,semi_skilled,12.3,0.0,no,no,43.3,SUP-038,310.0,4.92,1.14,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.969,97.7944,517.5,2.396,104.3,30.5,10.3,8.1,217.3,1057.18,1441.23,38.68,0.0,9.67,200,19840.0,3977.67,35.8,50.4258
MFG-LINE-PLT-005-02,PLT-005,WC-018,SHF-PLT-005-20201020-2,2020-10-20,2,428.2,PRD-2020-SKU-05432,automotive_body,WO-2020-27843,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.4,4.432,50.39,92.07,57.47,62.71,0.08,WC-006,57.93,95.06,WC-004,0.0,540,453,452,1,0,1,64.94,75.79,0.8568,99.9889,453,0.2,0,-16.11,5.76,428.2,418.5,0.9773,0.8568,0.9978,0.8356,24.85,29.74,9.7,75.7,1,reduced_speed,good,performance_loss,0.0,0,9.7,0.0,1,428.2,9.7,9.7,no,0.0,9.7,0.0,0.0,0.0,0.0,no,corrective,1.3,7.4,12,11,94.4,skilled,0.4,0.0,no,no,62.5,SUP-106,111.0,5.19,1.23,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9889,97.7216,1332.9,2.949,251.4,197.9,26.7,7.6,559.8,1716.81,1877.3,23.34,0.0,5.83,200,1940.0,393.83,49.3,31.3432
MFG-LINE-PLT-003-05,PLT-003,WC-006,SHF-PLT-003-20230706-3,2023-07-06,3,450.7,PRD-2023-SKU-01776,electronics_pcb,WO-2023-10198,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,48.013,5.762,43.67,62.39,45.53,57.52,0.12,WC-005,54.9,99.9,WC-001,0.0,691,535,534,1,0,1,74.89,92.07,0.8134,99.9197,535,1.9,4,-22.58,4.44,450.7,428.6,0.951,0.8134,0.9981,0.7721,24.17,31.3,22.1,122.7,1,reduced_speed,good,performance_loss,0.0,0,22.1,0.0,2,225.4,11.0,12.7,no,0.0,9.4,12.7,0.0,0.0,0.0,no,corrective,2.5,7.7,17,16,62.0,skilled,3.7,0.0,no,no,17.7,SUP-178,803.0,4.65,1.05,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9197,97.3255,607.7,1.138,138.9,44.0,,7.2,255.2,5026.94,6985.18,8.46,0.0,2.12,150,3315.0,665.12,53.1,30.9704
MFG-LINE-PLT-010-04,PLT-010,WC-046,SHF-PLT-010-20211027-2,2021-10-27,2,441.5,PRD-2021-SKU-09937,industrial_machinery,WO-2021-18448,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,365.055,43.807,323.81,895.33,345.66,437.34,0.12,WC-006,392.91,97.85,WC-002,351.44,99,51,50,1,0,1,9.82,13.62,0.721,99.5985,51,3.1,7,-48.48,0.42,441.5,311.5,0.7056,0.7211,0.9804,0.4988,15.29,30.66,130.0,19.7,1,equipment_failure,poor,availability_loss,0.0,0,130.0,0.0,5,88.3,26.0,69.6,yes,81.9,14.0,34.1,0.0,0.0,0.0,no,preventive,14.7,5.4,18,16,65.8,semi_skilled,10.4,0.0,no,no,34.4,SUP-133,4015.0,4.15,0.88,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5985,99.4689,110.5,2.211,25.8,9.5,,8.5,46.4,2401.95,2346.21,73.41,0.0,18.35,100,13000.0,2618.35,33.8,169.8414
MFG-LINE-PLT-004-02,PLT-004,WC-029,SHF-PLT-004-20230610-1,2023-06-10,1,446.3,PRD-2023-SKU-03000,industrial_machinery,WO-2023-00061,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,241.644,43.133,210.15,499.21,258.97,312.81,0.178,WC-002,255.61,96.16,WC-001,225.64,118,91,90,1,0,1,14.84,16.0,0.9275,99.7943,91,0.8,1,-22.88,0.67,446.3,383.3,0.8588,0.8902,0.989,0.7562,23.44,31.0,63.0,11.2,1,equipment_failure,good,availability_loss,15.4,1,63.0,0.0,3,148.8,21.0,31.8,yes,57.9,0.0,0.0,5.1,0.0,0.0,no,corrective,6.1,6.7,19,18,71.1,multi_skilled,1.9,0.0,no,no,85.6,SUP-150,2057.0,4.37,0.96,1.1,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7943,98.6269,282.7,3.141,70.2,14.2,,7.9,118.7,4599.36,6663.69,38.3,0.0,9.57,100,6300.0,1269.57,30.1,163.8706
MFG-LINE-PLT-004-07,PLT-004,WC-030,SHF-PLT-004-20220225-1,2022-02-25,1,475.5,PRD-2022-SKU-05392,industrial_machinery,WO-2022-91762,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,217.623,10.881,186.51,641.58,221.78,235.58,0.05,WC-005,215.98,90.22,WC-004,199.57,142,59,58,1,0,1,16.42,18.05,0.9097,99.9249,59,0.2,0,-58.45,0.37,475.5,336.5,0.7077,0.5826,0.9831,0.4053,13.38,33.02,139.0,42.3,1,reduced_speed,poor,performance_loss,121.0,4,139.0,0.0,7,67.9,19.9,38.6,yes,50.5,59.2,25.7,0.0,3.5,0.0,no,predictive,22.9,4.8,21,20,67.7,multi_skilled,1.8,1.5,no,no,53.4,SUP-041,751.0,4.67,1.06,1.18,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9249,97.902,169.4,2.921,38.9,12.5,,8.1,71.1,2916.92,7122.66,24.02,0.0,6.0,100,13900.0,2786.0,42.9,197.5303
MFG-LINE-PLT-006-01,PLT-006,WC-027,SHF-PLT-006-20230706-1,2023-07-06,1,428.6,PRD-2023-SKU-03341,food_beverage,WO-2023-38671,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.948,3.354,24.31,64.71,28.84,33.48,0.12,WC-002,31.94,99.9,WC-011,0.0,1042,611,609,2,0,2,128.62,146.34,0.8789,99.7725,611,0.2,0,-41.36,5.68,403.0,389.1,0.9655,0.6438,0.9967,0.6196,17.34,27.99,13.9,338.0,2,reduced_speed,average,performance_loss,129.7,4,13.9,25.6,1,428.6,13.9,13.9,no,0.0,0.0,13.9,0.0,0.0,0.0,yes,emergency,33.4,4.9,17,15,86.4,skilled,8.5,0.0,no,no,54.4,SUP-044,2275.0,4.34,0.95,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7725,99.0542,296.6,0.487,81.3,19.0,,7.6,124.6,1960.06,4299.35,7.18,0.0,3.59,80,1112.0,225.99,61.4,17.4818
MFG-LINE-PLT-004-01,PLT-004,WC-040,SHF-PLT-004-20201104-1,2020-11-04,1,446.1,PRD-2020-SKU-07709,industrial_machinery,WO-2020-61120,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,267.127,13.356,251.41,537.65,278.9,289.16,0.05,WC-010,284.17,96.71,WC-009,249.94,127,59,58,1,0,1,13.43,17.19,0.7813,99.8933,59,2.6,5,-53.54,0.87,420.1,273.8,0.6518,0.752,0.9831,0.4818,14.06,29.17,146.3,19.5,1,equipment_failure,poor,availability_loss,36.2,1,146.3,26.0,7,63.7,20.9,37.1,yes,65.6,37.1,0.0,33.3,10.2,0.0,yes,corrective,28.6,6.7,10,9,71.2,semi_skilled,8.3,0.0,no,no,39.8,SUP-045,1067.0,4.57,1.02,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8933,99.0537,182.9,3.154,48.5,22.0,,7.9,76.8,3699.32,8788.97,87.63,0.0,21.91,100,14630.0,2947.91,41.1,304.4562
MFG-LINE-PLT-002-01,PLT-002,WC-028,SHF-PLT-002-20220210-1,2022-02-10,1,428.6,PRD-2022-SKU-06536,electronics_pcb,WO-2022-67492,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.196,2.36,42.16,109.17,47.77,51.09,0.05,WC-001,47.44,91.38,WC-002,0.0,674,504,503,1,0,1,76.24,94.49,0.8069,99.9228,504,2.5,9,-25.22,3.52,428.6,396.6,0.9253,0.8069,0.998,0.7452,22.18,29.77,32.0,120.6,1,reduced_speed,good,performance_loss,0.0,0,32.0,0.0,2,214.3,16.0,26.4,no,26.4,0.0,0.0,0.0,5.6,0.0,no,corrective,26.7,7.5,22,20,86.2,semi_skilled,5.4,0.0,no,no,19.8,SUP-017,772.0,4.67,1.06,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9228,98.4335,340.0,0.676,79.5,47.2,,8.3,142.8,5758.53,9443.69,13.77,0.0,3.44,150,4800.0,963.44,68.9,44.0205
MFG-LINE-PLT-007-01,PLT-007,WC-029,SHF-PLT-007-20230203-2,2023-02-03,2,471.7,PRD-2023-SKU-07876,industrial_machinery,WO-2023-01455,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,237.24,7.117,202.66,404.47,237.67,248.98,0.03,WC-008,241.14,92.4,WC-005,216.08,166,119,118,1,0,1,15.14,21.16,0.7155,99.9236,119,0.5,1,-28.31,3.75,455.3,455.3,1.0,0.741,0.9916,0.7348,23.23,31.62,0.0,41.6,1,reduced_speed,good,performance_loss,0.0,0,0.0,16.4,0,471.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,27.1,4.8,5,4,78.9,semi_skilled,6.9,0.0,no,no,79.5,SUP-157,764.0,4.67,1.06,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9236,98.4361,276.0,2.339,46.4,34.0,,8.4,115.9,1889.98,4213.41,39.92,0.0,9.98,100,0.0,9.98,47.2,91.9819
MFG-LINE-PLT-004-07,PLT-004,WC-026,SHF-PLT-004-20230102-3,2023-01-02,3,478.5,PRD-2023-SKU-02534,industrial_machinery,WO-2023-98517,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,285.713,14.286,261.0,696.13,290.23,309.28,0.05,WC-005,293.08,93.25,WC-003,267.66,143,88,87,1,0,1,12.52,18.05,0.6936,99.7777,88,0.7,1,-38.46,0.52,478.5,421.9,0.8817,0.6933,0.9886,0.6043,20.08,33.23,56.6,38.9,1,idling_minor_stops,average,performance_loss,0.0,0,56.6,0.0,5,95.7,11.3,17.8,no,22.5,0.0,26.8,7.3,0.0,0.0,no,predictive,22.9,6.0,24,21,78.1,semi_skilled,12.1,0.0,no,no,10.8,SUP-016,2223.0,4.34,0.95,1.01,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7777,97.0139,345.6,3.972,79.4,22.3,,7.4,145.2,6471.49,7067.43,39.2,0.0,9.8,100,5660.0,1141.8,53.0,195.2703
MFG-LINE-PLT-008-02,PLT-008,WC-007,SHF-PLT-008-20220615-3,2022-06-15,3,424.2,PRD-2022-SKU-07323,medical_devices,WO-2022-67807,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,44.417,3.553,42.02,119.51,44.47,50.28,0.08,WC-006,47.12,96.44,WC-001,0.0,657,446,445,1,0,1,81.05,93.02,0.8713,99.99,446,0.2,0,-32.12,3.31,424.2,330.2,0.7784,0.8712,0.9978,0.6767,19.93,29.46,94.0,65.9,1,setup_adjustment,average,availability_loss,0.0,0,94.0,0.0,3,141.4,31.3,49.6,yes,0.0,67.6,0.0,0.0,0.0,26.4,no,preventive,8.4,6.6,22,19,60.4,multi_skilled,9.9,0.0,no,no,48.8,SUP-066,93.0,5.24,1.25,1.37,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.4516,352.9,0.793,91.3,32.1,,8.7,148.2,2933.73,7008.52,18.15,0.0,4.54,250,23500.0,4704.54,25.7,40.5329
MFG-LINE-PLT-003-03,PLT-003,WC-041,SHF-PLT-003-20220108-1,2022-01-08,1,440.3,PRD-2022-SKU-02149,electronics_pcb,WO-2022-59197,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,15.805,0.79,13.92,31.82,15.66,17.11,0.05,WC-002,16.46,94.66,WC-003,0.0,2746,1077,1075,2,0,2,227.7,375.0,0.6072,99.8251,1077,3.7,9,-60.78,73.25,440.3,325.2,0.7386,0.5299,0.9981,0.3907,11.95,30.58,115.1,955.4,2,reduced_speed,poor,performance_loss,41.4,1,115.1,0.0,7,62.9,16.4,30.1,yes,0.0,21.7,22.4,40.9,0.0,30.1,no,corrective,16.8,5.5,3,2,84.1,trainee,11.9,0.0,no,no,77.3,SUP-111,1749.0,4.42,0.97,1.02,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8251,98.5079,512.8,0.477,128.0,59.5,,8.8,215.4,517.08,927.86,10.64,0.0,5.32,150,17265.0,3458.32,68.5,12.0039
MFG-LINE-PLT-002-02,PLT-002,WC-044,SHF-PLT-002-20240828-1,2024-08-28,1,451.3,PRD-2024-SKU-04048,electronics_pcb,WO-2024-55544,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.548,0.436,13.53,40.73,14.46,15.27,0.03,WC-002,14.88,92.98,WC-003,0.0,2115,1799,1798,1,0,1,247.46,281.25,0.8799,99.9839,1799,6.2,22,-14.94,15.94,451.3,436.2,0.9665,0.8798,0.9994,0.8499,26.64,31.34,15.1,245.8,1,reduced_speed,good,performance_loss,0.0,0,15.1,0.0,2,225.6,7.5,9.7,no,0.0,9.7,0.0,0.0,5.4,0.0,no,corrective,2.0,5.9,16,15,92.5,skilled,1.3,0.0,no,no,23.0,SUP-113,161.0,5.1,1.2,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9839,97.6334,1307.1,0.727,245.5,90.8,,8.2,549.0,2095.46,2056.44,9.38,0.0,2.35,150,2265.0,455.35,55.5,11.6944
MFG-LINE-PLT-005-04,PLT-005,WC-006,SHF-PLT-005-20230419-3,2023-04-19,3,436.5,PRD-2023-SKU-09425,automotive_body,WO-2023-74940,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,58.948,7.074,50.23,116.02,58.56,70.62,0.12,WC-001,58.23,89.8,WC-004,0.0,561,416,415,1,0,1,60.96,77.25,0.7891,99.967,416,0.1,0,-25.85,2.72,436.5,409.4,0.9379,0.7891,0.9976,0.7383,22.38,30.32,27.1,111.2,1,reduced_speed,good,performance_loss,0.0,0,27.1,0.0,3,145.5,9.0,15.2,no,0.0,5.9,15.2,6.0,0.0,0.0,no,emergency,15.6,5.8,23,21,64.7,skilled,4.5,0.0,no,no,25.6,SUP-112,330.0,4.91,1.14,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.967,98.8653,1113.0,2.682,295.6,164.7,22.3,7.9,467.5,5624.22,12262.91,93.05,0.0,23.26,200,5420.0,1107.26,28.2,136.3757
MFG-LINE-PLT-005-02,PLT-005,WC-048,SHF-PLT-005-20200509-1,2020-05-09,1,441.7,PRD-2020-SKU-07729,automotive_body,WO-2020-20037,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.055,4.324,49.87,152.23,52.04,61.19,0.08,WC-001,57.47,96.65,WC-006,0.0,557,301,300,1,0,1,66.54,75.79,0.878,99.9853,301,1.3,2,-45.96,2.72,441.7,295.1,0.6681,0.8074,0.9967,0.5376,16.49,30.68,146.6,71.8,1,setup_adjustment,average,availability_loss,23.7,1,146.6,0.0,3,147.2,48.9,108.1,yes,124.2,0.0,22.4,0.0,0.0,0.0,no,emergency,1.3,6.2,16,15,82.5,skilled,0.3,1.2,no,no,26.2,SUP-112,147.0,5.12,1.21,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9853,98.7276,885.3,2.951,216.0,104.3,17.7,7.6,371.8,6548.1,14263.78,44.74,0.0,11.19,200,29320.0,5875.19,74.3,114.2621
MFG-LINE-PLT-007-01,PLT-007,WC-031,SHF-PLT-007-20220913-3,2022-09-13,3,433.8,PRD-2022-SKU-03510,industrial_machinery,WO-2022-57658,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,196.792,5.904,171.96,523.93,193.69,206.53,0.03,WC-010,202.77,93.67,WC-014,175.63,152,121,120,1,0,1,18.23,21.16,0.8615,99.9687,121,1.5,3,-20.39,3.32,433.8,398.2,0.9179,0.8616,0.9917,0.7843,23.62,30.12,35.6,19.4,1,reduced_speed,good,performance_loss,0.0,0,35.6,0.0,2,216.9,17.8,23.9,no,35.6,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,6.6,7,5,83.1,expert,20.9,0.0,no,no,28.7,SUP-006,313.0,4.92,1.14,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9687,97.7744,376.9,3.141,78.2,55.0,,7.9,158.3,1657.4,3052.47,20.91,0.0,5.23,100,3560.0,717.23,41.6,60.3332
MFG-LINE-PLT-007-01,PLT-007,WC-037,SHF-PLT-007-20200916-1,2020-09-16,1,451.1,PRD-2020-SKU-05297,industrial_machinery,WO-2020-78609,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,182.899,5.487,157.87,260.89,183.26,191.95,0.03,WC-014,187.29,93.09,WC-007,161.74,159,127,126,1,0,1,19.64,21.16,0.9282,99.9653,127,0.2,0,-20.13,1.29,451.1,397.1,0.8803,0.9066,0.9921,0.7918,24.81,31.33,54.0,13.1,1,equipment_failure,good,availability_loss,9.1,1,54.0,0.0,4,112.8,13.5,16.2,no,0.0,21.6,16.2,0.0,0.0,16.2,no,corrective,27.1,5.0,15,13,80.6,expert,8.8,0.0,no,no,50.9,SUP-009,347.0,4.89,1.13,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9653,99.6533,232.0,1.841,56.7,21.7,,8.8,97.4,3485.11,8337.2,38.75,0.0,9.69,100,5400.0,1089.69,46.1,132.8854
MFG-LINE-PLT-002-02,PLT-002,WC-048,SHF-PLT-002-20230827-1,2023-08-27,1,427.8,PRD-2023-SKU-01943,electronics_pcb,WO-2023-49954,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.204,0.396,11.44,18.67,13.19,13.86,0.03,WC-004,13.72,94.5,WC-005,0.0,2005,1902,1901,1,0,1,272.59,281.25,0.9692,99.9871,1902,0.2,0,-5.14,266.59,427.8,427.8,1.0,0.9484,0.9995,0.9479,28.16,29.71,0.0,103.5,1,reduced_speed,world_class,performance_loss,9.2,1,0.0,0.0,0,427.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,7.0,1,1,64.2,expert,2.0,0.0,no,no,45.9,SUP-074,129.0,5.15,1.22,1.25,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9871,99.5439,2387.7,1.256,627.7,216.4,,6.9,1002.8,154.41,165.67,7.8,0.0,1.95,150,0.0,1.95,53.3,7.9725
MFG-LINE-PLT-007-01,PLT-007,WC-048,SHF-PLT-007-20230809-1,2023-08-09,1,432.7,PRD-2023-SKU-01576,industrial_machinery,WO-2023-82703,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,222.64,6.679,196.14,573.17,223.81,233.66,0.03,WC-001,226.23,92.38,WC-014,201.48,152,87,86,1,0,1,16.0,21.16,0.7561,99.9275,87,0.2,0,-42.76,1.7,394.1,364.9,0.9259,0.6758,0.9885,0.6186,16.93,27.37,29.2,41.7,1,reduced_speed,average,performance_loss,77.2,2,29.2,38.6,2,216.4,14.6,25.2,no,0.0,0.0,0.0,0.0,3.9,25.2,yes,preventive,27.1,5.9,8,7,81.1,semi_skilled,9.9,0.0,no,no,12.7,SUP-024,725.0,4.68,1.06,1.11,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9275,98.2175,287.4,3.342,73.1,29.9,,7.8,120.7,3057.52,6891.54,18.36,0.0,4.59,100,2920.0,588.59,33.3,134.2602
MFG-LINE-PLT-003-03,PLT-003,WC-016,SHF-PLT-003-20241020-2,2024-10-20,2,477.9,PRD-2024-SKU-07841,electronics_pcb,WO-2024-17441,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.98,0.649,12.12,35.2,12.92,14.05,0.05,WC-003,13.48,94.44,WC-002,0.0,2983,1815,1813,2,1,1,277.35,375.0,0.7396,99.9029,1816,0.1,0,-39.16,56.91,477.9,392.7,0.8217,0.7396,0.9989,0.6071,20.15,33.18,85.2,639.0,2,reduced_speed,average,performance_loss,0.0,0,85.2,0.0,4,119.5,21.3,48.3,yes,60.3,0.0,24.9,0.0,0.0,0.0,no,emergency,16.8,6.5,5,4,72.8,semi_skilled,10.9,0.0,no,yes,60.4,SUP-172,971.0,4.6,1.03,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9029,98.3789,2288.0,1.262,552.8,254.1,,6.8,961.0,1301.89,3156.75,5.72,5.72,1.43,150,12780.0,2563.15,56.0,8.1856
MFG-LINE-PLT-004-01,PLT-004,WC-032,SHF-PLT-004-20240229-3,2024-02-29,3,440.5,PRD-2024-SKU-07818,industrial_machinery,WO-2024-33359,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,247.571,12.379,230.9,563.08,254.39,268.0,0.05,WC-008,258.9,95.07,WC-002,230.38,126,95,94,1,0,1,14.44,17.19,0.84,99.9225,95,0.1,0,-24.6,4.27,440.5,394.7,0.896,0.8401,0.9895,0.7448,22.78,30.59,45.8,18.1,1,idling_minor_stops,good,performance_loss,0.0,0,45.8,0.0,5,88.1,9.2,16.1,no,8.6,0.0,0.0,16.7,4.4,16.1,no,corrective,28.6,5.5,4,3,82.4,multi_skilled,7.0,0.0,no,no,14.4,SUP-054,775.0,4.67,1.06,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9225,99.8831,298.3,3.173,77.8,42.8,,7.9,125.3,1318.92,1882.25,84.58,0.0,21.14,100,4580.0,937.14,60.4,119.5348
MFG-LINE-PLT-004-02,PLT-004,WC-015,SHF-PLT-004-20200204-1,2020-02-04,1,423.1,PRD-2020-SKU-05370,industrial_machinery,WO-2020-39711,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,251.384,47.512,226.28,656.53,245.51,329.78,0.189,WC-001,258.24,93.39,WC-002,235.38,112,87,86,1,0,1,14.23,16.0,0.8894,99.7493,87,1.7,6,-22.32,0.72,423.1,380.4,0.8991,0.8576,0.9885,0.7622,22.4,29.38,42.7,14.4,1,reduced_speed,good,performance_loss,13.5,1,42.7,0.0,2,211.6,21.4,32.0,yes,32.0,0.0,10.8,0.0,0.0,0.0,no,corrective,6.1,6.3,18,17,85.9,skilled,3.5,0.0,no,no,56.8,SUP-036,2507.0,4.31,0.94,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7493,98.9208,280.7,3.264,58.6,21.6,,7.8,117.9,2651.07,4494.7,44.66,0.0,11.16,100,4270.0,865.16,43.8,128.2697
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20200915-3,2020-09-15,3,427.3,PRD-2020-SKU-02027,electronics_pcb,WO-2020-00740,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.927,0.546,9.9,14.19,10.85,11.83,0.05,WC-001,11.26,93.69,WC-002,0.0,2669,2206,2205,1,0,1,329.38,375.0,0.8783,99.971,2206,2.7,8,-17.35,51.6,385.8,379.3,0.9832,0.9306,0.9995,0.9145,24.5,26.79,6.5,164.5,1,idling_minor_stops,world_class,performance_loss,18.9,1,6.5,41.5,1,427.3,6.5,6.5,no,6.5,0.0,0.0,0.0,0.0,0.0,yes,preventive,16.8,6.7,9,6,93.1,expert,24.2,0.0,no,no,70.4,SUP-191,290.0,4.94,1.15,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.971,99.7421,831.3,0.377,179.6,64.0,,9.1,349.1,1983.84,4892.49,13.26,0.0,3.31,150,975.0,198.31,50.0,16.3845
MFG-LINE-PLT-003-02,PLT-003,WC-046,SHF-PLT-003-20230804-1,2023-08-04,1,471.9,PRD-2023-SKU-02700,electronics_pcb,WO-2023-55197,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.79,5.135,36.44,93.31,43.38,51.26,0.12,WC-001,40.05,85.08,WC-001,0.0,775,536,535,1,0,1,84.13,98.63,0.853,99.9391,536,0.2,0,-30.84,13.6,471.9,418.0,0.8858,0.7801,0.9981,0.6897,22.6,32.77,53.9,151.1,1,reduced_speed,average,performance_loss,35.7,1,53.9,0.0,4,118.0,13.5,18.9,no,0.0,37.4,16.5,0.0,0.0,0.0,no,preventive,24.8,4.7,6,5,72.7,skilled,3.5,0.0,no,no,69.1,SUP-121,609.0,4.73,1.08,1.21,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,no,no,99.9391,98.0111,528.0,0.987,120.6,31.1,,7.5,221.8,1836.14,4125.95,23.58,0.0,5.89,150,8085.0,1622.89,42.8,34.7682
MFG-LINE-PLT-008-02,PLT-008,WC-042,SHF-PLT-008-20230804-1,2023-08-04,1,436.9,PRD-2023-SKU-03316,medical_devices,WO-2023-13825,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,39.653,3.172,37.59,60.87,39.14,44.89,0.08,WC-004,39.95,91.6,WC-005,0.0,677,558,557,1,0,1,90.72,93.02,0.9753,99.99,558,0.3,0,-17.58,10.93,436.9,426.0,0.9751,0.8448,0.9982,0.8223,24.95,30.34,10.9,102.5,1,idling_minor_stops,good,performance_loss,57.0,3,10.9,0.0,1,436.9,10.9,10.9,no,0.0,10.9,0.0,0.0,0.0,0.0,no,predictive,8.4,7.8,8,7,61.0,multi_skilled,0.3,0.0,no,no,21.5,SUP-055,47.0,5.41,1.3,1.47,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.9389,540.3,0.97,121.8,37.8,,8.4,226.9,1454.91,1436.89,15.66,0.0,3.92,250,2725.0,548.92,69.8,20.8799
MFG-LINE-PLT-006-01,PLT-006,WC-045,SHF-PLT-006-20240925-1,2024-09-25,1,423.4,PRD-2024-SKU-03290,food_beverage,WO-2024-56087,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,40.933,4.912,35.79,100.83,39.7,49.04,0.12,WC-008,44.33,98.46,WC-011,0.0,1029,431,429,2,0,2,87.86,146.34,0.6004,99.6712,431,4.0,8,-58.11,15.2,423.4,358.0,0.8455,0.4936,0.9954,0.4154,12.21,29.41,65.4,442.2,2,reduced_speed,poor,performance_loss,63.7,3,65.4,0.0,5,84.7,13.1,20.9,no,26.5,20.9,8.1,0.0,0.0,10.0,no,preventive,33.4,5.1,5,4,93.6,trainee,0.3,0.0,no,no,12.1,SUP-094,3288.0,4.22,0.91,0.92,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.6712,99.2745,158.3,0.369,44.6,11.4,,8.2,66.5,902.39,1416.8,9.93,0.0,4.96,80,5232.0,1051.36,46.3,15.3823
MFG-LINE-PLT-004-07,PLT-004,WC-015,SHF-PLT-004-20210528-3,2021-05-28,3,424.2,PRD-2021-SKU-04946,industrial_machinery,WO-2021-79622,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,243.413,12.171,219.41,371.78,246.38,263.5,0.05,WC-002,256.85,95.93,WC-004,225.36,127,72,71,1,0,1,14.67,18.05,0.8127,99.7503,72,4.9,14,-43.31,1.12,424.2,411.8,0.9708,0.5811,0.9861,0.5563,16.39,29.45,12.4,51.9,1,reduced_speed,average,performance_loss,117.3,4,12.4,0.0,1,424.2,12.4,12.4,no,0.0,12.4,0.0,0.0,0.0,0.0,no,corrective,22.9,6.5,11,9,73.6,skilled,9.8,0.0,no,no,62.2,SUP-055,2497.0,4.31,0.94,0.96,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7503,97.753,199.9,2.816,41.5,24.8,,8.1,84.0,1735.88,2853.3,29.17,0.0,7.29,100,1240.0,255.29,40.9,94.2172
MFG-LINE-PLT-002-01,PLT-002,WC-026,SHF-PLT-002-20220906-2,2022-09-06,2,472.5,PRD-2022-SKU-06892,electronics_pcb,WO-2022-67342,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,51.539,2.577,48.15,63.76,51.87,55.79,0.05,WC-001,53.49,94.35,WC-002,0.0,743,471,470,1,0,1,69.8,94.49,0.7387,99.9253,471,4.9,10,-36.61,29.84,472.5,404.8,0.8567,0.7388,0.9979,0.6316,20.73,32.82,67.7,166.5,1,reduced_speed,average,performance_loss,0.0,0,67.7,0.0,2,236.3,33.9,36.2,yes,67.7,0.0,0.0,0.0,0.0,0.0,no,preventive,26.7,5.5,3,2,61.1,semi_skilled,12.6,0.3,no,no,14.1,SUP-116,747.0,4.68,1.06,1.09,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9253,97.9133,123.6,0.263,22.4,12.9,,9.3,51.9,540.14,886.3,16.52,0.0,4.13,150,10155.0,2035.13,43.1,19.5901
MFG-LINE-PLT-006-02,PLT-006,WC-011,SHF-PLT-006-20201006-1,2020-10-06,1,422.2,PRD-2020-SKU-03813,food_beverage,WO-2020-76243,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.533,1.024,7.68,20.72,8.59,10.22,0.12,WC-009,9.23,98.34,WC-018,0.0,3834,2174,2171,3,1,2,421.78,545.45,0.7733,99.9058,2175,4.9,19,-43.3,308.56,422.2,309.3,0.7326,0.7733,0.9986,0.5657,16.58,29.32,112.9,637.4,3,setup_adjustment,average,availability_loss,0.0,0,112.9,0.0,5,84.4,22.6,46.2,yes,29.2,46.2,18.0,0.0,0.0,19.5,no,predictive,15.5,4.9,1,1,64.6,semi_skilled,12.7,0.0,yes,no,20.5,SUP-103,942.0,4.61,1.04,1.04,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9058,98.0466,592.7,0.273,167.3,38.2,,8.6,248.9,158.57,370.73,9.03,9.03,4.51,80,9032.0,1819.94,31.3,9.2863
MFG-LINE-PLT-005-06,PLT-005,WC-041,SHF-PLT-005-20230506-2,2023-05-06,2,443.9,PRD-2023-SKU-08677,automotive_body,WO-2023-56042,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,83.764,4.188,74.16,251.11,84.26,90.67,0.05,WC-001,86.54,93.93,WC-005,35.76,355,196,195,1,0,1,42.82,48.0,0.8921,99.99,196,0.0,0,-44.79,2.64,443.9,318.5,0.7175,0.7692,0.9949,0.5491,16.93,30.83,125.4,58.8,1,equipment_failure,average,availability_loss,43.9,2,125.4,0.0,7,63.4,17.9,32.3,yes,22.0,29.6,44.7,29.1,0.0,0.0,no,corrective,32.1,5.0,11,10,70.3,expert,5.9,0.0,yes,no,34.1,SUP-078,89.0,5.25,1.25,1.36,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.0743,271.2,1.391,56.8,31.9,5.4,8.9,113.9,1588.06,1476.37,44.42,0.0,11.11,200,25080.0,5027.11,39.5,60.3628
MFG-LINE-PLT-004-07,PLT-004,WC-038,SHF-PLT-004-20200914-1,2020-09-14,1,452.9,PRD-2020-SKU-06252,industrial_machinery,WO-2020-85959,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,214.012,10.701,192.88,301.46,216.27,231.67,0.05,WC-002,218.21,92.69,WC-005,195.96,136,105,104,1,0,1,16.8,18.05,0.9307,99.9183,105,0.2,0,-22.79,0.92,452.9,375.1,0.8282,0.9303,0.9905,0.7632,24.0,31.45,77.8,7.9,1,equipment_failure,good,availability_loss,0.0,0,77.8,0.0,5,90.6,15.6,25.0,no,14.5,33.7,25.0,4.6,0.0,0.0,no,preventive,22.9,5.0,17,15,79.5,multi_skilled,10.0,0.7,no,no,49.0,SUP-091,817.0,4.65,1.05,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9183,99.2196,219.3,2.109,46.7,17.7,,8.6,92.1,5102.98,5903.39,45.87,0.0,11.47,100,7780.0,1567.47,33.1,152.1415
MFG-LINE-PLT-003-04,PLT-003,WC-032,SHF-PLT-003-20230930-1,2023-09-30,1,477.9,PRD-2023-SKU-06860,electronics_pcb,WO-2023-41660,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.085,1.704,29.14,72.0,33.94,36.9,0.05,WC-001,36.13,96.36,WC-007,0.0,1057,717,716,1,0,1,105.51,132.84,0.7943,99.9461,717,0.7,2,-32.17,29.96,477.9,446.4,0.9341,0.7255,0.9986,0.6767,22.46,33.19,31.5,271.3,1,reduced_speed,average,performance_loss,38.7,1,31.5,0.0,3,159.3,10.5,19.4,no,9.2,19.4,0.0,0.0,3.0,0.0,no,corrective,11.0,6.6,4,3,81.6,semi_skilled,6.2,0.0,no,no,51.0,SUP-054,539.0,4.77,1.09,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9461,98.2689,978.8,1.367,167.5,86.3,,6.6,411.1,565.36,780.56,10.54,0.0,2.63,150,4725.0,947.63,26.3,12.4345
MFG-LINE-PLT-003-02,PLT-003,WC-006,SHF-PLT-003-20230805-1,2023-08-05,1,449.0,PRD-2023-SKU-04420,electronics_pcb,WO-2023-87439,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.151,5.658,42.6,97.11,47.12,56.49,0.12,WC-001,47.22,91.04,WC-001,0.0,737,544,543,1,0,1,76.34,98.63,0.774,99.8621,544,2.7,10,-26.19,72.55,449.0,427.5,0.9521,0.774,0.9982,0.7356,22.94,31.18,21.5,158.8,1,reduced_speed,good,performance_loss,0.0,0,21.5,0.0,2,224.5,10.8,16.2,no,16.2,0.0,5.3,0.0,0.0,0.0,no,preventive,24.8,5.3,2,1,77.9,semi_skilled,14.8,0.0,no,no,51.4,SUP-072,1379.0,4.49,1.0,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.8621,98.4645,267.2,0.492,54.1,25.2,,8.8,112.2,327.93,577.49,7.58,0.0,1.9,150,3225.0,646.9,40.9,9.2614
MFG-LINE-PLT-007-01,PLT-007,WC-041,SHF-PLT-007-20221207-1,2022-12-07,1,479.1,PRD-2022-SKU-03863,industrial_machinery,WO-2022-11045,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.862,5.816,183.11,473.66,195.46,203.46,0.03,WC-001,199.63,93.61,WC-006,172.7,168,130,129,1,0,1,18.46,21.16,0.8724,99.9542,130,0.7,2,-22.62,4.04,479.1,422.6,0.8821,0.8722,0.9923,0.7634,25.4,33.27,56.5,19.0,1,idling_minor_stops,good,performance_loss,0.0,0,56.5,0.0,3,159.7,18.8,22.9,no,36.6,19.9,0.0,0.0,0.0,0.0,no,preventive,27.1,6.7,5,4,60.3,skilled,0.9,0.0,no,no,15.0,SUP-139,458.0,4.82,1.11,1.23,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9542,99.5689,335.8,2.603,79.1,38.1,,8.3,141.0,773.09,683.99,64.11,0.0,16.03,100,5650.0,1146.03,52.4,75.9022
MFG-LINE-PLT-010-04,PLT-010,WC-040,SHF-PLT-010-20230725-2,2023-07-25,2,476.9,PRD-2023-SKU-05639,industrial_machinery,WO-2023-34080,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,311.826,37.419,268.73,809.72,318.66,373.57,0.12,WC-008,330.11,96.24,WC-002,298.21,108,78,77,1,0,1,11.4,13.62,0.837,99.8166,78,1.6,3,-27.78,9.69,476.9,410.5,0.8608,0.837,0.9872,0.7112,23.55,33.12,66.4,15.2,1,idling_minor_stops,good,performance_loss,0.0,0,66.4,0.0,3,159.0,22.1,27.0,no,39.4,27.0,0.0,0.0,0.0,0.0,no,predictive,14.7,6.8,2,1,85.1,skilled,8.2,1.6,no,no,36.8,SUP-017,1834.0,4.41,0.97,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8166,98.9406,322.5,4.188,61.2,20.5,,7.2,135.4,200.61,492.94,58.85,0.0,14.71,100,6640.0,1342.71,62.6,68.6214
MFG-LINE-PLT-008-02,PLT-008,WC-023,SHF-PLT-008-20220302-2,2022-03-02,2,422.2,PRD-2022-SKU-09796,medical_devices,WO-2022-68332,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.723,4.138,44.7,73.32,52.42,58.55,0.08,WC-001,54.05,94.99,WC-002,0.0,654,432,431,1,0,1,69.55,93.02,0.7477,99.9841,432,4.1,16,-33.94,30.62,422.2,386.2,0.9147,0.7215,0.9977,0.6584,19.3,29.32,36.0,166.8,1,idling_minor_stops,average,performance_loss,13.5,1,36.0,0.0,3,140.7,12.0,22.8,no,0.0,22.8,0.0,0.0,13.2,0.0,no,corrective,8.4,7.4,3,2,82.7,semi_skilled,4.6,1.6,no,no,53.0,SUP-123,159.0,5.1,1.2,1.27,contamination,functional_failure,automated_vision,yes,no,no,no,99.9841,99.1119,272.8,0.633,67.2,24.5,,8.9,114.6,317.33,745.36,15.91,0.0,3.98,250,9000.0,1803.98,39.8,18.4126
MFG-LINE-PLT-004-01,PLT-004,WC-040,SHF-PLT-004-20200508-2,2020-05-08,2,449.4,PRD-2020-SKU-01198,industrial_machinery,WO-2020-70684,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,230.506,11.525,205.06,670.71,230.62,249.52,0.05,WC-008,238.7,94.14,WC-003,213.32,128,88,87,1,0,1,15.5,17.19,0.9017,99.9142,88,0.1,0,-31.25,0.61,449.4,340.7,0.7581,0.9014,0.9886,0.6756,21.08,31.21,108.7,9.6,1,equipment_failure,average,availability_loss,0.0,0,108.7,0.0,5,89.9,21.7,31.6,yes,56.8,51.9,0.0,0.0,0.0,0.0,no,predictive,28.6,7.5,21,19,78.4,multi_skilled,8.8,0.1,no,no,25.5,SUP-046,858.0,4.64,1.05,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9142,98.2329,215.3,2.475,49.2,32.0,,8.3,90.4,4990.1,5199.03,57.55,0.0,14.39,100,10870.0,2188.39,67.7,175.3279
MFG-LINE-PLT-003-01,PLT-003,WC-029,SHF-PLT-003-20220103-3,2022-01-03,3,445.0,PRD-2022-SKU-02050,electronics_pcb,WO-2022-06536,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,28.755,1.438,24.75,53.25,28.64,31.13,0.05,WC-009,30.2,95.48,WC-011,0.0,1300,626,625,1,0,1,125.14,175.61,0.7126,99.8701,626,1.1,3,-51.85,84.26,445.0,300.1,0.6744,0.7126,0.9984,0.4798,14.83,30.91,144.9,252.5,1,equipment_failure,poor,availability_loss,0.0,0,144.9,0.0,7,63.6,20.7,47.0,yes,65.9,0.0,30.8,12.9,3.7,31.7,no,corrective,24.0,5.3,1,1,88.7,semi_skilled,13.7,0.0,no,yes,41.0,SUP-065,1299.0,4.51,1.0,1.04,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8701,98.879,119.4,0.191,28.1,7.1,,9.5,50.1,266.68,263.2,7.66,0.0,1.92,150,21735.0,4348.92,47.5,8.5201
MFG-LINE-PLT-004-05,PLT-004,WC-033,SHF-PLT-004-20230610-2,2023-06-10,2,451.6,PRD-2023-SKU-08972,industrial_machinery,WO-2023-46229,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,182.46,9.123,168.2,264.68,185.08,197.51,0.05,WC-005,188.11,93.73,WC-007,158.67,178,108,107,1,0,1,19.72,23.79,0.8289,99.8933,108,0.2,0,-39.33,3.55,451.6,358.3,0.7934,0.7601,0.9907,0.5975,18.74,31.36,93.3,34.1,1,idling_minor_stops,average,performance_loss,29.7,1,93.3,0.0,3,150.5,31.1,51.6,yes,93.3,0.0,0.0,0.0,0.0,0.0,no,corrective,3.8,5.9,5,4,67.2,skilled,6.2,0.0,no,no,54.8,SUP-175,1067.0,4.57,1.02,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8933,97.0608,328.6,3.071,64.0,27.0,,8.0,138.0,1913.21,4004.81,81.2,0.0,20.3,100,9330.0,1886.3,30.6,137.2675
MFG-LINE-PLT-010-03,PLT-010,WC-037,SHF-PLT-010-20240330-2,2024-03-30,2,476.9,PRD-2024-SKU-01721,industrial_machinery,WO-2024-70865,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.931,4.912,38.51,100.62,39.48,49.04,0.12,WC-008,43.95,97.61,WC-001,0.0,820,502,500,2,0,2,87.94,103.45,0.8501,99.7936,502,0.3,0,-38.78,6.99,476.9,393.8,0.8258,0.7393,0.996,0.6081,20.14,33.12,83.1,177.0,2,idling_minor_stops,average,performance_loss,51.3,2,83.1,0.0,5,95.4,16.6,34.4,yes,51.9,11.5,0.0,19.7,0.0,0.0,no,predictive,29.1,6.1,11,9,82.9,skilled,14.3,0.0,no,no,46.0,SUP-129,2064.0,4.37,0.96,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7936,97.527,1382.5,2.765,297.1,153.5,,8.2,580.6,4194.45,9328.51,54.15,0.0,27.07,100,8310.0,1689.07,58.8,81.4125
MFG-LINE-PLT-005-03,PLT-005,WC-013,SHF-PLT-005-20241025-1,2024-10-25,1,474.8,PRD-2024-SKU-08662,automotive_body,WO-2024-23651,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,95.255,4.763,88.66,193.75,94.52,103.11,0.05,WC-001,94.88,90.55,WC-002,31.65,502,249,248,1,0,1,37.66,63.6,0.5921,99.8156,249,6.9,14,-50.4,2.85,474.8,409.5,0.8625,0.5737,0.996,0.4928,16.25,32.97,65.3,185.0,1,idling_minor_stops,poor,performance_loss,12.8,1,65.3,0.0,2,237.4,32.6,41.7,yes,0.0,65.3,0.0,0.0,0.0,0.0,no,corrective,32.9,4.9,13,11,93.8,trainee,9.3,0.0,no,yes,88.7,SUP-030,1844.0,4.4,0.97,1.08,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.8156,99.0611,543.4,2.191,115.9,30.6,10.9,8.2,228.2,1625.93,1873.77,24.04,0.0,6.01,200,13060.0,2618.01,59.3,38.2486
MFG-LINE-PLT-002-03,PLT-002,WC-015,SHF-PLT-002-20211106-1,2021-11-06,1,466.5,PRD-2021-SKU-09695,electronics_pcb,WO-2021-29161,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.421,2.421,43.01,88.39,48.75,52.42,0.05,WC-008,51.53,96.75,WC-007,0.0,638,508,506,2,0,2,74.34,82.38,0.9024,99.7588,508,1.2,3,-20.38,65.08,466.5,410.0,0.8789,0.9024,0.9961,0.79,25.59,32.4,56.5,54.9,2,equipment_failure,good,availability_loss,0.0,0,56.5,0.0,4,116.6,14.1,22.9,no,14.1,8.4,34.0,0.0,0.0,0.0,no,corrective,13.3,8.0,2,1,89.0,skilled,7.4,0.0,no,no,38.0,SUP-126,2412.0,4.32,0.94,1.07,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.7588,99.693,331.9,0.656,80.1,39.3,,8.4,139.4,427.84,720.08,15.9,0.0,7.95,150,8475.0,1702.95,58.4,18.2315
MFG-LINE-PLT-005-04,PLT-005,WC-027,SHF-PLT-005-20230610-2,2023-06-10,2,450.2,PRD-2023-SKU-03159,automotive_body,WO-2023-39546,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,54.664,6.56,51.34,119.06,54.48,65.49,0.12,WC-004,58.74,97.69,WC-002,0.0,579,389,388,1,0,1,65.71,77.25,0.8506,99.9767,389,0.5,1,-32.82,17.24,450.2,420.7,0.9345,0.7182,0.9974,0.6694,20.93,31.26,29.5,152.6,1,reduced_speed,average,performance_loss,65.5,2,29.5,0.0,2,225.1,14.8,18.9,no,0.0,0.0,10.6,0.0,0.0,18.9,no,preventive,15.6,6.5,4,3,61.0,skilled,10.5,0.0,no,no,20.8,SUP-001,233.0,5.0,1.17,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9767,97.759,526.5,1.357,130.6,45.9,10.5,8.9,221.1,467.0,594.22,21.52,0.0,5.38,200,5900.0,1185.38,72.3,24.3106
MFG-LINE-PLT-003-01,PLT-003,WC-015,SHF-PLT-003-20240219-2,2024-02-19,2,464.6,PRD-2024-SKU-01225,electronics_pcb,WO-2024-10441,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.799,1.14,20.36,43.17,23.07,24.68,0.05,WC-004,24.64,98.25,WC-003,0.0,1359,1117,1116,1,0,1,157.79,175.61,0.8985,99.9729,1117,0.3,0,-17.81,7.58,464.6,435.9,0.9382,0.8755,0.9991,0.8206,26.48,32.27,28.7,158.9,1,reduced_speed,good,performance_loss,11.2,1,28.7,0.0,4,116.2,7.2,13.4,no,13.4,0.0,0.0,3.7,4.0,7.6,no,predictive,24.0,6.3,20,19,92.7,expert,4.0,0.0,no,no,42.4,SUP-076,271.0,4.96,1.15,1.28,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9729,97.9613,44.6,0.04,8.4,2.7,,9.9,18.7,6711.81,6858.94,14.98,0.0,3.75,150,4305.0,864.75,56.8,27.1536
MFG-LINE-PLT-003-02,PLT-003,WC-044,SHF-PLT-003-20200928-1,2020-09-28,1,423.5,PRD-2020-SKU-01153,electronics_pcb,WO-2020-99548,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.434,5.692,43.74,93.62,45.58,56.83,0.12,WC-001,44.86,85.97,WC-001,0.0,695,296,295,1,0,1,75.89,98.63,0.7694,99.8986,296,3.6,12,-57.41,6.97,423.5,379.6,0.8963,0.4744,0.9966,0.4238,12.46,29.41,43.9,327.9,1,reduced_speed,poor,performance_loss,145.5,4,43.9,0.0,5,84.7,8.8,16.4,no,0.0,11.8,23.5,4.2,4.4,0.0,no,emergency,24.8,5.9,7,6,93.6,semi_skilled,6.0,0.0,no,no,38.6,SUP-188,1014.0,4.59,1.03,1.04,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.8986,98.8841,224.5,0.761,50.9,20.8,,8.1,94.3,786.67,1246.19,8.52,0.0,2.13,150,6585.0,1319.13,70.3,15.4399
MFG-LINE-PLT-010-03,PLT-010,WC-025,SHF-PLT-010-20240919-1,2024-09-19,1,474.2,PRD-2024-SKU-08599,industrial_machinery,WO-2024-57383,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,36.054,4.327,33.82,84.84,35.71,43.19,0.12,WC-008,40.59,99.9,WC-010,0.0,817,648,647,1,0,1,99.79,103.45,0.9646,99.9438,648,0.2,0,-20.69,5.46,448.8,413.2,0.9563,0.9628,0.9986,0.9194,26.06,31.17,35.6,64.5,1,idling_minor_stops,world_class,performance_loss,49.0,2,35.6,25.4,4,118.6,8.9,12.8,no,0.0,7.0,0.0,11.7,4.1,12.8,yes,emergency,29.1,9.9,18,15,75.5,expert,13.0,0.0,no,no,20.7,SUP-123,562.0,6.0,1.8,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9438,97.7428,1489.4,2.302,307.0,211.2,,8.5,625.5,5726.1,6977.74,52.35,0.0,13.09,100,3560.0,725.09,64.1,72.0659
MFG-LINE-PLT-004-07,PLT-004,WC-026,SHF-PLT-004-20201123-3,2020-11-23,3,431.0,PRD-2020-SKU-02097,industrial_machinery,WO-2020-70824,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,249.532,12.477,225.43,576.97,255.22,270.12,0.05,WC-003,256.23,93.35,WC-005,231.48,129,81,80,1,0,1,14.34,18.05,0.7945,99.9183,81,4.3,9,-37.21,1.39,431.0,338.9,0.7863,0.7944,0.9877,0.6169,18.46,29.93,92.1,21.0,1,equipment_failure,average,availability_loss,0.0,0,92.1,0.0,8,53.9,11.5,17.3,no,44.0,13.3,21.3,5.5,8.0,0.0,no,corrective,22.9,5.7,10,8,62.9,skilled,10.4,0.0,no,yes,84.8,SUP-163,817.0,4.65,1.05,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9183,99.7053,263.8,3.297,60.4,14.7,,7.8,110.8,2899.05,4439.02,110.21,0.0,27.55,100,9210.0,1869.55,39.1,203.3135
MFG-LINE-PLT-001-01,PLT-001,WC-044,SHF-PLT-001-20221114-1,2022-11-14,1,462.1,PRD-2022-SKU-03789,pharmaceutical,WO-2022-80203,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.184,0.696,19.92,30.98,23.62,24.33,0.03,WC-002,23.58,92.44,WC-007,0.0,1359,1089,1088,1,0,1,155.27,176.47,0.8799,99.99,1089,4.9,15,-19.87,141.26,462.1,462.1,1.0,0.8012,0.9991,0.8005,25.69,32.09,0.0,270.2,1,idling_minor_stops,good,performance_loss,41.3,1,0.0,0.0,0,462.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,5.8,1,1,76.8,skilled,10.7,0.0,no,no,71.0,SUP-147,24.0,5.57,1.36,1.51,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.6527,1634.2,1.502,401.0,158.8,,8.0,686.4,327.11,482.16,43.41,0.0,10.85,300,0.0,10.85,71.6,44.1937
MFG-LINE-PLT-001-02,PLT-001,WC-023,SHF-PLT-001-20240308-3,2024-03-08,3,477.1,PRD-2024-SKU-03622,pharmaceutical,WO-2024-46001,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,62.463,11.806,54.99,185.47,62.99,81.94,0.189,WC-002,66.15,96.27,WC-005,0.0,563,423,422,1,0,1,57.56,70.87,0.8122,99.9439,423,0.7,1,-24.87,2.65,477.1,441.0,0.9243,0.8122,0.9976,0.7489,24.81,33.13,36.1,97.8,1,idling_minor_stops,good,performance_loss,0.0,0,36.1,0.0,3,159.0,12.0,15.8,no,15.8,10.8,0.0,9.5,0.0,0.0,no,predictive,22.7,6.7,24,20,81.9,skilled,15.9,0.0,no,no,79.2,SUP-183,561.0,4.76,1.09,1.1,contamination,labelling,100pct_manual,no,no,no,no,99.9439,97.9303,575.2,1.363,106.1,34.1,,8.2,241.6,6374.24,14007.28,18.65,0.0,4.66,300,10830.0,2170.66,52.2,66.9916
MFG-LINE-PLT-003-03,PLT-003,WC-026,SHF-PLT-003-20240623-3,2024-06-23,3,472.7,PRD-2024-SKU-07748,electronics_pcb,WO-2024-94903,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.109,0.605,10.38,30.73,12.05,13.11,0.05,WC-001,12.16,91.26,WC-003,0.0,2953,2124,2123,1,0,1,297.2,375.0,0.7925,99.9537,2124,0.4,0,-28.07,33.68,472.7,428.8,0.9071,0.7925,0.9995,0.7186,23.59,32.83,43.9,556.1,1,reduced_speed,good,performance_loss,0.0,0,43.9,0.0,4,118.2,11.0,13.2,no,9.6,10.2,0.0,24.1,0.0,0.0,no,corrective,16.8,5.7,9,8,86.1,skilled,3.0,0.0,no,no,24.2,SUP-125,463.0,4.81,1.1,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9537,98.3828,1745.1,0.822,419.6,188.3,,7.9,732.9,1638.57,1644.72,13.51,0.0,3.38,150,6585.0,1320.38,44.3,15.0629
MFG-LINE-PLT-002-04,PLT-002,WC-005,SHF-PLT-002-20240220-2,2024-02-20,2,461.8,PRD-2024-SKU-08997,electronics_pcb,WO-2024-33387,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.588,3.135,15.67,45.92,16.94,21.76,0.189,WC-001,18.6,99.9,WC-005,0.0,1961,1438,1435,3,1,2,216.92,255.32,0.8496,99.7992,1439,1.0,2,-26.67,23.31,461.8,432.2,0.9359,0.7819,0.9979,0.7302,23.42,32.07,29.6,401.1,3,reduced_speed,good,performance_loss,34.4,1,29.6,0.0,3,153.9,9.9,13.3,no,0.0,0.0,25.7,3.9,0.0,0.0,no,preventive,15.6,8.1,9,8,93.5,skilled,1.7,1.6,no,no,17.1,SUP-148,2008.0,4.38,0.96,1.05,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7992,99.0264,873.9,0.609,164.7,54.9,,8.5,367.0,2918.05,5437.55,13.59,13.59,6.79,150,4440.0,908.38,37.5,19.4411
MFG-LINE-PLT-010-03,PLT-010,WC-017,SHF-PLT-010-20210927-1,2021-09-27,1,433.5,PRD-2021-SKU-04472,industrial_machinery,WO-2021-78612,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.815,4.658,35.62,71.79,40.11,46.5,0.12,WC-005,44.43,99.9,WC-002,0.0,745,454,452,2,0,2,92.72,103.45,0.8963,99.7735,454,1.1,3,-39.06,5.21,433.5,325.9,0.7518,0.808,0.9956,0.6047,18.2,30.1,107.6,107.9,2,setup_adjustment,average,availability_loss,32.1,1,107.6,0.0,5,86.7,21.5,40.1,yes,72.2,13.6,16.0,0.0,5.9,0.0,no,preventive,29.1,6.3,13,12,81.5,skilled,6.4,1.9,no,no,69.1,SUP-089,2265.0,4.34,0.95,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7735,98.7161,1026.0,2.27,189.7,87.4,,8.5,430.9,5415.93,13286.72,45.53,0.0,22.77,100,10760.0,2174.77,41.4,87.109
MFG-LINE-PLT-005-05,PLT-005,WC-013,SHF-PLT-005-20240723-1,2024-07-23,1,468.2,PRD-2024-SKU-05861,automotive_body,WO-2024-26374,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,77.763,2.333,71.67,127.48,77.27,81.61,0.03,WC-002,77.44,90.53,WC-001,18.74,460,285,284,1,0,1,46.19,59.02,0.7826,99.9834,285,0.2,0,-38.04,2.6,468.2,399.7,0.8537,0.7249,0.9965,0.6167,20.05,32.51,68.5,108.2,1,idling_minor_stops,average,performance_loss,29.5,1,68.5,0.0,4,117.1,17.1,20.9,no,20.9,32.2,15.4,0.0,0.0,0.0,no,corrective,23.7,6.5,17,14,62.8,semi_skilled,14.5,0.0,no,no,72.0,SUP-023,166.0,5.09,1.2,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9834,97.0015,788.1,2.775,147.0,107.6,15.8,7.8,331.0,2315.81,5308.57,25.5,0.0,6.38,200,13700.0,2746.38,26.3,52.4362
MFG-LINE-PLT-007-02,PLT-007,WC-002,SHF-PLT-007-20240206-2,2024-02-06,2,430.0,PRD-2024-SKU-08406,industrial_machinery,WO-2024-34851,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,253.247,30.39,234.36,640.71,244.8,303.39,0.12,WC-001,266.31,95.6,WC-002,237.71,111,98,97,1,0,1,14.19,15.54,0.9131,99.8342,98,2.0,4,-11.71,13.53,430.0,414.5,0.964,0.9126,0.9898,0.8707,26.0,29.86,15.5,9.4,1,reduced_speed,world_class,performance_loss,0.0,0,15.5,0.0,2,215.0,7.8,8.3,no,0.0,0.0,8.3,7.3,0.0,0.0,no,corrective,32.8,6.1,2,1,89.6,expert,9.4,1.8,no,no,79.4,SUP-112,1658.0,4.44,0.98,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8342,98.1548,164.7,1.698,35.7,24.1,,8.9,69.2,282.9,541.29,93.12,0.0,23.28,100,1550.0,333.28,40.2,102.5768
MFG-LINE-PLT-003-03,PLT-003,WC-013,SHF-PLT-003-20231130-3,2023-11-30,3,440.2,PRD-2023-SKU-04552,electronics_pcb,WO-2023-28482,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.369,0.668,12.15,20.4,13.55,14.47,0.05,WC-001,13.56,92.22,WC-002,0.0,2748,1447,1445,2,0,2,269.18,375.0,0.7178,99.8928,1447,1.5,5,-47.34,13.13,440.2,322.5,0.7326,0.7178,0.9986,0.5252,16.06,30.57,117.7,568.9,2,reduced_speed,average,performance_loss,0.0,0,117.7,0.0,7,62.9,16.8,36.6,yes,36.6,69.9,7.7,0.0,3.5,0.0,no,preventive,16.8,6.3,16,15,76.0,semi_skilled,5.6,1.8,no,no,48.3,SUP-117,1072.0,4.57,1.02,1.03,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8928,98.5663,1800.5,1.246,372.2,111.4,,6.9,756.2,2949.74,4046.78,15.26,0.0,7.63,150,17655.0,3538.63,66.8,20.123
MFG-LINE-PLT-010-02,PLT-010,WC-019,SHF-PLT-010-20220317-1,2022-03-17,1,460.7,PRD-2022-SKU-05358,industrial_machinery,WO-2022-10680,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,329.773,62.327,299.47,819.53,326.11,432.61,0.189,WC-003,401.92,99.9,WC-001,317.39,94,64,63,1,0,1,10.79,12.38,0.8716,99.7039,64,0.3,1,-31.91,0.48,460.7,375.0,0.814,0.8275,0.9844,0.6631,21.21,31.99,85.7,13.3,1,setup_adjustment,average,availability_loss,18.9,1,85.7,0.0,4,115.2,21.4,49.3,yes,75.6,0.0,0.0,10.1,0.0,0.0,no,preventive,32.7,5.3,18,17,63.3,skilled,3.7,0.0,no,no,53.8,SUP-060,2961.0,4.25,0.92,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7039,99.5117,183.4,2.911,42.1,11.8,,8.1,77.0,2494.16,6108.6,30.12,0.0,7.53,100,8570.0,1721.53,25.9,167.1498
MFG-LINE-PLT-002-04,PLT-002,WC-016,SHF-PLT-002-20230606-2,2023-06-06,2,438.8,PRD-2023-SKU-04920,electronics_pcb,WO-2023-34011,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.247,3.26,14.95,40.62,15.61,22.63,0.189,WC-004,18.05,95.13,WC-001,0.0,1864,1316,1313,3,1,2,208.65,255.32,0.8172,99.8226,1317,0.6,2,-29.4,9.45,438.8,418.4,0.9535,0.7391,0.9977,0.7031,21.43,30.48,20.4,464.6,3,idling_minor_stops,good,performance_loss,40.0,1,20.4,0.0,2,219.4,10.2,11.5,no,0.0,0.0,0.0,8.9,11.5,0.0,no,preventive,15.6,5.0,21,19,91.9,skilled,5.3,0.0,no,no,81.8,SUP-170,1774.0,4.42,0.97,1.01,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8226,99.4822,857.4,0.653,178.8,87.9,,8.4,360.1,2895.65,4771.78,5.76,5.76,2.88,150,3060.0,620.64,30.4,11.6128
MFG-LINE-PLT-004-06,PLT-004,WC-020,SHF-PLT-004-20230813-1,2023-08-13,1,474.5,PRD-2023-SKU-05249,industrial_machinery,WO-2023-76202,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,127.604,15.313,110.3,309.83,128.04,152.87,0.12,WC-001,139.67,99.51,WC-003,95.63,252,196,195,1,0,1,28.11,31.97,0.8793,99.9089,196,0.7,2,-22.22,2.47,474.5,442.3,0.9321,0.8316,0.9949,0.7712,25.41,32.95,32.2,39.7,1,idling_minor_stops,good,performance_loss,24.0,2,32.2,0.0,4,118.6,8.1,10.9,no,10.9,0.0,8.5,6.5,6.2,0.0,no,preventive,6.6,5.1,12,10,63.3,skilled,12.6,1.0,no,no,29.0,SUP-025,911.0,4.62,1.04,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9089,99.8847,337.2,1.729,55.6,44.1,,8.8,141.6,3350.47,3707.19,39.32,0.0,9.83,100,3220.0,653.83,49.2,75.7148
MFG-LINE-PLT-005-01,PLT-005,WC-044,SHF-PLT-005-20240104-1,2024-01-04,1,469.7,PRD-2024-SKU-07623,automotive_body,WO-2024-04604,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.427,4.731,36.54,85.23,38.27,47.23,0.12,WC-001,40.78,94.03,WC-004,0.0,819,164,163,1,0,1,91.06,104.65,0.8701,99.9809,164,1.3,3,-79.98,1.1,469.7,215.1,0.458,0.437,0.9939,0.1989,6.49,32.62,254.6,211.3,1,idling_minor_stops,poor,performance_loss,107.1,3,254.6,0.0,9,52.2,28.3,51.0,yes,189.6,23.6,26.2,6.7,0.0,8.5,no,preventive,20.8,5.7,23,19,89.5,skilled,13.1,2.0,no,yes,78.9,SUP-137,191.0,5.05,1.18,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9809,97.6899,365.3,2.241,74.4,42.1,7.3,8.2,153.4,4685.05,9741.3,33.07,0.0,8.27,200,50920.0,10192.27,62.7,121.7781
MFG-LINE-PLT-003-03,PLT-003,WC-017,SHF-PLT-003-20231128-1,2023-11-28,1,478.4,PRD-2023-SKU-04626,electronics_pcb,WO-2023-18241,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.077,0.604,10.56,35.14,12.14,13.07,0.05,WC-001,11.95,89.94,WC-003,0.0,2987,2026,2024,2,1,1,298.08,375.0,0.7949,99.9153,2027,1.1,3,-32.17,12.69,478.4,415.9,0.8694,0.7794,0.999,0.6769,22.49,33.22,62.5,573.4,2,idling_minor_stops,average,performance_loss,8.1,1,62.5,0.0,5,95.7,12.5,20.6,no,0.0,0.0,27.7,26.3,8.5,0.0,no,preventive,16.8,6.2,24,20,92.1,semi_skilled,14.8,0.0,no,no,89.4,SUP-186,847.0,4.64,1.05,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9153,98.2171,1372.3,0.678,267.9,97.5,,8.3,576.4,10142.81,20663.17,10.3,10.3,2.58,150,9375.0,1887.88,59.5,25.5305
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20241001-2,2024-10-01,2,474.8,PRD-2024-SKU-07553,industrial_machinery,WO-2024-67739,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,201.335,6.04,190.6,310.36,202.56,211.3,0.03,WC-002,205.0,92.56,WC-014,180.18,167,136,135,1,0,1,17.8,21.16,0.8412,99.9067,136,0.5,1,-18.56,17.06,474.8,458.3,0.9653,0.8412,0.9926,0.806,26.58,32.98,16.5,25.7,1,idling_minor_stops,good,performance_loss,0.0,0,16.5,0.0,1,474.8,16.5,16.5,no,0.0,16.5,0.0,0.0,0.0,0.0,no,predictive,27.1,5.2,2,1,68.2,skilled,6.3,0.0,no,no,65.0,SUP-118,933.0,4.61,1.04,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9067,98.4756,434.6,3.219,84.0,29.3,,7.9,182.5,204.26,296.84,59.67,0.0,14.92,100,1650.0,344.92,62.2,63.8239
MFG-LINE-PLT-010-03,PLT-010,WC-002,SHF-PLT-010-20240326-1,2024-03-26,1,427.5,PRD-2024-SKU-06464,industrial_machinery,WO-2024-05819,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.399,4.848,37.99,48.99,41.89,48.4,0.12,WC-010,44.1,99.24,WC-005,0.0,735,326,325,1,0,1,89.03,103.45,0.8606,99.8217,326,0.1,0,-55.65,22.81,427.5,241.4,0.5646,0.7834,0.9969,0.441,13.09,29.68,186.1,90.1,1,setup_adjustment,poor,availability_loss,21.7,1,186.1,0.0,8,53.4,23.3,71.1,yes,110.8,35.6,14.4,25.2,0.0,0.0,no,predictive,29.1,4.5,3,2,88.7,skilled,2.5,1.2,no,no,40.5,SUP-071,1783.0,4.41,0.97,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8217,99.4088,1037.7,3.193,229.5,148.3,,7.9,435.8,795.79,1029.56,31.48,0.0,7.87,100,18610.0,3729.87,30.6,37.1933
MFG-LINE-PLT-004-02,PLT-004,WC-033,SHF-PLT-004-20240901-2,2024-09-01,2,454.4,PRD-2024-SKU-06747,industrial_machinery,WO-2024-96047,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,308.999,65.971,268.86,611.53,330.92,417.85,0.213,WC-002,351.61,99.9,WC-001,293.0,120,74,73,1,0,1,11.62,16.0,0.7262,99.5392,74,5.1,12,-38.33,0.57,454.4,412.9,0.9087,0.6721,0.9865,0.6025,19.01,31.55,41.5,36.1,1,idling_minor_stops,average,performance_loss,30.9,1,41.5,0.0,3,151.5,13.8,17.3,no,0.0,0.0,41.5,0.0,0.0,0.0,no,corrective,6.1,4.9,20,17,81.4,semi_skilled,10.2,0.0,no,no,88.8,SUP-029,4608.0,4.1,0.87,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5392,98.0779,217.8,2.983,39.4,22.7,,8.0,91.5,8142.85,15045.67,58.6,0.0,14.65,100,4150.0,844.65,36.7,377.0537
MFG-LINE-PLT-004-01,PLT-004,WC-008,SHF-PLT-004-20220624-1,2022-06-24,1,473.4,PRD-2022-SKU-08534,industrial_machinery,WO-2022-73545,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,238.329,11.916,207.43,609.0,233.99,257.99,0.05,WC-006,256.12,97.7,WC-005,221.14,135,89,88,1,0,1,15.06,17.19,0.8761,99.6796,89,0.7,2,-34.07,2.23,473.4,354.5,0.7488,0.8762,0.9888,0.6488,21.33,32.87,118.9,12.6,1,equipment_failure,average,availability_loss,0.0,0,118.9,0.0,8,59.2,14.9,26.2,no,39.0,52.2,13.0,11.7,3.0,0.0,no,corrective,28.6,5.8,6,5,61.7,skilled,10.8,0.0,no,no,25.7,SUP-064,3204.0,4.23,0.91,0.94,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6796,98.0927,264.5,3.006,46.6,30.4,,8.0,111.1,764.1,773.55,55.91,0.0,13.98,100,11890.0,2391.98,42.2,74.0186
MFG-LINE-PLT-007-01,PLT-007,WC-020,SHF-PLT-007-20231231-2,2023-12-31,2,450.1,PRD-2023-SKU-03944,industrial_machinery,WO-2023-37360,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.341,5.8,167.14,234.53,194.81,202.91,0.03,WC-005,197.27,92.76,WC-004,172.18,158,100,99,1,0,1,18.46,21.16,0.8724,99.9552,100,0.1,0,-36.71,0.57,450.1,430.3,0.956,0.6588,0.99,0.6235,19.49,31.26,19.8,51.8,1,reduced_speed,average,performance_loss,105.3,3,19.8,0.0,2,225.1,9.9,11.4,no,11.4,0.0,0.0,0.0,8.4,0.0,no,corrective,27.1,6.4,24,23,74.0,multi_skilled,3.8,0.0,no,no,15.4,SUP-153,448.0,4.82,1.11,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9552,98.3392,289.9,2.928,63.4,24.6,,8.0,121.8,8702.84,13327.93,29.65,0.0,7.41,100,1980.0,403.41,40.9,252.4825
MFG-LINE-PLT-004-06,PLT-004,WC-020,SHF-PLT-004-20231119-2,2023-11-19,2,469.1,PRD-2023-SKU-08749,industrial_machinery,WO-2023-88292,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,188.697,22.644,176.92,556.47,187.22,226.06,0.12,WC-002,206.6,99.53,WC-001,156.73,244,144,141,3,1,2,19.02,31.97,0.5949,97.9317,145,1.0,3,-40.98,1.13,469.1,454.4,0.9687,0.5948,0.9792,0.5641,18.38,32.57,14.7,98.1,3,reduced_speed,average,performance_loss,0.0,0,14.7,0.0,2,234.5,7.4,10.0,no,0.0,4.7,0.0,10.0,0.0,0.0,no,predictive,6.6,6.7,18,16,85.9,trainee,6.6,0.0,no,no,13.6,SUP-136,20683.0,3.54,0.68,0.7,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,97.9317,96.848,399.5,2.833,90.4,55.4,,8.1,167.8,4390.72,6568.56,75.52,75.52,37.76,100,1470.0,407.28,41.4,154.8522
MFG-LINE-PLT-006-01,PLT-006,WC-030,SHF-PLT-006-20240728-3,2024-07-28,3,471.7,PRD-2024-SKU-04839,food_beverage,WO-2024-68041,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.363,3.404,25.24,57.26,29.84,33.98,0.12,WC-008,32.5,99.9,WC-002,0.0,1149,700,699,1,0,1,126.76,146.34,0.8662,99.889,700,0.5,1,-39.08,5.23,471.7,362.1,0.7677,0.7925,0.9986,0.6075,19.9,32.76,109.6,183.3,1,equipment_failure,average,availability_loss,30.8,1,109.6,0.0,6,78.6,18.3,29.1,no,28.1,3.0,35.0,14.4,0.0,29.1,no,preventive,33.4,4.9,18,17,60.7,expert,1.5,0.0,no,no,88.4,SUP-030,1110.0,4.56,1.02,1.04,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.889,97.4747,113.9,0.163,19.9,14.1,,9.2,47.8,4270.16,6492.61,4.24,0.0,1.06,80,8768.0,1754.66,39.3,19.6434
MFG-LINE-PLT-007-02,PLT-007,WC-037,SHF-PLT-007-20201126-1,2020-11-26,1,432.7,PRD-2020-SKU-08376,industrial_machinery,WO-2020-17428,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,381.473,45.777,329.7,786.5,377.08,457.01,0.12,WC-001,411.66,98.1,WC-002,365.93,111,40,39,1,0,1,9.35,15.54,0.6017,99.4458,40,4.8,14,-63.96,0.3,432.7,256.6,0.593,0.6017,0.975,0.3479,10.45,30.05,176.1,26.5,1,setup_adjustment,poor,availability_loss,0.0,0,176.1,0.0,10,43.3,17.6,58.7,yes,121.4,31.5,9.5,13.7,0.0,0.0,no,preventive,32.8,5.6,19,18,73.7,trainee,1.2,0.0,no,yes,41.6,SUP-106,5542.0,4.04,0.85,0.88,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.4458,98.1424,86.9,2.228,21.1,7.3,,8.5,36.5,7263.89,15013.16,29.03,0.0,7.26,100,17610.0,3529.26,32.7,600.9808
MFG-LINE-PLT-005-03,PLT-005,WC-003,SHF-PLT-005-20240706-1,2024-07-06,1,439.9,PRD-2024-SKU-01261,automotive_body,WO-2024-30340,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,71.688,3.584,67.26,124.36,71.08,77.6,0.05,WC-001,71.62,90.82,WC-002,8.09,466,232,231,1,0,1,50.19,63.6,0.7892,99.9484,232,4.9,13,-50.21,7.88,439.9,337.4,0.767,0.6486,0.9957,0.4953,15.13,30.55,102.5,125.7,1,idling_minor_stops,poor,performance_loss,60.1,2,102.5,0.0,6,73.3,17.1,31.0,yes,31.0,32.8,38.7,0.0,0.0,0.0,no,preventive,32.9,5.5,5,4,80.3,semi_skilled,2.9,0.0,no,no,44.2,SUP-197,516.0,4.78,1.09,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9484,98.986,541.9,2.346,117.3,49.0,10.8,8.1,227.6,1650.79,2688.64,41.6,0.0,10.4,200,20500.0,4110.4,72.1,60.5655
MFG-LINE-PLT-010-03,PLT-010,WC-008,SHF-PLT-010-20211105-2,2021-11-05,2,460.4,PRD-2021-SKU-05498,industrial_machinery,WO-2021-61816,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,46.599,5.592,39.63,82.82,48.2,55.83,0.12,WC-005,50.76,99.02,WC-003,0.0,791,537,535,2,0,2,77.2,103.45,0.7463,99.7062,537,0.3,0,-32.11,5.81,460.4,417.4,0.9066,0.7463,0.9963,0.674,21.55,31.97,43.0,182.6,2,idling_minor_stops,average,performance_loss,0.0,0,43.0,0.0,2,230.2,21.5,30.9,yes,30.9,0.0,12.1,0.0,0.0,0.0,no,corrective,29.1,5.3,13,12,63.6,semi_skilled,5.9,0.0,no,no,56.4,SUP-049,2938.0,4.25,0.92,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7062,99.381,1480.3,2.767,353.5,192.4,,8.2,621.7,5101.86,6401.04,85.88,0.0,42.94,100,4300.0,902.94,51.5,107.7018
MFG-LINE-PLT-006-01,PLT-006,WC-046,SHF-PLT-006-20240602-2,2024-06-02,2,446.2,PRD-2024-SKU-09904,food_beverage,WO-2024-68817,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.843,3.581,27.54,36.28,30.56,35.75,0.12,WC-002,34.86,99.9,WC-006,0.0,1086,721,719,2,1,1,120.59,146.34,0.824,99.8251,722,0.9,1,-33.61,16.11,446.2,358.7,0.8039,0.824,0.9972,0.6606,20.47,30.99,87.5,154.0,2,setup_adjustment,average,availability_loss,0.0,0,87.5,0.0,6,74.4,14.6,24.3,no,21.8,41.4,14.7,9.7,0.0,0.0,no,predictive,33.4,4.2,7,6,65.0,skilled,3.5,0.0,no,yes,87.4,SUP-003,1749.0,4.42,0.97,1.11,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8251,96.9429,375.3,0.522,72.8,23.2,,7.4,157.6,1787.55,1989.61,9.98,9.98,2.5,80,7000.0,1412.48,37.3,15.2611
MFG-LINE-PLT-005-04,PLT-005,WC-013,SHF-PLT-005-20241227-2,2024-12-27,2,472.1,PRD-2024-SKU-06322,automotive_body,WO-2024-92228,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,55.666,6.68,48.99,78.82,56.46,66.69,0.12,WC-002,57.71,94.25,WC-004,0.0,605,421,419,2,0,2,64.53,77.25,0.8353,99.6667,421,1.6,3,-30.41,6.66,472.1,408.7,0.8657,0.8,0.9952,0.6893,22.6,32.79,63.4,105.3,2,idling_minor_stops,average,performance_loss,17.3,1,63.4,0.0,4,118.0,15.8,29.1,no,8.8,0.0,47.3,7.3,0.0,0.0,no,corrective,15.6,5.8,9,8,80.7,skilled,10.4,0.0,no,no,64.7,SUP-117,3333.0,4.21,0.9,0.91,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,no,no,99.6667,96.9052,997.2,2.38,185.5,86.3,19.9,8.1,418.8,2792.16,4627.84,25.03,0.0,12.52,200,12680.0,2548.52,67.5,42.8583
MFG-LINE-PLT-010-01,PLT-010,WC-035,SHF-PLT-010-20230626-1,2023-06-26,1,429.2,PRD-2023-SKU-07889,industrial_machinery,WO-2023-98019,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,323.434,25.875,286.34,443.49,347.62,366.13,0.08,WC-001,332.98,93.59,WC-002,310.56,91,44,43,1,0,1,11.09,12.87,0.8617,99.8278,44,0.5,1,-51.65,1.0,429.2,312.8,0.7288,0.6557,0.9773,0.467,13.92,29.81,116.4,23.1,1,reduced_speed,poor,performance_loss,74.9,2,116.4,0.0,3,143.1,38.8,96.6,yes,96.6,0.0,19.8,0.0,0.0,0.0,no,corrective,19.7,4.4,7,6,90.8,skilled,7.4,0.7,no,yes,46.5,SUP-187,1722.0,4.43,0.98,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8278,99.2014,122.2,2.843,29.9,13.5,,8.1,51.3,2317.83,3877.06,23.81,0.0,5.95,100,11640.0,2333.95,61.9,168.4309
MFG-LINE-PLT-005-05,PLT-005,WC-009,SHF-PLT-005-20211127-2,2021-11-27,2,470.0,PRD-2021-SKU-03584,automotive_body,WO-2021-42031,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,103.884,3.117,94.73,151.69,102.15,109.03,0.03,WC-003,104.9,91.8,WC-001,44.86,462,268,267,1,0,1,34.61,59.02,0.5864,99.9683,268,3.9,15,-41.99,2.62,470.0,464.6,0.9885,0.5864,0.9963,0.5775,18.85,32.64,5.4,189.0,1,reduced_speed,average,performance_loss,0.0,0,5.4,0.0,1,470.0,5.4,5.4,no,0.0,0.0,0.0,0.0,5.4,0.0,no,preventive,23.7,5.5,15,13,87.0,trainee,12.2,0.0,no,no,87.0,SUP-073,317.0,4.92,1.14,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9683,98.0518,765.0,2.865,165.5,68.5,15.3,7.7,321.3,2034.68,3306.61,53.79,0.0,13.45,200,1080.0,229.45,66.1,73.9963
MFG-LINE-PLT-003-01,PLT-003,WC-043,SHF-PLT-003-20221127-1,2022-11-27,1,459.5,PRD-2022-SKU-01207,electronics_pcb,WO-2022-68176,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.516,1.076,19.97,36.95,21.71,23.29,0.05,WC-001,21.93,92.65,WC-009,0.0,1344,989,988,1,0,1,167.26,175.61,0.9525,99.9568,989,1.4,3,-26.41,7.17,459.5,354.8,0.7721,0.9525,0.999,0.7347,23.44,31.91,104.7,49.3,1,setup_adjustment,good,availability_loss,0.0,0,104.7,0.0,7,65.6,15.0,27.8,no,48.3,19.0,0.0,25.4,12.0,0.0,no,preventive,24.0,6.2,21,18,92.5,multi_skilled,13.1,1.3,no,no,66.0,SUP-002,432.0,4.83,1.11,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9568,97.442,621.5,0.629,136.3,44.6,,8.4,261.0,3166.0,5331.86,31.52,0.0,7.88,150,15705.0,3148.88,46.5,40.153
MFG-LINE-PLT-005-03,PLT-005,WC-020,SHF-PLT-005-20240107-3,2024-01-07,3,460.7,PRD-2024-SKU-02026,automotive_body,WO-2024-27950,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,105.546,5.277,90.28,149.98,107.28,114.25,0.05,WC-001,103.27,88.95,WC-002,41.95,487,208,207,1,0,1,33.97,63.6,0.5341,99.9101,208,5.0,19,-57.29,1.59,460.7,367.4,0.7975,0.5341,0.9952,0.4239,13.56,31.99,93.3,181.5,1,reduced_speed,poor,performance_loss,0.0,0,93.3,0.0,6,76.8,15.6,33.2,yes,52.0,17.0,10.5,7.7,6.1,0.0,no,preventive,32.9,4.3,19,17,73.7,trainee,9.8,0.0,no,no,36.9,SUP-140,899.0,4.62,1.04,1.07,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9101,99.6153,544.6,2.631,104.3,49.4,10.9,7.9,228.7,5231.71,5216.29,104.84,0.0,26.21,200,18660.0,3758.21,45.2,155.8199
MFG-LINE-PLT-003-02,PLT-003,WC-037,SHF-PLT-003-20230630-2,2023-06-30,2,452.9,PRD-2023-SKU-08956,electronics_pcb,WO-2023-58999,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,49.799,5.976,46.1,75.61,49.5,59.66,0.12,WC-001,49.63,90.6,WC-001,0.0,743,519,518,1,0,1,72.24,98.63,0.7324,99.8572,519,2.9,8,-30.15,68.63,452.9,431.1,0.9519,0.7324,0.9981,0.6958,21.88,31.45,21.8,189.6,1,idling_minor_stops,average,performance_loss,0.0,0,21.8,0.0,2,226.4,10.9,12.5,no,0.0,12.5,0.0,9.4,0.0,0.0,no,preventive,24.8,5.5,1,1,85.0,semi_skilled,2.3,0.0,no,no,55.1,SUP-008,1428.0,4.48,0.99,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8572,98.1623,474.5,0.916,88.2,55.3,,7.7,199.3,312.15,640.61,7.57,0.0,1.89,150,3270.0,655.89,39.1,9.4239
MFG-LINE-PLT-001-01,PLT-001,WC-047,SHF-PLT-001-20210204-1,2021-02-04,1,464.4,PRD-2021-SKU-07057,pharmaceutical,WO-2021-55734,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,32.81,0.984,28.53,40.19,33.07,34.43,0.03,WC-007,33.94,94.05,WC-009,0.0,1365,551,550,1,0,1,109.58,176.47,0.621,99.99,551,0.1,0,-59.63,3.95,464.4,339.0,0.7299,0.5527,0.9982,0.4027,12.99,32.25,125.4,445.9,1,reduced_speed,poor,performance_loss,37.3,1,125.4,0.0,4,116.1,31.3,62.4,yes,84.9,16.0,24.5,0.0,0.0,0.0,no,corrective,26.8,7.1,21,18,87.4,trainee,10.4,1.6,no,no,77.2,SUP-029,97.0,5.23,1.24,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.7431,1139.6,2.072,200.1,132.9,,7.2,478.6,4731.99,4612.26,41.0,0.0,10.25,300,37620.0,7534.25,48.5,58.0641
MFG-LINE-PLT-002-01,PLT-002,WC-005,SHF-PLT-002-20211207-2,2021-12-07,2,459.2,PRD-2021-SKU-09738,electronics_pcb,WO-2021-63247,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,41.167,2.058,39.04,64.55,39.08,44.56,0.05,WC-001,43.0,94.96,WC-002,0.0,722,591,590,1,0,1,87.43,94.49,0.9253,99.9707,591,1.2,3,-18.14,15.42,459.2,405.6,0.8833,0.9253,0.9983,0.8159,26.02,31.89,53.6,47.7,1,setup_adjustment,good,availability_loss,0.0,0,53.6,0.0,3,153.1,17.9,35.1,yes,35.1,0.0,0.0,7.6,10.9,0.0,no,preventive,26.7,6.8,6,5,61.8,expert,1.8,0.0,no,no,15.8,SUP-018,293.0,4.94,1.15,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,yes,99.9707,98.5887,667.9,1.132,150.9,61.5,,7.2,280.5,2398.44,4157.61,19.43,0.0,4.86,150,8040.0,1612.86,30.3,30.5749
MFG-LINE-PLT-005-06,PLT-005,WC-004,SHF-PLT-005-20211116-3,2021-11-16,3,437.5,PRD-2021-SKU-01150,automotive_body,WO-2021-89548,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.338,4.367,74.44,111.02,86.43,94.54,0.05,WC-009,91.65,95.4,WC-006,39.34,349,169,168,1,0,1,41.05,48.0,0.8552,99.9856,169,1.1,2,-51.58,1.92,437.5,287.9,0.6581,0.7337,0.9941,0.48,14.58,30.38,149.6,61.3,1,equipment_failure,poor,availability_loss,40.9,2,149.6,0.0,8,54.7,18.7,45.2,yes,88.3,0.0,30.4,0.0,3.7,27.1,no,preventive,32.1,5.6,16,12,66.0,expert,20.8,0.0,no,no,36.1,SUP-117,144.0,5.13,1.21,1.21,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9856,98.2132,488.5,2.908,123.0,63.0,9.8,7.7,205.2,3048.05,5102.88,12.72,0.0,3.18,200,29920.0,5987.18,67.4,61.3132
MFG-LINE-PLT-003-04,PLT-003,WC-040,SHF-PLT-003-20230616-2,2023-06-16,2,445.0,PRD-2023-SKU-06122,electronics_pcb,WO-2023-31081,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.347,1.567,27.62,67.43,30.57,33.93,0.05,WC-007,31.92,92.56,WC-004,0.0,984,753,752,1,0,1,114.84,132.84,0.8645,99.9365,753,0.5,1,-23.48,16.9,445.0,393.4,0.8841,0.8645,0.9987,0.7632,23.59,30.9,51.6,118.0,1,idling_minor_stops,good,performance_loss,0.0,0,51.6,0.0,3,148.3,17.2,29.5,no,15.9,29.5,0.0,6.2,0.0,0.0,no,corrective,11.0,7.5,7,6,90.6,skilled,11.7,0.0,no,no,63.8,SUP-195,635.0,4.72,1.07,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9365,97.7568,612.1,0.814,150.2,61.7,,8.0,257.1,2828.36,2608.23,3.83,0.0,0.96,150,7740.0,1548.96,43.6,11.0646
MFG-LINE-PLT-002-04,PLT-002,WC-007,SHF-PLT-002-20240325-3,2024-03-25,3,464.4,PRD-2024-SKU-01011,electronics_pcb,WO-2024-94781,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.913,3.385,15.54,37.76,18.9,23.5,0.189,WC-006,19.64,99.69,WC-002,0.0,1973,1470,1468,2,1,1,200.84,255.32,0.7866,99.8697,1471,0.6,1,-25.49,18.97,464.4,439.2,0.9457,0.7866,0.9986,0.7429,23.96,32.25,25.2,398.8,2,reduced_speed,good,performance_loss,0.0,0,25.2,0.0,2,232.2,12.6,17.4,no,0.0,25.2,0.0,0.0,0.0,0.0,no,corrective,15.6,5.0,12,10,93.2,skilled,14.7,0.0,no,no,21.6,SUP-051,1303.0,4.51,1.0,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8697,98.3533,412.5,0.281,106.5,55.9,,9.3,173.2,2462.53,4882.31,20.32,20.32,5.08,150,3780.0,781.4,64.6,25.351
MFG-LINE-PLT-002-04,PLT-002,WC-010,SHF-PLT-002-20240414-1,2024-04-14,1,467.3,PRD-2024-SKU-02163,electronics_pcb,WO-2024-96406,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.833,2.992,14.48,32.68,16.28,20.77,0.189,WC-004,17.98,99.9,WC-002,0.0,1984,1770,1766,4,2,2,227.25,255.32,0.8901,99.8008,1772,1.2,4,-10.79,56.68,467.3,467.3,1.0,0.8901,0.9977,0.888,28.82,32.45,0.0,218.6,4,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,467.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,7.3,5,4,60.1,skilled,0.4,0.0,no,no,82.3,SUP-195,1992.0,4.38,0.96,0.97,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8008,99.5558,1479.9,0.838,319.0,176.7,,7.9,621.6,1934.11,1918.98,9.82,19.64,4.91,150,0.0,24.55,29.3,12.0241
MFG-LINE-PLT-002-04,PLT-002,WC-006,SHF-PLT-002-20230630-3,2023-06-30,3,442.0,PRD-2023-SKU-09289,electronics_pcb,WO-2023-42933,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.239,3.258,15.37,46.0,16.86,22.61,0.189,WC-006,19.95,99.9,WC-004,0.0,1878,1538,1535,3,1,2,208.78,255.32,0.8177,99.8654,1539,3.3,9,-18.1,13.02,442.0,442.0,1.0,0.8177,0.998,0.8161,25.05,30.69,0.0,342.9,3,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,442.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.2,19,16,81.5,skilled,14.2,0.0,yes,no,16.6,SUP-042,1346.0,4.5,1.0,1.08,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8654,99.5146,678.5,0.442,131.6,93.9,,8.9,285.0,7013.02,8717.79,14.43,14.43,7.21,150,0.0,21.64,33.9,24.7063
MFG-LINE-PLT-010-03,PLT-010,WC-034,SHF-PLT-010-20240830-3,2024-08-30,3,470.2,PRD-2024-SKU-05644,industrial_machinery,WO-2024-12546,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.733,5.968,46.15,106.44,49.08,59.58,0.12,WC-009,54.93,99.9,WC-006,0.0,808,244,243,1,0,1,72.2,103.45,0.6979,99.6932,244,2.4,6,-69.8,2.21,470.2,317.6,0.6755,0.4455,0.9959,0.2997,9.79,32.66,152.6,303.7,1,reduced_speed,poor,performance_loss,114.9,3,152.6,0.0,6,78.4,25.4,58.1,yes,123.8,3.5,0.0,25.3,0.0,0.0,no,preventive,29.1,5.3,19,14,83.9,semi_skilled,21.9,0.0,no,no,51.7,SUP-090,3068.0,4.24,0.91,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6932,99.4975,678.9,2.794,141.8,45.6,,8.1,285.1,4465.72,5195.31,52.37,0.0,13.09,100,15260.0,3065.09,36.1,92.3428
MFG-LINE-PLT-004-06,PLT-004,WC-018,SHF-PLT-004-20220920-1,2022-09-20,1,460.4,PRD-2022-SKU-01989,industrial_machinery,WO-2022-73019,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,140.61,16.873,127.31,208.72,142.94,168.45,0.12,WC-001,143.89,93.03,WC-003,108.64,244,179,178,1,0,1,25.59,31.97,0.8004,99.7387,179,0.3,0,-26.64,1.36,460.4,419.7,0.9116,0.8004,0.9944,0.7256,23.2,31.97,40.7,44.6,1,idling_minor_stops,good,performance_loss,0.0,0,40.7,0.0,2,230.2,20.4,33.5,yes,33.5,0.0,0.0,0.0,7.2,0.0,no,predictive,6.6,7.4,20,17,64.9,semi_skilled,13.5,0.0,no,no,13.4,SUP-031,2613.0,4.29,0.93,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7387,99.4046,530.3,2.979,90.9,40.0,,8.0,222.7,7262.38,10196.61,77.59,0.0,19.4,100,4070.0,833.4,44.1,176.1101
MFG-LINE-PLT-006-02,PLT-006,WC-044,SHF-PLT-006-20200822-3,2020-08-22,3,465.8,PRD-2020-SKU-02333,food_beverage,WO-2020-86716,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.247,1.11,8.6,20.6,10.01,11.08,0.12,WC-009,10.14,99.69,WC-001,0.0,4225,1835,1831,4,1,3,389.3,545.45,0.7137,99.7847,1836,3.9,14,-56.57,16.85,465.8,324.5,0.6967,0.622,0.9978,0.4324,13.99,32.35,141.3,1115.2,4,idling_minor_stops,poor,performance_loss,41.7,1,141.3,0.0,6,77.6,23.6,43.4,yes,76.9,16.5,0.0,7.0,20.1,20.7,no,corrective,15.5,5.1,16,14,81.1,semi_skilled,9.9,0.0,no,yes,80.9,SUP-034,2153.0,4.35,0.95,0.98,contamination,labelling,sampling_plan_ansi,yes,yes,yes,yes,99.7847,97.9559,1309.2,0.715,270.4,78.7,,6.4,549.9,4260.17,9455.58,9.31,9.31,6.98,80,11304.0,2277.09,71.1,16.8212
MFG-LINE-PLT-002-02,PLT-002,WC-008,SHF-PLT-002-20220621-3,2022-06-21,3,477.8,PRD-2022-SKU-06170,electronics_pcb,WO-2022-56759,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.436,0.433,12.97,28.95,14.43,15.15,0.03,WC-008,14.84,93.47,WC-002,0.0,2239,1859,1858,1,0,1,249.32,281.25,0.8865,99.9751,1859,1.1,2,-16.97,38.88,477.8,477.8,1.0,0.83,0.9995,0.8295,27.52,33.18,0.0,380.8,1,reduced_speed,good,performance_loss,30.4,1,0.0,0.0,0,477.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.1,7,6,69.5,expert,6.2,0.0,no,no,58.8,SUP-005,249.0,4.98,1.16,1.31,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9751,97.4009,520.2,0.28,113.6,29.9,,9.3,218.5,2019.5,5023.62,22.5,0.0,5.62,150,0.0,5.62,32.1,26.3028
MFG-LINE-PLT-010-04,PLT-010,WC-037,SHF-PLT-010-20240719-1,2024-07-19,1,467.5,PRD-2024-SKU-04411,industrial_machinery,WO-2024-14072,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,271.362,32.563,257.03,620.69,276.99,325.09,0.12,WC-002,300.82,99.9,WC-004,257.74,106,94,93,1,0,1,13.2,13.62,0.9692,99.8907,94,0.7,2,-11.32,1.33,467.5,427.3,0.914,0.969,0.9894,0.8763,28.45,32.47,40.2,3.0,1,setup_adjustment,world_class,availability_loss,0.0,0,40.2,0.0,3,155.8,13.4,22.5,no,0.0,22.5,0.0,11.6,6.1,0.0,no,predictive,14.7,6.7,11,9,88.3,expert,14.3,0.0,no,no,13.9,SUP-122,1093.0,4.56,1.02,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8907,99.8694,217.2,2.335,46.0,19.2,,8.4,91.2,3606.8,5585.23,41.36,0.0,10.34,100,4020.0,814.34,51.3,140.6438
MFG-LINE-PLT-006-01,PLT-006,WC-021,SHF-PLT-006-20240210-1,2024-02-10,1,455.7,PRD-2024-SKU-08157,food_beverage,WO-2024-87441,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.041,3.365,25.13,35.72,27.02,33.59,0.12,WC-004,30.73,99.61,WC-001,0.0,1110,932,931,1,0,1,128.34,146.34,0.877,99.9074,932,0.5,1,-16.04,13.62,419.7,399.7,0.9523,0.956,0.9989,0.9094,26.51,29.15,20.0,42.9,1,equipment_failure,world_class,availability_loss,0.0,0,20.0,36.0,2,227.9,10.0,11.3,no,0.0,8.8,11.3,0.0,0.0,0.0,yes,preventive,33.4,4.7,10,9,62.1,skilled,0.8,1.1,no,yes,44.6,SUP-004,926.0,4.61,1.04,1.04,contamination,labelling,sampling_plan_ansi,yes,yes,yes,no,99.9074,99.05,367.7,0.395,94.3,35.2,,8.0,154.4,2484.14,2539.26,10.1,0.0,2.52,80,1600.0,322.52,42.3,15.5066
MFG-LINE-PLT-010-01,PLT-010,WC-030,SHF-PLT-010-20200429-3,2020-04-29,3,472.6,PRD-2020-SKU-08393,industrial_machinery,WO-2020-98157,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,334.796,26.784,295.46,937.46,328.08,378.99,0.08,WC-001,348.3,94.58,WC-004,321.93,101,69,68,1,0,1,10.72,12.87,0.8329,99.7256,69,2.1,6,-31.68,0.51,472.6,467.0,0.9881,0.6888,0.9855,0.6708,22.01,32.82,5.6,31.2,1,idling_minor_stops,average,performance_loss,80.6,3,5.6,0.0,1,472.6,5.6,5.6,no,0.0,0.0,0.0,0.0,5.6,0.0,no,corrective,19.7,6.3,22,17,83.8,multi_skilled,20.4,0.0,no,no,84.5,SUP-074,2744.0,4.28,0.93,0.94,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7256,98.6618,212.4,3.123,47.3,20.2,,7.9,89.2,7237.79,12919.62,64.82,0.0,16.2,100,560.0,128.2,49.6,362.2057
MFG-LINE-PLT-010-03,PLT-010,WC-010,SHF-PLT-010-20230328-2,2023-03-28,2,445.3,PRD-2023-SKU-01038,industrial_machinery,WO-2023-53304,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.879,5.025,39.29,68.91,39.71,50.17,0.12,WC-001,43.36,94.12,WC-005,0.0,766,475,474,1,0,1,85.91,103.45,0.8304,99.7921,475,0.1,0,-37.99,3.04,445.3,391.9,0.8801,0.703,0.9979,0.6174,19.09,30.92,53.4,200.7,1,reduced_speed,average,performance_loss,60.1,2,53.4,0.0,4,111.3,13.3,19.9,no,19.9,18.0,0.0,0.0,15.5,0.0,no,predictive,29.1,6.2,22,21,69.3,skilled,0.2,0.0,no,no,82.1,SUP-097,2079.0,4.37,0.96,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7921,98.8448,976.0,2.059,221.9,49.4,,8.6,409.9,8733.29,10349.99,38.84,0.0,9.71,100,5340.0,1077.71,32.5,79.182
MFG-LINE-PLT-007-02,PLT-007,WC-046,SHF-PLT-007-20200111-1,2020-01-11,1,435.1,PRD-2020-SKU-05906,industrial_machinery,WO-2020-87793,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,264.574,31.749,242.88,594.26,265.25,316.96,0.12,WC-001,295.38,99.9,WC-002,249.03,112,93,92,1,0,1,13.57,15.54,0.8732,99.866,93,0.1,0,-16.96,12.69,435.1,411.1,0.9448,0.8733,0.9892,0.8162,24.66,30.21,24.0,13.5,1,reduced_speed,good,performance_loss,0.0,0,24.0,0.0,3,145.0,8.0,12.3,no,0.0,0.0,12.3,11.8,0.0,0.0,no,emergency,32.8,4.2,2,1,60.7,skilled,1.8,0.0,no,yes,25.4,SUP-128,1340.0,4.5,1.0,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.866,96.9348,379.5,4.125,81.2,27.0,,7.2,159.4,367.6,814.09,39.96,0.0,9.99,100,2400.0,489.99,63.3,53.2388
MFG-LINE-PLT-004-02,PLT-004,WC-039,SHF-PLT-004-20210509-2,2021-05-09,2,425.1,PRD-2021-SKU-08824,industrial_machinery,WO-2021-97311,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,299.806,64.008,257.23,590.58,327.91,405.42,0.213,WC-002,314.76,95.44,WC-001,283.81,112,73,72,1,0,1,11.93,16.0,0.7456,99.5455,73,0.8,1,-34.82,0.85,425.1,367.3,0.864,0.7453,0.9863,0.6352,18.75,29.52,57.8,24.9,1,reduced_speed,average,performance_loss,0.0,0,57.8,0.0,1,425.1,57.8,57.8,yes,57.8,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,5.5,14,12,91.8,semi_skilled,7.6,0.0,no,no,54.4,SUP-026,4545.0,4.11,0.87,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5455,96.7961,144.9,2.012,39.9,12.4,,8.7,60.9,2552.46,2693.51,38.26,0.0,9.56,100,5780.0,1165.56,28.3,111.6521
MFG-LINE-PLT-010-02,PLT-010,WC-035,SHF-PLT-010-20230726-2,2023-07-26,2,458.1,PRD-2023-SKU-09390,industrial_machinery,WO-2023-49887,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,326.347,58.253,279.28,605.75,347.68,422.46,0.178,WC-004,398.89,99.9,WC-001,313.97,94,65,64,1,0,1,10.93,12.38,0.8829,99.7413,65,1.6,5,-30.85,0.52,458.1,376.8,0.8225,0.8365,0.9846,0.6774,21.55,31.81,81.3,12.7,1,equipment_failure,average,availability_loss,19.9,2,81.3,0.0,3,152.7,27.1,46.7,yes,0.0,46.7,18.1,0.0,0.0,16.6,no,corrective,32.7,6.5,19,16,78.1,multi_skilled,11.8,0.0,no,no,40.8,SUP-013,2587.0,4.3,0.93,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7413,97.4596,197.4,3.085,48.8,23.5,,7.9,82.9,6959.17,8308.09,22.59,0.0,5.65,100,8130.0,1631.65,53.7,261.4939
MFG-LINE-PLT-004-05,PLT-004,WC-022,SHF-PLT-004-20201007-1,2020-10-07,1,471.1,PRD-2020-SKU-09253,industrial_machinery,WO-2020-57278,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,195.429,9.771,168.26,497.51,190.45,211.55,0.05,WC-008,202.5,94.2,WC-009,171.64,186,128,127,1,0,1,18.29,23.79,0.7688,99.838,128,3.3,10,-31.18,1.24,471.1,432.0,0.917,0.7472,0.9922,0.6798,22.24,32.72,39.1,43.3,1,reduced_speed,average,performance_loss,12.2,1,39.1,0.0,3,157.0,13.0,17.3,no,29.6,9.5,0.0,0.0,0.0,0.0,no,corrective,3.8,5.6,16,13,74.6,semi_skilled,14.1,0.0,no,yes,60.3,SUP-157,1620.0,4.44,0.98,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.838,97.3901,249.9,1.968,56.7,29.5,,8.7,105.0,3769.05,7727.41,139.86,0.0,34.97,100,3910.0,816.97,72.5,231.4846
MFG-LINE-PLT-003-05,PLT-003,WC-038,SHF-PLT-003-20201119-1,2020-11-19,1,471.7,PRD-2020-SKU-06287,electronics_pcb,WO-2020-47166,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.827,5.259,39.44,69.57,42.75,52.5,0.12,WC-004,46.07,95.57,WC-005,0.0,723,621,620,1,0,1,82.13,92.07,0.892,99.9373,621,1.4,3,-14.11,3.76,431.3,413.3,0.9583,0.9793,0.9984,0.9369,28.06,29.95,18.0,13.1,1,equipment_failure,world_class,availability_loss,0.0,0,18.0,40.4,2,235.8,9.0,11.0,no,0.0,0.0,0.0,0.0,18.0,0.0,yes,preventive,2.5,7.2,23,21,71.1,skilled,5.8,0.0,no,no,52.2,SUP-031,627.0,4.73,1.08,1.24,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9373,98.6444,409.2,0.66,68.8,38.3,,8.3,171.9,7533.9,12743.34,15.99,0.0,4.0,150,2700.0,544.0,31.6,48.721
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20220706-1,2022-07-06,1,450.4,PRD-2022-SKU-09219,electronics_pcb,WO-2022-47834,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.789,1.189,20.68,35.12,23.71,25.75,0.05,WC-006,24.8,94.78,WC-002,0.0,1317,995,994,1,0,1,151.29,175.61,0.8615,99.9157,995,0.4,1,-24.45,6.62,450.4,394.6,0.8761,0.8615,0.999,0.754,23.58,31.28,55.8,160.0,1,idling_minor_stops,good,performance_loss,0.0,0,55.8,0.0,5,90.1,11.2,18.0,no,0.0,0.0,40.2,6.2,9.4,0.0,no,corrective,24.0,4.7,24,20,79.7,skilled,14.7,0.0,no,no,72.4,SUP-119,843.0,4.64,1.05,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9157,98.9944,948.3,0.954,239.3,120.5,,7.6,398.3,6332.82,8807.14,6.21,0.0,1.55,150,8370.0,1675.55,42.2,21.4476
MFG-LINE-PLT-008-02,PLT-008,WC-044,SHF-PLT-008-20221127-1,2022-11-27,1,477.6,PRD-2022-SKU-07381,medical_devices,WO-2022-57194,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,42.831,3.427,39.52,70.52,43.3,48.49,0.08,WC-005,47.64,99.9,WC-001,0.0,740,644,643,1,0,1,83.99,93.02,0.9029,99.99,644,0.9,1,-12.97,5.38,477.6,477.6,1.0,0.8697,0.9984,0.8683,28.8,33.17,0.0,96.5,1,idling_minor_stops,world_class,performance_loss,17.6,2,0.0,0.0,0,477.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,8.4,7.1,16,15,81.4,skilled,3.4,0.0,no,no,48.9,SUP-085,63.0,5.33,1.28,1.42,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.6198,1023.0,1.591,220.2,57.8,,7.3,429.7,2477.34,3168.16,32.23,0.0,8.06,250,0.0,8.06,65.1,41.0601
MFG-LINE-PLT-009-02,PLT-009,WC-045,SHF-PLT-009-20220119-3,2022-01-19,3,470.4,PRD-2022-SKU-02620,automotive_body,WO-2022-04330,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,36.796,1.84,34.68,95.35,36.7,39.83,0.05,WC-002,36.12,89.25,WC-003,0.0,855,706,705,1,0,1,97.74,109.09,0.896,99.9895,706,0.1,0,-17.43,6.42,470.4,461.2,0.9804,0.8419,0.9986,0.8243,26.93,32.67,9.2,132.6,1,reduced_speed,good,performance_loss,27.8,2,9.2,0.0,2,235.2,4.6,5.2,no,0.0,0.0,0.0,5.2,3.9,0.0,no,corrective,14.2,8.0,16,14,87.9,expert,9.4,0.0,no,no,37.7,SUP-123,105.0,5.21,1.24,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9895,97.2411,1971.2,2.796,432.1,99.0,39.4,7.8,827.9,6674.14,10735.67,14.88,0.0,3.72,200,1840.0,371.72,68.6,39.5959
MFG-LINE-PLT-010-01,PLT-010,WC-042,SHF-PLT-010-20240424-1,2024-04-24,1,467.6,PRD-2024-SKU-07236,industrial_machinery,WO-2024-41773,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,313.961,25.117,296.01,859.31,308.99,355.4,0.08,WC-003,324.7,94.02,WC-002,301.09,100,66,65,1,0,1,11.4,12.87,0.8858,99.9225,66,1.8,6,-34.0,1.39,467.6,375.1,0.8022,0.8203,0.9848,0.648,21.04,32.47,92.5,14.5,1,setup_adjustment,average,availability_loss,27.8,2,92.5,0.0,4,116.9,23.1,56.5,yes,73.0,0.0,10.3,0.0,9.2,0.0,no,preventive,19.7,5.7,7,6,77.6,skilled,7.4,0.0,yes,no,53.3,SUP-022,775.0,4.67,1.06,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9225,97.6,73.2,1.126,13.0,9.9,,9.2,30.7,2565.07,5351.85,37.47,0.0,9.37,100,9250.0,1859.37,36.4,159.8452
MFG-LINE-PLT-005-04,PLT-005,WC-006,SHF-PLT-005-20230308-3,2023-03-08,3,430.5,PRD-2023-SKU-06694,automotive_body,WO-2023-38077,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,64.828,7.779,60.65,154.75,62.67,77.66,0.12,WC-001,64.77,90.83,WC-002,0.0,553,324,323,1,0,1,55.4,77.25,0.7172,99.8984,324,2.0,5,-41.41,6.43,430.5,381.1,0.8852,0.6604,0.9969,0.5828,17.42,29.89,49.4,166.6,1,idling_minor_stops,average,performance_loss,30.2,1,49.4,0.0,3,143.5,16.5,17.1,no,17.1,0.0,32.3,0.0,0.0,0.0,no,corrective,15.6,5.8,8,7,73.5,semi_skilled,12.0,0.0,yes,no,71.9,SUP-151,1016.0,4.59,1.03,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8984,99.4639,799.1,2.474,208.4,100.7,16.0,8.0,335.6,2982.4,2601.75,34.48,0.0,8.62,200,9880.0,1984.62,48.7,51.8751
MFG-LINE-PLT-004-05,PLT-004,WC-025,SHF-PLT-004-20240425-3,2024-04-25,3,457.9,PRD-2024-SKU-04149,industrial_machinery,WO-2024-91635,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,268.524,13.426,241.29,651.71,269.93,290.68,0.05,WC-007,278.85,94.4,WC-002,244.73,181,67,66,1,0,1,13.32,23.79,0.5599,99.7566,67,4.0,14,-62.98,0.51,457.9,330.9,0.7226,0.5106,0.9851,0.3635,11.56,31.8,127.0,64.2,1,idling_minor_stops,poor,performance_loss,29.0,2,127.0,0.0,6,76.3,21.2,42.7,yes,71.4,31.0,0.0,0.0,0.0,24.6,no,preventive,3.8,7.5,19,17,92.9,trainee,9.3,0.0,no,no,83.6,SUP-125,2434.0,4.32,0.94,0.94,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7566,98.8385,249.3,3.777,60.4,16.3,,7.5,104.7,6673.92,7107.57,21.8,0.0,5.45,100,12700.0,2545.45,45.0,230.9408
MFG-LINE-PLT-006-01,PLT-006,WC-001,SHF-PLT-006-20210924-2,2021-09-24,2,421.7,PRD-2021-SKU-01764,food_beverage,WO-2021-35947,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.418,3.53,26.2,47.36,28.02,35.24,0.12,WC-007,33.64,99.9,WC-010,0.0,1025,626,624,2,0,2,122.25,146.34,0.8354,99.74,626,2.1,4,-38.93,4.44,421.7,336.4,0.7977,0.763,0.9968,0.6067,17.77,29.28,85.3,194.4,2,reduced_speed,average,performance_loss,29.2,1,85.3,0.0,5,84.3,17.1,47.9,yes,59.6,0.0,13.1,12.6,0.0,0.0,no,preventive,33.4,5.6,22,20,65.5,skilled,7.3,0.0,no,yes,22.1,SUP-001,2600.0,4.29,0.93,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.74,97.0269,141.6,0.227,33.2,9.7,,8.9,59.5,3342.93,5201.59,9.37,0.0,4.68,80,6824.0,1369.48,30.9,23.0932
MFG-LINE-PLT-003-01,PLT-003,WC-002,SHF-PLT-003-20230321-2,2023-03-21,2,462.4,PRD-2023-SKU-05919,electronics_pcb,WO-2023-56972,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.677,1.134,20.88,43.37,22.71,24.55,0.05,WC-009,23.35,93.59,WC-008,0.0,1352,786,785,1,0,1,158.65,175.61,0.9034,99.9467,786,0.1,0,-41.86,14.55,462.4,352.3,0.7619,0.7624,0.9987,0.5801,18.63,32.11,110.1,245.0,1,setup_adjustment,average,availability_loss,55.0,3,110.1,0.0,5,92.5,22.0,45.3,yes,85.3,12.5,0.0,4.0,8.2,0.0,no,corrective,24.0,6.8,9,7,79.3,expert,12.4,0.0,no,yes,12.4,SUP-083,533.0,4.77,1.09,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9467,98.8395,474.1,0.604,88.4,70.1,,8.5,199.1,1488.7,3590.84,13.36,0.0,3.34,150,16515.0,3306.34,72.7,19.8478
MFG-LINE-PLT-010-01,PLT-010,WC-017,SHF-PLT-010-20230619-2,2023-06-19,2,463.8,PRD-2023-SKU-03453,industrial_machinery,WO-2023-91838,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,364.388,29.151,319.23,1071.63,374.24,412.49,0.08,WC-004,374.57,93.45,WC-001,351.52,99,66,65,1,0,1,9.75,12.87,0.7576,99.7955,66,7.4,21,-33.33,0.84,463.8,437.3,0.9429,0.7036,0.9848,0.6534,21.04,32.21,26.5,27.8,1,idling_minor_stops,average,performance_loss,31.1,1,26.5,0.0,2,231.9,13.2,16.7,no,0.0,16.7,0.0,9.7,0.0,0.0,no,corrective,19.7,7.0,12,10,82.4,semi_skilled,12.9,0.0,no,no,48.9,SUP-079,2045.0,4.37,0.96,1.01,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7955,99.7402,264.1,4.063,52.7,38.0,,7.3,110.9,2648.85,2161.51,52.11,0.0,13.03,100,2650.0,543.03,44.5,126.9172
MFG-LINE-PLT-005-03,PLT-005,WC-039,SHF-PLT-005-20201204-1,2020-12-04,1,423.4,PRD-2020-SKU-03370,automotive_body,WO-2020-53878,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,75.068,3.753,64.98,138.07,74.53,81.26,0.05,WC-001,73.98,89.59,WC-002,11.47,447,251,250,1,0,1,47.91,63.6,0.7533,99.7676,251,1.3,4,-43.85,2.95,423.4,314.3,0.7423,0.7533,0.996,0.557,16.38,29.4,109.1,82.2,1,setup_adjustment,average,availability_loss,0.0,0,109.1,0.0,7,60.5,15.6,36.4,yes,56.7,34.0,0.0,7.1,11.3,0.0,no,corrective,32.9,4.6,14,12,93.7,semi_skilled,7.7,1.2,no,no,28.8,SUP-196,2324.0,4.33,0.94,1.01,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.7676,97.8,505.8,2.023,102.8,44.8,10.1,8.4,212.4,4626.7,9503.81,44.2,0.0,11.05,200,21820.0,4375.05,62.6,100.8988
MFG-LINE-PLT-010-01,PLT-010,WC-001,SHF-PLT-010-20210709-3,2021-07-09,3,420.3,PRD-2021-SKU-05049,industrial_machinery,WO-2021-30240,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,393.434,31.475,353.29,1061.47,373.46,445.37,0.08,WC-004,424.01,97.98,WC-003,380.56,89,51,50,1,0,1,9.06,12.87,0.704,99.6638,51,0.7,1,-42.7,0.65,420.3,374.0,0.8898,0.6356,0.9804,0.5545,16.19,29.19,46.3,29.2,1,reduced_speed,average,performance_loss,36.4,4,46.3,0.0,3,140.1,15.4,17.7,no,32.6,13.7,0.0,0.0,0.0,0.0,no,preventive,19.7,5.8,15,11,80.9,semi_skilled,20.1,1.7,no,no,41.6,SUP-063,3362.0,4.21,0.9,0.93,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.6638,97.8285,115.3,2.306,25.7,16.0,,8.5,48.4,1807.3,2971.03,18.13,0.0,4.53,100,4630.0,930.53,65.4,114.0592
MFG-LINE-PLT-002-04,PLT-002,WC-044,SHF-PLT-002-20210320-1,2021-03-20,1,442.2,PRD-2021-SKU-06219,electronics_pcb,WO-2021-98821,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.679,2.569,12.96,25.62,15.06,18.92,0.175,WC-002,16.51,99.9,WC-001,0.0,1880,1547,1545,2,0,2,245.19,255.32,0.9603,99.9318,1547,0.9,2,-17.71,104.82,442.2,416.8,0.9426,0.8722,0.9987,0.8211,25.21,30.71,25.4,226.7,2,reduced_speed,good,performance_loss,38.2,1,25.4,0.0,2,221.1,12.7,15.9,no,15.9,0.0,0.0,9.6,0.0,0.0,no,preventive,15.6,7.1,3,2,88.2,expert,14.4,0.0,no,yes,45.0,SUP-094,682.0,4.7,1.07,1.16,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9318,99.2823,540.8,0.35,122.9,43.1,,9.1,227.1,592.63,935.71,7.7,0.0,3.85,150,3810.0,765.85,52.6,8.6992
MFG-LINE-PLT-008-02,PLT-008,WC-043,SHF-PLT-008-20230906-3,2023-09-06,3,460.2,PRD-2023-SKU-01658,medical_devices,WO-2023-16365,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.543,3.883,45.42,127.08,50.47,54.95,0.08,WC-001,49.86,93.38,WC-005,0.0,713,499,498,1,0,1,74.09,93.02,0.7965,99.982,499,0.8,3,-30.01,9.28,460.2,404.1,0.8781,0.7965,0.998,0.698,22.31,31.96,56.1,127.5,1,reduced_speed,average,performance_loss,0.0,0,56.1,0.0,3,153.4,18.7,38.2,yes,38.2,0.0,6.0,11.9,0.0,0.0,no,emergency,8.4,6.6,8,7,75.7,skilled,9.3,0.0,no,no,30.0,SUP-045,180.0,5.07,1.19,1.28,contamination,functional_failure,automated_vision,yes,no,no,no,99.982,98.9551,702.7,1.411,137.7,82.4,,7.6,295.1,3281.64,5421.85,34.23,0.0,8.56,250,14025.0,2813.56,46.0,51.7756
MFG-LINE-PLT-010-01,PLT-010,WC-007,SHF-PLT-010-20211219-2,2021-12-19,2,462.4,PRD-2021-SKU-07632,industrial_machinery,WO-2021-08375,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,329.401,26.352,287.88,595.84,336.85,372.88,0.08,WC-004,338.21,93.34,WC-003,316.53,99,56,55,1,0,1,10.87,12.87,0.8446,99.9055,56,1.2,4,-43.43,0.42,462.4,388.2,0.8395,0.6725,0.9821,0.5545,17.81,32.11,74.2,27.3,1,idling_minor_stops,average,performance_loss,79.2,3,74.2,0.0,4,115.6,18.5,32.4,yes,54.9,0.0,13.1,0.0,6.2,0.0,no,preventive,19.7,7.1,18,17,84.3,skilled,5.4,0.0,no,no,13.9,SUP-071,945.0,4.61,1.04,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9055,98.8177,182.9,3.325,45.2,25.3,,7.8,76.8,5322.67,6905.8,167.29,0.0,41.82,100,7420.0,1525.82,46.2,392.6675
MFG-LINE-PLT-010-04,PLT-010,WC-020,SHF-PLT-010-20200315-2,2020-03-15,2,475.3,PRD-2020-SKU-02557,industrial_machinery,WO-2020-51050,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,306.643,36.797,264.4,611.14,302.89,367.36,0.12,WC-005,339.74,99.9,WC-001,293.02,107,80,79,1,0,1,11.67,13.62,0.8568,99.8378,80,1.3,3,-25.23,0.83,475.3,434.8,0.9148,0.8106,0.9875,0.7322,24.17,33.0,40.5,18.7,1,reduced_speed,good,performance_loss,23.6,1,40.5,0.0,4,118.8,10.1,12.5,no,0.0,9.8,30.7,0.0,0.0,0.0,no,preventive,14.7,7.7,14,12,82.6,skilled,8.7,1.8,no,no,15.6,SUP-113,1622.0,4.44,0.98,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8378,97.7669,262.6,3.324,57.8,34.7,,7.8,110.3,5586.13,10484.78,63.2,0.0,15.8,100,4050.0,825.8,36.2,267.4292
MFG-LINE-PLT-010-01,PLT-010,WC-005,SHF-PLT-010-20200817-1,2020-08-17,1,435.1,PRD-2020-SKU-06205,industrial_machinery,WO-2020-44826,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,307.183,24.575,270.34,442.56,295.64,347.73,0.08,WC-002,312.82,92.58,WC-001,294.31,93,84,83,1,0,1,11.58,12.87,0.8998,99.93,84,0.3,1,-9.68,0.72,435.1,435.1,1.0,0.9,0.9881,0.8893,26.87,30.22,0.0,9.3,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,435.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,19.7,5.0,18,16,80.6,multi_skilled,7.6,0.0,no,no,55.5,SUP-065,700.0,4.69,1.06,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.93,97.7631,365.1,4.399,92.4,28.9,,7.1,153.3,7344.06,17463.08,40.77,0.0,10.19,100,0.0,10.19,41.2,340.1424
MFG-LINE-PLT-002-02,PLT-002,WC-019,SHF-PLT-002-20240510-1,2024-05-10,1,452.4,PRD-2024-SKU-07355,electronics_pcb,WO-2024-38145,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,20.234,0.607,18.66,44.68,20.12,21.24,0.03,WC-006,20.96,94.16,WC-010,0.0,2119,1102,1101,1,0,1,177.81,281.25,0.6322,99.9274,1102,0.3,1,-47.99,9.13,452.4,422.2,0.9332,0.5568,0.9991,0.5192,16.31,31.42,30.2,877.2,1,idling_minor_stops,average,performance_loss,50.4,3,30.2,0.0,2,226.2,15.1,18.5,no,11.7,0.0,18.5,0.0,0.0,0.0,no,corrective,2.0,7.2,17,16,69.1,trainee,3.7,0.0,no,no,42.8,SUP-113,726.0,4.68,1.06,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9274,99.0272,1182.5,1.074,271.1,155.7,,7.3,496.6,3942.66,5551.76,8.85,0.0,2.21,150,4530.0,908.21,36.0,17.4815
MFG-LINE-PLT-007-01,PLT-007,WC-012,SHF-PLT-007-20200107-3,2020-01-07,3,428.5,PRD-2020-SKU-05568,industrial_machinery,WO-2020-08472,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,213.928,6.418,198.95,483.63,212.81,224.52,0.03,WC-007,216.54,92.02,WC-009,192.77,151,93,92,1,0,1,16.8,21.16,0.794,99.9158,93,2.7,6,-38.41,0.81,428.5,353.6,0.8252,0.7456,0.9892,0.6087,18.11,29.76,74.9,31.7,1,idling_minor_stops,average,performance_loss,21.5,1,74.9,0.0,5,85.7,15.0,27.0,no,40.4,8.6,17.0,8.9,0.0,0.0,no,preventive,27.1,5.3,21,16,77.3,skilled,19.6,0.0,no,yes,73.2,SUP-056,842.0,4.64,1.05,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9158,98.0674,176.7,1.921,41.8,22.2,,8.7,74.2,7341.14,10937.03,68.86,0.0,17.21,100,7490.0,1515.21,66.6,268.2842
MFG-LINE-PLT-002-02,PLT-002,WC-014,SHF-PLT-002-20201022-1,2020-10-22,1,443.1,PRD-2020-SKU-03543,electronics_pcb,WO-2020-44371,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.606,0.438,12.53,32.82,14.6,15.33,0.03,WC-002,14.76,91.87,WC-006,0.0,2076,1466,1465,1,0,1,246.31,281.25,0.8758,99.9851,1466,0.5,1,-29.38,10.44,443.1,401.5,0.9061,0.7789,0.9993,0.7053,21.7,30.77,41.6,416.1,1,idling_minor_stops,good,performance_loss,44.4,1,41.6,0.0,3,147.7,13.9,16.7,no,16.7,0.0,0.0,24.8,0.0,0.0,no,corrective,2.0,5.6,22,19,61.2,skilled,10.8,0.0,no,no,15.0,SUP-151,149.0,5.12,1.21,1.38,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9851,97.818,1662.8,1.135,293.4,91.0,,7.2,698.4,6461.87,8018.16,5.99,0.0,1.5,150,6240.0,1249.5,44.3,15.8781
MFG-LINE-PLT-004-07,PLT-004,WC-049,SHF-PLT-004-20230422-1,2023-04-22,1,436.8,PRD-2023-SKU-03932,industrial_machinery,WO-2023-01072,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,254.261,12.713,219.65,488.07,250.49,275.24,0.05,WC-001,255.7,91.42,WC-005,236.21,131,85,84,1,0,1,14.11,18.05,0.7817,99.7503,85,1.3,4,-35.11,2.31,436.8,361.5,0.8276,0.7814,0.9882,0.6391,19.39,30.33,75.3,23.8,1,reduced_speed,average,performance_loss,0.0,0,75.3,0.0,4,109.2,18.8,32.2,yes,66.9,8.4,0.0,0.0,0.0,0.0,no,preventive,22.9,5.4,6,5,63.0,semi_skilled,9.2,0.0,no,no,62.2,SUP-196,2497.0,4.31,0.94,1.03,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7503,99.6402,154.5,1.839,30.1,17.0,,8.8,64.9,2238.49,5261.17,39.38,0.0,9.85,100,7530.0,1515.85,68.1,129.1305
MFG-LINE-PLT-004-07,PLT-004,WC-008,SHF-PLT-004-20240313-2,2024-03-13,2,474.8,PRD-2024-SKU-01956,industrial_machinery,WO-2024-51947,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,343.679,17.184,302.26,671.1,339.67,372.03,0.05,WC-004,361.61,95.65,WC-002,325.63,142,59,58,1,0,1,10.36,18.05,0.574,99.7074,59,0.4,1,-58.45,0.32,474.8,397.3,0.8368,0.4935,0.9831,0.406,13.39,32.97,77.5,60.6,1,reduced_speed,poor,performance_loss,55.5,2,77.5,0.0,6,79.1,12.9,34.0,yes,34.0,10.8,12.2,4.3,16.2,0.0,no,preventive,22.9,5.9,24,23,89.0,trainee,3.7,1.2,no,yes,33.5,SUP-173,2926.0,4.26,0.92,0.95,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7074,99.5634,73.3,1.263,16.9,8.9,,9.2,30.8,4596.75,7917.38,23.85,0.0,5.96,100,7750.0,1555.96,63.4,240.0221
MFG-LINE-PLT-002-02,PLT-002,WC-029,SHF-PLT-002-20210326-3,2021-03-26,3,453.9,PRD-2021-SKU-09342,electronics_pcb,WO-2021-38570,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,18.167,0.545,17.22,50.02,18.1,19.07,0.03,WC-005,18.57,92.94,WC-001,0.0,2125,1143,1142,1,0,1,198.04,281.25,0.7041,99.9168,1143,2.6,10,-46.21,13.72,453.9,366.6,0.8077,0.6651,0.9991,0.5367,16.92,31.52,87.3,575.5,1,idling_minor_stops,average,performance_loss,20.3,1,87.3,0.0,1,453.9,87.3,87.3,yes,87.3,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,5.9,14,11,73.9,semi_skilled,20.5,0.0,no,no,36.7,SUP-073,832.0,4.64,1.05,1.06,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9168,98.5204,452.2,0.396,105.0,32.2,,9.0,189.9,1511.4,3158.21,21.19,0.0,5.3,150,13095.0,2624.3,38.5,25.2975
MFG-LINE-PLT-005-05,PLT-005,WC-019,SHF-PLT-005-20230518-2,2023-05-18,2,466.2,PRD-2023-SKU-06613,automotive_body,WO-2023-74424,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,67.127,2.014,59.19,109.75,67.12,70.45,0.03,WC-002,68.79,93.16,WC-001,8.11,458,329,328,1,0,1,53.49,59.02,0.9063,99.966,329,1.2,3,-28.17,7.04,466.2,446.5,0.9577,0.7491,0.997,0.7153,23.16,32.37,19.7,110.2,1,reduced_speed,good,performance_loss,77.5,4,19.7,0.0,2,233.1,9.9,9.9,no,0.0,0.0,9.8,9.9,0.0,0.0,no,corrective,23.7,6.7,7,6,81.1,expert,2.2,0.0,no,no,10.3,SUP-164,340.0,4.9,1.13,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.966,98.6426,932.8,2.844,204.1,69.8,18.7,7.7,391.8,2907.83,3735.48,39.02,0.0,9.76,200,3940.0,797.76,74.8,59.393
MFG-LINE-PLT-006-01,PLT-006,WC-009,SHF-PLT-006-20200807-1,2020-08-07,1,456.1,PRD-2020-SKU-08440,food_beverage,WO-2020-18338,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.988,3.239,23.62,68.15,28.2,32.33,0.12,WC-005,30.35,99.9,WC-009,0.0,1111,740,739,1,0,1,133.29,146.34,0.9108,99.9192,740,0.9,3,-33.39,48.61,456.1,359.7,0.7886,0.8436,0.9986,0.6644,21.04,31.67,96.4,137.2,1,setup_adjustment,average,availability_loss,26.6,3,96.4,0.0,5,91.2,19.3,44.6,yes,64.8,0.0,31.7,0.0,0.0,0.0,no,preventive,33.4,5.0,3,2,78.0,multi_skilled,3.9,0.0,no,no,54.0,SUP-173,808.0,4.65,1.05,1.06,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9192,99.5612,601.5,0.814,124.3,57.8,,5.9,252.6,641.23,626.92,9.69,0.0,2.42,80,7712.0,1544.82,42.6,11.4191
MFG-LINE-PLT-004-01,PLT-004,WC-049,SHF-PLT-004-20211226-2,2021-12-26,2,431.3,PRD-2021-SKU-06530,industrial_machinery,WO-2021-78818,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,357.672,17.884,308.21,599.7,353.96,387.18,0.05,WC-004,371.82,94.5,WC-002,340.48,123,53,52,1,0,1,10.0,17.19,0.5817,99.712,53,10.9,23,-56.91,0.66,431.3,346.6,0.8036,0.5337,0.9811,0.4208,12.6,29.95,84.7,46.3,1,idling_minor_stops,poor,performance_loss,28.6,1,84.7,0.0,6,71.9,14.1,31.3,yes,31.3,25.1,12.5,7.6,0.0,8.3,no,emergency,28.6,4.7,12,11,63.5,trainee,7.6,0.0,no,no,17.6,SUP-073,2880.0,4.26,0.92,0.96,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.712,98.0274,147.3,2.832,27.1,18.7,,8.1,61.9,1534.2,3553.28,41.4,0.0,10.35,100,8470.0,1704.35,26.7,140.0323
MFG-LINE-PLT-010-04,PLT-010,WC-008,SHF-PLT-010-20230903-2,2023-09-03,2,420.2,PRD-2023-SKU-07063,industrial_machinery,WO-2023-59017,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,351.864,42.224,300.97,557.11,360.8,421.53,0.12,WC-003,365.17,94.35,WC-007,338.24,95,61,60,1,0,1,10.19,13.62,0.7482,99.7225,61,1.2,2,-35.79,2.14,420.2,409.7,0.975,0.6559,0.9836,0.629,18.35,29.18,10.5,32.0,1,reduced_speed,average,performance_loss,50.5,3,10.5,0.0,1,420.2,10.5,10.5,no,0.0,0.0,10.5,0.0,0.0,0.0,no,corrective,14.7,6.6,5,4,89.8,semi_skilled,13.7,1.2,no,no,56.0,SUP-006,2775.0,4.27,0.92,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7225,97.6074,202.1,3.368,55.8,17.3,,7.8,84.9,572.52,1325.36,36.64,0.0,9.16,100,1050.0,219.16,60.1,68.882
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20241108-1,2024-11-08,1,427.0,PRD-2024-SKU-02485,electronics_pcb,WO-2024-10851,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.749,0.537,9.8,15.65,10.7,11.64,0.05,WC-001,10.83,91.61,WC-003,0.0,2667,1021,1020,1,0,1,334.59,375.0,0.8922,99.9625,1021,0.5,1,-61.72,23.89,427.0,252.8,0.592,0.6462,0.999,0.3822,11.33,29.65,174.2,559.0,1,setup_adjustment,poor,availability_loss,69.7,2,174.19370681690785,0.0,10,42.7,16.3,174.19370681690785,yes,37.5,104.7,8.8,11.5,0.0,0.0,no,corrective,16.8,2.7,7,6,72.1,expert,4.0,0.0,no,no,58.5,SUP-038,375.0,4.87,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9625,98.0637,1098.5,1.077,209.3,152.2,,7.3,461.4,2372.22,3552.28,12.72,0.0,3.18,150,26129.06,5228.99,50.1,18.5408
MFG-LINE-PLT-001-01,PLT-001,WC-020,SHF-PLT-001-20220202-1,2022-02-02,1,473.3,PRD-2022-SKU-09869,pharmaceutical,WO-2022-22021,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,26.543,0.796,24.56,72.34,26.78,27.86,0.03,WC-004,26.77,91.67,WC-008,0.0,1391,901,900,1,0,1,135.54,176.47,0.7681,99.99,901,0.1,0,-35.23,7.13,473.3,443.4,0.9368,0.691,0.9989,0.6466,21.25,32.87,29.9,402.9,1,idling_minor_stops,average,performance_loss,44.5,1,29.9,0.0,1,473.3,29.9,29.9,no,29.9,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,5.9,19,16,81.4,semi_skilled,12.0,0.0,no,no,75.5,SUP-119,89.0,5.25,1.25,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.7696,1718.1,1.909,291.4,243.8,,7.5,721.6,2759.1,4962.56,55.03,0.0,13.76,300,8970.0,1807.76,32.0,63.6708
MFG-LINE-PLT-003-02,PLT-003,WC-001,SHF-PLT-003-20240426-3,2024-04-26,3,467.8,PRD-2024-SKU-01001,electronics_pcb,WO-2024-16607,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,42.308,5.077,39.1,51.34,43.07,50.69,0.12,WC-001,43.46,93.38,WC-001,0.0,768,492,491,1,0,1,85.03,98.63,0.8621,99.914,492,1.6,4,-35.94,9.0,467.8,427.0,0.9128,0.701,0.998,0.6385,20.74,32.49,40.8,209.9,1,idling_minor_stops,average,performance_loss,79.8,2,40.8,0.0,3,155.9,13.6,25.6,no,25.6,0.0,0.0,0.0,15.2,0.0,no,corrective,24.8,4.5,8,7,83.5,expert,3.1,0.0,no,no,71.7,SUP-087,860.0,4.63,1.04,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,no,no,99.914,97.0965,577.4,1.176,122.5,64.0,,7.1,242.5,2315.6,5732.17,17.23,0.0,4.31,150,6120.0,1228.31,74.5,33.6557
MFG-LINE-PLT-010-02,PLT-010,WC-007,SHF-PLT-010-20210824-2,2021-08-24,2,434.3,PRD-2021-SKU-08121,industrial_machinery,WO-2021-50153,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,320.979,56.171,286.17,441.32,301.43,413.66,0.175,WC-002,374.96,99.9,WC-003,308.6,89,69,68,1,0,1,11.13,12.38,0.899,99.7864,69,0.6,1,-22.47,1.57,434.3,410.5,0.9452,0.8149,0.9855,0.7591,22.9,30.16,23.8,15.7,1,idling_minor_stops,good,performance_loss,38.7,1,23.8,0.0,3,144.8,7.9,10.8,no,0.0,10.8,0.0,6.6,6.4,0.0,no,corrective,32.7,5.1,7,6,93.1,expert,0.3,0.0,no,no,45.4,SUP-104,2136.0,4.36,0.95,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7864,99.7101,191.3,2.813,41.1,25.3,,8.1,80.3,952.3,1916.87,42.06,0.0,10.52,100,2380.0,486.52,32.9,84.8722
MFG-LINE-PLT-003-04,PLT-003,WC-005,SHF-PLT-003-20240726-3,2024-07-26,3,429.6,PRD-2024-SKU-01105,electronics_pcb,WO-2024-76716,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.567,1.678,31.85,70.23,33.94,36.34,0.05,WC-008,34.83,94.34,WC-002,0.0,950,630,629,1,0,1,107.18,132.84,0.8068,99.9188,630,3.2,8,-33.68,12.55,429.6,389.2,0.906,0.7312,0.9984,0.6614,19.73,29.83,40.4,231.6,1,reduced_speed,average,performance_loss,36.5,1,40.4,0.0,2,214.8,20.2,34.9,yes,34.9,0.0,5.5,0.0,0.0,0.0,no,preventive,11.0,5.2,10,7,76.6,skilled,23.2,0.0,no,no,77.8,SUP-143,812.0,4.65,1.05,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9188,97.0771,440.3,0.7,81.8,42.3,,8.2,184.9,1326.01,2910.22,8.93,0.0,2.23,150,6060.0,1214.23,41.5,15.6791
MFG-LINE-PLT-003-02,PLT-003,WC-018,SHF-PLT-003-20240724-1,2024-07-24,1,421.2,PRD-2024-SKU-08657,electronics_pcb,WO-2024-22527,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.857,5.623,39.97,107.37,47.11,56.13,0.12,WC-001,47.38,91.92,WC-001,0.0,691,391,390,1,0,1,76.66,98.63,0.7772,99.8475,391,0.8,1,-43.42,4.63,421.2,338.3,0.8032,0.7032,0.9974,0.5633,16.47,29.25,82.9,165.0,1,idling_minor_stops,average,performance_loss,32.2,2,82.9,0.0,2,210.6,41.5,44.9,yes,82.9,0.0,0.0,0.0,0.0,0.0,no,preventive,24.8,7.0,13,12,76.4,semi_skilled,0.0,0.0,no,yes,71.4,SUP-156,1525.0,4.46,0.99,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8475,97.041,286.3,0.734,65.6,16.5,,8.2,120.2,3613.42,6452.47,16.92,0.0,4.23,150,12435.0,2491.23,45.2,42.7734
MFG-LINE-PLT-003-01,PLT-003,WC-023,SHF-PLT-003-20210219-2,2021-02-19,2,447.4,PRD-2021-SKU-05664,electronics_pcb,WO-2021-17844,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,28.677,1.434,24.75,72.75,27.71,31.04,0.05,WC-012,29.0,91.94,WC-001,0.0,1308,629,628,1,0,1,125.5,175.61,0.7147,99.9457,629,2.2,4,-51.91,12.03,447.4,369.2,0.8252,0.582,0.9984,0.4795,14.9,31.07,78.2,451.7,1,reduced_speed,poor,performance_loss,68.5,3,78.2,0.0,5,89.5,15.6,32.3,yes,0.0,68.2,10.1,0.0,0.0,0.0,no,corrective,24.0,4.2,8,7,81.0,semi_skilled,2.8,0.0,no,no,32.5,SUP-190,543.0,4.77,1.09,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9457,97.1959,390.0,0.621,68.4,23.4,,8.4,163.8,3140.11,2535.85,7.1,0.0,1.77,150,11730.0,2347.77,29.9,16.1495
MFG-LINE-PLT-006-01,PLT-006,WC-022,SHF-PLT-006-20200606-2,2020-06-06,2,469.7,PRD-2020-SKU-04962,food_beverage,WO-2020-07718,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.611,3.313,23.67,64.52,27.53,33.08,0.12,WC-012,30.65,99.9,WC-008,0.0,1144,529,528,1,0,1,130.31,146.34,0.8905,99.9192,529,0.5,1,-53.76,5.19,469.7,261.1,0.5558,0.8308,0.9981,0.4609,15.03,32.61,208.6,107.7,1,setup_adjustment,poor,availability_loss,17.5,1,208.6,0.0,10,47.0,20.9,55.5,yes,139.7,26.6,0.0,32.1,10.2,0.0,no,emergency,33.4,5.0,16,13,88.1,expert,14.1,1.5,no,no,28.6,SUP-098,808.0,4.65,1.05,1.15,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9192,98.3092,266.1,0.504,44.9,23.0,,7.5,111.8,5793.58,13755.57,11.89,0.0,2.97,80,16688.0,3340.57,27.4,48.9374
MFG-LINE-PLT-006-02,PLT-006,WC-009,SHF-PLT-006-20200622-1,2020-06-22,1,446.7,PRD-2020-SKU-06390,food_beverage,WO-2020-41165,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.277,0.993,7.72,15.0,8.06,9.92,0.12,WC-003,9.2,99.9,WC-010,0.0,4053,1577,1573,4,2,2,434.75,545.45,0.797,99.8089,1579,1.3,2,-61.09,11.12,446.7,302.4,0.677,0.5736,0.9975,0.3873,12.02,31.02,144.3,1172.4,4,reduced_speed,poor,performance_loss,84.8,2,144.3,0.0,3,148.9,48.1,109.2,yes,109.2,0.0,7.4,0.0,0.0,27.7,no,corrective,15.5,7.0,20,19,90.1,semi_skilled,4.8,0.0,no,no,24.1,SUP-192,1911.0,4.39,0.96,1.04,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8089,98.6382,832.1,0.529,219.8,49.3,,7.4,349.5,5782.0,13443.17,7.08,14.16,3.54,80,11544.0,2326.5,47.1,19.32
MFG-LINE-PLT-008-01,PLT-008,WC-003,SHF-PLT-008-20231224-1,2023-12-24,1,467.8,PRD-2023-SKU-05941,medical_devices,WO-2023-82476,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,128.788,15.455,122.26,371.73,124.43,154.29,0.12,WC-003,137.82,97.28,WC-001,97.18,246,191,190,1,0,1,27.82,31.61,0.8801,99.9663,191,0.1,0,-22.36,2.44,467.8,467.8,1.0,0.7751,0.9948,0.7711,25.05,32.48,0.0,55.4,1,reduced_speed,good,performance_loss,55.9,2,0.0,0.0,0,467.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,7.3,7.2,11,10,71.0,skilled,7.4,0.0,no,yes,54.6,SUP-073,337.0,4.9,1.13,1.23,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9663,98.0777,323.9,1.705,65.2,39.7,,7.2,136.0,3021.63,4739.32,21.05,0.0,5.26,250,0.0,5.26,48.7,62.0079
MFG-LINE-PLT-001-02,PLT-001,WC-039,SHF-PLT-001-20240625-2,2024-06-25,2,436.5,PRD-2024-SKU-04020,pharmaceutical,WO-2024-83612,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,69.099,14.753,63.44,171.03,60.81,93.44,0.213,WC-005,77.22,99.9,WC-003,0.0,514,338,337,1,0,1,52.08,70.87,0.7349,99.7565,338,2.7,6,-34.24,2.9,436.5,389.4,0.8921,0.7349,0.997,0.6536,19.81,30.31,47.1,121.9,1,idling_minor_stops,average,performance_loss,0.0,0,47.1,0.0,3,145.5,15.7,30.1,yes,30.1,0.0,0.0,17.0,0.0,0.0,no,preventive,22.7,5.9,17,16,87.4,semi_skilled,5.3,0.0,no,yes,13.3,SUP-042,2435.0,4.32,0.94,1.0,contamination,labelling,100pct_manual,yes,no,no,no,99.7565,98.2761,446.9,1.326,92.8,30.0,,8.2,187.7,2766.31,4483.56,38.49,0.0,9.62,300,14130.0,2835.62,27.8,60.1172
MFG-LINE-PLT-005-05,PLT-005,WC-036,SHF-PLT-005-20230623-2,2023-06-23,2,444.0,PRD-2023-SKU-07835,automotive_body,WO-2023-40882,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,67.716,2.031,61.92,96.86,67.83,71.07,0.03,WC-001,66.67,89.51,WC-003,8.7,436,315,314,1,0,1,53.04,59.02,0.8987,99.99,315,0.2,0,-27.75,3.03,444.0,398.0,0.8964,0.8047,0.9968,0.7191,22.17,30.83,46.0,76.4,1,idling_minor_stops,good,performance_loss,41.6,1,46.0,0.0,2,222.0,23.0,36.0,yes,36.0,0.0,0.0,0.0,10.0,0.0,no,corrective,23.7,5.5,17,14,94.1,expert,12.8,0.0,no,no,11.5,SUP-192,84.0,5.26,1.25,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.8132,748.9,2.385,142.1,95.1,15.0,8.1,314.5,3114.89,3998.23,20.98,0.0,5.25,200,9200.0,1845.25,49.0,43.7001
MFG-LINE-PLT-007-01,PLT-007,WC-003,SHF-PLT-007-20210123-1,2021-01-23,1,466.4,PRD-2021-SKU-08894,industrial_machinery,WO-2021-82124,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,185.142,5.554,158.83,512.12,185.48,194.31,0.03,WC-003,189.88,93.24,WC-012,163.98,164,144,143,1,0,1,19.32,21.16,0.913,99.9663,144,0.3,0,-12.2,1.31,466.4,447.1,0.9586,0.9131,0.9931,0.8692,28.15,32.39,19.3,13.7,1,idling_minor_stops,world_class,performance_loss,0.0,0,19.3,0.0,2,233.2,9.7,10.5,no,0.0,10.5,0.0,8.8,0.0,0.0,no,corrective,27.1,4.2,15,14,88.0,expert,3.3,0.5,no,no,89.8,SUP-152,337.0,4.9,1.13,1.26,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9663,99.0936,681.5,4.766,152.6,66.9,,6.8,286.2,3417.9,4480.06,39.22,0.0,9.8,100,1930.0,395.8,26.9,94.7248
MFG-LINE-PLT-002-03,PLT-002,WC-008,SHF-PLT-002-20200502-1,2020-05-02,1,479.4,PRD-2020-SKU-02151,electronics_pcb,WO-2020-65151,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,44.383,2.219,38.1,128.94,44.86,48.04,0.05,WC-003,45.79,93.78,WC-005,0.0,658,492,491,1,0,1,81.09,82.38,0.9843,99.9832,492,0.2,0,-25.23,3.41,479.4,420.7,0.8775,0.8518,0.998,0.746,24.83,33.29,58.7,85.6,1,reduced_speed,good,performance_loss,56.6,2,58.7,0.0,4,119.8,14.7,31.5,yes,31.5,0.0,16.4,6.2,4.5,0.0,no,preventive,13.3,7.9,21,18,62.5,expert,12.3,0.0,no,no,57.1,SUP-021,168.0,5.09,1.2,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9832,99.1296,360.4,0.734,75.8,24.9,,8.2,151.4,5151.08,5396.24,9.78,0.0,2.44,150,8805.0,1763.44,45.5,31.2812
MFG-LINE-PLT-004-05,PLT-004,WC-005,SHF-PLT-004-20210831-1,2021-08-31,1,440.6,PRD-2021-SKU-09179,industrial_machinery,WO-2021-21490,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,237.063,11.853,210.76,669.42,236.43,256.62,0.05,WC-009,245.93,94.31,WC-006,213.27,174,105,104,1,0,1,15.13,23.79,0.636,99.7956,105,0.0,0,-39.66,1.18,440.6,416.3,0.9448,0.636,0.9905,0.5952,18.21,30.6,24.3,60.1,1,reduced_speed,average,performance_loss,0.0,0,24.3,0.0,2,220.3,12.2,13.9,no,0.0,0.0,13.9,10.4,0.0,0.0,no,corrective,3.8,7.9,14,12,85.6,trainee,11.2,0.0,no,no,44.4,SUP-040,2044.0,4.37,0.96,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7956,99.1464,332.5,3.197,72.3,25.7,,7.9,139.7,3842.98,8080.84,39.7,0.0,9.93,100,2430.0,495.93,39.1,154.7338
MFG-LINE-PLT-005-04,PLT-005,WC-022,SHF-PLT-005-20240430-2,2024-04-30,2,456.1,PRD-2024-SKU-09861,automotive_body,WO-2024-72033,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,54.454,6.534,50.59,155.6,55.01,65.24,0.12,WC-001,58.02,96.86,WC-002,0.0,586,446,445,1,0,1,65.98,77.25,0.8541,99.9413,446,0.3,0,-23.89,5.85,456.1,405.6,0.8893,0.8541,0.9978,0.7578,24.0,31.67,50.5,76.2,1,idling_minor_stops,good,performance_loss,0.0,0,50.5,0.0,4,114.0,12.6,16.0,no,13.9,28.5,8.0,0.0,0.0,0.0,no,corrective,15.6,6.9,11,10,84.7,skilled,1.3,0.0,no,no,13.7,SUP-194,587.0,4.75,1.08,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,yes,99.9413,97.5862,1408.4,3.165,263.2,113.4,28.2,7.5,591.5,1455.08,2781.99,29.31,0.0,7.33,200,10100.0,2027.33,74.4,38.8974
MFG-LINE-PLT-004-04,PLT-004,WC-037,SHF-PLT-004-20220423-1,2022-04-23,1,420.3,PRD-2022-SKU-06925,industrial_machinery,WO-2022-06186,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,308.757,55.113,273.6,378.63,315.34,399.69,0.178,WC-002,341.1,99.9,WC-001,296.33,86,74,73,1,0,1,11.6,12.43,0.9332,99.6397,74,0.0,0,-13.95,10.42,394.1,356.4,0.9043,1.0,0.9865,0.8921,24.42,27.37,37.7,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,37.7,26.2,1,420.3,37.7,37.7,yes,37.7,0.0,0.0,0.0,0.0,0.0,yes,preventive,24.6,6.1,2,1,66.7,multi_skilled,10.2,0.0,no,no,84.8,SUP-104,3603.0,4.19,0.9,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6397,98.7104,296.0,4.055,68.6,44.3,,7.3,124.3,173.37,411.26,39.2,0.0,9.8,100,3770.0,763.8,67.1,47.7456
MFG-LINE-PLT-007-02,PLT-007,WC-012,SHF-PLT-007-20210814-1,2021-08-14,1,479.8,PRD-2021-SKU-09064,industrial_machinery,WO-2021-35557,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,267.942,32.153,241.12,784.67,268.42,320.99,0.12,WC-001,291.36,98.86,WC-002,252.4,124,99,98,1,0,1,13.42,15.54,0.8636,99.8082,99,1.0,2,-20.16,12.26,479.8,442.5,0.9223,0.8636,0.9899,0.7884,26.27,33.32,37.3,15.6,1,idling_minor_stops,good,performance_loss,0.0,0,37.3,0.0,2,239.9,18.7,26.2,no,0.0,0.0,0.0,11.2,0.0,26.2,no,preventive,32.8,4.9,2,1,87.6,skilled,5.6,0.0,no,no,78.9,SUP-094,1918.0,4.39,0.96,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8082,98.2545,244.0,2.49,52.0,26.4,,8.3,102.5,352.96,743.46,49.13,0.0,12.28,100,3730.0,758.28,35.6,60.8193
MFG-LINE-PLT-004-05,PLT-004,WC-015,SHF-PLT-004-20210503-1,2021-05-03,1,439.6,PRD-2021-SKU-03041,industrial_machinery,WO-2021-80819,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,157.848,7.892,145.58,343.88,157.67,170.87,0.05,WC-001,161.62,93.08,WC-004,134.06,174,160,159,1,0,1,22.68,23.79,0.9533,99.9423,160,0.7,2,-8.05,1.45,439.6,423.3,0.9629,0.953,0.9938,0.912,27.84,30.53,16.3,7.9,1,idling_minor_stops,world_class,performance_loss,0.0,0,16.3,0.0,2,219.8,8.1,10.9,no,0.0,0.0,10.9,5.4,0.0,0.0,no,preventive,3.8,6.6,17,15,68.4,expert,8.5,0.0,no,no,45.9,SUP-084,577.0,4.75,1.08,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9423,98.6889,328.8,2.068,73.6,24.2,,8.6,138.1,5251.41,11315.36,53.26,0.0,13.31,100,1630.0,339.31,71.0,157.7885
MFG-LINE-PLT-004-01,PLT-004,WC-025,SHF-PLT-004-20210111-1,2021-01-11,1,454.9,PRD-2021-SKU-07182,industrial_machinery,WO-2021-68774,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,226.58,11.329,214.75,325.56,230.17,245.27,0.05,WC-003,232.42,93.25,WC-008,209.39,130,71,70,1,0,1,15.69,17.19,0.9127,99.946,71,0.9,2,-45.38,0.66,454.9,312.4,0.6867,0.7932,0.9859,0.537,16.96,31.59,142.5,18.5,1,equipment_failure,average,availability_loss,40.9,1,142.5,0.0,4,113.7,35.6,80.1,yes,125.2,0.0,12.6,0.0,4.8,0.0,no,predictive,28.6,5.3,15,14,66.9,expert,5.1,0.5,no,no,87.1,SUP-002,540.0,4.77,1.09,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.946,98.5767,204.5,2.922,49.1,19.4,,8.1,85.9,6024.8,7643.23,26.26,0.0,6.57,100,14250.0,2856.57,66.2,221.8927
MFG-LINE-PLT-010-03,PLT-010,WC-008,SHF-PLT-010-20211208-1,2021-12-08,1,422.1,PRD-2021-SKU-07172,industrial_machinery,WO-2021-35608,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,37.766,4.532,32.85,51.04,37.75,45.24,0.12,WC-007,42.32,99.9,WC-004,0.0,721,424,420,4,1,3,95.23,103.45,0.9205,99.1898,425,0.3,0,-41.19,6.63,422.1,267.1,0.6328,0.9206,0.9906,0.5771,16.92,29.32,155.0,36.6,4,equipment_failure,average,availability_loss,0.0,0,155.0,0.0,8,52.8,19.4,50.6,yes,95.2,16.8,30.7,12.3,0.0,0.0,no,predictive,29.1,5.6,10,9,91.1,multi_skilled,9.0,0.0,no,no,25.7,SUP-081,8102.0,3.9,0.8,0.83,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.1898,97.6742,1852.6,4.411,504.0,145.6,,7.1,778.1,1433.91,1512.23,60.15,60.15,45.11,100,15500.0,3205.26,41.3,67.7375
MFG-LINE-PLT-007-01,PLT-007,WC-031,SHF-PLT-007-20240723-3,2024-07-23,3,451.1,PRD-2024-SKU-04431,industrial_machinery,WO-2024-39563,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,214.613,6.438,193.33,585.34,215.83,225.24,0.03,WC-009,220.96,93.6,WC-007,193.45,159,100,99,1,0,1,16.77,21.16,0.7925,99.9284,100,0.1,0,-37.11,0.94,451.1,377.6,0.8371,0.7507,0.99,0.6221,19.49,31.33,73.5,33.2,1,reduced_speed,average,performance_loss,19.8,1,73.5,0.0,5,90.2,14.7,27.9,no,13.6,46.4,0.0,13.5,0.0,0.0,no,corrective,27.1,6.0,15,14,89.2,skilled,2.1,0.0,yes,no,44.3,SUP-108,716.0,4.69,1.06,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9284,97.5621,263.6,2.663,62.9,27.9,,8.2,110.7,2934.84,6107.81,19.03,0.0,4.76,100,7350.0,1474.76,55.3,110.5621
MFG-LINE-PLT-005-01,PLT-005,WC-011,SHF-PLT-005-20240708-3,2024-07-08,3,469.4,PRD-2024-SKU-05724,automotive_body,WO-2024-62916,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.701,4.764,37.05,59.67,39.15,47.56,0.12,WC-003,41.75,95.6,WC-004,0.0,818,554,553,1,0,1,90.65,104.65,0.8662,99.9733,554,0.6,2,-32.27,7.85,469.4,386.0,0.8223,0.8228,0.9982,0.6754,22.02,32.6,83.4,119.3,1,setup_adjustment,average,availability_loss,19.3,2,83.4,0.0,6,78.2,13.9,36.6,yes,36.6,21.2,17.6,8.0,0.0,0.0,no,corrective,20.8,7.1,11,9,64.8,expert,14.1,0.0,no,no,45.8,SUP-125,267.0,4.96,1.15,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9733,99.5897,1344.3,2.431,266.4,154.7,26.9,8.1,564.6,4287.07,9828.36,33.0,0.0,8.25,200,16680.0,3344.25,35.9,58.5849
MFG-LINE-PLT-004-07,PLT-004,WC-007,SHF-PLT-004-20220102-1,2022-01-02,1,472.3,PRD-2022-SKU-05879,industrial_machinery,WO-2022-34082,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,226.418,11.321,209.96,451.31,228.5,245.1,0.05,WC-001,228.82,91.87,WC-004,208.37,142,118,117,1,0,1,15.8,18.05,0.8753,99.9558,118,0.6,1,-16.9,1.35,472.3,448.2,0.949,0.8749,0.9915,0.8232,27.0,32.8,24.1,16.9,1,idling_minor_stops,good,performance_loss,0.0,0,24.1,0.0,2,236.2,12.0,18.3,no,18.3,0.0,0.0,5.8,0.0,0.0,no,preventive,22.9,6.1,12,11,93.1,skilled,6.4,0.0,no,no,67.9,SUP-120,442.0,4.83,1.11,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9558,99.8847,312.0,2.667,65.4,25.7,,8.2,131.0,4747.34,6002.0,43.94,0.0,10.98,100,2410.0,492.98,64.2,136.1903
MFG-LINE-PLT-002-01,PLT-002,WC-041,SHF-PLT-002-20201124-1,2020-11-24,1,462.2,PRD-2020-SKU-02624,electronics_pcb,WO-2020-27185,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,62.217,3.111,56.26,106.04,62.45,67.35,0.05,WC-002,64.56,94.33,WC-001,0.0,725,342,341,1,0,1,57.79,94.49,0.6116,99.736,342,1.4,4,-52.83,2.33,444.4,351.8,0.7916,0.6173,0.9971,0.4872,15.04,30.86,92.6,212.0,1,idling_minor_stops,poor,performance_loss,14.5,1,92.6,17.8,9,51.4,10.3,15.7,no,13.1,11.1,15.7,27.8,14.8,10.2,yes,predictive,26.7,6.3,22,19,70.3,trainee,10.0,0.0,no,yes,44.6,SUP-043,2640.0,4.29,0.93,1.06,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.736,97.7181,255.8,0.75,49.2,24.7,,8.1,107.4,8170.89,7873.32,10.28,0.0,2.57,150,13890.0,2780.57,51.2,57.3606
MFG-LINE-PLT-003-05,PLT-003,WC-025,SHF-PLT-003-20231124-3,2023-11-24,3,466.8,PRD-2023-SKU-07261,electronics_pcb,WO-2023-40496,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,68.418,8.21,63.11,152.26,63.73,81.96,0.12,WC-001,71.13,94.51,WC-004,0.0,713,334,332,2,1,1,52.53,92.07,0.5705,99.5691,335,1.5,3,-53.16,4.74,466.8,417.7,0.8948,0.5211,0.994,0.4635,15.03,32.42,49.1,307.0,2,reduced_speed,poor,performance_loss,36.2,1,49.1,0.0,3,155.6,16.4,29.9,no,0.0,4.4,14.8,0.0,0.0,29.9,no,predictive,2.5,6.7,12,9,84.1,trainee,21.8,0.0,no,no,43.3,SUP-025,4309.0,4.13,0.88,0.9,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.5691,98.9665,115.2,0.347,25.8,15.0,,9.1,48.4,1288.22,3037.52,7.77,7.77,1.94,150,7365.0,1482.71,42.2,20.8461
MFG-LINE-PLT-005-06,PLT-005,WC-017,SHF-PLT-005-20230406-1,2023-04-06,1,442.5,PRD-2023-SKU-08741,automotive_body,WO-2023-65039,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,78.331,3.917,73.48,153.53,78.86,84.79,0.05,WC-005,80.28,93.18,WC-001,30.33,353,305,304,1,0,1,45.92,48.0,0.9567,99.9847,305,1.1,3,-13.6,5.89,442.5,435.0,0.9831,0.8764,0.9967,0.8587,26.39,30.73,7.5,43.0,1,idling_minor_stops,world_class,performance_loss,36.5,1,7.5,0.0,1,442.5,7.5,7.5,no,0.0,0.0,0.0,7.5,0.0,0.0,no,predictive,32.1,7.3,9,7,85.8,expert,14.2,0.2,no,no,16.3,SUP-133,153.0,5.11,1.2,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9847,98.5093,671.8,2.21,141.6,54.9,13.4,8.2,282.2,3098.88,5202.88,34.5,0.0,8.62,200,1500.0,308.62,57.4,61.9219
MFG-LINE-PLT-002-02,PLT-002,WC-026,SHF-PLT-002-20230217-2,2023-02-17,2,434.5,PRD-2023-SKU-06311,electronics_pcb,WO-2023-95801,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,21.878,0.656,19.36,38.15,21.68,22.96,0.03,WC-010,22.56,93.73,WC-009,0.0,2035,847,846,1,0,1,164.44,281.25,0.5847,99.9224,847,0.0,0,-58.38,8.99,434.5,434.5,1.0,0.4158,0.9988,0.4153,12.53,30.18,0.0,1189.9,1,reduced_speed,poor,performance_loss,125.5,4,0.0,0.0,0,434.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,5.7,15,13,75.0,trainee,9.8,0.0,no,no,43.7,SUP-110,776.0,4.66,1.05,1.18,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9224,97.6344,505.1,0.597,109.4,43.0,,8.5,212.1,5446.28,13326.67,5.07,0.0,1.27,150,0.0,1.27,37.2,27.2662
MFG-LINE-PLT-002-03,PLT-002,WC-039,SHF-PLT-002-20231102-3,2023-11-02,3,465.8,PRD-2023-SKU-03001,electronics_pcb,WO-2023-99581,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,54.869,2.743,47.44,124.79,54.73,59.39,0.05,WC-008,56.97,94.4,WC-004,0.0,639,475,474,1,0,1,65.54,82.38,0.7956,99.9464,475,0.0,0,-25.67,3.21,465.8,434.9,0.9337,0.7956,0.9979,0.7412,23.97,32.34,30.9,122.0,1,idling_minor_stops,good,performance_loss,0.0,0,30.9,0.0,1,465.8,30.9,30.9,yes,30.9,0.0,0.0,0.0,0.0,0.0,no,preventive,13.3,6.8,24,19,65.5,skilled,17.3,0.0,no,no,50.8,SUP-036,536.0,4.77,1.09,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9464,99.1053,241.3,0.509,47.9,14.7,,8.7,101.3,9218.21,15360.05,15.65,0.0,3.91,150,4635.0,930.91,32.8,67.5359
MFG-LINE-PLT-004-07,PLT-004,WC-047,SHF-PLT-004-20200317-2,2020-03-17,2,474.3,PRD-2020-SKU-02393,industrial_machinery,WO-2020-54198,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,236.24,11.812,219.18,415.9,231.97,255.73,0.05,WC-002,238.59,91.81,WC-003,218.19,142,83,82,1,0,1,15.1,18.05,0.8366,99.903,83,0.1,0,-41.55,0.8,474.3,356.0,0.7506,0.7748,0.988,0.5745,18.92,32.94,118.3,24.1,1,setup_adjustment,average,availability_loss,26.2,1,118.3,0.0,7,67.8,16.9,36.0,yes,53.8,0.0,27.6,36.9,0.0,0.0,no,predictive,22.9,6.0,14,13,80.0,skilled,2.0,0.0,no,yes,12.5,SUP-076,970.0,4.6,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.903,98.1232,229.5,2.799,57.7,13.3,,8.1,96.4,2132.55,2090.42,48.61,0.0,12.15,100,11830.0,2378.15,43.7,100.7024
MFG-LINE-PLT-006-02,PLT-006,WC-033,SHF-PLT-006-20210528-2,2021-05-28,2,472.1,PRD-2021-SKU-01943,food_beverage,WO-2021-20435,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.272,0.873,6.59,17.9,7.06,8.71,0.12,WC-004,8.35,99.9,WC-016,0.0,4274,3098,3085,13,5,8,494.89,545.45,0.9073,99.6018,3103,1.6,5,-27.52,24.51,472.1,405.9,0.8598,0.8397,0.9958,0.7189,23.57,32.78,66.2,591.4,13,idling_minor_stops,good,performance_loss,30.3,1,66.2,0.0,4,118.0,16.6,25.5,no,6.8,24.2,35.2,0.0,0.0,0.0,no,predictive,15.5,6.8,19,16,70.4,expert,12.1,0.1,no,no,29.7,SUP-105,3982.0,4.15,0.88,0.97,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.6018,98.5976,518.3,0.168,114.2,32.5,,9.2,217.7,5166.92,11569.91,5.23,26.15,10.46,80,5296.0,1095.81,72.1,10.6773
MFG-LINE-PLT-002-04,PLT-002,WC-039,SHF-PLT-002-20230324-3,2023-03-24,3,459.8,PRD-2023-SKU-06225,electronics_pcb,WO-2023-71265,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,24.576,6.666,23.11,65.19,24.05,35.57,0.271,WC-006,30.37,99.9,WC-001,0.0,1943,862,856,6,2,4,146.46,255.32,0.5736,99.3184,864,5.0,11,-55.64,55.86,459.8,385.3,0.838,0.5258,0.993,0.4375,13.97,31.93,74.5,777.4,6,reduced_speed,poor,performance_loss,32.1,1,74.5,0.0,4,114.9,18.6,27.9,no,23.7,35.0,0.0,0.0,0.0,15.8,no,predictive,15.6,6.7,3,2,62.8,trainee,9.0,0.0,no,no,12.5,SUP-116,6816.0,3.97,0.82,0.88,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,no,no,99.3184,99.0166,1065.7,1.245,247.4,123.7,,6.9,447.6,388.57,665.1,10.19,20.38,10.19,150,11175.0,2265.57,49.2,11.4923
MFG-LINE-PLT-010-02,PLT-010,WC-002,SHF-PLT-010-20200410-2,2020-04-10,2,446.7,PRD-2020-SKU-09320,industrial_machinery,WO-2020-12826,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,507.19,137.575,455.49,1503.71,514.65,734.19,0.271,WC-002,593.12,99.9,WC-003,494.81,91,47,46,1,0,1,7.07,12.38,0.5711,99.2479,47,4.3,10,-48.35,3.09,446.7,437.6,0.9796,0.5208,0.9787,0.4993,15.49,31.02,9.1,43.2,1,reduced_speed,poor,performance_loss,38.9,1,9.1,0.0,2,223.3,4.5,4.6,no,0.0,0.0,0.0,4.6,4.5,0.0,no,corrective,32.7,5.5,3,2,92.5,trainee,6.9,0.0,no,no,78.4,SUP-108,7521.0,3.93,0.81,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.2479,98.2888,189.8,4.125,37.0,18.3,,7.2,79.7,947.51,1138.96,54.57,0.0,13.64,100,910.0,195.64,39.3,101.1143
MFG-LINE-PLT-010-01,PLT-010,WC-039,SHF-PLT-010-20210807-2,2021-08-07,2,453.1,PRD-2021-SKU-04237,industrial_machinery,WO-2021-41768,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,478.631,38.29,434.87,1030.23,499.74,541.81,0.08,WC-004,501.86,95.32,WC-002,465.76,96,48,47,1,0,1,7.43,12.87,0.5773,99.5198,48,7.5,27,-50.0,0.35,453.1,404.5,0.8927,0.5532,0.9792,0.4835,15.21,31.47,48.6,38.8,1,idling_minor_stops,poor,performance_loss,16.9,1,48.6,0.0,4,113.3,12.1,15.1,no,0.0,23.9,0.0,0.0,0.0,24.6,no,predictive,19.7,7.0,19,18,77.2,trainee,3.5,0.0,no,no,44.0,SUP-004,4802.0,4.09,0.86,0.91,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5198,98.4107,75.7,1.611,15.9,8.1,,8.9,31.8,8509.93,7817.85,14.72,0.0,3.68,100,4860.0,975.68,29.7,362.4328
MFG-LINE-PLT-001-01,PLT-001,WC-044,SHF-PLT-001-20240205-2,2024-02-05,2,462.4,PRD-2024-SKU-04017,pharmaceutical,WO-2024-90920,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.133,0.754,22.58,71.35,24.45,26.38,0.03,WC-002,25.89,93.65,WC-003,0.0,1359,975,974,1,0,1,143.14,176.47,0.8111,99.99,975,0.4,0,-28.26,7.43,462.4,435.4,0.9416,0.7613,0.999,0.7161,23.0,32.11,27.0,305.7,1,reduced_speed,good,performance_loss,26.8,1,27.0,0.0,1,462.4,27.0,27.0,no,0.0,27.0,0.0,0.0,0.0,0.0,no,emergency,26.8,4.3,21,17,94.9,skilled,14.5,0.0,no,no,63.8,SUP-083,47.0,5.41,1.3,1.43,contamination,labelling,automated_vision,no,no,no,no,99.99,98.1674,1847.7,1.897,470.1,185.6,,7.5,776.0,4919.51,11939.81,32.4,0.0,8.1,300,8100.0,1628.1,64.3,49.7426
MFG-LINE-PLT-010-03,PLT-010,WC-021,SHF-PLT-010-20210321-1,2021-03-21,1,435.1,PRD-2021-SKU-06880,industrial_machinery,WO-2021-22595,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,57.329,6.879,49.9,156.65,58.92,68.68,0.12,WC-005,61.19,97.03,WC-001,0.0,746,323,321,2,1,1,62.63,103.45,0.6054,99.5533,324,2.1,5,-56.7,6.32,435.1,352.6,0.8104,0.5313,0.9938,0.4279,12.93,30.21,82.5,284.9,2,reduced_speed,poor,performance_loss,43.2,2,82.5,0.0,4,108.8,20.6,42.1,yes,0.0,42.1,35.6,4.7,0.0,0.0,no,preventive,29.1,4.6,8,7,85.0,trainee,3.4,0.0,no,no,23.4,SUP-081,4467.0,4.11,0.87,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5533,98.4398,1282.1,3.994,277.6,67.2,,7.3,538.5,2942.47,2933.01,57.64,57.64,14.41,100,8250.0,1722.05,62.5,76.3028
MFG-LINE-PLT-001-01,PLT-001,WC-034,SHF-PLT-001-20211125-1,2021-11-25,1,459.8,PRD-2021-SKU-07999,pharmaceutical,WO-2021-37890,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.084,0.723,22.69,41.58,24.08,25.28,0.03,WC-007,24.55,92.65,WC-005,0.0,1352,931,930,1,0,1,149.44,176.47,0.8468,99.99,931,1.4,3,-31.14,6.74,459.8,395.9,0.861,0.7995,0.9989,0.6876,21.96,31.93,63.9,233.5,1,idling_minor_stops,average,performance_loss,22.1,2,63.9,0.0,2,229.9,31.9,59.5,yes,0.0,0.0,0.0,0.0,4.4,59.5,no,corrective,26.8,3.9,20,18,68.2,skilled,6.0,0.0,no,yes,24.8,SUP-026,42.0,5.43,1.31,1.48,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.0516,1208.1,1.299,282.0,81.0,,8.3,507.4,7499.05,7230.39,21.44,0.0,5.36,300,19170.0,3839.36,69.2,37.3012
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20210911-2,2021-09-11,2,460.8,PRD-2021-SKU-09523,electronics_pcb,WO-2021-57145,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,46.231,2.312,41.55,98.05,46.67,50.05,0.05,WC-001,47.49,93.39,WC-005,0.0,1019,598,597,1,0,1,77.86,132.84,0.5861,99.9039,598,0.4,1,-41.32,5.98,460.8,460.8,1.0,0.5861,0.9983,0.5851,18.72,32.0,0.0,422.3,1,reduced_speed,average,performance_loss,0.0,0,0.0,0.0,0,460.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,11.0,6.4,14,13,85.2,trainee,6.0,0.0,no,no,42.0,SUP-077,961.0,4.6,1.03,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9039,99.6178,663.3,1.111,162.2,34.5,,7.2,278.6,5780.7,6927.42,9.49,0.0,2.37,150,0.0,2.37,27.9,30.7925
MFG-LINE-PLT-003-03,PLT-003,WC-026,SHF-PLT-003-20211227-3,2021-12-27,3,434.4,PRD-2021-SKU-06755,electronics_pcb,WO-2021-45347,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.015,0.551,10.01,14.06,10.99,11.92,0.05,WC-001,11.36,93.76,WC-003,0.0,2713,877,876,1,0,1,326.49,375.0,0.8706,99.9391,877,0.0,0,-67.67,9.31,434.4,290.9,0.6696,0.4824,0.9989,0.3227,9.73,30.17,143.5,941.0,1,reduced_speed,poor,performance_loss,129.7,3,143.5,0.0,7,62.1,20.5,51.7,yes,51.7,0.0,34.4,12.2,0.0,45.2,no,predictive,16.8,6.7,18,13,62.8,multi_skilled,23.1,1.9,no,yes,14.6,SUP-122,609.0,4.73,1.08,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9391,99.1647,73.6,0.084,19.8,4.0,,9.8,30.9,2723.16,2220.97,13.07,0.0,3.27,150,21525.0,4308.27,47.2,18.7289
MFG-LINE-PLT-006-02,PLT-006,WC-026,SHF-PLT-006-20211029-1,2021-10-29,1,454.5,PRD-2021-SKU-05551,food_beverage,WO-2021-53727,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.373,0.885,6.89,11.54,7.63,8.83,0.12,WC-017,8.08,99.63,WC-008,0.0,4127,2672,2669,3,1,2,488.12,545.45,0.8949,99.8968,2673,2.1,8,-35.26,32.03,454.5,328.4,0.7226,0.8949,0.9989,0.6459,20.39,31.57,126.1,313.8,3,equipment_failure,average,availability_loss,0.0,0,126.1,0.0,5,90.9,25.2,56.2,yes,100.3,18.1,7.7,0.0,0.0,0.0,no,corrective,15.5,7.3,12,11,81.3,skilled,7.1,0.0,no,no,21.1,SUP-148,1032.0,4.58,1.03,1.12,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8968,99.0733,926.1,0.347,212.6,48.0,,8.3,389.0,4568.15,9865.58,2.6,2.6,1.3,80,10088.0,2021.5,59.6,8.0108
MFG-LINE-PLT-009-02,PLT-009,WC-049,SHF-PLT-009-20220504-1,2022-05-04,1,448.7,PRD-2022-SKU-01232,automotive_body,WO-2022-81948,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.286,1.914,34.75,107.78,37.66,41.44,0.05,WC-003,39.91,94.76,WC-001,0.0,815,579,578,1,0,1,94.01,109.09,0.8618,99.9819,579,3.3,9,-28.96,4.07,448.7,369.6,0.8237,0.8617,0.9983,0.7086,22.08,31.16,79.1,92.9,1,equipment_failure,good,availability_loss,0.0,0,79.1,0.0,5,89.7,15.8,24.1,no,24.1,9.9,26.4,0.0,0.0,18.8,no,preventive,14.2,4.4,23,19,94.8,skilled,13.4,0.0,no,no,69.8,SUP-053,181.0,5.07,1.19,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9819,99.6002,1618.4,2.8,322.9,161.1,32.4,7.8,679.7,3103.54,4335.28,40.94,0.0,10.23,200,15820.0,3174.23,41.8,53.8808
MFG-LINE-PLT-009-01,PLT-009,WC-048,SHF-PLT-009-20200116-2,2020-01-16,2,439.8,PRD-2020-SKU-01522,automotive_body,WO-2020-60806,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,74.846,8.982,64.83,152.96,78.99,89.67,0.12,WC-003,81.5,99.0,WC-010,17.53,419,257,256,1,0,1,48.1,57.32,0.8391,99.9589,257,4.6,13,-38.66,8.73,439.8,352.0,0.8003,0.7643,0.9961,0.6093,18.61,30.54,87.8,79.3,1,idling_minor_stops,average,performance_loss,31.4,2,87.8,0.0,4,109.9,21.9,53.5,yes,81.8,0.0,0.0,6.0,0.0,0.0,no,corrective,28.2,4.6,5,4,69.7,skilled,6.3,0.0,no,yes,40.4,SUP-161,411.0,4.85,1.12,1.28,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9589,98.0414,639.7,2.499,146.8,75.7,12.8,8.0,268.7,952.76,1190.38,88.42,0.0,22.11,200,17560.0,3534.11,55.2,97.137
MFG-LINE-PLT-008-01,PLT-008,WC-038,SHF-PLT-008-20241024-2,2024-10-24,2,466.0,PRD-2024-SKU-07501,medical_devices,WO-2024-82881,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,138.195,16.583,122.1,379.6,142.48,165.56,0.12,WC-003,152.04,99.9,WC-002,106.58,245,196,195,1,0,1,25.95,31.61,0.8209,99.9874,196,0.7,2,-20.0,2.28,466.0,466.0,1.0,0.7984,0.9949,0.7944,25.71,32.36,0.0,49.5,1,idling_minor_stops,good,performance_loss,12.8,1,0.0,0.0,0,466.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,6.1,14,11,70.1,skilled,14.8,0.0,no,no,41.3,SUP-043,126.0,5.16,1.22,1.32,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9874,98.7237,149.0,0.764,28.1,20.4,,8.7,62.6,1590.14,2879.98,5.63,0.0,1.41,250,0.0,1.41,68.6,28.5826
MFG-LINE-PLT-003-05,PLT-003,WC-044,SHF-PLT-003-20240123-2,2024-01-23,2,437.3,PRD-2024-SKU-06453,electronics_pcb,WO-2024-04794,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,46.095,5.531,40.61,136.96,45.5,55.22,0.12,WC-005,46.79,92.28,WC-002,0.0,670,399,398,1,0,1,77.91,92.07,0.8462,99.9086,399,1.9,5,-40.45,4.55,437.3,432.8,0.9897,0.6007,0.9975,0.5931,18.01,30.37,4.5,265.2,1,reduced_speed,average,performance_loss,125.5,3,4.5,0.0,1,437.3,4.5,4.5,no,0.0,0.0,0.0,4.5,0.0,0.0,no,preventive,2.5,7.3,14,12,93.6,skilled,8.8,0.0,no,no,32.6,SUP-180,914.0,4.62,1.04,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9086,99.7504,158.4,0.398,36.2,12.7,,9.0,66.5,2162.41,3491.45,8.45,0.0,2.11,150,675.0,137.11,51.5,22.6769
MFG-LINE-PLT-007-02,PLT-007,WC-020,SHF-PLT-007-20230123-2,2023-01-23,2,471.7,PRD-2023-SKU-08063,industrial_machinery,WO-2023-25994,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,284.004,34.081,267.52,573.2,280.13,340.24,0.12,WC-001,322.82,99.9,WC-002,268.46,121,82,81,1,0,1,12.67,15.54,0.8153,99.6987,82,2.8,7,-32.23,0.47,454.0,370.7,0.8165,0.8538,0.9878,0.6887,21.71,31.53,83.3,14.0,1,setup_adjustment,average,availability_loss,0.0,0,83.3,17.7,7,67.4,11.9,25.4,no,17.2,25.4,9.2,4.5,20.5,6.4,yes,corrective,32.8,4.1,24,22,87.4,skilled,8.2,0.0,no,no,61.2,SUP-074,3013.0,4.25,0.92,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6987,97.2807,88.3,1.09,18.8,7.7,,9.3,37.1,9568.37,17662.2,48.76,0.0,12.19,100,8330.0,1678.19,48.8,385.5419
MFG-LINE-PLT-006-01,PLT-006,WC-048,SHF-PLT-006-20220204-1,2022-02-04,1,455.5,PRD-2022-SKU-09857,food_beverage,WO-2022-54260,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.985,3.478,27.1,63.69,28.79,34.72,0.12,WC-009,32.06,99.9,WC-010,0.0,1109,593,591,2,0,2,124.18,146.34,0.8486,99.8246,593,1.3,3,-46.53,6.49,429.4,383.5,0.8931,0.6339,0.9966,0.5643,16.83,29.82,45.9,342.5,2,idling_minor_stops,average,performance_loss,123.1,4,45.9,26.1,5,91.1,9.2,21.3,no,21.3,16.0,0.0,8.6,0.0,0.0,yes,preventive,33.4,4.0,14,12,91.1,skilled,8.7,0.0,no,no,44.6,SUP-087,1754.0,4.42,0.97,1.03,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8246,97.1753,194.4,0.329,33.3,17.6,,8.4,81.6,3999.7,4296.86,3.8,0.0,1.9,80,3672.0,736.3,49.2,17.851
MFG-LINE-PLT-005-01,PLT-005,WC-017,SHF-PLT-005-20220214-3,2022-02-14,3,444.4,PRD-2022-SKU-03454,automotive_body,WO-2022-67275,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.788,4.775,34.42,71.53,39.32,47.67,0.12,WC-004,41.24,94.23,WC-002,0.0,774,582,581,1,0,1,90.41,104.65,0.8639,99.9595,582,0.9,1,-24.81,6.03,444.4,420.2,0.9455,0.794,0.9983,0.7495,23.13,30.86,24.2,151.0,1,idling_minor_stops,good,performance_loss,34.0,1,24.2,0.0,1,444.4,24.2,24.2,no,0.0,0.0,24.2,0.0,0.0,0.0,no,emergency,20.8,5.5,16,13,64.9,expert,14.0,1.7,no,no,47.7,SUP-063,405.0,4.85,1.12,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9595,98.2453,1217.2,2.095,294.0,137.7,24.3,8.3,511.2,5907.57,8744.81,22.57,0.0,5.64,200,4840.0,973.64,61.8,47.8281
MFG-LINE-PLT-004-02,PLT-004,WC-026,SHF-PLT-004-20231024-1,2023-10-24,1,454.2,PRD-2023-SKU-09641,industrial_machinery,WO-2023-13613,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,281.998,60.207,264.67,623.02,234.12,381.34,0.213,WC-001,316.07,99.9,WC-002,266.0,120,77,76,1,0,1,12.67,16.0,0.7919,99.6092,77,0.2,0,-35.83,0.72,454.2,408.5,0.8994,0.7068,0.987,0.6274,19.79,31.54,45.7,31.9,1,idling_minor_stops,average,performance_loss,43.9,1,45.7,0.0,4,113.6,11.4,17.0,no,6.2,0.0,17.0,22.5,0.0,0.0,no,corrective,6.1,7.5,15,14,90.9,semi_skilled,1.3,0.0,no,yes,34.3,SUP-187,3908.0,4.16,0.89,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6092,97.0318,287.7,3.786,66.0,39.5,,7.5,120.8,4608.59,3969.11,65.95,0.0,16.49,100,4570.0,930.49,62.6,179.6822
MFG-LINE-PLT-001-01,PLT-001,WC-001,SHF-PLT-001-20220716-2,2022-07-16,2,420.2,PRD-2022-SKU-04238,pharmaceutical,WO-2022-86100,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,35.369,1.061,30.76,73.73,35.25,37.12,0.03,WC-001,36.57,93.99,WC-010,0.0,1235,557,556,1,0,1,101.78,176.47,0.5768,99.9875,557,0.4,1,-54.9,3.61,420.2,349.8,0.8325,0.5414,0.9982,0.4499,13.13,29.18,70.4,471.8,1,reduced_speed,poor,performance_loss,21.5,1,70.4,0.0,4,105.1,17.6,28.1,no,50.8,10.6,0.0,9.0,0.0,0.0,no,predictive,26.8,4.3,24,22,80.2,trainee,6.1,0.9,no,no,84.0,SUP-104,125.0,5.16,1.22,1.39,contamination,labelling,automated_vision,yes,yes,yes,no,99.9875,97.2971,879.0,1.581,241.9,114.0,,7.9,369.2,2883.13,3688.7,20.46,0.0,5.12,300,21120.0,4229.12,29.5,32.3166
MFG-LINE-PLT-003-03,PLT-003,WC-022,SHF-PLT-003-20231210-2,2023-12-10,2,445.8,PRD-2023-SKU-03167,electronics_pcb,WO-2023-23883,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.15,0.657,11.42,34.87,12.98,14.23,0.05,WC-002,13.0,89.9,WC-001,0.0,2781,1039,1037,2,0,2,273.66,375.0,0.7298,99.8366,1039,5.4,19,-62.64,19.94,445.8,263.1,0.5901,0.6319,0.9981,0.3722,11.52,30.96,182.7,605.2,2,equipment_failure,poor,availability_loss,35.3,2,182.7,0.0,8,55.7,22.8,39.0,yes,88.3,38.9,19.7,0.0,0.0,35.8,no,corrective,16.8,5.1,8,7,89.5,semi_skilled,4.3,0.0,no,no,35.1,SUP-025,1634.0,4.44,0.98,0.99,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8366,98.5924,1276.5,1.231,304.8,126.7,,6.9,536.1,1373.35,2554.0,19.33,0.0,9.66,150,27405.0,5490.66,33.8,23.1545
MFG-LINE-PLT-009-01,PLT-009,WC-035,SHF-PLT-009-20241119-3,2024-11-19,3,444.0,PRD-2024-SKU-06261,automotive_body,WO-2024-48060,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,77.603,9.312,72.32,146.94,75.15,92.97,0.12,WC-001,85.51,99.9,WC-003,20.28,424,284,283,1,0,1,46.23,57.32,0.8065,99.961,284,0.7,1,-33.02,5.46,427.6,352.2,0.8237,0.844,0.9965,0.6927,20.57,29.7,75.4,52.5,1,setup_adjustment,average,availability_loss,0.0,0,75.4,16.4,4,111.0,18.8,43.3,yes,43.3,26.4,0.0,5.6,0.0,0.0,yes,predictive,28.2,5.4,9,7,70.4,skilled,19.3,0.0,no,no,85.0,SUP-022,390.0,4.86,1.12,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.961,97.5101,771.7,2.727,193.0,61.8,15.4,7.8,324.1,1808.84,2057.76,27.46,0.0,6.87,200,15080.0,3022.87,54.3,41.2199
MFG-LINE-PLT-002-04,PLT-002,WC-015,SHF-PLT-002-20231123-2,2023-11-23,2,456.2,PRD-2023-SKU-02184,electronics_pcb,WO-2023-28207,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.722,3.16,14.34,45.67,18.4,21.94,0.189,WC-004,18.81,99.9,WC-006,0.0,1937,1082,1079,3,1,2,215.12,255.32,0.8426,99.8131,1083,0.3,0,-44.14,6.76,456.2,301.8,0.6615,0.8426,0.9972,0.5558,17.61,31.68,154.4,202.1,3,setup_adjustment,average,availability_loss,0.0,0,154.4,0.0,5,91.2,30.9,55.8,yes,129.5,0.0,7.2,0.0,0.0,17.7,no,corrective,15.6,5.9,22,21,83.5,skilled,2.3,0.0,no,no,85.7,SUP-004,1869.0,4.4,0.97,1.09,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8131,97.9877,686.2,0.636,142.5,70.4,,8.4,288.2,5866.47,5377.37,9.87,9.87,4.93,150,23160.0,4646.8,47.6,20.3181
MFG-LINE-PLT-007-01,PLT-007,WC-027,SHF-PLT-007-20201206-1,2020-12-06,1,426.1,PRD-2020-SKU-07374,industrial_machinery,WO-2020-56882,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,224.627,6.739,193.74,508.98,221.39,235.75,0.03,WC-008,231.94,93.87,WC-011,203.47,150,84,83,1,0,1,16.02,21.16,0.7571,99.8996,84,0.4,1,-44.0,0.9,426.1,344.9,0.8095,0.6904,0.9881,0.5522,16.34,29.59,81.2,37.7,1,idling_minor_stops,average,performance_loss,30.3,1,81.2,0.0,3,142.0,27.1,60.3,yes,0.0,60.3,0.0,12.1,8.7,0.0,no,corrective,27.1,5.2,15,13,81.6,semi_skilled,8.8,0.0,yes,no,53.4,SUP-179,1004.0,4.59,1.03,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8996,97.8224,111.2,1.34,24.2,11.0,,9.1,46.7,5533.14,5072.74,29.18,0.0,7.29,100,8120.0,1631.29,61.0,157.3133
MFG-LINE-PLT-003-03,PLT-003,WC-008,SHF-PLT-003-20220413-2,2022-04-13,2,449.5,PRD-2022-SKU-01142,electronics_pcb,WO-2022-08689,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.78,0.539,9.52,23.47,10.81,11.67,0.05,WC-003,10.95,92.37,WC-002,0.0,2808,1503,1502,1,0,1,333.83,375.0,0.8902,99.9648,1503,3.5,9,-46.47,11.79,449.5,279.9,0.6227,0.8592,0.9993,0.5346,16.69,31.21,169.6,246.3,1,equipment_failure,average,availability_loss,9.8,1,169.6,0.0,5,89.9,33.9,127.9,yes,138.0,0.0,0.0,15.2,0.0,16.4,no,preventive,16.8,4.9,19,17,81.2,multi_skilled,10.4,0.8,no,no,52.9,SUP-084,352.0,4.89,1.13,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9648,99.4843,1595.1,1.062,420.5,218.8,,7.3,669.9,3363.59,7117.69,13.81,0.0,3.45,150,25440.0,5091.45,36.8,20.7974
MFG-LINE-PLT-005-03,PLT-005,WC-010,SHF-PLT-005-20200805-2,2020-08-05,2,445.7,PRD-2020-SKU-06707,automotive_body,WO-2020-72000,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,63.511,3.176,54.98,182.21,63.44,68.75,0.05,WC-001,64.46,92.27,WC-002,0.0,472,394,393,1,0,1,56.61,63.6,0.8901,99.9789,394,1.3,4,-16.53,17.64,445.7,417.6,0.9369,0.8901,0.9975,0.8318,25.74,30.95,28.1,48.6,1,reduced_speed,good,performance_loss,0.0,0,28.1,0.0,3,148.6,9.4,14.0,no,7.2,0.0,0.0,7.0,0.0,14.0,no,preventive,32.9,5.7,4,3,89.2,expert,1.4,0.0,no,no,23.3,SUP-121,211.0,5.03,1.18,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9789,98.9154,1021.4,2.599,202.6,74.4,20.4,7.9,429.0,435.77,451.62,45.99,0.0,11.5,200,5620.0,1135.5,48.5,48.365
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20221114-3,2022-11-14,3,428.6,PRD-2022-SKU-08665,electronics_pcb,WO-2022-53870,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.008,1.2,21.43,60.21,24.12,25.99,0.05,WC-001,24.96,94.51,WC-009,0.0,1253,848,847,1,0,1,149.93,175.61,0.8538,99.9498,848,2.2,4,-32.32,5.93,428.6,339.4,0.7919,0.8538,0.9988,0.6753,20.1,29.76,89.2,145.2,1,setup_adjustment,average,availability_loss,0.0,0,89.2,0.0,7,61.2,12.7,30.8,yes,30.7,30.8,9.0,0.0,8.5,10.1,no,corrective,24.0,5.8,21,20,89.1,expert,4.7,1.4,no,no,23.4,SUP-195,502.0,4.79,1.1,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9498,97.6497,793.6,0.937,146.3,109.1,,7.7,333.3,7854.47,16046.56,13.47,0.0,3.37,150,13380.0,2679.37,48.5,41.7044
MFG-LINE-PLT-004-05,PLT-004,WC-035,SHF-PLT-004-20201018-2,2020-10-18,2,474.0,PRD-2020-SKU-09217,industrial_machinery,WO-2020-88883,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,181.115,9.056,169.3,409.08,180.48,196.06,0.05,WC-007,186.31,93.52,WC-006,157.33,187,131,130,1,0,1,19.78,23.79,0.8314,99.9,131,0.5,1,-29.95,1.5,432.5,370.4,0.8564,0.8918,0.9924,0.7579,22.76,30.04,62.1,15.9,1,setup_adjustment,good,availability_loss,14.6,1,62.1,41.5,3,158.0,20.7,31.3,yes,0.0,26.1,0.0,4.7,0.0,31.3,yes,emergency,3.8,4.9,13,11,67.7,skilled,12.6,0.0,no,no,20.1,SUP-199,1000.0,4.59,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9,97.4529,292.8,2.252,56.6,32.5,,8.5,123.0,1757.81,2480.19,34.26,0.0,8.56,100,6210.0,1250.56,74.6,67.1235
MFG-LINE-PLT-007-02,PLT-007,WC-048,SHF-PLT-007-20240825-1,2024-08-25,1,440.6,PRD-2024-SKU-05800,industrial_machinery,WO-2024-92825,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,289.993,34.799,258.65,509.09,295.11,347.41,0.12,WC-001,306.54,96.1,WC-002,274.45,113,74,73,1,0,1,12.26,15.54,0.7889,99.7298,74,3.3,12,-34.51,0.55,440.6,398.6,0.9047,0.7167,0.9865,0.6396,19.57,30.59,42.0,29.3,1,reduced_speed,average,performance_loss,36.5,3,42.0,0.0,3,146.9,14.0,27.4,no,0.0,37.2,0.0,0.0,4.8,0.0,no,corrective,32.8,6.5,19,18,92.5,semi_skilled,0.6,0.0,no,no,66.1,SUP-048,2702.0,4.28,0.93,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7298,98.5314,282.7,3.873,53.0,17.9,,7.4,118.7,7337.93,13518.48,21.33,0.0,5.33,100,4200.0,845.33,49.4,307.3264
MFG-LINE-PLT-008-02,PLT-008,WC-037,SHF-PLT-008-20240325-2,2024-03-25,2,436.1,PRD-2024-SKU-06746,medical_devices,WO-2024-49381,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.202,3.616,39.7,63.2,45.83,51.17,0.08,WC-002,47.87,96.27,WC-005,0.0,676,430,429,1,0,1,79.57,93.02,0.8554,99.9895,430,1.2,3,-36.39,59.02,436.1,413.6,0.9484,0.6705,0.9977,0.6344,19.21,30.29,22.5,211.3,1,reduced_speed,average,performance_loss,89.4,3,22.5,0.0,3,145.4,7.5,8.9,no,0.0,8.9,8.4,5.2,0.0,0.0,no,corrective,8.4,6.7,2,1,77.8,skilled,9.3,0.0,no,no,41.2,SUP-076,105.0,5.21,1.24,1.39,contamination,functional_failure,automated_vision,yes,no,no,no,99.9895,98.769,260.0,0.606,64.1,15.4,,9.0,109.2,211.19,234.97,16.02,0.0,4.0,250,5625.0,1129.0,25.8,17.0973
MFG-LINE-PLT-004-03,PLT-004,WC-041,SHF-PLT-004-20211220-1,2021-12-20,1,449.2,PRD-2021-SKU-04259,industrial_machinery,WO-2021-23705,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,173.544,8.677,160.2,396.4,174.24,187.86,0.05,WC-001,181.73,95.2,WC-003,146.45,202,123,122,1,0,1,20.63,27.09,0.7615,99.825,123,0.9,2,-39.11,2.04,415.4,333.9,0.8038,0.816,0.9919,0.6506,18.77,28.85,81.5,27.7,1,setup_adjustment,average,availability_loss,9.9,1,81.5,33.8,5,89.8,16.3,30.6,yes,0.0,62.4,11.0,8.1,0.0,0.0,yes,emergency,22.2,5.8,10,8,76.3,semi_skilled,14.9,0.0,no,no,39.3,SUP-169,1750.0,4.42,0.97,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.825,98.2738,423.9,3.475,82.1,49.7,,7.7,178.0,1878.7,1762.22,62.37,0.0,15.59,100,8150.0,1645.59,73.1,92.7248
MFG-LINE-PLT-006-02,PLT-006,WC-003,SHF-PLT-006-20241029-2,2024-10-29,2,449.1,PRD-2024-SKU-08001,food_beverage,WO-2024-71986,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.643,1.037,7.76,11.0,8.97,10.35,0.12,WC-007,9.42,99.06,WC-006,0.0,4073,3021,3014,7,2,5,416.47,545.45,0.7635,99.7705,3023,4.1,14,-25.83,19.17,412.7,398.8,0.9663,0.8332,0.9977,0.8033,23.02,28.66,13.9,604.8,7,idling_minor_stops,good,performance_loss,0.0,0,13.9,36.4,1,449.1,13.9,13.9,no,0.0,0.0,0.0,0.0,0.0,13.9,yes,emergency,15.5,7.1,24,21,82.3,semi_skilled,11.9,0.0,no,no,26.2,SUP-027,2295.0,4.33,0.94,1.04,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7705,98.3743,756.5,0.251,173.1,51.9,,8.7,317.7,5905.73,11098.36,10.7,21.4,13.38,80,1112.0,257.18,57.7,16.3666
MFG-LINE-PLT-009-02,PLT-009,WC-003,SHF-PLT-009-20210310-2,2021-03-10,2,464.7,PRD-2021-SKU-03599,automotive_body,WO-2021-98429,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,44.555,2.228,39.15,63.13,45.65,48.23,0.05,WC-001,46.29,94.44,WC-003,0.0,844,455,454,1,0,1,80.67,109.09,0.7395,99.9692,455,1.1,3,-46.09,3.66,464.7,449.9,0.9682,0.5562,0.9978,0.5373,17.34,32.27,14.8,363.0,1,idling_minor_stops,average,performance_loss,111.5,4,14.8,0.0,1,464.7,14.8,14.8,no,0.0,0.0,0.0,0.0,0.0,14.8,no,predictive,14.2,6.5,17,16,61.9,semi_skilled,4.8,0.0,no,no,69.3,SUP-197,308.0,4.92,1.14,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9692,98.0759,1612.6,3.552,326.6,210.9,32.3,7.2,677.3,3550.62,8379.68,19.39,0.0,4.85,200,2960.0,596.85,29.5,45.7109
MFG-LINE-PLT-004-06,PLT-004,WC-022,SHF-PLT-004-20200329-1,2020-03-29,1,461.5,PRD-2020-SKU-02126,industrial_machinery,WO-2020-08489,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,127.338,15.281,108.99,223.64,132.53,152.55,0.12,WC-002,135.3,96.6,WC-003,95.37,245,211,210,1,0,1,28.25,31.97,0.8836,99.91,211,0.4,1,-13.88,6.83,461.5,448.2,0.9712,0.8835,0.9953,0.854,27.37,32.05,13.3,27.8,1,reduced_speed,world_class,performance_loss,0.0,0,13.3,0.0,3,153.8,4.4,5.3,no,4.9,0.0,0.0,5.3,3.1,0.0,no,preventive,6.6,7.3,5,4,75.6,skilled,12.4,0.3,no,yes,37.1,SUP-115,900.0,4.62,1.04,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.91,97.8164,699.9,3.333,131.4,35.0,,7.8,294.0,1872.74,2454.16,29.18,0.0,7.29,100,1330.0,273.29,38.5,49.9232
MFG-LINE-PLT-002-03,PLT-002,WC-013,SHF-PLT-002-20241030-3,2024-10-30,3,470.7,PRD-2024-SKU-06931,electronics_pcb,WO-2024-88195,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,55.075,2.754,48.65,153.32,55.7,59.62,0.05,WC-006,58.09,95.88,WC-003,0.0,645,449,448,1,0,1,65.35,82.38,0.7933,99.9526,449,0.1,0,-30.39,3.57,470.7,455.7,0.9681,0.7177,0.9978,0.6933,22.66,32.69,15.0,176.6,1,idling_minor_stops,average,performance_loss,43.4,1,15.0,0.0,1,470.7,15.0,15.0,no,0.0,15.0,0.0,0.0,0.0,0.0,no,preventive,13.3,6.0,17,16,63.1,skilled,1.8,0.0,no,no,55.4,SUP-080,474.0,4.81,1.1,1.26,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9526,98.7838,363.3,0.811,68.0,24.2,,8.0,152.6,6001.94,9360.51,27.39,0.0,6.85,150,2250.0,456.85,72.5,61.7423
MFG-LINE-PLT-003-01,PLT-003,WC-040,SHF-PLT-003-20220805-2,2022-08-05,2,442.6,PRD-2022-SKU-09078,electronics_pcb,WO-2022-49093,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.408,1.17,21.04,58.17,23.3,25.34,0.05,WC-002,24.2,93.98,WC-011,0.0,1295,949,948,1,0,1,153.66,175.61,0.875,99.9803,949,0.1,0,-26.72,6.12,442.6,415.4,0.9385,0.7806,0.9989,0.7319,22.49,30.73,27.2,266.7,1,idling_minor_stops,good,performance_loss,44.8,2,27.2,0.0,2,221.3,13.6,15.8,no,15.8,0.0,0.0,11.4,0.0,0.0,no,predictive,24.0,4.6,22,21,80.2,expert,3.9,0.0,no,no,79.7,SUP-085,197.0,5.04,1.18,1.26,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9803,96.9927,626.6,0.661,133.2,64.6,,8.3,263.2,3085.52,6572.7,15.26,0.0,3.81,150,4080.0,819.81,42.8,25.4641
MFG-LINE-PLT-005-06,PLT-005,WC-003,SHF-PLT-005-20210811-2,2021-08-11,2,454.5,PRD-2021-SKU-01696,automotive_body,WO-2021-77878,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,100.49,5.025,86.51,179.96,99.15,108.78,0.05,WC-004,104.6,94.62,WC-003,52.49,363,146,145,1,0,1,35.69,48.0,0.7435,99.9802,146,0.1,0,-59.78,9.57,454.5,245.5,0.5401,0.7434,0.9932,0.3988,12.59,31.56,209.0,50.4,1,setup_adjustment,poor,availability_loss,0.0,0,209.0,0.0,13,35.0,16.1,41.9,yes,122.4,30.1,40.6,12.9,3.0,0.0,no,predictive,32.1,5.4,3,2,87.0,semi_skilled,12.4,0.0,no,no,34.9,SUP-031,198.0,5.04,1.18,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9802,97.3249,269.4,1.858,70.0,33.0,5.4,8.5,113.1,483.92,564.04,28.2,0.0,7.05,200,41800.0,8367.05,70.0,35.6218
MFG-LINE-PLT-006-01,PLT-006,WC-012,SHF-PLT-006-20200601-3,2020-06-01,3,467.9,PRD-2020-SKU-03595,food_beverage,WO-2020-94682,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,30.54,3.665,26.18,45.09,29.54,36.59,0.12,WC-010,33.18,98.77,WC-009,0.0,1138,646,644,2,0,2,117.73,146.34,0.8045,99.7931,646,4.8,11,-43.23,8.26,467.9,329.2,0.7036,0.8045,0.9969,0.5643,18.34,32.5,138.7,157.0,2,equipment_failure,average,availability_loss,0.0,0,138.7,0.0,10,46.8,13.9,40.1,yes,64.6,20.7,24.2,14.5,0.0,14.7,no,corrective,33.4,5.7,13,10,75.6,skilled,22.5,0.0,no,no,16.9,SUP-044,2069.0,4.37,0.96,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7931,99.4927,397.3,0.617,71.8,22.8,,6.9,166.9,2325.86,4082.29,3.55,0.0,1.77,80,11096.0,2220.97,55.1,13.5116
MFG-LINE-PLT-005-02,PLT-005,WC-012,SHF-PLT-005-20200114-2,2020-01-14,2,473.9,PRD-2020-SKU-03131,automotive_body,WO-2020-40086,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.697,4.216,45.04,100.68,53.02,59.65,0.08,WC-003,55.49,95.72,WC-006,0.0,598,533,532,1,0,1,68.28,75.79,0.9009,99.9858,533,1.4,5,-10.87,6.74,473.9,468.4,0.9884,0.9009,0.9981,0.8887,29.25,32.91,5.5,58.6,1,idling_minor_stops,world_class,performance_loss,0.0,0,5.5,0.0,1,473.9,5.5,5.5,no,0.0,0.0,0.0,5.5,0.0,0.0,no,preventive,1.3,6.6,12,10,84.3,expert,9.2,0.0,no,no,46.9,SUP-144,142.0,5.13,1.21,1.39,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9858,97.9161,1199.1,2.254,261.1,126.1,24.0,8.2,503.6,3761.06,4659.09,29.0,0.0,7.25,200,1100.0,227.25,37.4,44.8819
MFG-LINE-PLT-004-07,PLT-004,WC-042,SHF-PLT-004-20220204-1,2022-02-04,1,427.4,PRD-2022-SKU-06098,industrial_machinery,WO-2022-31932,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,322.992,16.15,288.92,393.23,325.84,349.64,0.05,WC-004,332.46,93.57,WC-005,304.94,128,61,60,1,0,1,11.01,18.05,0.61,99.8805,61,0.4,0,-52.34,1.05,427.4,332.4,0.7777,0.6099,0.9836,0.4666,13.85,29.68,95.0,39.0,1,idling_minor_stops,poor,performance_loss,0.0,0,95.0,0.0,4,106.8,23.8,33.9,yes,33.9,22.3,27.8,11.0,0.0,0.0,no,predictive,22.9,5.9,10,8,70.3,trainee,11.8,0.0,no,no,15.7,SUP-153,1195.0,4.54,1.01,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8805,97.0771,206.9,3.449,42.2,25.7,,7.7,86.9,3490.44,7272.81,20.0,0.0,5.0,100,9500.0,1905.0,57.1,199.7208
MFG-LINE-PLT-008-02,PLT-008,WC-032,SHF-PLT-008-20230212-1,2023-02-12,1,451.6,PRD-2023-SKU-03985,medical_devices,WO-2023-05730,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,39.282,3.143,34.33,75.81,38.9,44.47,0.08,WC-002,42.22,97.7,WC-003,0.0,700,617,616,1,0,1,91.55,93.02,0.9842,99.99,617,0.4,1,-11.86,6.3,451.6,404.4,0.8955,0.9841,0.9984,0.8798,27.59,31.36,47.2,10.0,1,equipment_failure,world_class,availability_loss,0.0,0,47.2,0.0,4,112.9,11.8,16.7,no,20.0,10.4,16.7,0.0,0.0,0.0,no,preventive,8.4,7.0,14,13,75.5,expert,0.7,1.9,no,no,40.6,SUP-015,72.0,5.3,1.27,1.3,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.1168,811.9,1.318,211.6,90.5,,7.8,341.0,1853.32,2862.94,17.34,0.0,4.33,250,11800.0,2364.33,47.8,25.0244
MFG-LINE-PLT-002-03,PLT-002,WC-004,SHF-PLT-002-20210911-3,2021-09-11,3,440.6,PRD-2021-SKU-02341,electronics_pcb,WO-2021-48686,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,54.424,2.721,51.44,103.71,53.74,58.91,0.05,WC-005,56.58,94.51,WC-001,0.0,604,445,444,1,0,1,66.04,82.38,0.8017,99.9328,445,0.2,0,-26.32,3.36,440.6,417.2,0.9469,0.7769,0.9978,0.734,22.46,30.59,23.4,127.8,1,reduced_speed,good,performance_loss,12.9,1,23.4,0.0,1,440.6,23.4,23.4,no,23.4,0.0,0.0,0.0,0.0,0.0,no,preventive,13.3,7.0,21,18,76.8,skilled,12.7,0.0,no,no,79.4,SUP-035,672.0,4.71,1.07,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9328,99.519,312.1,0.703,62.3,45.5,,8.2,131.1,3615.58,6858.14,11.77,0.0,2.94,150,3510.0,704.94,29.4,35.386
MFG-LINE-PLT-005-02,PLT-005,WC-019,SHF-PLT-005-20210711-3,2021-07-11,3,459.6,PRD-2021-SKU-06912,automotive_body,WO-2021-75004,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,58.952,4.716,54.94,129.49,56.56,66.73,0.08,WC-005,60.74,93.67,WC-004,0.0,580,406,405,1,0,1,61.04,75.79,0.8054,99.9781,406,2.6,6,-30.0,4.07,459.6,436.8,0.9504,0.7358,0.9975,0.6975,22.26,31.92,22.8,145.8,1,reduced_speed,average,performance_loss,37.8,1,22.8,0.0,1,459.6,22.8,22.8,no,0.0,22.8,0.0,0.0,0.0,0.0,no,corrective,1.3,6.2,16,13,88.5,skilled,17.7,0.6,no,no,30.9,SUP-002,219.0,5.02,1.17,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9781,98.6503,1301.3,3.213,301.4,66.2,26.0,7.4,546.5,6050.31,6036.26,53.62,0.0,13.4,200,4560.0,925.4,32.4,83.5958
MFG-LINE-PLT-010-03,PLT-010,WC-015,SHF-PLT-010-20210822-3,2021-08-22,3,445.9,PRD-2021-SKU-08278,industrial_machinery,WO-2021-03878,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.794,5.255,39.01,67.01,44.61,52.46,0.12,WC-005,46.31,96.13,WC-008,0.0,766,512,510,2,0,2,82.16,103.45,0.7942,99.7537,512,1.2,4,-33.16,11.44,445.9,373.9,0.8385,0.7942,0.9961,0.6634,20.54,30.97,72.0,132.7,2,reduced_speed,average,performance_loss,0.0,0,72.0,0.0,5,89.2,14.4,24.1,no,0.0,37.9,24.1,5.3,4.7,0.0,no,predictive,29.1,6.3,8,6,69.6,skilled,13.0,0.0,no,no,21.7,SUP-061,2463.0,4.31,0.94,1.05,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7537,98.7996,2421.0,4.747,451.5,248.5,,6.8,1016.8,2761.28,4631.66,168.72,0.0,84.36,100,7200.0,1524.36,69.6,183.8776
MFG-LINE-PLT-010-04,PLT-010,WC-041,SHF-PLT-010-20210108-2,2021-01-08,2,475.2,PRD-2021-SKU-01409,industrial_machinery,WO-2021-71574,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,319.452,38.334,296.51,863.3,311.0,382.7,0.12,WC-004,350.04,99.61,WC-006,305.83,107,68,67,1,0,1,11.15,13.62,0.8186,99.8225,68,0.3,1,-36.45,0.42,475.2,365.8,0.7698,0.8189,0.9853,0.6211,20.5,33.0,109.4,15.0,1,setup_adjustment,average,availability_loss,0.0,0,109.4,0.0,4,118.8,27.4,69.3,yes,102.1,0.0,7.3,0.0,0.0,0.0,no,preventive,14.7,5.9,22,20,90.4,skilled,6.1,0.0,no,no,36.3,SUP-002,1775.0,4.42,0.97,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8225,96.92,249.3,3.721,47.2,35.1,,7.5,104.7,5372.45,11933.54,38.66,0.0,9.66,100,10940.0,2197.66,47.6,297.5354
MFG-LINE-PLT-005-06,PLT-005,WC-040,SHF-PLT-005-20200204-1,2020-02-04,1,430.2,PRD-2020-SKU-08257,automotive_body,WO-2020-53694,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,79.419,3.971,67.81,234.55,79.93,85.97,0.05,WC-006,82.23,94.13,WC-003,31.42,344,240,239,1,0,1,45.27,48.0,0.9431,99.99,240,1.3,3,-30.23,6.67,396.2,309.0,0.7799,0.9709,0.9958,0.754,20.75,27.51,87.2,7.2,1,equipment_failure,good,availability_loss,24.9,3,87.2,34.0,5,86.0,17.4,49.0,yes,49.0,21.2,0.0,6.6,0.0,10.5,yes,corrective,32.1,6.5,6,5,72.1,multi_skilled,12.8,0.0,no,no,16.6,SUP-159,70.0,5.31,1.27,1.43,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.5007,656.5,2.747,168.8,61.4,13.1,7.8,275.7,1031.24,2385.81,12.7,0.0,3.17,200,17440.0,3491.17,53.4,27.0504
MFG-LINE-PLT-005-01,PLT-005,WC-049,SHF-PLT-005-20240803-2,2024-08-03,2,474.6,PRD-2024-SKU-03618,automotive_body,WO-2024-60624,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.608,4.753,34.09,72.29,41.07,47.45,0.12,WC-001,44.92,99.9,WC-004,0.0,827,538,537,1,0,1,90.85,104.65,0.8681,99.9359,538,1.7,6,-34.95,3.99,474.6,355.3,0.7486,0.8681,0.9981,0.6487,21.38,32.96,119.3,81.7,1,equipment_failure,average,availability_loss,0.0,0,119.3,0.0,5,94.9,23.9,46.7,yes,88.5,0.0,20.4,10.4,0.0,0.0,no,corrective,20.8,7.2,19,17,94.2,skilled,9.9,0.0,no,no,61.2,SUP-148,641.0,4.72,1.07,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9359,98.1361,900.0,1.676,201.1,73.3,18.0,8.7,378.0,6566.93,13077.52,41.26,0.0,10.31,200,23860.0,4782.31,70.8,77.9187
MFG-LINE-PLT-004-06,PLT-004,WC-026,SHF-PLT-004-20201209-3,2020-12-09,3,431.9,PRD-2020-SKU-07364,industrial_machinery,WO-2020-93877,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,126.43,15.172,110.14,192.98,130.22,151.46,0.12,WC-001,134.98,97.06,WC-003,94.46,229,175,174,1,0,1,28.36,31.97,0.8871,99.8277,175,0.5,1,-23.58,1.42,431.9,406.1,0.9403,0.8087,0.9943,0.756,22.68,29.99,25.8,41.4,1,reduced_speed,good,performance_loss,35.9,1,25.8,0.0,3,144.0,8.6,10.5,no,0.0,19.3,0.0,6.5,0.0,0.0,no,corrective,6.6,7.6,23,17,74.7,expert,24.8,0.0,no,no,55.4,SUP-146,1723.0,4.42,0.97,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8277,96.9295,579.2,3.329,154.4,43.9,,7.8,243.3,3378.2,6714.97,46.48,0.0,11.62,100,2580.0,527.62,35.5,104.7539
MFG-LINE-PLT-004-03,PLT-004,WC-009,SHF-PLT-004-20230426-3,2023-04-26,3,441.9,PRD-2023-SKU-06092,industrial_machinery,WO-2023-41689,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,182.394,9.12,170.32,538.02,184.15,197.44,0.05,WC-004,192.53,95.96,WC-002,155.3,199,112,111,1,0,1,19.58,27.09,0.7228,99.8523,112,0.4,0,-43.72,2.15,441.9,343.2,0.7766,0.7229,0.9911,0.5564,17.07,30.69,98.7,42.9,1,reduced_speed,average,performance_loss,0.0,0,98.7,0.0,4,110.5,24.7,49.2,yes,85.0,0.0,10.6,0.0,3.1,0.0,no,predictive,22.2,6.6,8,7,66.2,semi_skilled,1.6,0.6,yes,no,31.1,SUP-147,1477.0,4.47,0.99,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8523,97.3702,428.1,3.857,108.8,30.3,,7.4,179.8,1352.89,2894.95,137.4,0.0,34.35,100,9870.0,2008.35,48.0,176.9067
MFG-LINE-PLT-009-02,PLT-009,WC-045,SHF-PLT-009-20210208-1,2021-02-08,1,446.0,PRD-2021-SKU-06148,automotive_body,WO-2021-31948,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,53.412,2.671,49.66,124.94,52.24,57.82,0.05,WC-002,53.37,90.85,WC-001,0.0,810,412,411,1,0,1,67.31,109.09,0.617,99.9543,412,2.0,7,-49.14,2.91,446.0,389.5,0.8733,0.5817,0.9976,0.5068,15.7,30.97,56.5,296.3,1,idling_minor_stops,average,performance_loss,22.3,1,56.5,0.0,3,148.7,18.8,24.3,no,24.3,0.0,32.3,0.0,0.0,0.0,no,corrective,14.2,5.7,22,19,90.4,trainee,10.7,1.0,no,yes,40.8,SUP-031,457.0,4.82,1.11,1.12,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9543,98.4981,915.3,2.227,220.8,54.2,18.3,8.2,384.4,3039.38,5153.41,46.36,0.0,11.59,200,11300.0,2271.59,31.1,66.4066
MFG-LINE-PLT-005-02,PLT-005,WC-044,SHF-PLT-005-20230924-1,2023-09-24,1,430.6,PRD-2023-SKU-02360,automotive_body,WO-2023-74138,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.414,4.753,52.1,73.3,60.08,67.26,0.08,WC-003,61.19,93.63,WC-006,0.0,543,265,264,1,0,1,60.51,75.79,0.7984,99.9794,265,2.3,8,-51.2,2.3,430.6,430.6,1.0,0.4872,0.9962,0.4854,14.52,29.9,0.0,278.9,1,reduced_speed,poor,performance_loss,167.8,4,0.0,0.0,0,430.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,6.8,17,16,65.3,semi_skilled,2.5,0.0,no,no,19.5,SUP-119,206.0,5.03,1.18,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9794,98.5033,524.3,1.986,143.0,55.3,10.5,8.4,220.2,2718.28,6686.73,61.91,0.0,15.48,200,0.0,15.48,47.3,97.7695
MFG-LINE-PLT-005-02,PLT-005,WC-042,SHF-PLT-005-20201220-3,2020-12-20,3,431.6,PRD-2020-SKU-02987,automotive_body,WO-2020-03316,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.039,4.803,54.68,160.34,57.82,67.96,0.08,WC-006,63.95,96.83,WC-002,0.0,544,412,411,1,0,1,59.9,75.79,0.7903,99.9766,412,0.5,1,-24.26,8.16,431.6,431.6,1.0,0.7558,0.9976,0.754,22.6,29.97,0.0,133.1,1,idling_minor_stops,good,performance_loss,18.9,1,0.0,0.0,0,431.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,6.2,9,7,67.1,skilled,16.8,0.0,no,no,77.4,SUP-044,234.0,5.0,1.17,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9766,99.1035,1129.0,2.747,252.0,154.6,22.6,7.8,474.2,2064.67,4245.72,44.94,0.0,11.23,200,0.0,11.23,38.4,60.4031
MFG-LINE-PLT-005-02,PLT-005,WC-028,SHF-PLT-005-20200116-3,2020-01-16,3,464.9,PRD-2020-SKU-05829,automotive_body,WO-2020-77167,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,61.045,4.884,53.3,85.27,59.54,69.1,0.08,WC-001,61.12,91.02,WC-002,0.0,587,385,384,1,0,1,58.94,75.79,0.7777,99.9763,385,1.1,3,-34.41,4.13,464.9,418.9,0.901,0.7277,0.9974,0.654,21.11,32.28,46.0,144.1,1,idling_minor_stops,average,performance_loss,27.0,3,46.0,0.0,3,155.0,15.3,20.2,no,0.0,0.0,13.7,0.0,12.1,20.2,no,corrective,1.3,4.4,16,12,75.8,skilled,23.2,0.0,no,no,66.9,SUP-086,237.0,5.0,1.17,1.19,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9763,99.6312,867.1,2.258,169.4,97.9,17.3,8.2,364.2,5802.62,5783.67,66.68,0.0,16.67,200,9200.0,1856.67,47.5,97.0263
MFG-LINE-PLT-003-04,PLT-003,WC-041,SHF-PLT-003-20200309-1,2020-03-09,1,434.7,PRD-2020-SKU-05736,electronics_pcb,WO-2020-74512,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,29.875,1.494,28.24,35.97,30.08,32.34,0.05,WC-003,30.57,93.04,WC-006,0.0,962,873,872,1,0,1,120.49,132.84,0.907,99.9668,873,1.1,3,-9.25,5.73,394.4,394.4,1.0,0.9997,0.9989,0.9985,27.35,27.39,0.0,0.3,1,process_defects,world_class,quality_loss,0.0,0,0.0,40.3,0,434.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,11.0,7.2,23,21,92.4,skilled,6.8,0.0,no,no,77.8,SUP-036,332.0,4.9,1.13,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9668,99.6876,602.6,0.691,117.2,52.8,,8.3,253.1,4239.95,3885.79,21.13,0.0,5.28,150,0.0,5.28,62.7,30.4727
MFG-LINE-PLT-009-02,PLT-009,WC-025,SHF-PLT-009-20230122-1,2023-01-22,1,448.7,PRD-2023-SKU-07907,automotive_body,WO-2023-07778,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.749,1.887,35.08,51.65,37.78,40.86,0.05,WC-003,38.55,92.85,WC-002,0.0,815,476,475,1,0,1,95.29,109.09,0.8735,99.9836,476,0.0,0,-41.6,4.89,448.7,341.3,0.7606,0.7672,0.9979,0.5823,18.14,31.16,107.4,144.4,1,setup_adjustment,average,availability_loss,41.5,1,107.4,0.0,6,74.8,17.9,26.7,no,31.9,26.7,0.0,22.4,0.0,26.4,no,preventive,14.2,5.9,14,13,84.9,skilled,4.3,0.0,no,no,67.2,SUP-111,164.0,5.09,1.2,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9836,99.0726,844.1,1.777,161.8,52.3,16.9,8.6,354.5,4570.31,7705.99,35.11,0.0,8.78,200,21480.0,4304.78,52.2,61.0288
MFG-LINE-PLT-010-04,PLT-010,WC-025,SHF-PLT-010-20201203-2,2020-12-03,2,462.9,PRD-2020-SKU-09273,industrial_machinery,WO-2020-40878,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,311.119,37.334,288.9,819.08,309.96,372.72,0.12,WC-005,335.43,98.01,WC-008,297.5,104,85,84,1,0,1,11.52,13.62,0.8458,99.7647,85,0.4,1,-18.27,10.89,462.9,442.9,0.9568,0.8455,0.9882,0.7994,25.7,32.14,20.0,15.5,1,idling_minor_stops,good,performance_loss,0.0,0,20.0,0.0,1,462.9,20.0,20.0,no,20.0,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.4,1,1,87.4,skilled,4.5,0.0,no,no,63.1,SUP-004,2353.0,4.33,0.94,0.94,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7647,99.2898,230.7,2.746,46.3,32.5,,8.2,96.9,346.09,753.92,41.54,0.0,10.38,100,2000.0,410.38,61.9,55.1299
MFG-LINE-PLT-010-01,PLT-010,WC-021,SHF-PLT-010-20230202-1,2023-02-02,1,431.0,PRD-2023-SKU-04849,industrial_machinery,WO-2023-49485,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,299.751,23.98,274.35,626.92,300.04,339.32,0.08,WC-001,323.65,98.16,WC-003,286.88,92,82,81,1,0,1,11.97,12.87,0.9301,99.8854,82,0.4,1,-10.87,11.28,431.0,411.1,0.9538,0.9298,0.9878,0.876,26.22,29.93,19.9,6.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,19.9,0.0,1,431.0,19.9,19.9,no,19.9,0.0,0.0,0.0,0.0,0.0,no,corrective,19.7,6.4,1,1,91.3,multi_skilled,8.9,0.0,no,no,66.3,SUP-157,1146.0,4.55,1.02,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8854,99.3395,234.7,2.897,47.4,19.7,,8.1,98.6,161.96,280.61,28.34,0.0,7.08,100,1990.0,405.08,27.1,34.1537
MFG-LINE-PLT-005-05,PLT-005,WC-029,SHF-PLT-005-20230709-2,2023-07-09,2,422.6,PRD-2023-SKU-04009,automotive_body,WO-2023-54950,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,65.945,1.978,61.43,185.59,66.17,69.21,0.03,WC-003,65.37,90.12,WC-001,6.92,415,331,330,1,0,1,54.44,59.02,0.9224,99.99,331,2.5,6,-20.24,23.43,422.6,364.8,0.8632,0.9225,0.997,0.7939,23.3,29.35,57.8,27.8,1,equipment_failure,good,availability_loss,0.0,0,57.8,0.0,2,211.3,28.9,48.5,yes,0.0,48.5,0.0,9.4,0.0,0.0,no,preventive,23.7,6.3,3,2,90.4,expert,10.0,0.0,no,no,86.7,SUP-021,29.0,5.52,1.34,1.41,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.6864,964.9,2.924,256.2,118.4,19.3,7.7,405.3,606.15,502.98,33.08,0.0,8.27,200,11560.0,2320.27,47.8,36.5412
MFG-LINE-PLT-003-04,PLT-003,WC-011,SHF-PLT-003-20240102-3,2024-01-02,3,425.5,PRD-2024-SKU-02603,electronics_pcb,WO-2024-77654,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.375,1.569,27.31,71.91,31.85,33.96,0.05,WC-003,32.99,95.59,WC-007,0.0,941,705,704,1,0,1,114.62,132.84,0.8628,99.9537,705,0.4,0,-25.08,8.27,425.5,377.8,0.8879,0.8429,0.9986,0.7473,22.08,29.55,47.7,131.4,1,idling_minor_stops,good,performance_loss,8.7,1,47.7,0.0,5,85.1,9.5,15.4,no,5.8,7.0,23.9,0.0,11.0,0.0,no,preventive,11.0,7.1,14,12,71.7,expert,7.9,0.0,no,no,22.2,SUP-144,463.0,4.81,1.1,1.26,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9537,98.2449,564.6,0.802,142.8,66.9,,8.0,237.1,3412.26,4157.24,26.66,0.0,6.67,150,7155.0,1437.67,41.5,37.45
MFG-LINE-PLT-005-05,PLT-005,WC-004,SHF-PLT-005-20200325-3,2020-03-25,3,435.7,PRD-2020-SKU-07877,automotive_body,WO-2020-17589,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,111.968,3.359,104.28,178.51,113.33,117.51,0.03,WC-003,115.27,93.59,WC-002,52.95,428,195,194,1,0,1,32.1,59.02,0.5439,99.9735,195,0.5,1,-54.44,1.41,435.7,364.5,0.8366,0.544,0.9949,0.4527,13.7,30.25,71.2,163.5,1,idling_minor_stops,poor,performance_loss,0.0,0,71.2,0.0,6,72.6,11.9,16.1,no,13.0,0.0,16.1,19.6,22.4,0.0,no,corrective,23.7,5.0,22,19,92.1,trainee,13.5,0.0,no,yes,70.1,SUP-167,265.0,4.97,1.16,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9735,97.6779,613.4,3.162,163.4,55.5,12.3,7.5,257.6,7350.03,10993.0,28.02,0.0,7.0,200,14240.0,2855.0,55.8,122.7161
MFG-LINE-PLT-006-01,PLT-006,WC-046,SHF-PLT-006-20200904-1,2020-09-04,1,428.5,PRD-2020-SKU-05916,food_beverage,WO-2020-82213,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.656,3.439,25.83,71.04,26.98,34.33,0.12,WC-011,31.41,99.64,WC-003,0.0,1043,734,733,1,0,1,125.5,146.34,0.8576,99.8734,734,0.6,1,-29.63,4.46,399.5,321.9,0.8058,0.9348,0.9986,0.7522,20.87,27.74,77.6,51.2,1,equipment_failure,good,availability_loss,0.0,0,77.6,29.0,6,71.4,12.9,25.5,no,0.0,0.0,39.4,11.4,5.9,20.8,yes,emergency,33.4,5.0,24,23,76.6,skilled,2.3,0.0,no,no,80.4,SUP-049,1266.0,4.52,1.01,1.05,contamination,labelling,sampling_plan_ansi,yes,yes,yes,yes,99.8734,99.8601,221.4,0.302,53.8,24.2,,8.5,93.0,2964.47,5725.08,5.65,0.0,1.41,80,6208.0,1243.01,29.9,17.5125
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20200319-2,2020-03-19,2,473.6,PRD-2020-SKU-06622,industrial_machinery,WO-2020-43057,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,344.71,65.15,302.18,975.48,326.05,452.21,0.189,WC-002,357.21,94.21,WC-001,332.28,97,63,62,1,0,1,10.3,12.43,0.8286,99.6081,63,4.2,11,-35.05,0.41,473.6,416.9,0.8803,0.7296,0.9841,0.632,20.79,32.89,56.7,23.3,1,reduced_speed,average,performance_loss,50.0,2,56.7,0.0,2,236.8,28.3,44.5,yes,0.0,56.7,0.0,0.0,0.0,0.0,no,corrective,24.6,6.1,22,19,65.9,skilled,13.5,0.0,no,no,48.1,SUP-018,3919.0,4.16,0.89,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,99.6081,98.0924,168.5,2.717,39.1,19.3,,8.2,70.8,8307.22,15876.02,67.3,0.0,16.82,100,5670.0,1150.82,50.8,458.4377
MFG-LINE-PLT-003-01,PLT-003,WC-011,SHF-PLT-003-20200827-3,2020-08-27,3,468.8,PRD-2020-SKU-09600,electronics_pcb,WO-2020-02922,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.133,1.257,23.74,55.54,25.49,27.21,0.05,WC-004,26.05,94.23,WC-003,0.0,1371,902,901,1,0,1,143.11,175.61,0.8149,99.956,902,2.2,5,-34.21,8.24,468.8,378.2,0.8067,0.8149,0.9989,0.6567,21.38,32.55,90.6,204.9,1,equipment_failure,average,availability_loss,0.0,0,90.6,0.0,6,78.1,15.1,32.2,yes,47.3,0.0,12.2,31.2,0.0,0.0,no,preventive,24.0,6.5,16,14,85.7,skilled,6.3,0.0,no,no,49.4,SUP-197,440.0,4.83,1.11,1.27,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.956,98.1699,982.1,1.09,228.7,68.9,,7.3,412.5,2223.96,4542.1,12.16,0.0,3.04,150,13590.0,2721.04,43.5,19.683
MFG-LINE-PLT-010-01,PLT-010,WC-010,SHF-PLT-010-20210403-1,2021-04-03,1,478.3,PRD-2021-SKU-03980,industrial_machinery,WO-2021-36637,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,318.333,25.467,296.31,704.99,319.66,360.35,0.08,WC-003,331.82,94.76,WC-001,305.46,102,68,67,1,0,1,11.17,12.87,0.8679,99.8928,68,2.0,4,-33.33,0.38,478.3,404.4,0.8455,0.7839,0.9853,0.653,21.69,33.21,73.9,18.7,1,idling_minor_stops,average,performance_loss,39.2,2,73.9,0.0,3,159.4,24.6,37.8,yes,37.8,36.1,0.0,0.0,0.0,0.0,no,corrective,19.7,5.7,23,22,79.4,skilled,2.9,0.0,no,no,77.7,SUP-090,1072.0,4.57,1.02,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8928,98.9552,248.7,3.712,52.3,20.9,,7.5,104.5,7603.38,13585.41,71.14,0.0,17.79,100,7390.0,1495.79,47.5,388.4524
MFG-LINE-PLT-009-01,PLT-009,WC-032,SHF-PLT-009-20200105-1,2020-01-05,1,436.6,PRD-2020-SKU-07460,automotive_body,WO-2020-71210,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,81.745,9.809,70.28,114.23,84.86,97.93,0.12,WC-009,85.61,95.21,WC-001,24.43,416,281,280,1,0,1,44.04,57.32,0.7683,99.942,281,0.4,1,-32.45,3.85,436.6,382.9,0.877,0.7682,0.9964,0.6713,20.35,30.32,53.7,84.8,1,idling_minor_stops,average,performance_loss,0.0,0,53.7,0.0,3,145.5,17.9,26.2,no,26.2,0.0,17.8,0.0,9.7,0.0,no,preventive,28.2,5.7,11,10,89.4,semi_skilled,5.5,0.0,no,no,28.8,SUP-146,580.0,4.75,1.08,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.942,97.816,584.4,2.087,113.4,70.5,11.7,8.3,245.4,1465.82,2279.7,67.8,0.0,16.95,200,10740.0,2164.95,63.8,81.419
MFG-LINE-PLT-006-02,PLT-006,WC-031,SHF-PLT-006-20210127-3,2021-01-27,3,440.5,PRD-2021-SKU-01451,food_beverage,WO-2021-46876,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.197,1.104,8.7,21.07,9.25,11.02,0.12,WC-020,10.47,99.9,WC-016,0.0,3997,1547,1544,3,1,2,391.29,545.45,0.7174,99.8198,1548,1.1,2,-61.3,42.06,440.5,346.0,0.7855,0.4918,0.9981,0.3856,11.8,30.59,94.5,1598.5,3,reduced_speed,poor,performance_loss,108.8,3,94.5,0.0,4,110.1,23.6,28.3,no,50.6,22.2,0.0,0.0,0.0,21.7,no,corrective,15.5,5.9,6,5,60.7,semi_skilled,6.6,1.4,no,no,84.3,SUP-183,1802.0,4.41,0.97,1.08,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8198,99.4427,481.7,0.312,128.8,30.5,,8.4,202.3,2122.08,2320.08,4.15,4.15,2.08,80,7560.0,1518.23,28.0,7.0351
MFG-LINE-PLT-002-02,PLT-002,WC-045,SHF-PLT-002-20211206-2,2021-12-06,2,435.3,PRD-2021-SKU-05944,electronics_pcb,WO-2021-87658,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.938,0.448,13.05,39.71,15.05,15.68,0.03,WC-002,15.47,94.13,WC-004,0.0,2040,1695,1694,1,0,1,240.86,281.25,0.8564,99.9784,1695,0.4,1,-16.91,16.68,415.9,402.8,0.9685,0.8976,0.9994,0.8689,25.1,28.88,13.1,193.4,1,reduced_speed,world_class,performance_loss,0.0,0,13.1,19.4,1,435.3,13.1,13.1,no,0.0,13.1,0.0,0.0,0.0,0.0,yes,preventive,2.0,7.3,17,14,94.8,skilled,13.6,1.6,no,no,28.5,SUP-197,216.0,5.02,1.17,1.34,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9784,98.3761,1460.2,0.862,272.9,83.9,,7.8,613.3,2604.26,3028.68,4.56,0.0,1.14,150,1965.0,394.14,44.0,7.8879
MFG-LINE-PLT-001-01,PLT-001,WC-013,SHF-PLT-001-20220104-2,2022-01-04,2,439.3,PRD-2022-SKU-08366,pharmaceutical,WO-2022-74490,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,34.534,1.036,30.53,43.22,34.56,36.24,0.03,WC-004,35.72,94.04,WC-002,0.0,1291,749,748,1,0,1,104.21,176.47,0.5905,99.98,749,3.5,7,-41.98,17.03,439.3,431.2,0.9816,0.5905,0.9987,0.5789,17.66,30.51,8.1,519.4,1,idling_minor_stops,average,performance_loss,0.0,0,8.1,0.0,1,439.3,8.1,8.1,no,0.0,8.1,0.0,0.0,0.0,0.0,no,emergency,26.8,5.8,7,6,72.3,trainee,5.0,0.5,no,no,34.9,SUP-108,200.0,5.04,1.18,1.31,contamination,labelling,automated_vision,yes,no,no,no,99.98,99.8244,1094.3,1.463,261.6,56.7,,8.0,459.6,1963.13,2092.11,35.94,0.0,8.98,300,2430.0,494.98,55.4,41.4095
MFG-LINE-PLT-010-02,PLT-010,WC-039,SHF-PLT-010-20210707-1,2021-07-07,1,431.4,PRD-2021-SKU-01094,industrial_machinery,WO-2021-22651,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,304.179,53.231,263.23,541.87,309.17,392.01,0.175,WC-005,339.23,99.9,WC-004,291.8,88,50,49,1,0,1,11.8,12.38,0.9532,99.8962,50,2.8,7,-43.18,0.52,407.7,361.5,0.8867,0.6706,0.98,0.5827,16.5,28.31,46.2,24.6,1,idling_minor_stops,average,performance_loss,130.9,3,46.2,23.7,3,143.8,15.4,23.8,no,0.0,0.0,7.2,0.0,0.0,39.1,yes,emergency,32.7,5.3,16,13,82.5,expert,13.3,0.0,no,no,53.2,SUP-110,1038.0,4.58,1.03,1.15,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8962,97.0612,84.7,1.728,18.7,8.3,,8.8,35.6,2965.38,2433.53,74.98,0.0,18.75,100,4620.0,942.75,29.8,186.692
MFG-LINE-PLT-004-01,PLT-004,WC-033,SHF-PLT-004-20220204-1,2022-02-04,1,461.2,PRD-2022-SKU-08732,industrial_machinery,WO-2022-21990,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,276.227,13.811,261.11,372.05,278.91,299.02,0.05,WC-003,281.04,92.49,WC-008,259.04,131,91,90,1,0,1,12.95,17.19,0.7533,99.8475,91,3.8,9,-30.53,0.9,461.2,421.8,0.9146,0.753,0.989,0.6811,21.81,32.02,39.4,29.8,1,idling_minor_stops,average,performance_loss,0.0,0,39.4,0.0,2,230.6,19.7,30.4,yes,39.4,0.0,0.0,0.0,0.0,0.0,no,preventive,28.6,4.6,16,13,93.2,semi_skilled,14.3,0.0,no,no,27.2,SUP-093,1525.0,4.46,0.99,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8475,99.0971,288.0,3.2,63.4,32.3,,7.9,121.0,3908.23,6560.91,140.13,0.0,35.03,100,3940.0,823.03,49.7,258.0108
MFG-LINE-PLT-010-01,PLT-010,WC-026,SHF-PLT-010-20201122-2,2020-11-22,2,462.2,PRD-2020-SKU-06830,industrial_machinery,WO-2020-02717,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,311.731,24.938,288.02,706.85,313.63,352.88,0.08,WC-003,313.71,91.49,WC-004,298.86,99,82,81,1,0,1,11.41,12.87,0.8866,99.9195,82,0.3,0,-17.17,2.63,462.2,431.2,0.9329,0.8865,0.9878,0.817,26.22,32.1,31.0,10.5,1,idling_minor_stops,good,performance_loss,0.0,0,31.0,0.0,2,231.1,15.5,18.5,no,0.0,12.4,18.5,0.0,0.0,0.0,no,corrective,19.7,6.5,5,4,63.4,multi_skilled,12.9,0.1,no,no,58.2,SUP-012,805.0,4.65,1.05,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9195,97.7271,152.3,1.88,37.7,12.2,,8.7,64.0,1819.33,3029.81,86.14,0.0,21.54,100,3100.0,641.54,72.1,147.0694
MFG-LINE-PLT-001-01,PLT-001,WC-033,SHF-PLT-001-20201020-3,2020-10-20,3,432.2,PRD-2020-SKU-03589,pharmaceutical,WO-2020-42563,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.551,0.707,21.53,49.28,23.57,24.72,0.03,WC-004,23.96,92.5,WC-002,0.0,1270,889,888,1,0,1,152.73,176.47,0.8655,99.99,889,0.1,0,-30.0,8.81,432.2,349.3,0.8082,0.8655,0.9989,0.6986,20.97,30.01,82.9,138.2,1,setup_adjustment,average,availability_loss,0.0,0,82.9,0.0,4,108.0,20.7,40.8,yes,40.8,42.1,0.0,0.0,0.0,0.0,no,corrective,26.8,7.1,18,14,62.8,expert,20.0,0.0,no,no,54.8,SUP-099,39.0,5.45,1.32,1.52,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.9148,1146.4,1.291,269.7,141.6,,8.3,481.5,2184.32,2528.26,17.9,0.0,4.47,300,24870.0,4978.47,60.1,23.2271
MFG-LINE-PLT-008-02,PLT-008,WC-030,SHF-PLT-008-20220106-1,2022-01-06,1,474.5,PRD-2022-SKU-06105,medical_devices,WO-2022-27623,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.345,3.468,38.71,55.67,42.8,49.07,0.08,WC-005,46.6,97.74,WC-002,0.0,735,656,655,1,0,1,82.94,93.02,0.8916,99.99,656,1.4,4,-10.75,4.6,440.9,440.9,1.0,0.9596,0.9985,0.9581,29.34,30.62,0.0,27.6,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,33.6,0,474.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,8.4,6.1,20,18,70.8,skilled,9.5,0.0,no,no,45.5,SUP-122,86.0,5.26,1.25,1.4,contamination,functional_failure,automated_vision,no,no,no,no,99.99,97.2435,831.2,1.269,203.3,67.2,,7.9,349.1,7992.42,17572.57,15.81,0.0,3.95,250,0.0,3.95,74.4,54.8647
MFG-LINE-PLT-001-02,PLT-001,WC-002,SHF-PLT-001-20210326-1,2021-03-26,1,436.8,PRD-2021-SKU-05870,pharmaceutical,WO-2021-12647,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,63.833,13.628,58.12,110.93,59.4,86.32,0.213,WC-002,71.82,99.9,WC-001,0.0,515,219,218,1,0,1,56.36,70.87,0.7953,99.9326,219,5.0,12,-57.48,1.76,406.4,244.2,0.6009,0.7592,0.9954,0.4541,12.82,28.22,162.2,69.5,1,setup_adjustment,poor,availability_loss,41.5,1,162.2,30.4,8,54.6,20.3,50.8,yes,88.8,17.2,51.6,4.6,0.0,0.0,yes,predictive,22.7,6.1,19,17,61.3,semi_skilled,8.5,0.0,no,no,60.0,SUP-127,674.0,4.71,1.07,1.18,contamination,labelling,100pct_manual,yes,no,no,no,99.9326,98.2732,235.4,1.08,50.0,30.6,,8.6,98.9,5829.07,9708.63,16.94,0.0,4.24,300,48660.0,9736.24,72.0,88.2916
MFG-LINE-PLT-004-05,PLT-004,WC-010,SHF-PLT-004-20210703-1,2021-07-03,1,436.5,PRD-2021-SKU-05192,industrial_machinery,WO-2021-69649,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,158.786,7.939,141.28,476.27,154.9,171.89,0.05,WC-002,167.25,95.75,WC-006,135.0,173,147,146,1,0,1,22.66,23.79,0.9525,99.9695,147,0.3,1,-15.03,0.96,436.5,389.2,0.8916,0.9524,0.9932,0.8434,25.57,30.31,47.3,7.3,1,setup_adjustment,good,availability_loss,0.0,0,47.3,0.0,3,145.5,15.8,17.5,no,17.5,0.0,13.6,0.0,0.0,16.2,no,predictive,3.8,6.9,22,21,60.5,expert,4.2,0.6,no,no,56.4,SUP-026,305.0,4.93,1.14,1.25,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9695,97.9684,383.1,2.624,105.3,39.4,,8.3,160.9,9805.42,16794.4,30.77,0.0,7.69,100,4730.0,953.69,51.6,213.1713
MFG-LINE-PLT-004-07,PLT-004,WC-013,SHF-PLT-004-20201027-1,2020-10-27,1,439.0,PRD-2020-SKU-02786,industrial_machinery,WO-2020-98792,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,210.841,10.542,188.32,521.29,208.11,228.24,0.05,WC-001,214.65,92.55,WC-005,192.79,131,64,63,1,0,1,16.97,18.05,0.9402,99.5123,64,1.0,3,-51.15,0.57,439.0,375.1,0.8545,0.567,0.9844,0.4769,14.54,30.49,63.9,48.9,1,idling_minor_stops,poor,performance_loss,148.9,4,63.9,0.0,4,109.8,16.0,25.9,no,25.9,11.6,26.4,0.0,0.0,0.0,no,emergency,22.9,5.8,17,15,75.0,expert,6.5,0.0,no,no,20.3,SUP-033,4877.0,4.08,0.86,0.88,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.5123,96.6009,188.7,2.996,43.6,23.3,,8.0,79.3,5604.85,5511.4,69.85,0.0,17.46,100,6390.0,1295.46,52.2,247.4071
MFG-LINE-PLT-004-01,PLT-004,WC-041,SHF-PLT-004-20201125-1,2020-11-25,1,458.1,PRD-2020-SKU-07730,industrial_machinery,WO-2020-96014,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,219.772,10.989,202.07,619.06,221.76,237.9,0.05,WC-005,226.98,93.89,WC-002,202.58,131,92,91,1,0,1,16.37,17.19,0.9523,99.9537,92,0.8,2,-29.77,1.19,458.1,337.2,0.7361,0.9522,0.9891,0.6933,22.05,31.81,120.9,4.6,1,setup_adjustment,average,availability_loss,0.0,0,120.9,0.0,5,91.6,24.2,48.3,yes,105.9,0.0,10.3,4.7,0.0,0.0,no,preventive,28.6,4.9,12,10,84.2,expert,10.6,0.0,no,no,20.0,SUP-153,463.0,4.81,1.1,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9537,97.1883,264.9,2.911,59.6,31.2,,8.1,111.3,4465.15,9582.85,33.83,0.0,8.46,100,12090.0,2426.46,28.7,188.5754
MFG-LINE-PLT-002-03,PLT-002,WC-049,SHF-PLT-002-20240214-3,2024-02-14,3,474.9,PRD-2024-SKU-03022,electronics_pcb,WO-2024-40362,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.519,2.576,45.93,143.45,51.7,55.77,0.05,WC-006,53.28,94.02,WC-002,0.0,651,506,505,1,0,1,69.85,82.38,0.8479,99.9805,506,0.4,1,-22.27,63.81,474.9,434.7,0.9153,0.8479,0.998,0.7746,25.54,32.98,40.2,90.8,1,idling_minor_stops,good,performance_loss,0.0,0,40.2,0.0,3,158.3,13.4,18.6,no,0.0,15.2,0.0,0.0,6.4,18.6,no,emergency,13.3,5.7,2,1,93.0,expert,20.0,0.9,no,no,69.8,SUP-109,195.0,5.05,1.18,1.34,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9805,97.6685,627.2,1.242,128.8,61.2,,6.9,263.4,280.1,451.64,10.62,0.0,2.65,150,6030.0,1208.65,62.0,12.09
MFG-LINE-PLT-004-07,PLT-004,WC-046,SHF-PLT-004-20230719-2,2023-07-19,2,473.8,PRD-2023-SKU-08729,industrial_machinery,WO-2023-35534,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,220.194,11.01,189.6,459.7,212.93,238.36,0.05,WC-005,221.2,91.33,WC-004,202.14,142,109,108,1,0,1,16.31,18.05,0.9036,99.9616,109,1.2,3,-23.24,1.05,473.8,401.0,0.8464,0.9033,0.9908,0.7575,24.92,32.9,72.8,11.7,1,equipment_failure,good,availability_loss,0.0,0,72.8,0.0,4,118.5,18.2,35.6,yes,35.6,17.6,11.0,0.0,8.6,0.0,no,corrective,22.9,5.5,14,13,83.0,expert,0.4,0.0,no,no,70.6,SUP-069,384.0,4.86,1.12,1.26,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9616,97.3136,375.0,3.472,69.1,41.1,,7.7,157.5,5123.43,8677.08,42.77,0.0,10.69,100,7280.0,1466.69,48.4,170.9485
MFG-LINE-PLT-002-01,PLT-002,WC-043,SHF-PLT-002-20200714-3,2020-07-14,3,423.9,PRD-2020-SKU-06322,electronics_pcb,WO-2020-56827,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.95,2.148,39.92,117.11,43.99,46.49,0.05,WC-001,43.24,91.52,WC-002,0.0,667,390,389,1,0,1,83.8,94.49,0.8869,99.9489,390,1.3,4,-41.53,2.9,384.8,329.9,0.8573,0.7506,0.9974,0.6419,17.15,26.72,54.9,129.6,1,reduced_speed,average,performance_loss,89.8,2,54.9,39.1,4,106.0,13.7,19.2,no,19.2,10.9,10.9,0.0,0.0,13.8,yes,corrective,26.7,6.5,22,19,89.5,expert,10.5,0.5,no,no,17.6,SUP-129,511.0,4.78,1.09,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9489,99.3616,468.0,1.203,127.6,52.4,,7.0,196.6,8298.61,16142.26,8.55,0.0,2.14,150,8235.0,1649.14,41.1,71.402
MFG-LINE-PLT-004-02,PLT-004,WC-007,SHF-PLT-004-20200711-3,2020-07-11,3,448.1,PRD-2020-SKU-06066,industrial_machinery,WO-2020-07808,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,279.002,52.731,254.39,753.2,277.95,366.01,0.189,WC-002,289.65,94.38,WC-001,263.0,119,82,81,1,0,1,12.86,16.0,0.8037,99.6447,82,1.4,3,-31.09,1.36,448.1,393.2,0.8775,0.782,0.9878,0.6779,21.1,31.12,54.9,22.9,1,reduced_speed,average,performance_loss,10.7,1,54.9,0.0,2,224.1,27.5,40.7,yes,14.2,40.7,0.0,0.0,0.0,0.0,no,corrective,6.1,7.2,9,8,72.2,skilled,0.5,0.0,no,no,59.4,SUP-144,3553.0,4.19,0.9,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6447,97.5292,269.4,3.326,70.3,39.9,,7.8,113.1,1077.77,2197.48,44.81,0.0,11.2,100,5490.0,1109.2,37.2,85.7984
MFG-LINE-PLT-010-03,PLT-010,WC-024,SHF-PLT-010-20220917-1,2022-09-17,1,474.4,PRD-2022-SKU-09302,industrial_machinery,WO-2022-96457,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.449,4.854,38.36,104.43,39.33,48.46,0.12,WC-007,44.47,99.9,WC-001,0.0,816,588,587,1,0,1,88.89,103.45,0.8593,99.8635,588,0.2,0,-27.94,74.24,474.4,396.9,0.8366,0.8593,0.9983,0.7177,23.64,32.94,77.5,96.3,1,setup_adjustment,good,availability_loss,0.0,0,77.5,0.0,2,237.2,38.8,48.4,yes,0.0,48.4,0.0,0.0,0.0,29.1,no,corrective,29.1,5.0,1,1,74.7,skilled,9.9,0.0,no,yes,44.8,SUP-146,1365.0,4.5,1.0,1.15,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8635,99.1894,2211.8,3.768,369.1,257.8,,7.5,929.0,340.25,797.86,29.08,0.0,7.27,100,7750.0,1557.27,66.7,31.0684
MFG-LINE-PLT-005-01,PLT-005,WC-014,SHF-PLT-005-20240531-2,2024-05-31,2,470.7,PRD-2024-SKU-01035,automotive_body,WO-2024-47961,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,41.516,4.982,38.41,57.39,41.14,49.74,0.12,WC-003,46.65,99.9,WC-001,0.0,820,551,550,1,0,1,86.57,104.65,0.8272,99.9671,551,4.7,11,-32.8,6.37,470.7,409.5,0.87,0.7715,0.9982,0.67,21.9,32.69,61.2,163.2,1,idling_minor_stops,average,performance_loss,27.6,1,61.2,0.0,5,94.1,12.2,23.8,no,23.8,10.9,0.0,26.5,0.0,0.0,no,preventive,20.8,5.0,12,11,66.0,skilled,2.8,0.0,no,no,30.2,SUP-008,329.0,4.91,1.14,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9671,98.8736,1655.5,3.01,325.6,102.7,33.1,7.6,695.3,2621.6,6048.2,83.95,0.0,20.99,200,12240.0,2468.99,74.5,99.8659
MFG-LINE-PLT-003-04,PLT-003,WC-014,SHF-PLT-003-20200901-2,2020-09-01,2,476.0,PRD-2020-SKU-09778,electronics_pcb,WO-2020-43859,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,36.116,1.806,33.23,85.55,35.62,39.1,0.05,WC-005,38.08,95.86,WC-007,0.0,1052,593,592,1,0,1,99.58,132.84,0.7496,99.8752,593,2.4,6,-43.63,4.98,476.0,424.5,0.8918,0.631,0.9983,0.5618,18.57,33.05,51.5,346.8,1,idling_minor_stops,average,performance_loss,67.2,2,51.5,0.0,3,158.7,17.2,39.6,yes,39.6,0.0,0.0,12.0,0.0,0.0,no,corrective,11.0,6.3,16,15,83.3,semi_skilled,3.3,0.0,no,yes,79.0,SUP-039,1248.0,4.52,1.01,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8752,97.8954,299.0,0.505,67.4,29.0,,8.7,125.6,6439.73,14431.62,7.76,0.0,1.94,150,7725.0,1546.94,60.9,43.0288
MFG-LINE-PLT-004-05,PLT-004,WC-016,SHF-PLT-004-20221127-1,2022-11-27,1,425.7,PRD-2022-SKU-03421,industrial_machinery,WO-2022-06237,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,168.071,8.404,156.32,435.81,165.63,181.94,0.05,WC-003,176.3,95.36,WC-010,144.28,168,134,133,1,0,1,21.38,23.79,0.8987,99.9302,134,0.1,0,-20.24,0.85,425.7,402.2,0.9448,0.8401,0.9925,0.7878,23.29,29.56,23.5,25.5,1,reduced_speed,good,performance_loss,26.2,1,23.5,0.0,1,425.7,23.5,23.5,no,0.0,0.0,0.0,0.0,0.0,23.5,no,corrective,3.8,7.8,24,22,68.6,skilled,6.0,0.0,no,no,12.8,SUP-024,698.0,4.7,1.07,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9302,98.7668,311.6,2.343,58.9,35.1,,8.4,130.9,2916.89,5636.99,64.82,0.0,16.2,100,2350.0,486.2,62.2,129.6223
MFG-LINE-PLT-004-02,PLT-004,WC-028,SHF-PLT-004-20230214-3,2023-02-14,3,424.1,PRD-2023-SKU-01432,industrial_machinery,WO-2023-57839,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,279.912,52.903,240.84,786.83,255.54,367.2,0.189,WC-002,298.35,96.9,WC-001,263.91,111,80,78,2,1,1,12.72,16.0,0.795,98.2741,81,0.6,1,-27.93,0.69,424.1,394.7,0.9307,0.7601,0.975,0.6897,20.31,29.45,29.4,25.3,2,reduced_speed,average,performance_loss,17.4,1,29.4,0.0,1,424.1,29.4,29.4,no,29.4,0.0,0.0,0.0,0.0,0.0,no,predictive,6.1,6.9,17,16,72.7,skilled,2.5,0.6,no,no,22.4,SUP-015,17259.0,3.61,0.7,0.7,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.2741,97.6828,321.1,4.117,88.1,46.8,,7.3,134.9,7148.52,15140.97,68.6,68.6,17.15,100,2940.0,673.75,54.2,356.1217
MFG-LINE-PLT-001-02,PLT-001,WC-027,SHF-PLT-001-20220426-1,2022-04-26,1,449.8,PRD-2022-SKU-05593,pharmaceutical,WO-2022-74205,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,58.344,11.027,54.74,108.57,53.14,76.54,0.189,WC-005,64.13,99.9,WC-004,0.0,531,422,421,1,0,1,61.7,70.87,0.8706,99.9791,422,0.4,1,-20.53,6.24,449.8,421.9,0.938,0.8469,0.9976,0.7925,24.75,31.24,27.9,76.3,1,idling_minor_stops,good,performance_loss,11.5,1,27.9,0.0,2,224.9,13.9,15.3,no,12.6,15.3,0.0,0.0,0.0,0.0,no,corrective,22.7,5.8,11,9,61.3,skilled,11.1,1.5,no,no,40.3,SUP-113,209.0,5.03,1.18,1.28,contamination,labelling,100pct_manual,yes,no,no,no,99.9791,98.4823,271.1,0.644,63.4,31.5,,9.1,113.9,2175.97,1856.38,35.21,0.0,8.8,300,8370.0,1682.8,69.7,44.8717
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20230824-3,2023-08-24,3,457.7,PRD-2023-SKU-08263,electronics_pcb,WO-2023-89945,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.615,1.531,27.99,84.07,29.92,33.14,0.05,WC-001,31.98,94.96,WC-006,0.0,1012,730,729,1,0,1,117.57,132.84,0.885,99.9546,730,1.4,3,-27.87,4.55,457.7,439.5,0.9602,0.7502,0.9986,0.7194,22.87,31.78,18.2,243.1,1,reduced_speed,good,performance_loss,66.9,2,18.2,0.0,1,457.7,18.2,18.2,no,18.2,0.0,0.0,0.0,0.0,0.0,no,preventive,11.0,7.4,23,21,91.0,expert,7.9,0.5,no,no,68.4,SUP-092,454.0,4.82,1.11,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9546,98.7025,741.4,1.017,154.3,58.0,,7.5,311.4,3676.94,6689.4,21.59,0.0,5.4,150,2730.0,551.4,70.2,35.8396
MFG-LINE-PLT-007-02,PLT-007,WC-042,SHF-PLT-007-20200629-2,2020-06-29,2,457.2,PRD-2020-SKU-05618,industrial_machinery,WO-2020-25982,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,287.196,34.463,265.63,609.77,287.31,344.06,0.12,WC-002,297.48,94.17,WC-001,271.66,118,85,84,1,0,1,12.41,15.54,0.7986,99.7744,85,3.0,6,-27.97,5.51,434.5,388.1,0.8932,0.8453,0.9882,0.7462,22.52,30.18,46.4,15.6,1,reduced_speed,good,performance_loss,0.0,0,46.4,22.7,2,228.6,23.2,30.0,yes,0.0,0.0,16.3,0.0,0.0,30.0,yes,corrective,32.8,4.1,3,2,78.2,skilled,13.7,0.0,no,no,88.4,SUP-053,2256.0,4.34,0.95,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7744,99.7218,273.2,3.252,69.9,15.0,,7.8,114.7,296.1,719.62,34.66,0.0,8.66,100,4640.0,936.66,57.6,47.1645
MFG-LINE-PLT-005-03,PLT-005,WC-042,SHF-PLT-005-20231214-3,2023-12-14,3,454.8,PRD-2023-SKU-09874,automotive_body,WO-2023-21507,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,70.694,3.535,63.74,136.91,70.99,76.53,0.05,WC-001,71.73,92.24,WC-002,7.09,482,225,224,1,0,1,50.88,63.6,0.8,99.9878,225,2.6,8,-53.32,9.85,454.8,313.9,0.6902,0.6762,0.9956,0.4646,14.67,31.58,140.9,107.7,1,reduced_speed,poor,performance_loss,48.6,2,140.9,0.0,5,91.0,28.2,63.4,yes,73.7,18.9,0.0,7.3,0.0,41.0,no,corrective,32.9,6.9,4,3,72.9,skilled,14.1,0.0,no,no,63.7,SUP-097,122.0,5.17,1.22,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9878,97.5002,564.5,2.52,147.4,53.1,11.3,8.0,237.1,1230.71,2623.79,43.51,0.0,10.88,200,28180.0,5646.88,46.5,60.9118
MFG-LINE-PLT-002-03,PLT-002,WC-046,SHF-PLT-002-20230417-2,2023-04-17,2,447.1,PRD-2023-SKU-07061,electronics_pcb,WO-2023-01461,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,52.361,2.618,47.7,75.18,52.86,56.68,0.05,WC-004,54.4,94.44,WC-010,0.0,613,293,292,1,0,1,68.59,82.38,0.8326,99.9381,293,1.7,4,-52.2,2.3,427.9,360.8,0.8432,0.5914,0.9966,0.497,14.77,29.72,67.1,202.4,1,reduced_speed,poor,performance_loss,123.7,3,67.1,19.2,4,111.8,16.8,41.0,yes,49.1,8.9,0.0,0.0,0.0,9.2,yes,predictive,13.3,6.1,18,17,84.8,skilled,1.4,0.0,no,yes,50.0,SUP-193,619.0,4.73,1.08,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9381,99.5001,242.7,0.831,51.2,23.2,,7.9,101.9,4960.22,6201.4,11.51,0.0,2.88,150,10065.0,2015.88,44.6,49.7741
MFG-LINE-PLT-005-01,PLT-005,WC-043,SHF-PLT-005-20241126-1,2024-11-26,1,475.3,PRD-2024-SKU-03057,automotive_body,WO-2024-44966,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,35.801,4.296,32.16,84.73,35.59,42.89,0.12,WC-003,39.27,99.72,WC-001,0.0,828,579,578,1,0,1,100.5,104.65,0.9603,99.9754,579,0.1,0,-30.07,4.05,475.3,434.4,0.9139,0.7642,0.9983,0.6973,23.01,33.0,40.9,178.6,1,reduced_speed,average,performance_loss,88.7,2,40.9,0.0,2,237.6,20.4,32.0,yes,32.0,0.0,0.0,8.9,0.0,0.0,no,corrective,20.8,5.6,20,18,86.9,expert,7.8,0.0,no,no,21.1,SUP-034,246.0,4.99,1.16,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9754,97.7469,990.7,1.714,242.2,91.7,19.8,8.6,416.1,9138.5,14440.75,33.09,0.0,8.27,200,8180.0,1644.27,66.6,73.9418
MFG-LINE-PLT-004-06,PLT-004,WC-009,SHF-PLT-004-20220606-1,2022-06-06,1,474.2,PRD-2022-SKU-07642,industrial_machinery,WO-2022-01132,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.029,15.364,121.14,365.99,125.2,153.38,0.12,WC-002,123.01,87.34,WC-001,96.06,252,154,153,1,0,1,28.1,31.97,0.8789,99.8399,154,2.0,5,-38.89,3.23,474.2,354.4,0.7473,0.8156,0.9935,0.6056,19.94,32.93,119.8,34.8,1,equipment_failure,average,availability_loss,25.5,1,119.8,0.0,5,94.8,24.0,39.1,yes,63.7,34.5,0.0,10.0,0.0,11.6,no,preventive,6.6,6.9,7,6,85.7,skilled,2.9,0.0,no,no,51.6,SUP-173,1601.0,4.45,0.98,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8399,97.6681,757.8,4.953,187.8,68.3,,6.7,318.3,1232.26,2030.59,37.87,0.0,9.47,100,11980.0,2405.47,31.4,59.4433
MFG-LINE-PLT-002-04,PLT-002,WC-013,SHF-PLT-002-20241023-3,2024-10-23,3,449.9,PRD-2024-SKU-01876,electronics_pcb,WO-2024-25299,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.584,3.323,15.54,29.02,16.29,23.07,0.189,WC-001,19.18,99.15,WC-006,0.0,1912,1471,1469,2,0,2,204.72,255.32,0.8018,99.8702,1471,3.1,10,-23.06,13.06,449.9,431.1,0.9582,0.8018,0.9986,0.7673,23.97,31.24,18.8,363.6,2,reduced_speed,good,performance_loss,0.0,0,18.8,0.0,2,225.0,9.4,13.8,no,13.8,0.0,0.0,5.0,0.0,0.0,no,preventive,15.6,6.0,17,15,74.4,skilled,6.3,0.0,no,no,53.8,SUP-127,1298.0,4.51,1.0,1.1,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8702,97.403,1301.5,0.886,294.7,145.9,,7.8,546.6,2700.98,4275.34,20.7,0.0,10.35,150,2820.0,574.35,53.5,25.4772
MFG-LINE-PLT-002-01,PLT-002,WC-021,SHF-PLT-002-20241004-2,2024-10-04,2,420.2,PRD-2024-SKU-09268,electronics_pcb,WO-2024-21805,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,44.201,2.21,40.38,72.91,44.33,47.85,0.05,WC-001,45.51,93.6,WC-002,0.0,661,468,467,1,0,1,81.38,94.49,0.8613,99.9585,468,1.0,3,-29.2,4.45,420.2,381.8,0.9086,0.7784,0.9979,0.7058,20.59,29.18,38.4,133.2,1,reduced_speed,good,performance_loss,36.7,1,38.4,0.0,1,420.2,38.4,38.4,yes,38.4,0.0,0.0,0.0,0.0,0.0,no,preventive,26.7,6.7,17,15,82.1,skilled,11.0,0.7,no,no,28.5,SUP-135,415.0,4.84,1.11,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9585,98.8388,320.4,0.686,90.0,40.4,,8.3,134.6,5717.48,6975.77,9.92,0.0,2.48,150,5760.0,1154.48,67.0,37.1216
MFG-LINE-PLT-002-02,PLT-002,WC-036,SHF-PLT-002-20241205-1,2024-12-05,1,465.2,PRD-2024-SKU-06940,electronics_pcb,WO-2024-56310,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.773,0.473,14.62,31.82,15.7,16.55,0.03,WC-001,16.1,92.82,WC-002,0.0,2179,1614,1613,1,0,1,228.14,281.25,0.8112,99.9579,1614,2.6,6,-25.93,29.72,465.2,424.5,0.9125,0.8112,0.9994,0.7397,23.89,32.3,40.7,375.7,1,idling_minor_stops,good,performance_loss,0.0,0,40.7,0.0,4,116.3,10.2,13.1,no,0.0,13.1,20.0,7.7,0.0,0.0,no,corrective,2.0,7.5,9,7,62.5,semi_skilled,12.9,0.0,no,no,70.1,SUP-169,421.0,4.84,1.11,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9579,98.6807,1837.2,1.139,447.1,101.8,,7.2,771.6,2292.79,4943.21,22.46,0.0,5.62,150,6105.0,1226.62,31.0,26.96
MFG-LINE-PLT-006-02,PLT-006,WC-016,SHF-PLT-006-20220127-1,2022-01-27,1,472.8,PRD-2022-SKU-05739,food_beverage,WO-2022-87496,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.059,0.847,6.19,20.88,7.05,8.46,0.12,WC-010,7.7,99.22,WC-006,0.0,4292,3543,3538,5,2,3,509.86,545.45,0.9348,99.8682,3545,0.2,0,-17.45,44.89,472.8,416.9,0.8818,0.9347,0.9986,0.8231,27.03,32.84,55.9,247.5,5,setup_adjustment,good,availability_loss,0.0,0,55.9,0.0,4,118.2,14.0,24.2,no,0.0,24.7,24.2,0.0,7.0,0.0,no,preventive,15.5,5.3,12,10,84.6,expert,10.4,0.0,no,yes,34.1,SUP-119,1318.0,4.51,1.0,1.07,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8682,98.43,1379.8,0.39,266.3,191.0,,8.1,579.5,2258.02,5216.21,5.97,11.94,4.48,80,4472.0,910.82,39.4,8.091
MFG-LINE-PLT-001-01,PLT-001,WC-006,SHF-PLT-001-20231118-2,2023-11-18,2,464.1,PRD-2023-SKU-01807,pharmaceutical,WO-2023-89992,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.928,0.718,22.19,69.44,24.03,25.11,0.03,WC-001,24.55,93.27,WC-005,0.0,1364,1137,1136,1,0,1,150.32,176.47,0.8518,99.99,1137,1.1,3,-16.64,146.85,464.1,453.8,0.9778,0.8518,0.9991,0.8322,26.82,32.23,10.3,197.8,1,idling_minor_stops,good,performance_loss,0.0,0,10.3,0.0,1,464.1,10.3,10.3,no,0.0,0.0,10.3,0.0,0.0,0.0,no,corrective,26.8,5.9,1,1,67.4,skilled,7.2,1.5,no,no,77.9,SUP-190,72.0,5.3,1.27,1.46,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.8656,1781.2,1.568,366.1,200.1,,7.9,748.1,181.17,190.91,36.79,0.0,9.2,300,3090.0,627.2,56.9,37.1499
MFG-LINE-PLT-004-02,PLT-004,WC-013,SHF-PLT-004-20220310-1,2022-03-10,1,478.0,PRD-2022-SKU-09812,industrial_machinery,WO-2022-44434,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,237.957,41.642,224.82,702.41,229.4,306.67,0.175,WC-001,235.39,89.93,WC-002,221.96,127,109,108,1,0,1,15.04,16.0,0.94,99.6801,109,2.0,7,-14.17,1.04,478.0,435.0,0.91,0.9397,0.9908,0.8473,28.12,33.19,43.0,7.0,1,equipment_failure,good,availability_loss,0.0,0,43.0,0.0,2,239.0,21.5,25.8,no,0.0,43.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.2,15,13,89.1,expert,7.9,0.0,no,no,70.3,SUP-176,3199.0,4.23,0.91,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6801,98.4384,221.2,2.048,54.8,32.7,,8.6,92.9,3068.97,4616.21,36.61,0.0,9.15,100,4300.0,869.15,63.0,108.1081
MFG-LINE-PLT-009-01,PLT-009,WC-035,SHF-PLT-009-20240831-1,2024-08-31,1,420.5,PRD-2024-SKU-08242,automotive_body,WO-2024-58483,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,80.855,9.703,74.98,224.73,80.12,96.86,0.12,WC-002,87.15,97.98,WC-008,23.54,401,258,257,1,0,1,44.52,57.32,0.7767,99.9214,258,2.7,9,-35.66,6.11,420.5,347.7,0.8269,0.7766,0.9961,0.6397,18.68,29.2,72.8,74.2,1,reduced_speed,average,performance_loss,0.0,0,72.8,0.0,4,105.1,18.2,43.4,yes,43.4,19.8,0.0,4.0,5.6,0.0,no,preventive,28.2,4.8,7,6,76.5,semi_skilled,8.6,0.6,no,no,37.2,SUP-039,786.0,4.66,1.05,1.05,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9214,99.1419,261.9,1.019,60.0,26.8,5.2,9.2,110.0,922.96,1673.15,13.41,0.0,3.35,200,14560.0,2915.35,45.0,23.5638
MFG-LINE-PLT-007-02,PLT-007,WC-033,SHF-PLT-007-20200829-2,2020-08-29,2,448.0,PRD-2020-SKU-08996,industrial_machinery,WO-2020-71507,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,282.42,33.89,243.67,628.79,287.38,338.34,0.12,WC-002,266.64,85.83,WC-001,266.88,115,85,84,1,0,1,12.6,15.54,0.8108,99.835,85,1.4,4,-26.09,2.81,448.0,404.8,0.9036,0.8105,0.9882,0.7238,22.52,31.11,43.2,19.9,1,idling_minor_stops,good,performance_loss,0.0,0,43.2,0.0,2,224.0,21.6,34.9,yes,0.0,43.2,0.0,0.0,0.0,0.0,no,corrective,32.8,5.5,5,4,60.1,skilled,5.1,0.0,no,yes,35.8,SUP-113,1650.0,4.44,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.835,98.0181,251.7,2.996,48.5,28.2,,8.0,105.7,1443.77,3253.56,25.47,0.0,6.37,100,4320.0,870.37,42.2,81.6938
MFG-LINE-PLT-009-01,PLT-009,WC-004,SHF-PLT-009-20220412-1,2022-04-12,1,421.7,PRD-2022-SKU-06029,automotive_body,WO-2022-65899,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.616,8.474,64.38,187.13,67.19,84.6,0.12,WC-008,77.93,99.9,WC-010,13.3,402,330,329,1,0,1,50.95,57.32,0.8889,99.9586,330,1.3,4,-17.91,2.75,421.7,388.6,0.9215,0.8888,0.997,0.8166,23.91,29.29,33.1,41.3,1,reduced_speed,good,performance_loss,0.0,0,33.1,0.0,3,140.6,11.0,16.6,no,0.0,0.0,0.0,7.0,9.5,16.6,no,corrective,28.2,6.3,18,17,74.3,skilled,2.6,0.0,no,no,43.5,SUP-041,414.0,4.84,1.11,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9586,97.5411,862.3,2.621,220.1,103.9,17.2,7.9,362.2,6068.14,7714.51,34.98,0.0,8.74,200,6620.0,1332.74,59.6,76.9789
MFG-LINE-PLT-005-06,PLT-005,WC-005,SHF-PLT-005-20240921-3,2024-09-21,3,437.6,PRD-2024-SKU-02928,automotive_body,WO-2024-29451,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,90.222,4.511,77.11,254.56,90.54,97.67,0.05,WC-003,92.72,93.43,WC-010,42.22,350,85,84,1,0,1,39.52,48.0,0.8233,99.9819,85,2.0,6,-75.71,1.15,437.6,143.5,0.3279,0.7405,0.9882,0.2399,7.29,30.39,294.1,29.8,1,equipment_failure,poor,availability_loss,14.4,1,294.1511244789222,0.0,9,48.6,11.8,294.1511244789222,yes,0.0,49.3,18.7,9.4,28.7,0.0,no,preventive,32.1,3.4,13,10,64.6,expert,23.1,0.0,no,no,70.8,SUP-023,181.0,5.07,1.19,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9819,97.3979,234.8,2.795,61.8,29.3,4.7,7.8,98.6,1800.44,2345.47,48.6,0.0,12.15,200,58830.22,11778.19,55.8,98.5346
MFG-LINE-PLT-004-03,PLT-004,WC-042,SHF-PLT-004-20221031-2,2022-10-31,2,436.1,PRD-2022-SKU-09905,industrial_machinery,WO-2022-24366,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,144.041,7.202,134.6,333.18,143.59,155.92,0.05,WC-005,145.09,91.57,WC-002,116.95,196,107,106,1,0,1,24.93,27.09,0.9203,99.9387,107,1.1,4,-45.41,2.08,436.1,257.5,0.5905,0.9203,0.9907,0.5383,16.3,30.29,178.6,9.3,1,setup_adjustment,average,availability_loss,0.0,0,178.6,0.0,7,62.3,25.5,49.7,yes,136.5,0.0,10.6,17.6,0.0,13.9,no,corrective,22.2,6.4,8,7,77.2,expert,12.0,0.0,no,no,27.6,SUP-197,613.0,4.73,1.08,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9387,99.9326,86.8,0.819,22.5,12.0,,9.5,36.5,3220.64,6220.06,27.58,0.0,6.89,100,17860.0,3578.89,54.1,116.9034
MFG-LINE-PLT-008-01,PLT-008,WC-040,SHF-PLT-008-20231212-1,2023-12-12,1,438.9,PRD-2023-SKU-03433,medical_devices,WO-2023-87482,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,127.228,15.267,109.22,276.51,130.13,152.42,0.12,WC-002,139.24,99.49,WC-001,95.62,231,179,178,1,0,1,28.25,31.61,0.8937,99.9843,179,0.0,0,-22.51,2.43,438.9,415.7,0.9471,0.8174,0.9944,0.7699,23.47,30.48,23.2,40.0,1,reduced_speed,good,performance_loss,35.5,1,23.2,0.0,1,438.9,23.2,23.2,no,23.2,0.0,0.0,0.0,0.0,0.0,no,preventive,7.3,6.6,11,10,89.6,skilled,6.9,0.0,no,yes,24.7,SUP-139,157.0,5.1,1.2,1.23,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9843,98.4855,76.9,0.432,16.3,9.1,,9.3,32.3,2253.43,2565.26,10.73,0.0,2.68,250,5800.0,1162.68,69.9,37.8616
MFG-LINE-PLT-009-01,PLT-009,WC-043,SHF-PLT-009-20211215-3,2021-12-15,3,448.4,PRD-2021-SKU-05788,automotive_body,WO-2021-12244,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,91.1,10.932,85.38,135.59,95.03,109.14,0.12,WC-005,104.37,99.9,WC-007,33.78,428,203,202,1,0,1,39.39,57.32,0.6872,99.9205,203,0.0,0,-52.57,1.42,448.4,309.2,0.6896,0.6871,0.9951,0.4715,14.68,31.14,139.2,92.4,1,idling_minor_stops,poor,performance_loss,0.0,0,139.2,0.0,7,64.1,19.9,52.5,yes,73.9,36.8,20.4,8.0,0.0,0.0,no,emergency,28.2,4.4,21,19,71.5,semi_skilled,8.8,1.1,no,no,35.6,SUP-182,795.0,4.66,1.05,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9205,99.5938,353.3,1.749,83.1,34.9,7.1,8.6,148.4,4832.05,4684.19,44.86,0.0,11.21,200,27840.0,5579.21,51.4,92.1922
MFG-LINE-PLT-003-05,PLT-003,WC-025,SHF-PLT-003-20220125-1,2022-01-25,1,469.0,PRD-2022-SKU-07598,electronics_pcb,WO-2022-10165,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,39.847,4.782,36.61,106.69,41.22,47.74,0.12,WC-002,42.09,96.03,WC-001,0.0,719,620,619,1,0,1,90.27,92.07,0.9804,99.9542,620,0.7,2,-13.77,39.59,469.0,412.1,0.8787,0.9804,0.9984,0.8601,28.01,32.57,56.9,12.4,1,setup_adjustment,world_class,availability_loss,0.0,0,56.9,0.0,4,117.3,14.2,25.3,no,25.3,14.0,14.4,0.0,3.3,0.0,no,corrective,2.5,7.1,3,2,71.4,expert,2.7,0.0,no,no,35.2,SUP-002,458.0,4.82,1.11,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9542,99.8779,323.1,0.522,75.3,23.1,,8.7,135.7,323.65,447.44,8.37,0.0,2.09,150,8535.0,1709.09,26.2,9.6292
MFG-LINE-PLT-003-03,PLT-003,WC-047,SHF-PLT-003-20231101-3,2023-11-01,3,428.8,PRD-2023-SKU-05963,electronics_pcb,WO-2023-77541,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.255,0.663,11.59,29.16,13.58,14.35,0.05,WC-003,13.94,95.59,WC-001,0.0,2675,1303,1300,3,1,2,271.59,375.0,0.7242,99.8395,1304,0.3,0,-51.29,13.99,428.8,287.9,0.6714,0.7242,0.9977,0.4851,14.44,29.78,140.9,496.2,3,equipment_failure,poor,availability_loss,0.0,0,140.9,0.0,7,61.3,20.1,46.2,yes,60.6,15.5,20.6,13.2,8.7,22.3,no,corrective,16.8,7.8,17,13,83.6,semi_skilled,18.6,0.0,no,no,20.5,SUP-192,1605.0,4.45,0.98,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8395,98.4638,416.0,0.32,87.1,50.1,,9.2,174.7,2616.04,6417.17,5.28,5.28,2.64,150,21135.0,4234.92,46.3,12.2408
MFG-LINE-PLT-006-01,PLT-006,WC-017,SHF-PLT-006-20200108-1,2020-01-08,1,441.9,PRD-2020-SKU-07917,food_beverage,WO-2020-26956,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.77,3.212,23.41,57.96,24.55,32.07,0.12,WC-012,29.13,98.94,WC-004,0.0,1077,951,950,1,0,1,134.48,146.34,0.919,99.9238,951,0.7,2,-11.7,6.14,441.9,424.3,0.9602,0.9189,0.9989,0.8814,27.05,30.69,17.6,83.9,1,reduced_speed,world_class,performance_loss,0.0,0,17.6,0.0,1,441.9,17.6,17.6,no,0.0,17.6,0.0,0.0,0.0,0.0,no,preventive,33.4,5.4,24,21,84.0,multi_skilled,8.8,0.0,no,no,20.2,SUP-158,762.0,4.67,1.06,1.22,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9238,98.5355,452.2,0.476,122.3,34.3,,7.6,189.9,6653.11,12576.71,9.49,0.0,2.37,80,1408.0,283.97,43.6,29.7419
MFG-LINE-PLT-002-04,PLT-002,WC-010,SHF-PLT-002-20241212-1,2024-12-12,1,450.9,PRD-2024-SKU-01705,electronics_pcb,WO-2024-26488,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.322,3.085,14.69,20.78,14.7,21.41,0.189,WC-004,18.23,99.9,WC-003,0.0,1916,1392,1390,2,1,1,220.54,255.32,0.8638,99.9019,1393,0.6,1,-27.35,184.95,450.9,450.9,1.0,0.7254,0.9986,0.7244,22.68,31.31,0.0,526.9,2,idling_minor_stops,good,performance_loss,72.2,2,0.0,0.0,0,450.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,15.6,5.3,1,1,86.9,skilled,3.6,0.0,no,no,47.5,SUP-061,981.0,4.6,1.03,1.04,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.9019,99.3742,1505.4,1.083,376.9,105.9,,7.3,632.3,329.46,294.04,13.75,13.75,3.44,150,0.0,17.19,65.2,14.2183
MFG-LINE-PLT-005-06,PLT-005,WC-025,SHF-PLT-005-20210720-1,2021-07-20,1,421.0,PRD-2021-SKU-08342,automotive_body,WO-2021-87034,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.126,4.356,78.68,198.52,86.09,94.31,0.05,WC-005,90.67,94.61,WC-007,39.13,336,186,185,1,0,1,41.3,48.0,0.8604,99.9867,186,1.5,5,-44.64,1.39,421.0,285.2,0.6775,0.8151,0.9946,0.5492,16.06,29.24,135.8,42.2,1,setup_adjustment,average,availability_loss,15.0,1,135.8,0.0,7,60.1,19.4,27.5,no,94.2,34.7,6.9,0.0,0.0,0.0,no,corrective,32.1,5.0,20,19,63.2,skilled,2.3,0.0,no,no,24.2,SUP-184,133.0,5.15,1.22,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9867,97.0138,605.0,3.27,158.1,63.0,12.1,7.4,254.1,7668.11,13656.1,30.05,0.0,7.51,200,27160.0,5439.51,66.6,145.4784
MFG-LINE-PLT-001-01,PLT-001,WC-046,SHF-PLT-001-20220821-2,2022-08-21,2,466.6,PRD-2022-SKU-01256,pharmaceutical,WO-2022-34610,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.063,0.692,21.88,36.06,22.99,24.2,0.03,WC-009,23.71,93.47,WC-008,0.0,1372,1048,1047,1,0,1,155.96,176.47,0.8838,99.99,1048,0.8,2,-23.62,19.24,466.6,421.6,0.9035,0.8453,0.999,0.763,24.72,32.4,45.0,191.8,1,idling_minor_stops,good,performance_loss,18.4,1,45.0,0.0,2,233.3,22.5,23.3,no,21.7,0.0,0.0,0.0,0.0,23.3,no,preventive,26.8,6.8,8,7,90.6,multi_skilled,10.7,0.0,no,no,57.5,SUP-140,51.0,5.39,1.3,1.39,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.4531,710.9,0.679,132.6,50.1,,9.1,298.6,1115.16,2188.58,41.33,0.0,10.33,300,13500.0,2710.33,32.9,44.5249
MFG-LINE-PLT-005-01,PLT-005,WC-048,SHF-PLT-005-20200430-2,2020-04-30,2,442.8,PRD-2020-SKU-08160,automotive_body,WO-2020-49222,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,58.183,6.982,50.19,93.21,63.42,69.7,0.12,WC-002,65.67,99.9,WC-003,0.0,771,376,375,1,0,1,61.85,104.65,0.591,99.8692,376,1.3,3,-51.23,3.91,400.5,322.5,0.8052,0.6685,0.9973,0.5369,14.93,27.81,78.0,186.5,1,reduced_speed,average,performance_loss,0.0,0,78.0,42.3,5,88.6,15.6,28.7,no,53.3,0.0,18.7,6.0,0.0,0.0,yes,emergency,20.8,6.9,16,13,66.7,trainee,13.1,0.0,no,yes,44.6,SUP-083,1308.0,4.51,1.0,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,no,99.8692,98.1321,977.2,2.606,224.9,77.6,19.5,7.9,410.4,2535.42,2377.75,22.15,0.0,5.54,200,15600.0,3125.54,63.7,35.3109
MFG-LINE-PLT-002-04,PLT-002,WC-045,SHF-PLT-002-20200721-1,2020-07-21,1,469.1,PRD-2020-SKU-08672,electronics_pcb,WO-2020-95791,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.414,2.913,13.74,42.22,16.31,20.22,0.189,WC-003,17.46,99.9,WC-001,0.0,1993,1308,1305,3,1,2,233.43,255.32,0.9143,99.8447,1309,0.6,1,-34.37,8.78,469.1,358.1,0.7634,0.8584,0.9977,0.6537,21.3,32.58,111.0,215.8,3,setup_adjustment,average,availability_loss,21.9,2,111.0,0.0,4,117.3,27.7,73.9,yes,26.3,73.9,0.0,10.8,0.0,0.0,no,corrective,15.6,7.3,21,19,68.9,skilled,5.7,0.7,no,no,52.7,SUP-088,1553.0,4.46,0.99,1.13,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8447,98.2594,884.8,0.678,158.8,83.9,,8.3,371.6,6771.69,8150.12,8.32,8.32,4.16,150,16650.0,3342.48,44.3,19.7735
MFG-LINE-PLT-006-01,PLT-006,WC-015,SHF-PLT-006-20220801-1,2022-08-01,1,432.9,PRD-2022-SKU-03720,food_beverage,WO-2022-16666,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.886,3.346,24.19,61.32,28.14,33.41,0.12,WC-012,31.79,99.9,WC-003,0.0,1054,811,809,2,1,1,129.01,146.34,0.8816,99.8582,812,2.3,9,-23.06,14.02,432.9,420.9,0.9723,0.79,0.9975,0.7663,23.04,30.06,12.0,215.6,2,idling_minor_stops,good,performance_loss,43.7,1,12.0,0.0,1,432.9,12.0,12.0,no,0.0,12.0,0.0,0.0,0.0,0.0,no,preventive,33.4,6.7,9,8,75.7,skilled,8.1,0.9,no,no,32.0,SUP-129,1418.0,4.48,0.99,1.02,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8582,97.1929,284.8,0.352,72.7,21.8,,8.2,119.6,2051.56,3735.71,4.93,4.93,1.23,80,960.0,198.16,71.0,12.0958
MFG-LINE-PLT-005-04,PLT-005,WC-042,SHF-PLT-005-20230721-2,2023-07-21,2,469.2,PRD-2023-SKU-08074,automotive_body,WO-2023-56641,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,54.73,6.568,47.85,93.49,59.87,65.57,0.12,WC-001,54.67,90.8,WC-003,0.0,603,205,204,1,0,1,65.49,77.25,0.8478,99.9757,205,1.4,4,-66.0,1.37,469.2,212.0,0.4518,0.751,0.9951,0.3377,11.0,32.58,257.2,68.0,1,equipment_failure,poor,availability_loss,24.2,1,257.2,0.0,11,42.7,23.4,80.1,yes,196.4,13.6,32.0,15.3,0.0,0.0,no,corrective,15.6,5.7,23,19,83.9,skilled,14.8,0.0,no,no,83.9,SUP-101,243.0,4.99,1.16,1.31,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9757,98.0806,424.3,2.08,102.8,41.5,8.5,8.3,178.2,7353.46,15075.8,35.39,0.0,8.85,200,51440.0,10296.85,34.7,145.5108
MFG-LINE-PLT-002-03,PLT-002,WC-026,SHF-PLT-002-20230808-3,2023-08-08,3,433.3,PRD-2023-SKU-06737,electronics_pcb,WO-2023-74963,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,54.388,2.719,47.45,151.37,54.55,58.87,0.05,WC-001,58.65,98.03,WC-010,0.0,594,458,457,1,0,1,66.1,82.38,0.8024,99.9742,458,0.0,0,-22.9,6.33,433.3,415.7,0.9594,0.8024,0.9978,0.7681,23.11,30.09,17.6,112.8,1,idling_minor_stops,good,performance_loss,0.0,0,17.6,0.0,2,216.7,8.8,9.6,no,0.0,17.6,0.0,0.0,0.0,0.0,no,corrective,13.3,5.6,14,10,92.4,skilled,22.8,0.0,no,no,13.5,SUP-109,258.0,4.97,1.16,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9742,97.3574,307.1,0.672,65.9,29.2,,8.3,129.0,1599.17,3430.12,10.15,0.0,2.54,150,2640.0,530.54,36.0,21.1772
MFG-LINE-PLT-004-06,PLT-004,WC-025,SHF-PLT-004-20220510-2,2022-05-10,2,453.9,PRD-2022-SKU-05099,industrial_machinery,WO-2022-63361,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,122.019,14.642,107.53,164.76,123.46,146.18,0.12,WC-003,129.38,96.39,WC-002,90.05,241,198,197,1,0,1,29.44,31.97,0.9209,99.9101,198,0.4,1,-17.84,2.0,424.1,406.3,0.958,0.9146,0.9949,0.8718,25.67,29.45,17.8,18.5,1,reduced_speed,world_class,performance_loss,32.6,1,17.8,29.8,1,453.9,17.8,17.8,no,0.0,0.0,17.8,0.0,0.0,0.0,yes,corrective,6.6,6.5,15,13,71.5,expert,8.1,0.0,no,no,69.7,SUP-188,899.0,4.62,1.04,1.14,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9101,98.708,501.6,2.546,113.6,56.8,,8.3,210.7,6369.48,8151.51,74.37,0.0,18.59,100,1780.0,374.59,68.4,148.4581
MFG-LINE-PLT-009-02,PLT-009,WC-035,SHF-PLT-009-20240327-1,2024-03-27,1,471.9,PRD-2024-SKU-07879,automotive_body,WO-2024-14503,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.229,1.911,35.49,53.12,37.82,41.38,0.05,WC-003,38.24,90.93,WC-002,0.0,857,589,588,1,0,1,94.13,109.09,0.8629,99.9665,589,0.3,1,-31.27,3.93,471.9,375.4,0.7955,0.8628,0.9983,0.6852,22.46,32.77,96.5,93.7,1,setup_adjustment,average,availability_loss,0.0,0,96.5,0.0,4,118.0,24.1,31.2,yes,62.0,23.0,11.6,0.0,0.0,0.0,no,preventive,14.2,5.4,21,19,72.1,skilled,8.6,0.0,no,no,81.1,SUP-140,335.0,4.9,1.13,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9665,97.4722,1895.1,3.223,315.5,280.8,37.9,7.4,795.9,3761.9,3796.13,85.76,0.0,21.44,200,19300.0,3881.44,62.8,98.7596
MFG-LINE-PLT-005-06,PLT-005,WC-049,SHF-PLT-005-20231027-3,2023-10-27,3,443.6,PRD-2023-SKU-05949,automotive_body,WO-2023-40340,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.144,4.357,82.15,245.48,88.85,94.33,0.05,WC-006,91.96,95.94,WC-004,39.14,354,239,238,1,0,1,41.21,48.0,0.8585,99.9888,239,0.5,1,-32.49,4.02,403.5,327.1,0.8107,0.9134,0.9958,0.7373,20.66,28.02,76.4,22.7,1,equipment_failure,good,availability_loss,19.2,1,76.4,40.1,7,63.4,10.9,16.0,no,0.0,14.6,41.9,0.0,3.9,16.0,yes,preventive,32.1,6.0,11,8,64.0,expert,24.8,1.5,no,no,47.0,SUP-079,112.0,5.19,1.23,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9888,98.8587,606.7,2.549,119.7,57.6,12.1,8.0,254.8,1556.54,1291.63,50.18,0.0,12.54,200,15280.0,3068.54,42.2,62.3579
MFG-LINE-PLT-006-02,PLT-006,WC-041,SHF-PLT-006-20230804-1,2023-08-04,1,465.0,PRD-2023-SKU-07884,food_beverage,WO-2023-53745,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.287,0.874,6.47,19.46,7.13,8.73,0.12,WC-004,8.13,99.9,WC-017,0.0,4223,2159,2157,2,0,2,493.83,545.45,0.9054,99.9119,2159,3.4,10,-48.88,92.78,465.0,360.8,0.7759,0.6583,0.9991,0.5103,16.48,32.29,104.2,1120.6,2,idling_minor_stops,average,performance_loss,98.4,4,104.2,0.0,5,93.0,20.8,34.2,yes,63.4,10.5,0.0,11.2,0.0,19.1,no,predictive,15.5,6.7,4,3,68.4,skilled,3.0,0.0,no,no,21.6,SUP-002,881.0,4.63,1.04,1.13,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9119,98.2821,860.6,0.399,193.9,74.2,,8.0,361.5,545.41,1112.87,6.47,0.0,3.23,80,8336.0,1670.43,53.6,7.2448
MFG-LINE-PLT-004-06,PLT-004,WC-031,SHF-PLT-004-20230404-1,2023-04-04,1,459.2,PRD-2023-SKU-06513,industrial_machinery,WO-2023-36977,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,144.799,17.376,123.77,234.72,142.89,173.47,0.12,WC-003,158.66,99.61,WC-001,112.83,234,155,148,7,3,4,24.76,31.97,0.7745,95.8323,158,2.0,4,-33.76,1.93,459.2,384.5,0.8373,0.7565,0.9548,0.6048,19.29,31.89,74.7,49.9,7,idling_minor_stops,average,performance_loss,8.9,1,74.7,0.0,5,91.8,14.9,28.5,no,58.5,0.0,0.0,16.2,0.0,0.0,no,preventive,6.6,6.4,12,10,74.3,semi_skilled,9.5,0.0,yes,no,80.6,SUP-098,41677.0,3.23,0.58,0.65,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,95.8323,94.3598,469.8,3.174,110.1,48.0,,7.9,197.3,2197.22,4877.24,92.97,278.91,92.97,100,7470.0,1865.88,63.2,145.1676
MFG-LINE-PLT-004-07,PLT-004,WC-008,SHF-PLT-004-20241205-2,2024-12-05,2,425.1,PRD-2024-SKU-09682,industrial_machinery,WO-2024-18512,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,220.946,11.047,188.24,373.87,215.93,239.17,0.05,WC-004,225.09,92.61,WC-001,202.9,127,106,105,1,0,1,16.25,18.05,0.9003,99.916,106,0.2,0,-16.54,1.48,425.1,391.5,0.921,0.8999,0.9906,0.8209,24.23,29.52,33.6,11.8,1,idling_minor_stops,good,performance_loss,0.0,0,33.6,0.0,3,141.7,11.2,21.4,no,0.0,21.4,0.0,9.0,3.2,0.0,no,preventive,22.9,4.4,12,10,84.0,expert,14.0,0.0,no,yes,34.8,SUP-147,840.0,4.64,1.05,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.916,98.4993,306.1,2.915,73.8,21.0,,8.1,128.6,3337.44,7923.59,56.83,0.0,14.21,100,3360.0,686.21,34.6,164.6191
MFG-LINE-PLT-008-02,PLT-008,WC-044,SHF-PLT-008-20240426-2,2024-04-26,2,468.8,PRD-2024-SKU-02233,medical_devices,WO-2024-68205,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,65.728,5.258,56.52,148.46,61.51,74.4,0.08,WC-001,70.01,96.84,WC-005,0.0,726,275,274,1,0,1,54.59,93.02,0.5869,99.9667,275,0.1,0,-62.12,7.01,468.8,450.2,0.9603,0.394,0.9964,0.377,12.27,32.55,18.6,422.9,1,reduced_speed,poor,performance_loss,147.9,4,18.6,0.0,2,234.4,9.3,10.2,no,0.0,0.0,10.2,8.4,0.0,0.0,no,corrective,8.4,6.6,6,5,66.1,trainee,2.1,0.7,no,yes,34.2,SUP-073,333.0,4.9,1.13,1.23,contamination,functional_failure,automated_vision,no,no,no,no,99.9667,99.8553,147.4,0.538,26.7,8.0,,9.1,61.9,2118.15,4085.25,32.01,0.0,8.0,250,4650.0,938.0,27.2,54.767
MFG-LINE-PLT-009-01,PLT-009,WC-029,SHF-PLT-009-20200501-1,2020-05-01,1,422.9,PRD-2020-SKU-03718,automotive_body,WO-2020-38911,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,80.124,9.615,71.04,125.18,84.18,95.99,0.12,WC-001,88.23,99.9,WC-009,22.8,403,192,191,1,0,1,44.71,57.32,0.78,99.9357,192,0.5,1,-52.36,1.59,422.9,271.0,0.6408,0.7415,0.9948,0.4727,13.88,29.37,151.9,66.9,1,equipment_failure,poor,availability_loss,13.4,1,151.9,0.0,7,60.4,21.7,44.3,yes,80.2,0.0,42.6,0.0,8.8,20.3,no,predictive,28.2,5.9,18,17,80.2,semi_skilled,2.9,0.0,no,no,42.1,SUP-095,643.0,4.72,1.07,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9357,98.2272,349.0,1.827,81.1,28.9,7.0,8.5,146.6,4093.63,8471.17,28.74,0.0,7.18,200,30380.0,6083.18,29.1,94.6748
MFG-LINE-PLT-003-05,PLT-003,WC-028,SHF-PLT-003-20220103-1,2022-01-03,1,465.7,PRD-2022-SKU-09587,electronics_pcb,WO-2022-25404,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.835,5.14,36.42,55.7,42.09,51.32,0.12,WC-005,47.8,99.9,WC-003,0.0,713,607,606,1,0,1,84.0,92.07,0.9123,99.8966,607,0.1,0,-14.87,11.15,465.7,433.6,0.9311,0.9123,0.9984,0.848,27.42,32.34,32.1,58.3,1,reduced_speed,good,performance_loss,0.0,0,32.1,0.0,2,232.8,16.0,24.1,no,24.1,0.0,8.0,0.0,0.0,0.0,no,predictive,2.5,8.2,9,7,89.4,skilled,13.4,0.0,no,yes,13.0,SUP-087,1034.0,4.58,1.03,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8966,99.0736,438.1,0.723,96.6,51.4,,8.2,184.0,3504.51,7109.36,26.82,0.0,6.71,150,4815.0,969.71,61.7,44.3789
MFG-LINE-PLT-003-02,PLT-003,WC-005,SHF-PLT-003-20240125-3,2024-01-25,3,427.4,PRD-2024-SKU-08991,electronics_pcb,WO-2024-51266,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.74,5.489,40.21,128.6,47.06,54.8,0.12,WC-001,45.38,90.19,WC-001,0.0,701,552,551,1,0,1,78.67,98.63,0.7976,99.8787,552,0.8,2,-21.26,4.3,427.4,421.0,0.985,0.7976,0.9982,0.7842,23.28,29.68,6.4,140.1,1,reduced_speed,good,performance_loss,0.0,0,6.4,0.0,1,427.4,6.4,6.4,no,0.0,0.0,0.0,6.4,0.0,0.0,no,preventive,24.8,6.8,22,18,76.9,skilled,15.9,0.0,no,no,80.3,SUP-079,1213.0,4.53,1.01,1.04,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8787,98.0832,502.0,0.911,138.2,67.3,,7.7,210.8,8138.31,10453.85,6.76,0.0,1.69,150,960.0,193.69,47.8,40.5148
MFG-LINE-PLT-010-01,PLT-010,WC-017,SHF-PLT-010-20211027-3,2021-10-27,3,445.4,PRD-2021-SKU-09220,industrial_machinery,WO-2021-19565,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,350.756,28.06,306.45,699.96,346.27,397.05,0.08,WC-002,375.1,97.22,WC-004,337.89,95,62,61,1,0,1,10.22,12.87,0.7941,99.7854,62,0.5,1,-34.74,2.05,445.4,404.3,0.9077,0.7149,0.9839,0.6385,19.75,30.93,41.1,24.7,1,idling_minor_stops,average,performance_loss,40.4,2,41.1,0.0,3,148.5,13.7,16.5,no,0.0,16.5,24.6,0.0,0.0,0.0,no,predictive,19.7,5.5,5,4,83.6,skilled,2.0,1.2,no,no,76.7,SUP-004,2146.0,4.36,0.95,0.98,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.7854,98.3463,134.4,2.204,35.4,7.1,,8.5,56.4,1118.6,1300.93,44.38,0.0,11.1,100,4110.0,833.1,27.6,84.772
MFG-LINE-PLT-004-03,PLT-004,WC-009,SHF-PLT-004-20230823-1,2023-08-23,1,448.0,PRD-2023-SKU-03430,industrial_machinery,WO-2023-40332,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,153.756,7.688,135.15,258.97,152.85,166.44,0.05,WC-001,159.96,94.58,WC-005,126.67,201,153,152,1,0,1,23.31,27.09,0.8605,99.5792,153,0.3,1,-23.88,0.97,448.0,393.8,0.879,0.8605,0.9935,0.7514,23.38,31.11,54.2,24.8,1,idling_minor_stops,good,performance_loss,0.0,0,54.2,0.0,4,112.0,13.6,27.0,no,0.0,9.5,17.8,0.0,0.0,27.0,no,emergency,22.2,5.9,23,21,73.8,skilled,7.1,0.0,no,no,43.7,SUP-008,4208.0,4.13,0.88,0.96,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.5792,98.9913,279.7,1.84,51.1,29.1,,8.8,117.5,7629.15,10544.67,78.83,0.0,19.71,100,5420.0,1103.71,31.2,198.9132
MFG-LINE-PLT-004-02,PLT-004,WC-021,SHF-PLT-004-20210605-1,2021-06-05,1,467.2,PRD-2021-SKU-07993,industrial_machinery,WO-2021-39392,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,252.062,47.64,225.41,378.37,238.37,330.67,0.189,WC-001,245.66,88.6,WC-002,236.06,124,110,109,1,0,1,14.28,16.0,0.8925,99.637,110,0.1,0,-11.29,1.17,446.6,441.6,0.9888,0.9342,0.9909,0.9153,28.38,31.01,5.0,7.7,1,idling_minor_stops,world_class,performance_loss,0.0,0,5.0,20.6,1,467.2,5.0,5.0,no,0.0,0.0,0.0,0.0,5.0,0.0,yes,corrective,6.1,8.0,13,12,65.4,skilled,2.5,0.0,no,no,77.1,SUP-127,3630.0,4.18,0.89,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.637,97.2283,387.3,3.553,95.1,25.5,,7.6,162.7,5400.78,10629.67,37.44,0.0,9.36,100,500.0,109.36,74.6,184.8518
MFG-LINE-PLT-007-02,PLT-007,WC-049,SHF-PLT-007-20210627-3,2021-06-27,3,421.6,PRD-2021-SKU-03971,industrial_machinery,WO-2021-70916,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,263.851,31.662,240.18,506.38,252.72,316.09,0.12,WC-001,264.07,90.98,WC-002,248.31,109,91,90,1,0,1,13.56,15.54,0.8726,99.8275,91,0.2,0,-16.51,0.61,421.6,402.5,0.9547,0.8727,0.989,0.824,24.13,29.28,19.1,13.3,1,idling_minor_stops,good,performance_loss,0.0,0,19.1,0.0,2,210.8,9.6,12.3,no,12.3,6.8,0.0,0.0,0.0,0.0,no,corrective,32.8,6.9,23,21,66.4,expert,8.1,0.0,no,no,88.7,SUP-102,1725.0,4.42,0.97,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8275,99.0935,235.8,2.62,63.9,15.1,,8.3,99.0,6179.31,13888.32,100.29,0.0,25.07,100,1910.0,407.07,28.8,324.378
MFG-LINE-PLT-010-02,PLT-010,WC-011,SHF-PLT-010-20240427-1,2024-04-27,1,452.7,PRD-2024-SKU-05624,industrial_machinery,WO-2024-48060,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,336.937,63.681,294.69,741.31,311.2,442.01,0.189,WC-005,388.94,99.9,WC-002,324.56,93,53,52,1,0,1,10.56,12.38,0.853,99.7982,53,1.5,4,-43.01,0.53,452.7,347.0,0.7665,0.7405,0.9811,0.5569,17.51,31.44,105.7,18.6,1,reduced_speed,average,performance_loss,45.9,2,105.7,0.0,5,90.5,21.1,58.0,yes,87.6,0.0,9.8,8.3,0.0,0.0,no,preventive,32.7,4.5,16,13,82.8,skilled,12.7,0.0,no,no,80.7,SUP-016,2018.0,4.38,0.96,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7982,98.0495,165.5,3.182,35.1,10.0,,7.9,69.5,5729.57,6671.92,22.22,0.0,5.55,100,10570.0,2119.55,30.0,261.1375
MFG-LINE-PLT-004-01,PLT-004,WC-042,SHF-PLT-004-20240415-3,2024-04-15,3,461.4,PRD-2024-SKU-09124,industrial_machinery,WO-2024-50103,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,268.508,13.425,246.57,378.73,272.45,290.66,0.05,WC-006,271.83,92.03,WC-010,251.32,132,96,95,1,0,1,13.28,17.19,0.7725,99.9311,96,0.5,1,-27.27,1.37,461.4,433.8,0.9402,0.7724,0.9896,0.7186,23.02,32.04,27.6,28.3,1,idling_minor_stops,good,performance_loss,0.0,0,27.6,0.0,2,230.7,13.8,17.9,no,17.9,0.0,0.0,9.6,0.0,0.0,no,preventive,28.6,4.9,12,9,61.5,skilled,22.1,0.0,no,no,19.3,SUP-032,689.0,4.7,1.07,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9311,99.6939,283.6,2.985,58.0,36.0,,8.0,119.1,4427.37,7138.76,14.46,0.0,3.62,100,2760.0,555.62,26.4,136.3609
MFG-LINE-PLT-005-02,PLT-005,WC-019,SHF-PLT-005-20230507-3,2023-05-07,3,427.0,PRD-2023-SKU-03052,automotive_body,WO-2023-24368,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,58.248,4.66,52.28,101.68,56.89,65.94,0.08,WC-002,59.69,93.16,WC-006,0.0,539,439,438,1,0,1,61.68,75.79,0.8138,99.9732,439,0.5,1,-18.55,3.85,427.0,427.0,1.0,0.8139,0.9977,0.812,24.08,29.65,0.0,100.4,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,427.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,7.5,18,16,65.5,skilled,8.6,0.0,no,yes,74.7,SUP-100,268.0,4.96,1.15,1.21,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9732,97.1654,1585.1,3.619,307.3,83.2,31.7,7.1,665.7,3857.7,3229.4,29.41,0.0,7.35,200,0.0,7.35,64.7,45.6577
MFG-LINE-PLT-002-02,PLT-002,WC-026,SHF-PLT-002-20220118-3,2022-01-18,3,455.9,PRD-2022-SKU-07130,electronics_pcb,WO-2022-67179,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.602,0.468,13.63,32.92,15.94,16.37,0.03,WC-006,15.83,92.23,WC-001,0.0,2136,1248,1247,1,0,1,230.66,281.25,0.8201,99.9737,1248,0.0,0,-41.57,11.72,455.9,404.0,0.8862,0.659,0.9992,0.5835,18.47,31.66,51.9,645.7,1,reduced_speed,average,performance_loss,79.4,2,51.9,0.0,2,227.9,26.0,44.8,yes,44.8,0.0,0.0,7.1,0.0,0.0,no,preventive,2.0,6.9,18,14,90.6,skilled,17.6,0.0,no,no,80.3,SUP-078,263.0,4.97,1.16,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9737,99.8307,1819.4,1.459,355.9,121.1,,6.4,764.1,4950.41,10664.92,17.67,0.0,4.42,150,7785.0,1561.42,71.6,30.2065
MFG-LINE-PLT-010-03,PLT-010,WC-038,SHF-PLT-010-20220826-1,2022-08-26,1,464.6,PRD-2022-SKU-06155,industrial_machinery,WO-2022-45231,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.049,5.406,40.71,76.09,43.17,53.97,0.12,WC-007,49.61,99.9,WC-010,0.0,798,376,374,2,1,1,79.87,103.45,0.7721,99.6829,377,2.4,8,-52.88,3.22,464.6,405.1,0.8719,0.5383,0.9947,0.4669,15.06,32.26,59.5,322.5,2,idling_minor_stops,poor,performance_loss,122.6,3,59.5,0.0,2,232.3,29.7,31.1,yes,59.5,0.0,0.0,0.0,0.0,0.0,no,emergency,29.1,5.3,17,15,65.1,semi_skilled,8.9,0.6,no,no,75.0,SUP-125,3171.0,4.23,0.91,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6829,98.2302,1430.5,3.825,284.6,149.5,,7.4,600.8,5427.59,9468.57,72.4,72.4,18.1,100,5950.0,1280.5,64.4,112.6165
MFG-LINE-PLT-003-03,PLT-003,WC-011,SHF-PLT-003-20200930-2,2020-09-30,2,469.2,PRD-2020-SKU-08553,electronics_pcb,WO-2020-32248,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.338,0.567,10.46,23.63,11.39,12.27,0.05,WC-002,11.72,93.95,WC-003,0.0,2931,1782,1781,1,0,1,317.44,375.0,0.8465,99.9578,1782,1.3,3,-39.2,75.91,469.2,363.3,0.7743,0.7847,0.9994,0.6073,19.79,32.59,105.9,488.9,1,setup_adjustment,average,availability_loss,26.5,1,105.9,0.0,4,117.3,26.5,71.1,yes,15.6,0.0,9.0,0.0,0.0,81.3,no,corrective,16.8,6.4,4,3,69.7,skilled,2.6,0.0,no,no,61.3,SUP-083,422.0,4.84,1.11,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9578,97.5781,2137.2,1.2,528.6,254.8,,7.0,897.6,526.46,748.3,13.29,0.0,3.32,150,15885.0,3180.32,27.4,14.0132
MFG-LINE-PLT-002-02,PLT-002,WC-009,SHF-PLT-002-20210112-1,2021-01-12,1,465.1,PRD-2021-SKU-07661,electronics_pcb,WO-2021-34754,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.995,0.42,11.9,26.06,14.1,14.69,0.03,WC-002,14.28,92.75,WC-003,0.0,2180,1971,1970,1,0,1,257.12,281.25,0.9142,99.9897,1971,0.3,0,-9.59,18.15,465.1,459.9,0.9888,0.9142,0.9995,0.9035,29.18,32.3,5.2,185.0,1,reduced_speed,world_class,performance_loss,0.0,0,5.2,0.0,1,465.1,5.2,5.2,no,0.0,0.0,0.0,5.2,0.0,0.0,no,corrective,2.0,8.6,16,14,67.0,skilled,8.9,0.0,yes,no,82.6,SUP-106,103.0,5.21,1.24,1.32,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9897,97.0511,1566.2,0.795,377.3,224.9,,8.0,657.8,4904.61,9311.84,7.85,0.0,1.96,150,780.0,157.96,28.5,15.0705
MFG-LINE-PLT-005-05,PLT-005,WC-010,SHF-PLT-005-20220827-1,2022-08-27,1,420.9,PRD-2022-SKU-02215,automotive_body,WO-2022-52841,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.853,2.096,61.54,84.02,70.17,73.31,0.03,WC-001,70.47,91.71,WC-002,10.83,413,352,351,1,0,1,51.52,59.02,0.8729,99.99,352,0.7,2,-14.77,12.51,381.6,370.6,0.9712,0.9656,0.9972,0.9351,24.78,26.5,11.0,12.5,1,reduced_speed,world_class,performance_loss,0.0,0,11.0,39.3,1,420.9,11.0,11.0,no,0.0,0.0,0.0,11.0,0.0,0.0,yes,preventive,23.7,6.6,5,4,65.8,skilled,4.2,0.0,no,no,34.9,SUP-073,77.0,5.28,1.26,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.4595,643.0,1.832,179.5,35.0,12.9,8.5,270.1,1170.78,1876.0,27.22,0.0,6.8,200,2200.0,446.8,71.8,35.9778
MFG-LINE-PLT-004-04,PLT-004,WC-001,SHF-PLT-004-20200728-1,2020-07-28,1,430.8,PRD-2020-SKU-01607,industrial_machinery,WO-2020-24580,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,330.57,62.478,293.4,492.47,328.82,433.66,0.189,WC-001,369.91,99.9,WC-002,318.14,88,71,70,1,0,1,10.76,12.43,0.8656,99.7495,71,2.0,4,-19.32,3.25,430.8,395.8,0.9188,0.8662,0.9859,0.7846,23.47,29.92,35.0,11.0,1,reduced_speed,good,performance_loss,0.0,0,35.0,0.0,3,143.6,11.7,15.5,no,0.0,15.5,6.8,12.7,0.0,0.0,no,corrective,24.6,5.8,4,3,75.6,skilled,10.2,0.0,no,yes,30.1,SUP-193,2505.0,4.31,0.94,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7495,98.0413,129.8,1.854,25.5,9.9,,8.8,54.5,815.21,1961.78,50.55,0.0,12.64,100,3500.0,712.64,72.1,90.9434
MFG-LINE-PLT-003-05,PLT-003,WC-042,SHF-PLT-003-20240516-2,2024-05-16,2,472.2,PRD-2024-SKU-08484,electronics_pcb,WO-2024-44778,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.719,5.486,41.81,98.5,44.32,54.77,0.12,WC-005,49.18,97.78,WC-003,0.0,724,534,533,1,0,1,78.69,92.07,0.8547,99.9302,534,1.3,2,-26.24,3.76,449.0,412.9,0.9196,0.8428,0.9981,0.7736,24.12,31.18,36.1,99.6,1,reduced_speed,good,performance_loss,28.9,2,36.1,23.2,1,472.2,36.1,36.1,yes,36.1,0.0,0.0,0.0,0.0,0.0,yes,corrective,2.5,6.9,19,18,88.5,skilled,4.3,0.0,no,yes,55.0,SUP-048,698.0,4.7,1.07,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9302,98.2564,353.4,0.663,87.2,50.5,,8.3,148.4,8627.76,17208.5,5.48,0.0,1.37,150,5415.0,1084.37,49.6,53.9636
MFG-LINE-PLT-008-01,PLT-008,WC-016,SHF-PLT-008-20230714-1,2023-07-14,1,463.9,PRD-2023-SKU-08013,medical_devices,WO-2023-39700,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,126.709,15.205,114.28,190.22,119.61,151.8,0.12,WC-003,126.5,90.76,WC-002,95.1,244,193,192,1,0,1,28.36,31.61,0.8972,99.9347,193,0.1,0,-20.9,2.48,463.9,446.7,0.9629,0.8202,0.9948,0.7857,25.31,32.21,17.2,42.3,1,reduced_speed,good,performance_loss,38.4,2,17.2,0.0,1,463.9,17.2,17.2,no,17.2,0.0,0.0,0.0,0.0,0.0,no,predictive,7.3,6.2,11,10,94.6,skilled,2.4,0.0,no,no,64.0,SUP-186,653.0,4.71,1.07,1.17,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9347,99.6134,235.8,1.228,44.4,24.6,,8.0,99.0,3522.08,3970.85,20.49,0.0,5.12,250,4300.0,865.12,70.0,59.6224
MFG-LINE-PLT-004-06,PLT-004,WC-021,SHF-PLT-004-20240312-2,2024-03-12,2,471.7,PRD-2024-SKU-09827,industrial_machinery,WO-2024-84780,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,149.187,17.902,128.3,191.04,146.6,178.73,0.12,WC-002,165.33,99.9,WC-001,117.22,246,189,185,4,2,2,24.04,31.97,0.752,97.8987,191,2.6,9,-23.17,1.07,471.7,471.7,1.0,0.752,0.9788,0.7361,24.11,32.75,0.0,62.3,4,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,471.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.6,6.5,24,22,72.3,semi_skilled,7.4,2.0,no,no,73.6,SUP-177,21013.0,3.53,0.68,0.77,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,97.8987,95.4427,371.3,2.007,80.3,50.9,,8.7,155.9,9403.84,21299.46,30.77,61.54,15.38,100,0.0,76.92,36.9,197.3991
MFG-LINE-PLT-002-03,PLT-002,WC-026,SHF-PLT-002-20210422-1,2021-04-22,1,468.7,PRD-2021-SKU-01406,electronics_pcb,WO-2021-25093,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.031,2.402,41.18,79.95,47.11,51.99,0.05,WC-003,50.42,95.43,WC-010,0.0,643,502,501,1,0,1,74.9,82.38,0.9092,99.9461,502,0.7,1,-21.93,3.56,468.7,432.9,0.9236,0.8446,0.998,0.7786,25.34,32.55,35.8,92.4,1,reduced_speed,good,performance_loss,30.8,1,35.8,0.0,4,117.2,9.0,12.4,no,4.3,22.9,0.0,0.0,8.6,0.0,no,corrective,13.3,7.2,19,18,85.2,skilled,4.4,0.0,no,no,77.1,SUP-031,539.0,4.77,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9461,97.1828,336.2,0.671,63.4,17.0,,8.3,141.2,8105.79,14227.71,8.46,0.0,2.12,150,5370.0,1076.12,62.9,53.0547
MFG-LINE-PLT-003-01,PLT-003,WC-018,SHF-PLT-003-20210722-3,2021-07-22,3,422.1,PRD-2021-SKU-02346,electronics_pcb,WO-2021-27961,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.758,1.288,24.17,33.21,25.27,27.88,0.05,WC-010,26.36,93.05,WC-007,0.0,1234,983,982,1,0,1,139.73,175.61,0.7957,99.9242,983,0.4,1,-20.34,9.31,393.2,393.2,1.0,0.8542,0.999,0.8533,23.3,27.31,0.0,167.8,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,28.9,0,422.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,emergency,24.0,5.4,16,15,60.5,skilled,0.4,0.0,no,no,13.0,SUP-010,758.0,4.67,1.06,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9242,99.6937,1111.6,1.132,307.5,138.9,,7.2,466.9,5851.26,6155.36,13.95,0.0,3.49,150,0.0,3.49,36.2,26.1909
MFG-LINE-PLT-005-05,PLT-005,WC-040,SHF-PLT-005-20240716-3,2024-07-16,3,454.5,PRD-2024-SKU-03702,automotive_body,WO-2024-41744,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,76.986,2.31,71.22,151.11,77.49,80.8,0.03,WC-001,78.32,92.48,WC-003,17.97,446,259,258,1,0,1,46.63,59.02,0.7901,99.9811,259,2.6,5,-41.93,3.78,454.5,348.5,0.7668,0.7555,0.9961,0.5771,18.22,31.56,106.0,83.8,1,reduced_speed,average,performance_loss,15.3,1,106.0,0.0,3,151.5,35.3,71.8,yes,71.8,12.9,0.0,0.0,0.0,21.3,no,predictive,23.7,6.4,11,9,66.1,skilled,16.5,0.0,no,no,72.1,SUP-159,189.0,5.05,1.18,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9811,99.3626,567.3,2.199,108.2,37.5,11.3,8.2,238.3,2063.07,5090.87,28.33,0.0,7.08,200,21200.0,4247.08,51.3,56.1683
MFG-LINE-PLT-004-03,PLT-004,WC-010,SHF-PLT-004-20210317-3,2021-03-17,3,458.1,PRD-2021-SKU-02215,industrial_machinery,WO-2021-42821,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,169.78,8.489,156.0,284.36,168.25,183.79,0.05,WC-001,175.79,94.13,WC-005,142.69,206,100,99,1,0,1,21.09,27.09,0.7785,99.9207,100,0.6,1,-51.46,3.24,458.1,303.2,0.6619,0.7306,0.99,0.4787,15.23,31.81,154.9,36.9,1,equipment_failure,poor,availability_loss,18.6,1,154.9036259652921,0.0,7,65.4,16.8,154.9036259652921,yes,46.8,30.6,33.1,6.9,0.0,0.0,no,predictive,22.2,3.5,5,4,89.7,skilled,19.8,0.0,no,no,88.2,SUP-026,793.0,4.66,1.05,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9207,97.1164,74.1,0.748,17.1,10.1,,9.5,31.1,717.51,1651.4,69.44,0.0,17.36,100,15490.36,3115.43,73.4,94.0698
MFG-LINE-PLT-005-04,PLT-005,WC-019,SHF-PLT-005-20230226-1,2023-02-26,1,435.8,PRD-2023-SKU-06282,automotive_body,WO-2023-30080,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,49.819,5.978,46.45,148.0,50.18,59.68,0.12,WC-003,54.75,99.9,WC-004,0.0,560,507,506,1,0,1,72.15,77.25,0.934,99.8619,507,0.3,0,-9.46,4.64,435.8,421.6,0.9674,0.9339,0.998,0.9017,27.29,30.27,14.2,35.9,1,reduced_speed,world_class,performance_loss,0.0,0,14.2,0.0,2,217.9,7.1,9.1,no,0.0,0.0,0.0,0.0,14.2,0.0,no,corrective,15.6,5.5,16,15,79.4,expert,3.9,0.0,no,yes,58.7,SUP-053,1381.0,4.49,1.0,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.8619,99.4177,1234.1,2.439,337.9,179.4,24.7,8.0,518.3,2660.68,2211.04,35.76,0.0,8.94,200,2840.0,576.94,42.7,45.4586
MFG-LINE-PLT-005-02,PLT-005,WC-019,SHF-PLT-005-20221110-1,2022-11-10,1,464.4,PRD-2022-SKU-07573,automotive_body,WO-2022-51064,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.001,4.72,53.96,176.39,60.31,66.79,0.08,WC-003,62.67,96.56,WC-005,0.0,586,412,411,1,0,1,60.88,75.79,0.8033,99.9665,412,0.1,0,-29.69,4.42,464.4,406.0,0.8743,0.8033,0.9976,0.7006,22.6,32.25,58.4,100.9,1,reduced_speed,good,performance_loss,0.0,0,58.4,0.0,4,116.1,14.6,20.3,no,37.9,0.0,8.5,12.0,0.0,0.0,no,emergency,1.3,6.9,13,12,76.8,semi_skilled,5.9,0.0,no,no,82.7,SUP-169,335.0,4.9,1.13,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9665,97.0863,1151.6,2.802,233.8,78.9,23.0,7.8,483.7,4916.65,5103.07,24.34,0.0,6.08,200,11680.0,2342.08,38.7,48.7781
MFG-LINE-PLT-002-04,PLT-002,WC-012,SHF-PLT-002-20230711-1,2023-07-11,1,456.7,PRD-2023-SKU-04353,electronics_pcb,WO-2023-11362,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.205,3.887,15.51,51.2,19.58,24.62,0.213,WC-005,22.2,99.9,WC-001,0.0,1938,1286,1282,4,2,2,197.73,255.32,0.7744,99.7469,1288,2.0,7,-33.64,42.1,456.7,390.2,0.8544,0.7744,0.9969,0.6596,20.92,31.72,66.5,374.6,4,idling_minor_stops,average,performance_loss,0.0,0,66.5,0.0,3,152.2,22.2,44.0,yes,44.0,0.0,8.7,0.0,0.0,13.8,no,preventive,15.6,5.8,5,4,72.0,semi_skilled,0.1,0.0,no,no,19.2,SUP-099,2531.0,4.3,0.93,1.05,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7469,99.4517,1047.4,0.817,270.2,80.2,,8.0,439.9,719.62,1581.84,16.15,32.3,8.07,150,9975.0,2035.37,31.1,17.9956
MFG-LINE-PLT-003-01,PLT-003,WC-047,SHF-PLT-003-20241123-3,2024-11-23,3,451.6,PRD-2024-SKU-02426,electronics_pcb,WO-2024-79755,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,24.159,1.208,22.41,49.35,24.13,26.15,0.05,WC-005,24.48,92.1,WC-001,0.0,1320,431,430,1,0,1,148.76,175.61,0.8471,99.9479,431,0.9,2,-67.35,4.76,451.6,203.2,0.4499,0.7248,0.9977,0.3253,10.2,31.36,248.4,163.7,1,setup_adjustment,poor,availability_loss,29.3,2,248.4,0.0,11,41.1,22.6,45.8,yes,120.4,66.8,34.9,19.0,7.3,0.0,no,predictive,24.0,3.7,16,12,63.9,expert,19.6,0.0,no,no,57.1,SUP-053,521.0,4.78,1.09,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9479,99.3457,418.8,0.974,107.0,52.5,,7.6,175.9,4023.52,5978.58,21.95,0.0,5.49,150,37260.0,7457.49,72.9,45.2617
MFG-LINE-PLT-001-02,PLT-001,WC-035,SHF-PLT-001-20240909-1,2024-09-09,1,424.0,PRD-2024-SKU-07412,pharmaceutical,WO-2024-08841,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,58.638,11.083,55.02,143.88,62.39,76.92,0.189,WC-002,66.56,99.9,WC-001,0.0,500,236,235,1,0,1,61.16,70.87,0.863,99.9772,236,1.0,3,-52.8,33.26,424.0,350.1,0.8257,0.5708,0.9958,0.4693,13.82,29.44,73.9,177.5,1,reduced_speed,poor,performance_loss,118.5,3,73.9,0.0,5,84.8,14.8,22.8,no,0.0,30.2,20.9,0.0,22.8,0.0,no,preventive,22.7,5.5,1,1,93.5,skilled,6.7,0.0,no,no,51.8,SUP-103,228.0,5.01,1.17,1.24,contamination,labelling,100pct_manual,no,no,no,no,99.9772,99.2409,371.3,1.58,72.5,24.8,,7.9,155.9,311.6,362.54,51.72,0.0,12.93,300,22170.0,4446.93,53.0,54.8088
MFG-LINE-PLT-004-05,PLT-004,WC-048,SHF-PLT-004-20201018-2,2020-10-18,2,450.0,PRD-2020-SKU-03452,industrial_machinery,WO-2020-01771,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,262.962,13.148,230.44,627.47,270.81,284.66,0.05,WC-004,283.65,98.06,WC-009,239.17,178,81,80,1,0,1,13.53,23.79,0.5687,99.8432,81,2.6,7,-54.49,0.59,450.0,433.1,0.9624,0.4716,0.9877,0.4483,14.01,31.25,16.9,90.7,1,reduced_speed,poor,performance_loss,73.9,2,16.9,0.0,1,450.0,16.9,16.9,no,0.0,0.0,16.9,0.0,0.0,0.0,no,corrective,3.8,5.5,22,18,91.8,trainee,14.7,0.0,no,yes,73.7,SUP-085,1568.0,4.45,0.98,1.02,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8432,97.7581,253.2,3.165,63.5,15.0,,7.9,106.3,5847.95,13314.4,31.39,0.0,7.85,100,1690.0,345.85,31.2,271.3117
MFG-LINE-PLT-003-03,PLT-003,WC-020,SHF-PLT-003-20230907-1,2023-09-07,1,437.0,PRD-2023-SKU-09130,electronics_pcb,WO-2023-70338,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.248,0.612,11.6,34.08,12.18,13.26,0.05,WC-003,12.99,96.4,WC-002,0.0,2728,1085,1084,1,0,1,293.68,375.0,0.7831,99.9113,1085,1.5,4,-60.23,8.76,437.0,230.7,0.5279,0.7525,0.9991,0.3969,12.04,30.35,206.3,356.8,1,equipment_failure,poor,availability_loss,9.0,1,206.3,0.0,8,54.6,25.8,45.0,yes,149.9,20.7,35.8,0.0,0.0,0.0,no,emergency,16.8,5.0,20,17,71.2,semi_skilled,12.5,0.0,no,no,29.2,SUP-099,887.0,4.63,1.04,1.06,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9113,96.9429,161.5,0.149,37.6,13.6,,9.6,67.8,6685.44,14442.11,8.75,0.0,2.19,150,30945.0,6191.19,46.0,28.2484
MFG-LINE-PLT-005-02,PLT-005,WC-020,SHF-PLT-005-20230131-3,2023-01-31,3,449.7,PRD-2023-SKU-03608,automotive_body,WO-2023-39274,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.223,4.738,51.55,157.6,59.2,67.04,0.08,WC-004,63.67,97.73,WC-002,0.0,567,407,406,1,0,1,60.7,75.79,0.8009,99.9749,407,0.3,0,-28.22,3.87,449.7,425.9,0.9471,0.7565,0.9975,0.7147,22.32,31.23,23.8,131.0,1,idling_minor_stops,good,performance_loss,23.6,1,23.8,0.0,1,449.7,23.8,23.8,no,23.8,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,6.9,19,14,79.7,skilled,23.2,0.0,no,no,67.9,SUP-134,251.0,4.98,1.16,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9749,98.1943,1070.6,2.637,244.5,123.1,21.4,7.9,449.7,5854.72,13885.19,21.11,0.0,5.28,200,4760.0,957.28,47.4,69.7825
MFG-LINE-PLT-005-06,PLT-005,WC-049,SHF-PLT-005-20220708-2,2022-07-08,2,439.7,PRD-2022-SKU-03795,automotive_body,WO-2022-52631,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,94.178,4.709,80.57,121.91,92.45,101.95,0.05,WC-001,97.08,93.71,WC-006,46.18,351,180,179,1,0,1,38.09,48.0,0.7935,99.9865,180,0.6,1,-48.72,12.21,439.7,316.2,0.7191,0.7116,0.9944,0.5089,15.54,30.53,123.5,72.9,1,idling_minor_stops,average,performance_loss,32.7,2,123.5,0.0,6,73.3,20.6,34.5,yes,76.2,22.8,13.2,0.0,11.3,0.0,no,emergency,32.1,3.0,3,2,61.0,skilled,12.8,0.0,no,no,15.9,SUP-028,135.0,5.14,1.21,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9865,97.6645,457.0,2.553,99.2,25.7,9.1,8.0,191.9,476.24,671.7,46.11,0.0,11.53,200,24700.0,4951.53,32.9,52.7807
MFG-LINE-PLT-001-01,PLT-001,WC-034,SHF-PLT-001-20201123-1,2020-11-23,1,479.2,PRD-2020-SKU-05964,pharmaceutical,WO-2020-77808,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.845,0.775,24.38,70.99,25.89,27.12,0.03,WC-010,26.5,93.2,WC-001,0.0,1409,844,843,1,0,1,139.26,176.47,0.7891,99.99,844,0.8,2,-40.1,9.6,479.2,380.6,0.7942,0.7539,0.9988,0.5981,19.9,33.28,98.6,275.5,1,idling_minor_stops,average,performance_loss,17.0,1,98.6,0.0,3,159.7,32.9,73.0,yes,95.4,0.0,0.0,3.2,0.0,0.0,no,preventive,26.8,6.6,13,11,72.2,semi_skilled,9.0,0.2,no,no,34.3,SUP-076,82.0,5.27,1.26,1.41,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.0855,1752.6,2.079,382.0,261.1,,7.2,736.1,2673.75,5809.7,22.98,0.0,5.75,300,29580.0,5921.75,30.7,33.0707
MFG-LINE-PLT-005-04,PLT-005,WC-016,SHF-PLT-005-20241118-1,2024-11-18,1,436.6,PRD-2024-SKU-09688,automotive_body,WO-2024-29340,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.947,6.114,47.03,74.68,52.63,61.04,0.12,WC-001,55.3,98.67,WC-004,0.0,562,488,487,1,0,1,70.56,77.25,0.9134,99.9747,488,0.1,0,-13.17,3.52,417.0,406.2,0.9741,0.933,0.998,0.907,26.27,28.96,10.8,35.0,1,reduced_speed,world_class,performance_loss,10.8,1,10.8,19.6,1,436.6,10.8,10.8,no,0.0,0.0,0.0,0.0,10.8,0.0,yes,predictive,15.6,7.9,20,19,66.1,skilled,4.1,0.0,no,no,69.6,SUP-079,253.0,4.98,1.16,1.3,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9747,98.2826,1747.8,3.589,445.8,158.4,35.0,7.1,734.1,5693.71,7076.17,33.23,0.0,8.31,200,2160.0,440.31,54.7,59.5198
MFG-LINE-PLT-005-02,PLT-005,WC-049,SHF-PLT-005-20240216-1,2024-02-16,1,476.8,PRD-2024-SKU-05515,automotive_body,WO-2024-14055,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,50.33,4.026,46.79,96.5,50.31,56.97,0.08,WC-006,53.84,97.26,WC-005,0.0,602,540,539,1,0,1,71.47,75.79,0.943,99.9848,540,1.6,5,-10.3,6.17,476.8,453.4,0.9509,0.943,0.9981,0.895,29.63,33.11,23.4,32.6,1,reduced_speed,world_class,performance_loss,0.0,0,23.4,0.0,2,238.4,11.7,14.1,no,0.0,0.0,23.4,0.0,0.0,0.0,no,predictive,1.3,6.0,14,11,66.6,multi_skilled,14.9,1.5,no,no,66.5,SUP-143,152.0,5.11,1.2,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9848,99.8913,1416.0,2.627,312.5,178.6,28.3,7.9,594.7,2951.22,3969.07,21.71,0.0,5.43,200,4680.0,941.43,25.7,34.5894
MFG-LINE-PLT-006-02,PLT-006,WC-015,SHF-PLT-006-20220514-3,2022-05-14,3,434.0,PRD-2022-SKU-06575,food_beverage,WO-2022-55757,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.182,0.982,7.56,19.67,8.41,9.8,0.12,WC-009,8.99,99.87,WC-002,0.0,3938,2716,2711,5,2,3,439.88,545.45,0.8065,99.8392,2718,0.5,1,-31.03,374.82,434.0,370.5,0.8537,0.8064,0.9982,0.6872,20.71,30.14,63.5,652.0,5,reduced_speed,average,performance_loss,0.0,0,63.5,0.0,5,86.8,12.7,20.8,no,19.7,5.0,0.0,6.6,11.4,20.8,no,preventive,15.5,6.6,2,1,87.2,skilled,24.1,0.0,no,no,40.5,SUP-192,1608.0,4.45,0.98,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8392,97.8346,1661.8,0.613,319.4,163.3,,6.9,698.0,351.14,398.29,2.79,5.58,2.09,80,5080.0,1023.67,36.4,3.0716
MFG-LINE-PLT-005-04,PLT-005,WC-041,SHF-PLT-005-20230702-1,2023-07-02,1,464.5,PRD-2023-SKU-07260,automotive_body,WO-2023-61917,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,59.664,7.16,54.99,157.85,55.94,71.48,0.12,WC-002,64.94,98.96,WC-003,0.0,597,319,318,1,0,1,60.27,77.25,0.7802,99.9526,319,3.8,14,-46.57,41.08,464.5,430.2,0.9262,0.5759,0.9969,0.5317,17.15,32.26,34.3,234.9,1,idling_minor_stops,average,performance_loss,112.6,3,34.3,0.0,3,154.8,11.4,22.4,no,22.4,0.0,0.0,9.2,2.6,0.0,no,predictive,15.6,5.8,2,1,70.2,semi_skilled,9.3,0.0,no,no,46.3,SUP-113,474.0,4.81,1.1,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9526,97.4439,715.5,2.25,153.4,78.5,14.3,8.2,300.5,472.43,1116.14,23.68,0.0,5.92,200,6860.0,1377.92,52.3,28.75
MFG-LINE-PLT-003-03,PLT-003,WC-010,SHF-PLT-003-20220925-2,2022-09-25,2,474.0,PRD-2022-SKU-04884,electronics_pcb,WO-2022-43757,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.126,0.656,11.96,26.44,13.06,14.21,0.05,WC-001,13.42,92.95,WC-002,0.0,2960,1810,1808,2,0,2,274.17,375.0,0.7311,99.9187,1810,0.8,2,-38.85,19.07,474.0,396.1,0.8357,0.7311,0.9989,0.6103,20.09,32.92,77.9,665.7,2,idling_minor_stops,average,performance_loss,0.0,0,77.9,0.0,5,94.8,15.6,34.9,yes,59.9,0.0,0.0,6.4,11.6,0.0,no,predictive,16.8,5.0,13,12,77.7,semi_skilled,3.6,0.0,no,no,35.7,SUP-158,813.0,4.65,1.05,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9187,98.9294,2370.3,1.311,547.6,147.2,,6.7,995.5,4675.08,8365.03,18.74,0.0,9.37,150,11685.0,2346.37,47.6,25.9732
MFG-LINE-PLT-005-04,PLT-005,WC-013,SHF-PLT-005-20231202-1,2023-12-02,1,462.4,PRD-2023-SKU-08510,automotive_body,WO-2023-41195,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,48.589,5.831,45.6,73.58,51.11,58.21,0.12,WC-004,52.14,97.55,WC-001,0.0,595,309,308,1,0,1,73.97,77.25,0.9575,99.9761,309,0.5,1,-48.07,2.0,462.4,284.4,0.6151,0.8438,0.9968,0.5173,16.61,32.11,178.0,57.2,1,setup_adjustment,average,availability_loss,33.8,1,178.0,0.0,7,66.1,25.4,73.4,yes,102.3,39.9,0.0,5.6,10.3,19.9,no,corrective,15.6,6.0,23,20,67.6,expert,12.3,0.0,no,no,23.6,SUP-038,239.0,4.99,1.16,1.33,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9761,98.8105,406.3,1.319,101.3,58.9,8.1,8.9,170.6,5966.74,9855.56,91.88,0.0,22.97,200,35600.0,7142.97,37.2,143.5494
MFG-LINE-PLT-008-02,PLT-008,WC-021,SHF-PLT-008-20200930-2,2020-09-30,2,425.2,PRD-2020-SKU-04790,medical_devices,WO-2020-72678,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.523,3.482,40.42,118.06,42.17,49.27,0.08,WC-006,46.49,97.1,WC-005,0.0,659,525,524,1,0,1,82.57,93.02,0.8877,99.99,525,0.9,3,-20.33,10.56,425.2,420.8,0.9897,0.8046,0.9981,0.7948,23.47,29.53,4.4,127.5,1,idling_minor_stops,good,performance_loss,39.4,4,4.4,0.0,1,425.2,4.4,4.4,no,0.0,0.0,0.0,0.0,4.4,0.0,no,corrective,8.4,5.0,8,7,80.9,expert,1.2,0.0,no,no,71.7,SUP-139,44.0,5.42,1.31,1.34,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,98.458,515.6,0.984,120.7,46.3,,8.4,216.6,2673.04,5257.71,23.66,0.0,5.92,250,1100.0,225.92,74.0,38.8402
MFG-LINE-PLT-004-04,PLT-004,WC-021,SHF-PLT-004-20200511-1,2020-05-11,1,446.6,PRD-2020-SKU-04306,industrial_machinery,WO-2020-50464,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,327.472,61.892,283.21,398.57,344.41,429.59,0.189,WC-002,377.67,99.9,WC-001,315.04,90,71,69,2,0,2,10.91,12.43,0.8777,98.3455,71,0.1,0,-21.11,3.09,446.6,390.5,0.8744,0.878,0.9718,0.7461,23.14,31.01,56.1,9.9,2,setup_adjustment,good,availability_loss,0.0,0,56.1,0.0,3,148.9,18.7,24.7,no,24.7,31.4,0.0,0.0,0.0,0.0,no,predictive,24.6,5.8,4,3,65.9,skilled,10.9,0.0,no,no,52.7,SUP-189,16545.0,3.63,0.71,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,98.3455,97.685,171.2,2.481,36.8,19.9,,8.3,71.9,1404.58,2438.69,27.11,0.0,13.55,100,5610.0,1135.55,63.2,83.5954
MFG-LINE-PLT-010-04,PLT-010,WC-043,SHF-PLT-010-20201120-3,2020-11-20,3,460.4,PRD-2020-SKU-09766,industrial_machinery,WO-2020-39404,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,372.623,44.715,324.86,499.0,383.71,446.4,0.12,WC-007,385.9,94.15,WC-004,359.0,104,59,58,1,0,1,9.55,13.62,0.7012,99.5504,59,1.8,4,-43.27,2.52,460.4,370.6,0.805,0.7012,0.9831,0.5549,17.74,31.98,89.8,25.1,1,idling_minor_stops,average,performance_loss,0.0,0,89.8,0.0,2,230.2,44.9,71.2,yes,71.2,0.0,0.0,0.0,0.0,18.6,no,preventive,14.7,5.1,5,3,94.4,semi_skilled,20.7,0.0,no,no,51.1,SUP-069,4496.0,4.11,0.87,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5504,98.8662,222.5,3.837,39.5,26.2,,7.4,93.5,1304.17,1164.09,30.06,0.0,7.51,100,8980.0,1803.51,37.6,73.1345
MFG-LINE-PLT-010-03,PLT-010,WC-001,SHF-PLT-010-20211229-1,2021-12-29,1,450.1,PRD-2021-SKU-08700,industrial_machinery,WO-2021-44786,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.467,5.336,41.61,114.73,45.92,53.27,0.12,WC-004,52.08,99.9,WC-009,0.0,773,456,454,2,0,2,80.84,103.45,0.7814,99.7299,456,0.2,0,-41.01,7.57,435.0,402.8,0.926,0.6566,0.9956,0.6054,18.29,30.21,32.2,238.5,2,reduced_speed,average,performance_loss,79.4,2,32.2,15.1,2,225.0,16.1,20.8,no,11.4,20.8,0.0,0.0,0.0,0.0,yes,preventive,29.1,5.4,10,8,73.1,semi_skilled,13.6,0.0,yes,no,19.5,SUP-021,2701.0,4.28,0.93,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7299,97.7033,1491.4,3.285,320.5,113.4,,7.8,626.4,3340.32,4237.81,32.84,0.0,16.42,100,3220.0,660.42,49.8,49.6766
MFG-LINE-PLT-002-04,PLT-002,WC-009,SHF-PLT-002-20211017-1,2021-10-17,1,426.5,PRD-2021-SKU-01112,electronics_pcb,WO-2021-59760,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.239,3.894,16.74,38.32,20.81,24.66,0.213,WC-004,21.04,99.9,WC-003,0.0,1811,1173,1170,3,1,2,197.28,255.32,0.7727,99.8155,1174,0.2,0,-35.23,27.43,426.5,380.8,0.8928,0.7239,0.9974,0.6447,19.09,29.62,45.7,447.4,3,reduced_speed,average,performance_loss,24.0,1,45.7,0.0,3,142.2,15.2,17.5,no,17.5,0.0,0.0,28.2,0.0,0.0,no,preventive,15.6,6.1,8,6,87.8,semi_skilled,13.0,0.0,no,no,46.9,SUP-154,1845.0,4.4,0.97,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8155,98.423,477.4,0.408,123.9,35.8,,9.0,200.5,2205.05,1774.01,11.14,11.14,5.57,150,6855.0,1387.71,33.5,14.5695
MFG-LINE-PLT-003-03,PLT-003,WC-034,SHF-PLT-003-20241127-3,2024-11-27,3,437.5,PRD-2024-SKU-05842,electronics_pcb,WO-2024-74316,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,13.598,0.68,11.8,16.62,13.57,14.72,0.05,WC-003,13.76,91.96,WC-001,0.0,2730,689,688,1,0,1,264.39,375.0,0.705,99.882,689,2.3,5,-74.76,94.36,437.5,183.6,0.4196,0.6006,0.9985,0.2516,7.64,30.38,253.9,458.2,1,setup_adjustment,poor,availability_loss,27.2,1,253.9,0.0,11,39.8,23.1,74.1,yes,131.2,17.9,53.1,19.1,4.2,28.2,no,preventive,16.8,5.6,1,1,85.3,semi_skilled,19.5,0.0,no,no,65.0,SUP-058,1180.0,4.54,1.01,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.882,99.5897,549.7,0.799,123.8,61.1,,8.0,230.9,252.8,410.35,7.34,0.0,1.83,150,38085.0,7618.83,36.2,8.3145
MFG-LINE-PLT-005-01,PLT-005,WC-018,SHF-PLT-005-20231210-3,2023-12-10,3,454.8,PRD-2023-SKU-01212,automotive_body,WO-2023-48274,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,48.14,5.777,42.15,125.84,49.4,57.67,0.12,WC-004,49.72,93.9,WC-001,0.0,792,539,538,1,0,1,74.73,104.65,0.7141,99.9242,539,5.1,19,-31.94,14.2,454.8,432.8,0.9516,0.7141,0.9981,0.6782,21.42,31.58,22.0,215.8,1,reduced_speed,average,performance_loss,0.0,0,22.0,0.0,2,227.4,11.0,15.1,no,22.0,0.0,0.0,0.0,0.0,0.0,no,predictive,20.8,7.2,7,5,81.4,semi_skilled,20.7,0.0,no,yes,72.2,SUP-129,758.0,4.67,1.06,1.12,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9242,98.2101,1817.4,3.378,393.2,99.4,36.3,7.3,763.3,696.76,1571.58,35.26,0.0,8.81,200,4400.0,888.81,46.1,39.5418
MFG-LINE-PLT-010-01,PLT-010,WC-002,SHF-PLT-010-20200527-3,2020-05-27,3,479.4,PRD-2020-SKU-07737,industrial_machinery,WO-2020-97859,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,353.084,28.247,323.74,881.93,335.63,399.69,0.08,WC-002,364.7,93.9,WC-003,340.21,102,77,76,1,0,1,10.12,12.87,0.7863,99.7961,77,0.5,1,-24.51,3.17,479.4,456.5,0.9522,0.7863,0.987,0.739,24.6,33.29,22.9,20.9,1,reduced_speed,good,performance_loss,0.0,0,22.9,0.0,2,239.7,11.4,18.2,no,0.0,18.2,0.0,0.0,4.6,0.0,no,corrective,19.7,6.3,4,3,76.2,skilled,24.1,0.0,no,no,14.6,SUP-083,2039.0,4.37,0.96,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7961,98.2498,216.0,2.842,52.8,21.2,,8.1,90.7,1270.74,1964.81,43.51,0.0,10.88,100,2290.0,468.88,52.9,86.6555
MFG-LINE-PLT-004-03,PLT-004,WC-045,SHF-PLT-004-20210830-1,2021-08-30,1,468.7,PRD-2021-SKU-01455,industrial_machinery,WO-2021-45518,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,170.63,8.532,151.25,357.56,174.31,184.71,0.05,WC-002,175.88,93.71,WC-003,143.54,211,67,66,1,0,1,20.92,27.09,0.7722,99.9128,67,4.5,14,-68.25,0.47,468.7,257.7,0.5498,0.5759,0.9851,0.3119,10.15,32.55,211.0,49.3,1,setup_adjustment,poor,availability_loss,65.6,4,211.0,0.0,7,67.0,30.1,80.0,yes,178.9,32.1,0.0,0.0,0.0,0.0,no,preventive,22.2,5.9,20,18,70.3,semi_skilled,7.3,0.0,no,no,30.3,SUP-142,872.0,4.63,1.04,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9128,97.151,184.9,2.801,38.4,19.5,,8.1,77.7,6671.76,11645.87,35.35,0.0,8.84,100,21100.0,4228.84,54.0,313.4255
MFG-LINE-PLT-002-01,PLT-002,WC-002,SHF-PLT-002-20210314-2,2021-03-14,2,453.2,PRD-2021-SKU-01972,electronics_pcb,WO-2021-54400,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,67.019,3.351,62.34,130.65,68.84,72.55,0.05,WC-001,64.05,86.89,WC-002,0.0,712,269,268,1,0,1,53.63,94.49,0.5676,99.8599,269,0.6,1,-62.22,4.44,453.2,372.8,0.8226,0.4582,0.9963,0.3755,11.82,31.47,80.4,318.1,1,idling_minor_stops,poor,performance_loss,71.8,2,80.4,0.0,5,90.6,16.1,22.4,no,47.5,0.0,0.0,22.4,0.0,10.5,no,predictive,26.7,5.1,9,8,77.8,trainee,9.4,0.2,no,no,81.3,SUP-077,1401.0,4.49,1.0,1.02,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8599,97.3303,103.7,0.387,26.0,12.8,,9.0,43.6,2480.8,3893.89,14.41,0.0,3.6,150,12060.0,2415.6,55.0,38.2499
MFG-LINE-PLT-003-02,PLT-003,WC-019,SHF-PLT-003-20200630-2,2020-06-30,2,423.8,PRD-2020-SKU-07410,electronics_pcb,WO-2020-03621,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,48.243,5.789,42.82,59.74,47.96,57.79,0.12,WC-001,49.95,94.13,WC-001,0.0,695,375,374,1,0,1,74.45,98.63,0.7548,99.8587,375,0.4,0,-46.04,2.65,423.8,336.8,0.7947,0.6773,0.9973,0.5368,15.8,29.43,87.0,178.7,1,reduced_speed,average,performance_loss,34.6,1,87.0,0.0,5,84.8,17.4,32.0,yes,44.4,39.8,2.8,0.0,0.0,0.0,no,preventive,24.8,6.0,22,20,68.6,semi_skilled,5.9,0.0,no,yes,44.2,SUP-199,1413.0,4.49,1.0,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8587,98.8827,292.8,0.783,74.7,40.9,,8.0,123.0,6657.89,9357.8,8.88,0.0,2.22,150,13050.0,2612.22,57.4,51.7264
MFG-LINE-PLT-005-06,PLT-005,WC-030,SHF-PLT-005-20200506-1,2020-05-06,1,465.1,PRD-2020-SKU-08641,automotive_body,WO-2020-23693,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,99.714,4.986,94.59,210.53,100.01,107.94,0.05,WC-002,108.12,98.57,WC-006,51.71,371,198,197,1,0,1,35.93,48.0,0.7485,99.9468,198,0.7,2,-46.63,3.18,465.1,357.6,0.7689,0.6921,0.9949,0.5295,17.1,32.3,107.5,88.1,1,idling_minor_stops,average,performance_loss,26.9,1,107.5,0.0,7,66.4,15.4,22.1,no,16.1,81.6,9.8,0.0,0.0,0.0,no,emergency,32.1,3.6,9,8,81.8,semi_skilled,0.9,0.0,no,yes,74.4,SUP-079,532.0,4.77,1.09,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9468,98.0141,470.2,2.387,92.6,56.9,9.4,8.1,197.5,1547.74,2531.54,45.81,0.0,11.45,200,21500.0,4311.45,36.5,66.7495
MFG-LINE-PLT-004-04,PLT-004,WC-042,SHF-PLT-004-20200120-1,2020-01-20,1,445.0,PRD-2020-SKU-04535,industrial_machinery,WO-2020-59343,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,336.197,63.541,291.74,416.29,364.1,441.04,0.189,WC-002,352.44,95.3,WC-001,323.77,92,67,66,1,0,1,10.58,12.43,0.8512,99.8515,67,1.1,3,-27.17,1.11,445.0,403.5,0.9067,0.8018,0.9851,0.7161,22.13,30.9,41.5,16.6,1,idling_minor_stops,good,performance_loss,23.6,1,41.5,0.0,2,222.5,20.8,22.9,no,0.0,0.0,22.9,18.6,0.0,0.0,no,emergency,24.6,4.9,9,8,87.7,skilled,2.3,0.0,no,no,73.5,SUP-059,1485.0,4.47,0.99,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8515,98.1074,151.3,2.292,33.0,10.0,,8.5,63.5,1321.4,2606.32,67.37,0.0,16.84,100,4150.0,846.84,74.7,127.9017
MFG-LINE-PLT-010-02,PLT-010,WC-042,SHF-PLT-010-20220131-2,2022-01-31,2,464.9,PRD-2022-SKU-04845,industrial_machinery,WO-2022-61574,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,351.314,66.398,307.73,690.69,355.39,460.87,0.189,WC-004,377.77,97.75,WC-001,338.93,95,66,65,1,0,1,10.13,12.38,0.8183,99.703,66,0.4,1,-30.53,0.42,464.9,445.8,0.9589,0.7178,0.9848,0.6778,21.88,32.29,19.1,25.9,1,reduced_speed,average,performance_loss,54.9,2,19.1,0.0,2,232.5,9.5,10.7,no,10.7,8.4,0.0,0.0,0.0,0.0,no,preventive,32.7,4.5,22,20,89.0,skilled,6.5,0.0,no,no,54.2,SUP-096,2970.0,4.25,0.92,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.703,98.8231,222.3,3.42,48.6,25.5,,7.7,93.4,7944.34,12130.26,74.71,0.0,18.68,100,1910.0,400.68,68.9,384.6994
MFG-LINE-PLT-002-03,PLT-002,WC-025,SHF-PLT-002-20240107-1,2024-01-07,1,475.6,PRD-2024-SKU-08586,electronics_pcb,WO-2024-22217,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,55.49,2.774,51.0,108.21,56.05,60.07,0.05,WC-001,57.84,94.76,WC-004,0.0,652,487,486,1,0,1,64.78,82.38,0.7864,99.9563,487,0.2,0,-25.31,61.32,475.6,451.1,0.9485,0.7864,0.9979,0.7443,24.58,33.03,24.5,132.3,1,idling_minor_stops,good,performance_loss,0.0,0,24.5,0.0,3,158.5,8.2,12.7,no,0.0,8.3,12.7,0.0,3.4,0.0,no,preventive,13.3,6.4,2,1,68.8,semi_skilled,14.2,0.0,no,no,12.2,SUP-030,437.0,4.83,1.11,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9563,99.8452,414.1,0.852,77.5,46.1,,7.9,173.9,455.83,949.89,8.21,0.0,2.05,150,3675.0,737.05,53.5,11.1193
MFG-LINE-PLT-005-06,PLT-005,WC-046,SHF-PLT-005-20211104-2,2021-11-04,2,463.2,PRD-2021-SKU-02529,automotive_body,WO-2021-67910,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,101.945,5.097,95.61,285.21,100.39,110.36,0.05,WC-008,103.29,92.11,WC-009,53.94,370,116,115,1,0,1,35.04,48.0,0.73,99.9737,116,1.3,2,-68.65,0.68,463.2,340.9,0.736,0.4253,0.9914,0.3103,9.98,32.17,122.3,156.7,1,idling_minor_stops,poor,performance_loss,142.2,4,122.3,0.0,8,57.9,15.3,50.9,yes,26.5,50.9,12.1,32.8,0.0,0.0,no,preventive,32.1,5.1,23,22,87.7,semi_skilled,4.3,0.0,no,no,76.2,SUP-074,263.0,4.97,1.16,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9737,98.676,295.5,2.57,60.3,32.1,5.9,7.9,124.1,8035.78,12078.08,87.28,0.0,21.82,200,24460.0,4913.82,47.3,262.9421
MFG-LINE-PLT-005-06,PLT-005,WC-040,SHF-PLT-005-20240911-1,2024-09-11,1,441.9,PRD-2024-SKU-03248,automotive_body,WO-2024-96698,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,98.269,4.913,91.09,172.73,98.3,106.38,0.05,WC-003,101.73,94.11,WC-007,50.27,353,195,194,1,0,1,36.56,48.0,0.7617,99.9695,195,0.2,0,-44.76,5.27,441.9,320.0,0.7241,0.7617,0.9949,0.5488,16.84,30.69,121.9,61.0,1,equipment_failure,average,availability_loss,0.0,0,121.9,0.0,7,63.1,17.4,40.1,yes,61.1,6.2,9.4,24.2,20.9,0.0,no,predictive,32.1,5.2,6,5,66.4,semi_skilled,4.4,0.0,no,no,57.1,SUP-157,305.0,4.93,1.14,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9695,97.0283,376.0,1.938,88.6,29.1,7.5,8.4,157.9,713.3,1112.86,46.97,0.0,11.74,200,24380.0,4887.74,61.3,56.6253
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20220505-1,2022-05-05,1,463.4,PRD-2022-SKU-09087,automotive_body,WO-2022-17702,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.757,4.861,52.35,107.83,61.44,68.78,0.08,WC-005,62.17,93.03,WC-003,0.0,585,442,441,1,0,1,59.22,75.79,0.7814,99.9711,442,4.1,8,-24.44,3.0,423.5,407.9,0.9632,0.8577,0.9977,0.8243,24.25,29.41,15.6,73.3,1,idling_minor_stops,good,performance_loss,0.0,0,15.6,39.9,1,463.4,15.6,15.6,no,0.0,0.0,0.0,15.6,0.0,0.0,yes,emergency,1.3,5.4,22,19,93.6,semi_skilled,13.6,0.0,no,no,11.7,SUP-026,289.0,4.94,1.15,1.21,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9711,98.4871,1287.3,2.919,229.1,131.5,25.7,7.7,540.7,3337.83,3559.94,37.52,0.0,9.38,200,3120.0,633.38,45.8,53.2463
MFG-LINE-PLT-008-01,PLT-008,WC-003,SHF-PLT-008-20230830-2,2023-08-30,2,472.8,PRD-2023-SKU-07310,medical_devices,WO-2023-81188,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,137.059,16.447,125.83,272.09,134.18,164.2,0.12,WC-003,142.52,94.53,WC-002,105.45,248,178,177,1,0,1,26.22,31.61,0.8295,99.9723,178,4.9,14,-28.23,0.98,472.8,433.5,0.9169,0.7795,0.9944,0.7107,23.33,32.83,39.3,50.4,1,idling_minor_stops,good,performance_loss,26.2,1,39.3,0.0,2,236.4,19.7,22.4,no,0.0,0.0,39.3,0.0,0.0,0.0,no,corrective,7.3,5.1,24,23,65.3,skilled,3.4,0.0,no,no,49.8,SUP-046,277.0,4.95,1.15,1.28,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9723,97.7325,119.8,0.677,24.6,14.9,,8.9,50.3,10005.85,19374.5,35.36,0.0,8.84,250,9825.0,1973.84,28.1,201.5505
MFG-LINE-PLT-005-06,PLT-005,WC-035,SHF-PLT-005-20220102-3,2022-01-02,3,468.5,PRD-2022-SKU-06481,automotive_body,WO-2022-54288,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,109.03,5.452,92.88,322.06,109.29,118.03,0.05,WC-008,112.99,94.21,WC-004,61.03,374,232,231,1,0,1,33.01,48.0,0.6877,99.9759,232,0.5,1,-37.97,4.93,468.5,421.7,0.9001,0.6876,0.9957,0.6163,20.05,32.54,46.8,105.4,1,idling_minor_stops,average,performance_loss,0.0,0,46.8,0.0,3,156.2,15.6,24.9,no,24.9,0.0,16.3,5.5,0.0,0.0,no,predictive,32.1,5.1,8,6,89.3,semi_skilled,18.6,0.0,no,yes,72.7,SUP-173,241.0,4.99,1.16,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9759,98.8382,530.6,2.297,121.8,50.4,10.6,8.2,222.9,3039.36,7446.46,81.11,0.0,20.28,200,9360.0,1892.28,64.7,126.8543
MFG-LINE-PLT-001-02,PLT-001,WC-012,SHF-PLT-001-20240904-3,2024-09-04,3,449.4,PRD-2024-SKU-09828,pharmaceutical,WO-2024-30470,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,65.332,12.348,61.71,78.54,65.55,85.71,0.189,WC-005,65.93,91.74,WC-003,0.0,530,287,286,1,0,1,54.99,70.87,0.7759,99.9743,287,2.5,5,-45.85,38.18,449.4,375.5,0.8356,0.647,0.9965,0.5388,16.82,31.21,73.9,156.6,1,reduced_speed,average,performance_loss,62.4,2,73.9,0.0,5,89.9,14.8,34.9,yes,45.4,21.7,0.0,6.8,0.0,0.0,no,corrective,22.7,5.1,2,1,68.1,skilled,5.0,1.5,yes,no,84.7,SUP-012,257.0,4.97,1.16,1.25,contamination,labelling,100pct_manual,no,no,no,no,99.9743,98.0579,650.1,2.273,138.2,81.0,,7.0,273.0,162.97,213.95,34.66,0.0,8.66,300,22170.0,4442.66,34.1,36.0991
MFG-LINE-PLT-010-02,PLT-010,WC-035,SHF-PLT-010-20240407-3,2024-04-07,3,451.1,PRD-2024-SKU-08982,industrial_machinery,WO-2024-82156,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,343.812,60.167,308.21,907.15,366.49,443.09,0.175,WC-002,353.59,93.49,WC-003,331.43,92,69,68,1,0,1,10.45,12.38,0.8441,99.7465,69,1.3,3,-25.0,3.01,451.1,396.3,0.8785,0.8442,0.9855,0.7309,22.9,31.33,54.8,12.7,1,idling_minor_stops,good,performance_loss,0.0,0,54.8,0.0,3,150.4,18.3,31.5,yes,0.0,15.1,0.0,8.1,0.0,31.5,no,preventive,32.7,3.9,4,3,76.5,expert,23.3,0.0,no,no,74.6,SUP-147,2535.0,4.3,0.93,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7465,96.938,141.8,2.086,31.2,8.9,,8.6,59.6,533.1,1195.26,17.62,0.0,4.41,100,5480.0,1100.41,26.5,43.2962
MFG-LINE-PLT-005-05,PLT-005,WC-031,SHF-PLT-005-20211107-2,2021-11-07,2,454.0,PRD-2021-SKU-08382,automotive_body,WO-2021-13982,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,67.29,2.019,57.35,200.11,67.66,70.62,0.03,WC-003,68.08,91.97,WC-002,8.27,446,304,303,1,0,1,53.41,59.02,0.9049,99.99,304,0.1,0,-31.84,1.82,454.0,379.5,0.8359,0.8144,0.9967,0.6785,21.39,31.53,74.5,69.3,1,idling_minor_stops,average,performance_loss,38.0,1,74.5,0.0,2,227.0,37.2,51.6,yes,22.9,0.0,0.0,0.0,0.0,51.6,no,corrective,23.7,5.1,24,22,91.9,expert,5.4,0.0,no,no,20.6,SUP-113,59.0,5.35,1.28,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.4498,569.6,1.88,100.2,68.1,11.4,8.5,239.2,5345.85,9692.56,44.41,0.0,11.1,200,14900.0,2991.1,62.9,94.1883
MFG-LINE-PLT-002-01,PLT-002,WC-044,SHF-PLT-002-20221014-3,2022-10-14,3,472.8,PRD-2022-SKU-02129,electronics_pcb,WO-2022-70401,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,54.044,2.702,46.58,68.26,55.09,58.5,0.05,WC-001,54.06,90.94,WC-002,0.0,743,358,357,1,0,1,66.45,94.49,0.7032,99.8879,358,2.4,8,-51.82,3.24,472.8,323.3,0.6838,0.7032,0.9972,0.4795,15.74,32.83,149.5,151.1,1,equipment_failure,poor,availability_loss,0.0,0,149.5,0.0,8,59.1,18.7,38.1,yes,71.8,17.1,25.7,5.2,0.0,29.6,no,preventive,26.7,6.2,18,14,85.0,semi_skilled,19.3,0.0,no,no,69.5,SUP-068,1121.0,4.56,1.02,1.04,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8879,97.7739,348.8,0.977,62.0,31.9,,7.6,146.5,6394.84,11391.29,10.32,0.0,2.58,150,22425.0,4487.58,41.2,60.17
MFG-LINE-PLT-003-03,PLT-003,WC-049,SHF-PLT-003-20230322-1,2023-03-22,1,440.9,PRD-2023-SKU-05598,electronics_pcb,WO-2023-27741,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,15.699,0.785,14.73,23.64,15.77,16.99,0.05,WC-002,15.97,92.48,WC-001,0.0,2752,934,932,2,1,1,229.29,375.0,0.6114,99.892,935,2.3,6,-66.06,6.68,440.9,293.2,0.665,0.5097,0.9979,0.3382,10.35,30.62,147.7,898.4,2,idling_minor_stops,poor,performance_loss,48.8,3,147.7,0.0,5,88.2,29.5,49.1,yes,68.8,0.0,0.0,29.7,0.0,49.1,no,corrective,16.8,6.3,21,19,88.6,trainee,6.4,0.0,no,yes,73.8,SUP-020,1080.0,4.57,1.02,1.07,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.892,99.8226,961.8,1.032,215.0,131.1,,7.4,404.0,2530.79,5948.04,13.34,13.34,3.33,150,22155.0,4447.67,65.5,22.4661
MFG-LINE-PLT-009-01,PLT-009,WC-028,SHF-PLT-009-20231108-3,2023-11-08,3,471.5,PRD-2023-SKU-09179,automotive_body,WO-2023-04334,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,114.387,13.726,97.93,250.07,107.23,137.03,0.12,WC-003,121.46,96.53,WC-008,57.07,449,205,204,1,0,1,31.43,57.32,0.5483,99.7812,205,0.8,1,-54.34,3.24,471.5,420.6,0.8921,0.5101,0.9951,0.4528,14.83,32.75,50.9,196.9,1,idling_minor_stops,poor,performance_loss,29.3,1,50.9,0.0,4,117.9,12.7,21.7,no,21.7,13.1,16.1,0.0,0.0,0.0,no,preventive,28.2,5.1,10,8,65.5,trainee,11.7,0.6,no,no,26.8,SUP-003,2188.0,4.35,0.95,1.04,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.7812,96.9688,481.4,2.36,85.2,47.5,9.6,8.1,202.2,3446.62,7653.31,40.88,0.0,10.22,200,10180.0,2046.22,68.4,95.4918
MFG-LINE-PLT-003-01,PLT-003,WC-010,SHF-PLT-003-20230711-2,2023-07-11,2,439.8,PRD-2023-SKU-08502,electronics_pcb,WO-2023-89771,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.297,1.165,20.57,38.44,23.38,25.22,0.05,WC-004,23.9,93.26,WC-012,0.0,1286,924,923,1,0,1,154.37,175.61,0.8791,99.9424,924,4.7,13,-28.15,31.48,439.8,382.1,0.8688,0.8261,0.9989,0.717,21.9,30.54,57.7,194.5,1,idling_minor_stops,good,performance_loss,23.0,2,57.7,0.0,3,146.6,19.2,29.8,no,29.8,0.0,0.0,0.0,27.9,0.0,no,preventive,24.0,5.4,5,4,62.9,multi_skilled,11.4,0.0,no,no,70.4,SUP-011,576.0,4.75,1.08,1.14,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9424,97.0792,974.7,1.056,182.1,124.6,,7.4,409.4,1656.26,2567.18,9.24,0.0,2.31,150,8655.0,1733.31,55.5,13.8258
MFG-LINE-PLT-006-01,PLT-006,WC-032,SHF-PLT-006-20240130-2,2024-01-30,2,440.3,PRD-2024-SKU-04994,food_beverage,WO-2024-57609,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.847,3.462,25.83,38.96,29.21,34.56,0.12,WC-006,30.56,96.3,WC-009,0.0,1072,795,793,2,0,2,124.75,146.34,0.8525,99.8663,795,0.8,1,-25.84,13.51,440.3,421.1,0.9564,0.774,0.9975,0.7384,22.58,30.58,19.2,232.1,2,reduced_speed,good,performance_loss,38.7,1,19.2,0.0,1,440.3,19.2,19.2,no,0.0,0.0,19.2,0.0,0.0,0.0,no,preventive,33.4,6.3,9,8,73.1,skilled,2.0,0.0,no,no,75.2,SUP-199,1337.0,4.5,1.0,1.08,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8663,98.9743,248.2,0.313,46.5,24.8,,8.4,104.2,3115.94,3707.13,6.1,0.0,3.05,80,1536.0,310.25,25.6,14.7195
MFG-LINE-PLT-004-07,PLT-004,WC-046,SHF-PLT-004-20230407-3,2023-04-07,3,472.6,PRD-2023-SKU-08427,industrial_machinery,WO-2023-72970,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,248.673,12.434,215.19,629.19,251.94,269.19,0.05,WC-004,257.43,94.11,WC-002,230.62,141,89,88,1,0,1,14.4,18.05,0.7978,99.3859,89,0.2,0,-36.88,3.72,472.6,370.9,0.7848,0.7975,0.9888,0.6189,20.31,32.82,101.7,22.6,1,setup_adjustment,average,availability_loss,0.0,0,101.7,0.0,6,78.8,16.9,33.0,yes,33.0,24.3,38.4,6.0,0.0,0.0,no,preventive,22.9,6.2,5,3,75.2,skilled,24.0,0.0,no,no,31.7,SUP-079,6141.0,4.0,0.83,0.86,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.3859,99.2132,317.2,3.604,75.4,40.6,,7.6,133.2,1022.54,1178.02,82.8,0.0,20.7,100,10170.0,2054.7,61.7,108.7473
MFG-LINE-PLT-006-01,PLT-006,WC-017,SHF-PLT-006-20230217-2,2023-02-17,2,420.7,PRD-2023-SKU-08692,food_beverage,WO-2023-93250,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,33.428,4.011,29.8,40.54,33.54,40.05,0.12,WC-012,37.07,99.9,WC-007,0.0,1023,428,427,1,0,1,107.48,146.34,0.7345,99.7821,428,0.2,0,-58.16,6.77,420.7,273.7,0.6506,0.6412,0.9977,0.4162,12.16,29.21,147.0,239.5,1,idling_minor_stops,poor,performance_loss,34.8,1,147.0,0.0,5,84.1,29.4,83.6,yes,97.9,15.0,0.0,6.0,0.0,28.1,no,preventive,33.4,5.3,10,9,70.9,semi_skilled,5.7,0.0,no,no,54.8,SUP-189,2179.0,4.35,0.95,1.02,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7821,97.4066,176.4,0.413,37.3,17.9,,7.9,74.1,3725.52,6077.39,6.37,0.0,1.59,80,11760.0,2353.59,60.6,29.3426
MFG-LINE-PLT-003-01,PLT-003,WC-037,SHF-PLT-003-20220201-1,2022-02-01,1,422.9,PRD-2022-SKU-06088,electronics_pcb,WO-2022-53076,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,33.999,1.7,31.71,46.12,33.86,36.8,0.05,WC-008,36.27,96.99,WC-002,0.0,1236,623,622,1,0,1,105.77,175.61,0.6023,99.8974,623,5.3,21,-49.6,5.19,422.9,379.2,0.8967,0.5614,0.9984,0.5026,14.76,29.36,43.7,486.7,1,reduced_speed,average,performance_loss,25.7,1,43.7,0.0,3,141.0,14.6,20.2,no,0.0,23.5,0.0,0.0,0.0,20.2,no,predictive,24.0,4.8,18,17,70.7,trainee,3.7,1.6,no,no,23.7,SUP-123,1026.0,4.58,1.03,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.8974,97.382,67.8,0.109,15.9,8.4,,9.7,28.5,7187.95,6542.59,15.31,0.0,3.83,150,6555.0,1314.83,52.0,37.4094
MFG-LINE-PLT-004-03,PLT-004,WC-021,SHF-PLT-004-20221205-3,2022-12-05,3,454.9,PRD-2022-SKU-06805,industrial_machinery,WO-2022-07602,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,166.376,8.319,152.86,404.82,167.09,180.1,0.05,WC-001,175.65,95.98,WC-005,139.29,205,132,131,1,0,1,21.5,27.09,0.7937,99.9187,132,0.7,2,-35.61,5.76,454.9,386.2,0.849,0.7571,0.9924,0.6379,20.15,31.59,68.7,42.3,1,reduced_speed,average,performance_loss,17.8,2,68.7,0.0,3,151.6,22.9,34.3,yes,34.3,13.9,20.5,0.0,0.0,0.0,no,preventive,22.2,6.9,4,3,89.1,skilled,11.6,0.0,no,no,40.0,SUP-146,813.0,4.65,1.05,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9187,97.9415,431.6,3.295,75.5,57.0,,7.8,181.3,1283.37,2891.32,96.05,0.0,24.01,100,6870.0,1398.01,66.8,128.6511
MFG-LINE-PLT-005-02,PLT-005,WC-013,SHF-PLT-005-20200506-2,2020-05-06,2,475.5,PRD-2020-SKU-02824,automotive_body,WO-2020-16902,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.272,4.422,50.83,124.7,55.65,62.57,0.08,WC-006,60.93,99.9,WC-003,0.0,600,429,428,1,0,1,65.0,75.79,0.8576,99.9858,429,0.4,1,-28.5,3.6,458.6,422.0,0.9202,0.8048,0.9977,0.7388,23.53,31.85,36.6,104.1,1,idling_minor_stops,good,performance_loss,42.9,1,36.6,16.9,3,158.5,12.2,19.5,no,0.0,0.0,19.5,7.0,10.0,0.0,yes,preventive,1.3,6.7,18,15,88.6,skilled,14.4,0.0,yes,no,37.5,SUP-013,142.0,5.13,1.21,1.37,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9858,99.0794,965.1,2.255,203.2,113.1,19.3,8.2,405.3,5803.78,11105.29,46.53,0.0,11.63,200,7320.0,1475.63,28.5,86.1459
MFG-LINE-PLT-009-01,PLT-009,WC-035,SHF-PLT-009-20220721-2,2022-07-21,2,476.4,PRD-2022-SKU-05345,automotive_body,WO-2022-87966,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,72.482,8.698,63.08,135.93,70.51,86.83,0.12,WC-003,79.06,99.16,WC-005,15.16,455,316,315,1,0,1,49.62,57.32,0.8657,99.966,316,0.5,1,-30.55,3.31,476.4,444.9,0.9339,0.7433,0.9968,0.692,22.9,33.09,31.5,109.1,1,idling_minor_stops,average,performance_loss,62.8,3,31.5,0.0,2,238.2,15.8,26.9,no,0.0,26.9,0.0,4.6,0.0,0.0,no,preventive,28.2,4.9,14,12,90.7,multi_skilled,11.2,0.0,no,yes,85.1,SUP-087,340.0,4.9,1.13,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.966,97.2333,396.9,1.26,73.9,37.1,7.9,9.0,166.7,2513.81,2311.89,30.18,0.0,7.54,200,6300.0,1267.54,68.9,45.5955
MFG-LINE-PLT-005-05,PLT-005,WC-006,SHF-PLT-005-20230813-3,2023-08-13,3,428.3,PRD-2023-SKU-09413,automotive_body,WO-2023-16079,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,87.328,2.62,76.79,207.33,86.47,91.65,0.03,WC-003,88.52,92.15,WC-001,28.31,421,234,233,1,0,1,41.06,59.02,0.6957,99.9748,234,1.1,2,-44.42,1.48,428.3,373.6,0.8723,0.6368,0.9957,0.5531,16.45,29.74,54.7,133.5,1,reduced_speed,average,performance_loss,31.6,1,54.7,0.0,4,107.1,13.7,22.0,no,0.0,42.4,10.2,0.0,2.1,0.0,no,preventive,23.7,4.9,23,22,76.9,semi_skilled,2.2,0.0,no,no,11.2,SUP-039,252.0,4.98,1.16,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9748,97.0388,409.8,1.759,98.6,29.8,8.2,8.6,172.1,3302.49,5075.33,35.62,0.0,8.9,200,10940.0,2196.9,46.1,71.7292
MFG-LINE-PLT-004-02,PLT-004,WC-044,SHF-PLT-004-20211126-3,2021-11-26,3,437.9,PRD-2021-SKU-04746,industrial_machinery,WO-2021-95012,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,270.161,47.278,240.87,726.11,258.28,348.17,0.175,WC-001,262.98,88.49,WC-002,254.16,115,79,78,1,0,1,13.19,16.0,0.8244,98.9023,79,2.7,10,-31.3,0.89,437.9,359.3,0.8205,0.8245,0.9873,0.6679,20.31,30.41,78.6,16.8,1,equipment_failure,average,availability_loss,0.0,0,78.6,0.0,3,146.0,26.2,57.8,yes,57.8,8.3,12.5,0.0,0.0,0.0,no,preventive,6.1,4.1,14,12,84.4,expert,8.3,0.7,no,no,22.1,SUP-134,10977.0,3.79,0.76,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,98.9023,97.0776,62.2,0.797,14.9,6.3,,9.5,26.1,5188.92,12123.98,33.29,0.0,8.32,100,7860.0,1580.32,72.3,255.6771
MFG-LINE-PLT-003-05,PLT-003,WC-003,SHF-PLT-003-20210224-1,2021-02-24,1,434.7,PRD-2021-SKU-09811,electronics_pcb,WO-2021-19860,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.82,4.898,36.86,105.03,41.6,48.9,0.12,WC-002,45.46,99.9,WC-001,0.0,666,399,398,1,0,1,88.01,92.07,0.9559,99.9173,399,0.7,2,-40.09,10.99,434.7,382.6,0.8801,0.6797,0.9975,0.5967,18.01,30.18,52.1,188.0,1,idling_minor_stops,average,performance_loss,110.6,3,52.1,0.0,1,434.7,52.1,52.1,yes,52.1,0.0,0.0,0.0,0.0,0.0,no,emergency,2.5,6.9,6,5,61.0,multi_skilled,11.7,0.0,no,yes,59.4,SUP-143,827.0,4.65,1.05,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9173,99.1587,443.8,1.115,81.3,52.1,,7.2,186.4,1546.0,2814.07,9.66,0.0,2.42,150,7815.0,1565.42,69.0,20.6392
MFG-LINE-PLT-004-05,PLT-004,WC-010,SHF-PLT-004-20210215-2,2021-02-15,2,434.6,PRD-2021-SKU-08441,industrial_machinery,WO-2021-96875,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,163.183,8.159,146.9,285.47,165.16,176.65,0.05,WC-006,169.81,94.6,WC-001,139.39,172,149,148,1,0,1,22.03,23.79,0.926,99.9259,149,0.5,1,-13.37,2.04,434.6,405.8,0.9337,0.9259,0.9933,0.8588,25.92,30.18,28.8,11.9,1,reduced_speed,world_class,performance_loss,0.0,0,28.8,0.0,1,434.6,28.8,28.8,no,28.8,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,7.8,12,10,63.4,multi_skilled,13.1,0.0,no,no,81.7,SUP-064,741.0,4.68,1.06,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9259,98.242,395.8,2.674,103.1,36.5,,8.2,166.2,1569.43,2570.89,40.79,0.0,10.2,100,2880.0,586.2,29.2,69.0407
MFG-LINE-PLT-004-03,PLT-004,WC-002,SHF-PLT-004-20200227-2,2020-02-27,2,457.1,PRD-2020-SKU-04250,industrial_machinery,WO-2020-76268,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,160.749,8.037,142.69,364.68,162.35,174.01,0.05,WC-002,167.0,94.45,WC-003,133.66,206,143,142,1,0,1,22.25,27.09,0.8213,99.9318,143,2.0,4,-30.58,1.86,457.1,385.7,0.8438,0.8212,0.993,0.6881,21.84,31.74,71.4,31.1,1,reduced_speed,average,performance_loss,0.0,0,71.4,0.0,4,114.3,17.9,38.5,yes,38.5,0.0,17.4,0.0,15.5,0.0,no,preventive,22.2,5.4,11,10,84.8,skilled,6.1,0.0,no,yes,18.2,SUP-017,682.0,4.7,1.07,1.07,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9318,99.0791,442.5,3.116,75.5,22.3,,7.9,185.8,3749.14,6193.61,41.63,0.0,10.41,100,7140.0,1438.41,72.0,111.9425
MFG-LINE-PLT-002-04,PLT-002,WC-007,SHF-PLT-002-20230325-3,2023-03-25,3,472.1,PRD-2023-SKU-03377,electronics_pcb,WO-2023-74919,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.323,4.125,16.51,27.37,20.52,26.13,0.213,WC-006,21.68,99.9,WC-001,0.0,2001,1256,1251,5,1,4,186.26,255.32,0.7295,99.6182,1257,1.5,3,-37.23,158.99,472.1,404.6,0.857,0.7295,0.996,0.6227,20.42,32.78,67.5,465.7,5,idling_minor_stops,average,performance_loss,0.0,0,67.5,0.0,6,78.7,11.3,22.0,no,40.1,0.0,11.1,0.0,16.3,0.0,no,predictive,15.6,6.9,1,1,76.8,semi_skilled,19.9,0.0,no,yes,84.6,SUP-186,3818.0,4.17,0.89,0.92,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.6182,98.1067,624.2,0.499,123.7,68.5,,8.8,262.2,266.41,291.6,9.9,9.9,9.9,150,10125.0,2044.8,73.6,10.3856
MFG-LINE-PLT-004-01,PLT-004,WC-027,SHF-PLT-004-20210808-2,2021-08-08,2,464.3,PRD-2021-SKU-08240,industrial_machinery,WO-2021-15737,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,236.604,11.83,222.75,364.1,235.21,256.12,0.05,WC-001,242.04,93.0,WC-006,219.41,132,105,104,1,0,1,15.21,17.19,0.8848,99.9389,105,0.4,0,-20.45,13.44,464.3,452.4,0.9744,0.81,0.9905,0.7818,25.21,32.24,11.9,24.6,1,reduced_speed,good,performance_loss,38.2,1,11.9,0.0,1,464.3,11.9,11.9,no,0.0,11.9,0.0,0.0,0.0,0.0,no,emergency,28.6,5.9,2,1,94.6,multi_skilled,2.1,0.0,no,no,20.6,SUP-097,611.0,4.73,1.08,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9389,98.2153,272.6,2.621,56.5,39.3,,8.3,114.5,273.64,363.43,62.97,0.0,15.74,100,1190.0,253.74,72.5,69.7012
MFG-LINE-PLT-008-01,PLT-008,WC-041,SHF-PLT-008-20240721-3,2024-07-21,3,443.6,PRD-2024-SKU-04270,medical_devices,WO-2024-59856,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,197.585,23.71,175.17,360.86,202.64,236.71,0.12,WC-003,214.34,98.62,WC-002,165.98,233,116,115,1,0,1,18.16,31.61,0.5745,99.9376,116,4.3,12,-50.21,1.73,443.6,383.3,0.8641,0.5746,0.9914,0.4922,15.16,30.8,60.3,85.9,1,idling_minor_stops,poor,performance_loss,0.0,0,60.3,0.0,4,110.9,15.1,34.8,yes,0.0,34.8,0.0,5.2,3.7,16.7,no,corrective,7.3,7.4,13,9,71.1,trainee,24.3,0.0,no,no,57.7,SUP-033,624.0,4.73,1.08,1.13,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9376,98.7877,199.3,1.733,40.5,18.7,,7.1,83.7,2540.44,4240.96,12.02,0.0,3.0,250,15075.0,3018.0,26.5,71.0932
MFG-LINE-PLT-004-05,PLT-004,WC-037,SHF-PLT-004-20230920-2,2023-09-20,2,470.8,PRD-2023-SKU-02508,industrial_machinery,WO-2023-09002,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,181.982,9.099,155.15,477.3,181.63,197.0,0.05,WC-009,191.99,95.91,WC-006,158.19,186,106,105,1,0,1,19.64,23.79,0.8256,99.8846,106,0.2,0,-43.01,0.61,470.8,424.9,0.9025,0.6291,0.9906,0.5624,18.39,32.7,45.9,62.5,1,idling_minor_stops,average,performance_loss,101.1,4,45.9,0.0,2,235.4,22.9,30.8,yes,0.0,45.9,0.0,0.0,0.0,0.0,no,preventive,3.8,6.6,24,22,68.3,skilled,4.7,0.0,no,no,37.9,SUP-181,1154.0,4.55,1.02,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8846,99.7418,223.3,2.127,46.2,19.9,,8.6,93.8,3815.6,5623.79,64.57,0.0,16.14,100,4590.0,934.14,51.0,155.0839
MFG-LINE-PLT-010-02,PLT-010,WC-016,SHF-PLT-010-20230422-1,2023-04-22,1,423.7,PRD-2023-SKU-07587,industrial_machinery,WO-2023-14356,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,330.654,62.494,287.71,664.3,323.94,433.77,0.189,WC-002,354.07,97.35,WC-005,318.27,87,51,50,1,0,1,10.79,12.38,0.8716,99.7765,51,4.2,13,-41.38,0.44,423.7,326.3,0.7701,0.7577,0.9804,0.5721,16.83,29.43,97.4,16.3,1,idling_minor_stops,average,performance_loss,42.8,2,97.4,0.0,4,105.9,24.3,65.5,yes,15.6,0.0,11.3,0.0,5.0,65.5,no,corrective,32.7,5.3,18,16,77.4,skilled,6.4,0.3,no,no,30.5,SUP-150,2235.0,4.34,0.95,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7765,97.1439,172.6,3.452,48.5,18.4,,7.7,72.5,6537.67,6897.19,26.51,0.0,6.63,100,9740.0,1954.63,41.0,295.7374
MFG-LINE-PLT-006-02,PLT-006,WC-040,SHF-PLT-006-20211119-1,2021-11-19,1,474.1,PRD-2021-SKU-05111,food_beverage,WO-2021-77991,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,6.91,0.829,6.08,17.93,6.84,8.28,0.12,WC-019,7.73,99.9,WC-014,0.0,4304,3761,3756,5,1,4,520.97,545.45,0.9551,99.8701,3762,3.9,12,-12.62,33.95,474.1,466.5,0.984,0.8868,0.9987,0.8714,28.69,32.93,7.6,480.1,5,idling_minor_stops,world_class,performance_loss,33.4,1,7.6,0.0,1,474.1,7.6,7.6,no,0.0,0.0,0.0,0.0,7.6,0.0,no,emergency,15.5,6.6,16,14,64.7,expert,8.1,0.0,no,no,36.4,SUP-181,1299.0,4.51,1.0,1.14,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8701,97.2111,631.0,0.168,112.3,56.1,,9.2,265.0,6666.48,8514.66,3.69,3.69,3.69,80,608.0,128.98,72.2,7.7367
MFG-LINE-PLT-002-01,PLT-002,WC-033,SHF-PLT-002-20200226-1,2020-02-26,1,462.8,PRD-2020-SKU-03604,electronics_pcb,WO-2020-17033,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,40.369,2.018,35.82,59.32,39.75,43.7,0.05,WC-002,40.17,90.47,WC-001,0.0,728,531,530,1,0,1,89.14,94.49,0.9434,99.9745,531,0.0,0,-27.06,3.82,462.8,385.0,0.8319,0.8758,0.9981,0.7272,23.37,32.14,77.8,75.3,1,equipment_failure,good,availability_loss,27.6,1,77.8,0.0,4,115.7,19.5,32.6,yes,67.3,0.0,0.0,0.0,10.5,0.0,no,predictive,26.7,5.2,19,18,66.1,expert,0.1,0.0,no,no,24.6,SUP-034,255.0,4.98,1.16,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9745,98.0371,524.2,0.989,130.7,53.9,,7.5,220.2,5414.17,11172.73,11.09,0.0,2.77,150,11670.0,2336.77,45.5,42.407
MFG-LINE-PLT-003-05,PLT-003,WC-006,SHF-PLT-003-20240610-3,2024-06-10,3,460.6,PRD-2024-SKU-06322,electronics_pcb,WO-2024-08983,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,55.195,6.623,48.62,71.15,55.36,66.12,0.12,WC-003,56.22,92.6,WC-001,0.0,698,384,379,5,2,3,65.22,92.07,0.7084,98.8104,386,0.7,2,-44.99,3.8,460.6,460.6,1.0,0.5433,0.987,0.5362,17.15,31.99,0.0,322.8,5,idling_minor_stops,average,performance_loss,107.4,3,0.0,0.0,0,460.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,2.5,6.9,16,13,76.5,semi_skilled,12.9,0.0,no,no,74.5,SUP-012,11896.0,3.76,0.75,0.85,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,98.8104,98.0236,371.4,0.98,88.6,40.4,,7.6,156.0,2752.32,5929.69,7.1,14.2,5.32,150,0.0,19.52,72.0,30.1013
MFG-LINE-PLT-010-01,PLT-010,WC-025,SHF-PLT-010-20221219-1,2022-12-19,1,428.4,PRD-2022-SKU-09562,industrial_machinery,WO-2022-53334,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,444.268,35.541,419.38,626.88,442.8,502.91,0.08,WC-001,469.88,96.15,WC-003,431.4,91,38,37,1,0,1,7.93,12.87,0.6162,99.7663,38,0.5,1,-58.24,1.04,428.4,370.0,0.8637,0.4788,0.9737,0.4026,11.98,29.75,58.4,41.4,1,reduced_speed,poor,performance_loss,82.5,2,58.4,0.0,2,214.2,29.2,34.4,yes,58.4,0.0,0.0,0.0,0.0,0.0,no,preventive,19.7,7.8,6,5,65.8,trainee,10.2,0.0,no,no,43.1,SUP-168,2337.0,4.33,0.94,0.97,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7663,99.1176,130.6,3.531,30.3,16.9,,7.6,54.9,1457.14,3127.06,61.56,0.0,15.39,100,5840.0,1183.39,40.0,187.1211
MFG-LINE-PLT-003-01,PLT-003,WC-010,SHF-PLT-003-20210320-3,2021-03-20,3,438.9,PRD-2021-SKU-04477,electronics_pcb,WO-2021-62891,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.779,1.289,22.23,56.35,25.84,27.91,0.05,WC-003,26.81,94.55,WC-006,0.0,1283,335,334,1,0,1,139.57,175.61,0.7948,99.9462,335,5.1,13,-73.89,7.61,438.9,259.1,0.5903,0.4418,0.997,0.26,7.92,30.48,179.8,423.3,1,reduced_speed,poor,performance_loss,115.1,3,179.8,0.0,7,62.7,25.7,50.4,yes,16.2,128.5,0.0,17.2,17.9,0.0,no,preventive,24.0,4.7,7,6,68.6,skilled,3.8,0.0,yes,no,48.2,SUP-118,538.0,4.77,1.09,1.22,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9462,98.5714,369.4,1.106,98.5,24.8,,7.2,155.1,2031.52,3759.25,6.01,0.0,1.5,150,26970.0,5395.5,66.1,23.3656
MFG-LINE-PLT-010-01,PLT-010,WC-047,SHF-PLT-010-20210620-2,2021-06-20,2,444.8,PRD-2021-SKU-04451,industrial_machinery,WO-2021-85800,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,338.521,27.082,316.18,881.46,344.51,383.21,0.08,WC-002,355.78,95.54,WC-004,325.65,95,38,37,1,0,1,10.43,12.87,0.8104,99.9347,38,3.2,7,-60.0,0.28,444.8,329.2,0.7401,0.5381,0.9737,0.3878,11.98,30.89,115.6,32.6,1,reduced_speed,poor,performance_loss,110.5,4,115.6,0.0,4,111.2,28.9,69.5,yes,69.5,0.0,15.7,14.5,0.0,16.0,no,corrective,19.7,5.4,19,18,73.8,skilled,3.9,0.0,no,no,24.1,SUP-052,653.0,4.71,1.07,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9347,97.9425,101.2,2.734,21.9,11.0,,8.2,42.5,7596.45,14860.73,78.96,0.0,19.74,100,11560.0,2331.74,49.1,688.0449
MFG-LINE-PLT-008-02,PLT-008,WC-036,SHF-PLT-008-20241007-3,2024-10-07,3,435.6,PRD-2024-SKU-04009,medical_devices,WO-2024-91734,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,53.761,4.301,50.42,78.73,56.54,60.86,0.08,WC-005,56.17,94.98,WC-003,0.0,675,478,477,1,0,1,66.95,93.02,0.7197,99.9702,478,1.8,4,-29.19,3.65,435.6,428.4,0.9835,0.7198,0.9979,0.7064,21.37,30.25,7.2,186.1,1,reduced_speed,good,performance_loss,0.0,0,7.2,0.0,1,435.6,7.2,7.2,no,0.0,0.0,7.2,0.0,0.0,0.0,no,preventive,8.4,6.9,22,18,72.9,semi_skilled,18.1,0.0,no,yes,36.3,SUP-041,298.0,4.93,1.14,1.3,contamination,functional_failure,automated_vision,no,no,no,no,99.9702,99.686,687.8,1.442,157.9,101.0,,7.6,288.9,4021.96,4116.79,9.4,0.0,2.35,250,1800.0,362.35,44.3,26.4821
MFG-LINE-PLT-003-03,PLT-003,WC-024,SHF-PLT-003-20200716-2,2020-07-16,2,453.8,PRD-2020-SKU-08487,electronics_pcb,WO-2020-13832,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.425,0.521,9.44,19.47,10.34,11.28,0.05,WC-003,10.53,91.83,WC-001,0.0,2835,2227,2226,1,0,1,345.23,375.0,0.9206,99.9672,2227,0.7,2,-21.45,19.62,453.8,387.1,0.853,0.9206,0.9996,0.7849,24.73,31.51,66.7,192.1,1,equipment_failure,good,availability_loss,0.0,0,66.7,0.0,3,151.3,22.2,31.7,yes,58.9,7.8,0.0,0.0,0.0,0.0,no,preventive,16.8,6.0,16,15,82.6,expert,0.8,1.4,no,no,41.5,SUP-037,328.0,4.91,1.14,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9672,98.6862,1248.8,0.561,282.8,163.7,,8.6,524.5,5762.45,5442.47,20.15,0.0,5.04,150,10005.0,2006.04,53.2,25.1927
MFG-LINE-PLT-004-05,PLT-004,WC-005,SHF-PLT-004-20210207-2,2021-02-07,2,474.4,PRD-2021-SKU-07039,industrial_machinery,WO-2021-08361,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,197.962,9.898,181.69,497.1,201.61,214.29,0.05,WC-008,201.71,92.63,WC-004,174.17,187,116,115,1,0,1,18.14,23.79,0.7625,99.842,116,0.8,2,-37.97,7.27,474.4,450.5,0.9496,0.6492,0.9914,0.6112,20.14,32.95,23.9,62.7,1,reduced_speed,average,performance_loss,66.9,2,23.9,0.0,2,237.2,11.9,17.4,no,0.0,0.0,17.4,6.5,0.0,0.0,no,preventive,3.8,7.9,3,2,83.7,semi_skilled,13.0,0.0,no,no,88.9,SUP-065,1580.0,4.45,0.98,1.0,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.842,99.3698,367.8,3.198,67.6,53.9,,7.9,154.5,869.84,981.63,55.82,0.0,13.96,100,2390.0,491.96,57.2,72.4051
MFG-LINE-PLT-010-04,PLT-010,WC-037,SHF-PLT-010-20210102-1,2021-01-02,1,462.9,PRD-2021-SKU-09802,industrial_machinery,WO-2021-82972,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,270.295,32.435,244.86,344.53,286.4,323.81,0.12,WC-003,291.94,98.19,WC-005,256.68,104,87,86,1,0,1,13.28,13.62,0.975,99.9103,87,0.4,1,-16.35,0.59,462.9,443.2,0.9574,0.8647,0.9885,0.8184,26.31,32.15,19.7,13.6,1,reduced_speed,good,performance_loss,50.0,2,19.7,0.0,2,231.5,9.8,10.3,no,9.4,0.0,10.3,0.0,0.0,0.0,no,emergency,14.7,6.9,20,19,79.3,expert,0.3,0.0,no,no,13.9,SUP-085,897.0,4.62,1.04,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9103,96.923,294.1,3.42,69.0,16.1,,7.7,123.5,6062.23,9494.88,54.89,0.0,13.72,100,1970.0,407.72,47.5,236.4249
MFG-LINE-PLT-005-06,PLT-005,WC-047,SHF-PLT-005-20240210-1,2024-02-10,1,464.1,PRD-2024-SKU-04256,automotive_body,WO-2024-56396,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,96.0,4.8,86.17,233.18,95.3,103.92,0.05,WC-002,101.55,96.17,WC-008,48.0,371,217,216,1,0,1,37.43,48.0,0.7798,99.9724,217,2.2,6,-41.51,9.31,464.1,361.0,0.7779,0.7513,0.9954,0.5817,18.75,32.23,103.1,71.8,1,reduced_speed,average,performance_loss,13.2,1,103.1,0.0,7,66.3,14.7,26.0,no,25.4,60.4,7.5,0.0,9.9,0.0,no,corrective,32.1,4.8,4,3,70.1,semi_skilled,12.5,0.0,no,no,31.5,SUP-076,276.0,4.95,1.15,1.18,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9724,97.4488,546.3,2.529,130.0,29.8,10.9,8.0,229.4,601.01,1073.07,48.41,0.0,12.1,200,20620.0,4136.1,35.9,56.3845
MFG-LINE-PLT-004-01,PLT-004,WC-007,SHF-PLT-004-20231214-1,2023-12-14,1,420.1,PRD-2023-SKU-09206,industrial_machinery,WO-2023-27467,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,241.07,12.054,207.2,321.27,239.99,260.96,0.05,WC-004,251.86,94.98,WC-003,223.88,119,81,80,1,0,1,14.77,17.19,0.8592,99.6392,81,3.3,12,-31.93,0.63,420.1,354.3,0.8434,0.7979,0.9877,0.6646,19.39,29.17,65.8,20.5,1,idling_minor_stops,average,performance_loss,25.3,1,65.8,0.0,4,105.0,16.4,27.3,no,0.0,18.7,19.8,0.0,0.0,27.3,no,emergency,28.6,4.4,20,18,63.7,skilled,8.3,0.0,no,no,32.4,SUP-106,3608.0,4.19,0.9,0.93,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.6392,99.5981,262.5,3.281,65.8,25.5,,7.8,110.2,2844.59,4893.11,62.57,0.0,15.64,100,6580.0,1331.64,29.0,160.0734
MFG-LINE-PLT-010-02,PLT-010,WC-036,SHF-PLT-010-20230106-1,2023-01-06,1,424.5,PRD-2023-SKU-04717,industrial_machinery,WO-2023-04519,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,337.908,63.865,293.36,611.08,325.82,443.29,0.189,WC-002,379.4,99.9,WC-003,325.53,86,56,55,1,0,1,10.52,12.38,0.8498,98.9692,56,0.3,1,-34.88,0.71,424.5,319.4,0.7524,0.85,0.9821,0.6281,18.52,29.48,105.1,9.9,1,equipment_failure,average,availability_loss,0.0,0,105.1,0.0,4,106.1,26.3,49.8,yes,82.8,0.0,22.4,0.0,0.0,0.0,no,preventive,32.7,5.0,12,11,81.2,skilled,7.3,0.0,no,no,66.1,SUP-037,10308.0,3.81,0.77,0.86,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.9692,96.3474,242.7,4.412,68.2,25.3,,7.1,101.9,2527.28,3860.69,46.54,0.0,11.63,100,10510.0,2113.63,71.3,163.5311
MFG-LINE-PLT-004-07,PLT-004,WC-046,SHF-PLT-004-20210505-3,2021-05-05,3,458.1,PRD-2021-SKU-02080,industrial_machinery,WO-2021-62989,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,227.615,11.381,204.85,473.86,232.87,246.39,0.05,WC-004,230.95,92.24,WC-001,209.56,137,80,79,1,0,1,15.73,18.05,0.8715,99.943,80,1.3,3,-41.61,1.15,458.1,346.5,0.7564,0.7672,0.9875,0.5731,18.23,31.81,111.6,24.3,1,setup_adjustment,average,availability_loss,41.4,1,111.6,0.0,5,91.6,22.3,68.4,yes,90.0,0.0,0.0,8.6,12.9,0.0,no,corrective,22.9,5.8,10,9,70.0,expert,8.2,0.0,no,yes,49.6,SUP-181,570.0,4.75,1.08,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.943,99.2893,186.4,2.36,44.3,15.9,,8.4,78.3,3130.74,2760.0,73.79,0.0,18.45,100,11160.0,2250.45,70.8,149.2904
MFG-LINE-PLT-007-01,PLT-007,WC-035,SHF-PLT-007-20240612-2,2024-06-12,2,477.7,PRD-2024-SKU-01532,industrial_machinery,WO-2024-39572,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,190.69,5.721,164.08,268.89,188.42,200.13,0.03,WC-011,194.61,92.78,WC-006,169.53,168,90,89,1,0,1,18.74,21.16,0.8856,99.967,90,0.8,1,-46.43,0.62,477.7,418.9,0.8769,0.6091,0.9889,0.5282,17.52,33.18,58.8,57.8,1,idling_minor_stops,average,performance_loss,130.8,3,58.8,0.0,3,159.2,19.6,30.3,yes,30.3,18.8,9.8,0.0,0.0,0.0,no,corrective,27.1,7.2,20,18,77.6,multi_skilled,6.1,0.0,no,no,47.7,SUP-187,330.0,4.91,1.14,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.967,97.0936,298.2,3.35,66.9,37.2,,7.8,125.2,8860.1,8663.77,191.18,0.0,47.8,100,5880.0,1223.8,28.8,390.2255
MFG-LINE-PLT-010-03,PLT-010,WC-041,SHF-PLT-010-20200113-1,2020-01-13,1,438.8,PRD-2020-SKU-06139,industrial_machinery,WO-2020-81210,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,36.629,4.396,31.3,55.05,38.08,43.88,0.12,WC-010,42.59,99.9,WC-005,0.0,755,465,464,1,0,1,98.18,103.45,0.9491,99.8888,465,3.2,10,-38.41,7.93,438.8,307.7,0.7012,0.8766,0.9978,0.6134,18.69,30.47,131.1,65.5,1,equipment_failure,average,availability_loss,23.5,1,131.1,0.0,9,48.8,14.6,22.8,no,19.0,13.8,23.4,25.0,6.4,43.6,no,corrective,29.1,5.1,10,8,73.9,expert,13.8,0.0,no,no,80.1,SUP-017,1112.0,4.56,1.02,1.14,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8888,99.5087,1412.4,3.044,278.2,72.7,,8.0,593.2,1571.49,2801.43,36.77,0.0,9.19,100,13110.0,2631.19,44.9,46.2736
MFG-LINE-PLT-008-01,PLT-008,WC-011,SHF-PLT-008-20230711-2,2023-07-11,2,475.1,PRD-2023-SKU-06653,medical_devices,WO-2023-60526,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,132.101,15.852,121.87,164.46,135.73,158.26,0.12,WC-002,138.52,95.32,WC-003,100.49,250,189,188,1,0,1,27.16,31.61,0.8592,99.9884,189,0.1,0,-24.4,1.25,475.1,461.6,0.9716,0.7773,0.9947,0.7512,24.78,32.99,13.5,54.2,1,idling_minor_stops,good,performance_loss,44.0,1,13.5,0.0,2,237.5,6.8,7.0,no,0.0,0.0,0.0,6.5,7.0,0.0,no,preventive,7.3,6.5,21,19,67.6,skilled,4.9,0.0,no,yes,61.2,SUP-105,116.0,5.18,1.23,1.26,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9884,98.4731,246.5,1.311,47.0,34.5,,7.8,103.5,8648.93,18877.51,27.42,0.0,6.86,250,3375.0,681.86,38.7,173.9831
MFG-LINE-PLT-007-01,PLT-007,WC-031,SHF-PLT-007-20230122-1,2023-01-22,1,451.1,PRD-2023-SKU-01105,industrial_machinery,WO-2023-66452,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,218.531,6.556,205.45,358.2,219.31,229.35,0.03,WC-012,224.45,93.37,WC-002,197.37,159,86,85,1,0,1,16.36,21.16,0.7732,99.9591,86,1.4,4,-45.91,2.83,451.1,401.4,0.8898,0.6073,0.9884,0.5341,16.73,31.33,49.7,55.6,1,reduced_speed,average,performance_loss,86.0,2,49.7,0.0,3,150.4,16.6,28.2,no,37.3,12.4,0.0,0.0,0.0,0.0,no,preventive,27.1,4.5,5,4,65.2,semi_skilled,1.0,0.0,no,yes,53.0,SUP-008,409.0,4.85,1.12,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9591,98.7604,184.4,2.169,39.3,25.7,,8.6,77.4,883.69,931.43,79.18,0.0,19.8,100,4970.0,1013.8,73.0,101.4659
MFG-LINE-PLT-003-01,PLT-003,WC-040,SHF-PLT-003-20211025-2,2021-10-25,2,442.1,PRD-2021-SKU-08994,electronics_pcb,WO-2021-03965,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.811,1.141,20.18,42.72,22.92,24.69,0.05,WC-004,23.43,93.37,WC-006,0.0,1293,662,661,1,0,1,157.74,175.61,0.8982,99.9812,662,0.1,0,-48.8,89.71,442.1,275.2,0.6225,0.8219,0.9985,0.5109,15.68,30.7,166.9,143.4,1,setup_adjustment,average,availability_loss,23.4,1,166.9,0.0,4,110.5,41.7,95.1,yes,155.9,0.0,0.0,10.9,0.0,0.0,no,corrective,24.0,6.0,2,1,79.1,expert,5.6,0.0,no,no,31.9,SUP-181,188.0,5.06,1.19,1.33,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9812,97.1328,858.0,1.298,219.9,95.2,,6.8,360.4,304.93,381.23,17.95,0.0,4.49,150,25035.0,5011.49,71.3,19.0152
MFG-LINE-PLT-009-01,PLT-009,WC-047,SHF-PLT-009-20230814-1,2023-08-14,1,468.7,PRD-2023-SKU-04621,automotive_body,WO-2023-05388,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,71.631,8.596,62.48,191.91,69.58,85.81,0.12,WC-005,77.83,98.77,WC-004,14.31,447,340,339,1,0,1,50.25,57.32,0.8767,99.9759,340,1.0,3,-23.94,3.34,468.7,438.1,0.9347,0.8123,0.9971,0.757,24.64,32.55,30.6,78.6,1,reduced_speed,good,performance_loss,32.2,1,30.6,0.0,1,468.7,30.6,30.6,yes,0.0,30.6,0.0,0.0,0.0,0.0,no,predictive,28.2,6.8,15,13,67.6,skilled,7.4,0.0,no,yes,18.5,SUP-077,241.0,4.99,1.16,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9759,97.2632,716.6,2.114,140.8,56.5,14.3,8.3,301.0,6402.63,11335.0,17.58,0.0,4.39,200,6120.0,1228.39,61.1,69.9553
MFG-LINE-PLT-004-04,PLT-004,WC-035,SHF-PLT-004-20240321-1,2024-03-21,1,479.4,PRD-2024-SKU-03185,industrial_machinery,WO-2024-17381,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,326.683,61.743,305.59,701.14,328.34,428.56,0.189,WC-002,328.77,91.49,WC-001,314.25,99,75,74,1,0,1,10.97,12.43,0.8825,99.7834,75,0.2,0,-24.24,1.54,479.4,422.6,0.8815,0.8569,0.9867,0.7453,24.81,33.29,56.8,12.5,1,reduced_speed,good,performance_loss,12.4,1,56.8,0.0,4,119.9,14.2,27.4,no,52.6,0.0,0.0,0.0,4.2,0.0,no,corrective,24.6,5.5,8,6,93.3,skilled,14.2,0.2,no,no,61.2,SUP-125,2166.0,4.35,0.95,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7834,97.943,166.4,2.248,31.9,14.4,,8.5,69.9,1338.53,3178.0,79.11,0.0,19.78,100,5680.0,1155.78,35.3,141.2132
MFG-LINE-PLT-005-04,PLT-005,WC-001,SHF-PLT-005-20240404-2,2024-04-04,2,453.6,PRD-2024-SKU-01780,automotive_body,WO-2024-56756,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.111,6.253,48.21,73.32,52.73,62.43,0.12,WC-004,55.54,96.89,WC-002,0.0,583,373,372,1,0,1,68.93,77.25,0.8923,99.9688,373,4.9,19,-36.02,9.84,453.6,405.0,0.8929,0.7153,0.9973,0.6369,20.06,31.5,48.6,148.5,1,idling_minor_stops,average,performance_loss,80.3,2,48.6,0.0,3,151.2,16.2,22.2,no,22.2,14.6,11.8,0.0,0.0,0.0,no,corrective,15.6,6.4,6,5,88.4,expert,1.2,0.0,no,no,86.0,SUP-158,312.0,4.92,1.14,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9688,97.25,1134.2,3.049,284.0,162.6,22.7,7.6,476.4,1556.42,2089.86,36.02,0.0,9.01,200,9720.0,1953.01,43.9,45.9187
MFG-LINE-PLT-006-02,PLT-006,WC-004,SHF-PLT-006-20200508-2,2020-05-08,2,439.4,PRD-2020-SKU-04613,food_beverage,WO-2020-65763,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.605,0.913,6.86,11.7,7.44,9.11,0.12,WC-016,8.38,99.9,WC-003,0.0,3984,2733,2726,7,3,4,473.29,545.45,0.8677,99.7456,2736,0.3,0,-31.4,18.61,439.4,346.5,0.7886,0.8677,0.9974,0.6825,20.82,30.51,92.9,416.7,7,equipment_failure,average,availability_loss,0.0,0,92.9,0.0,6,73.2,15.5,41.9,yes,30.8,41.9,0.0,20.2,0.0,0.0,no,preventive,15.5,7.3,22,20,74.3,skilled,7.5,0.0,no,yes,71.7,SUP-033,2544.0,4.3,0.93,1.02,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7456,97.1789,692.4,0.254,163.0,65.7,,8.7,290.8,8197.47,12506.96,12.91,38.73,12.91,80,7432.0,1538.04,74.9,20.5383
MFG-LINE-PLT-009-02,PLT-009,WC-009,SHF-PLT-009-20211026-1,2021-10-26,1,473.7,PRD-2021-SKU-08936,automotive_body,WO-2021-59813,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.299,1.865,33.69,88.76,37.21,40.38,0.05,WC-002,38.43,93.65,WC-001,0.0,861,731,730,1,0,1,96.42,109.09,0.8839,99.9846,731,0.1,0,-15.1,6.16,473.7,454.9,0.9603,0.8839,0.9986,0.8477,27.88,32.89,18.8,96.0,1,idling_minor_stops,good,performance_loss,0.0,0,18.8,0.0,1,473.7,18.8,18.8,no,18.8,0.0,0.0,0.0,0.0,0.0,no,corrective,14.2,7.0,17,15,72.4,skilled,6.0,0.0,no,no,74.8,SUP-170,154.0,5.11,1.2,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9846,97.592,1333.0,1.826,249.7,68.5,26.7,8.5,559.9,3055.45,6747.4,27.48,0.0,6.87,200,3760.0,758.87,48.7,40.9462
MFG-LINE-PLT-008-02,PLT-008,WC-024,SHF-PLT-008-20240607-1,2024-06-07,1,464.9,PRD-2024-SKU-05374,medical_devices,WO-2024-95845,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.091,3.607,40.99,113.11,45.64,51.04,0.08,WC-001,47.64,96.04,WC-002,0.0,720,366,365,1,0,1,79.62,93.02,0.8559,99.99,366,0.1,0,-49.17,3.36,464.9,275.8,0.5932,0.8559,0.9973,0.5064,16.35,32.29,189.1,61.6,1,equipment_failure,average,availability_loss,0.0,0,189.12002232751726,0.0,3,155.0,24.8,189.12002232751726,yes,32.7,0.0,41.7,0.0,0.0,0.0,no,emergency,8.4,3.2,15,14,61.9,skilled,2.6,0.0,no,no,61.2,SUP-034,90.0,5.25,1.25,1.26,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.1283,726.4,1.99,180.6,108.2,,6.7,305.1,4519.34,7605.54,23.18,0.0,5.79,250,47280.01,9461.79,38.6,56.4624
MFG-LINE-PLT-005-04,PLT-005,WC-029,SHF-PLT-005-20220408-1,2022-04-08,1,470.2,PRD-2022-SKU-07374,automotive_body,WO-2022-04178,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,61.946,7.434,53.35,118.56,63.3,74.21,0.12,WC-003,65.25,95.76,WC-004,0.0,603,270,269,1,0,1,57.96,77.25,0.7503,99.7719,270,3.2,10,-55.22,4.29,470.2,338.0,0.7188,0.6205,0.9963,0.4444,14.51,32.65,132.2,165.1,1,reduced_speed,poor,performance_loss,58.4,2,132.2,0.0,4,117.5,33.1,59.6,yes,85.0,0.0,47.2,0.0,0.0,0.0,no,preventive,15.6,4.1,9,8,76.9,semi_skilled,0.2,0.0,no,no,53.9,SUP-168,2281.0,4.34,0.95,1.06,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.7719,97.5761,392.7,1.46,79.2,23.6,7.9,8.8,164.9,1447.77,1311.17,25.84,0.0,6.46,200,26440.0,5294.46,32.7,36.1923
MFG-LINE-PLT-004-04,PLT-004,WC-044,SHF-PLT-004-20230324-2,2023-03-24,2,455.2,PRD-2023-SKU-07597,industrial_machinery,WO-2023-18977,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,383.195,81.812,341.06,1135.41,381.11,518.18,0.213,WC-002,398.17,94.46,WC-001,370.76,93,67,66,1,0,1,9.27,12.43,0.7458,99.5176,67,5.0,12,-27.96,0.54,455.2,433.7,0.9528,0.746,0.9851,0.7001,22.13,31.61,21.5,22.8,1,reduced_speed,good,performance_loss,0.0,0,21.5,0.0,2,227.6,10.7,15.2,no,0.0,15.2,0.0,6.3,0.0,0.0,no,predictive,24.6,6.9,17,16,75.5,semi_skilled,4.5,0.0,no,no,82.6,SUP-122,4824.0,4.09,0.86,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5176,97.724,264.8,4.012,61.4,39.2,,7.3,111.2,2470.67,3999.66,94.4,0.0,23.6,100,2150.0,453.6,49.4,193.8656
MFG-LINE-PLT-005-02,PLT-005,WC-017,SHF-PLT-005-20220724-2,2022-07-24,2,442.7,PRD-2022-SKU-03012,automotive_body,WO-2022-33149,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,63.361,5.069,54.6,121.79,63.5,71.72,0.08,WC-003,67.72,97.16,WC-005,0.0,558,325,324,1,0,1,56.8,75.79,0.7494,99.9649,325,2.9,11,-41.76,4.88,442.7,401.5,0.9069,0.6409,0.9969,0.5794,17.81,30.74,41.2,182.1,1,reduced_speed,average,performance_loss,58.2,2,41.2,0.0,2,221.3,20.6,26.1,no,26.1,0.0,0.0,0.0,0.0,15.2,no,corrective,1.3,6.4,11,9,65.6,semi_skilled,9.3,0.0,no,no,40.7,SUP-087,351.0,4.89,1.13,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9649,99.6339,882.6,2.724,190.5,121.7,17.7,7.8,370.7,4171.78,4747.9,23.63,0.0,5.91,200,8240.0,1653.91,35.3,51.2328
MFG-LINE-PLT-004-02,PLT-004,WC-017,SHF-PLT-004-20221004-1,2022-10-04,1,450.0,PRD-2022-SKU-05078,industrial_machinery,WO-2022-99641,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,252.831,47.785,237.58,724.53,220.59,331.68,0.189,WC-002,272.11,97.84,WC-001,236.83,119,98,97,1,0,1,14.22,16.0,0.8888,99.824,98,0.3,1,-17.65,0.81,450.0,440.3,0.9784,0.8346,0.9898,0.8083,25.26,31.25,9.7,19.4,1,idling_minor_stops,good,performance_loss,26.9,1,9.7,0.0,1,450.0,9.7,9.7,no,0.0,0.0,0.0,9.7,0.0,0.0,no,corrective,6.1,5.4,17,16,79.6,skilled,3.9,0.0,no,no,58.7,SUP-035,1760.0,4.42,0.97,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.824,98.2616,243.3,2.508,59.3,23.0,,8.3,102.2,3799.55,5304.17,23.55,0.0,5.89,100,970.0,199.89,52.7,117.6456
MFG-LINE-PLT-009-01,PLT-009,WC-033,SHF-PLT-009-20200211-1,2020-02-11,1,451.6,PRD-2020-SKU-02803,automotive_body,WO-2020-96689,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,66.416,7.97,61.41,172.22,68.88,79.57,0.12,WC-007,70.22,96.12,WC-008,9.1,431,327,326,1,0,1,54.12,57.32,0.9442,99.9836,327,1.2,3,-24.13,14.44,451.6,362.5,0.8027,0.944,0.9969,0.7555,23.7,31.36,89.1,19.4,1,equipment_failure,good,availability_loss,0.0,0,89.1,0.0,5,90.3,17.8,27.4,no,27.4,54.4,7.3,0.0,0.0,0.0,no,preventive,28.2,5.5,4,3,75.7,expert,1.2,0.0,no,no,14.9,SUP-060,164.0,5.09,1.2,1.31,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9836,99.6077,663.1,2.034,151.1,34.1,13.3,8.4,278.5,694.17,1039.81,70.06,0.0,17.52,200,17820.0,3581.52,39.5,75.5939
MFG-LINE-PLT-004-03,PLT-004,WC-049,SHF-PLT-004-20220314-1,2022-03-14,1,423.7,PRD-2022-SKU-07880,industrial_machinery,WO-2022-28881,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,141.993,7.1,125.21,324.49,141.8,153.71,0.05,WC-003,143.53,91.89,WC-001,114.9,191,157,156,1,0,1,25.21,27.09,0.9306,99.9533,157,0.5,1,-17.8,7.36,423.7,387.7,0.915,0.8969,0.9936,0.8155,24.0,29.43,36.0,18.0,1,idling_minor_stops,good,performance_loss,14.0,1,36.0,0.0,4,105.9,9.0,16.0,no,0.0,16.0,0.0,15.6,4.4,0.0,no,corrective,22.2,5.3,4,3,82.1,expert,9.1,0.2,no,no,10.8,SUP-051,467.0,4.81,1.1,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9533,98.772,670.2,4.296,183.6,53.6,,7.1,281.5,426.65,661.95,23.26,0.0,5.82,100,3600.0,725.82,48.9,30.3873
MFG-LINE-PLT-004-02,PLT-004,WC-020,SHF-PLT-004-20220522-2,2022-05-22,2,432.4,PRD-2022-SKU-03995,industrial_machinery,WO-2022-40503,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,299.302,63.901,254.98,495.06,295.34,404.74,0.213,WC-001,281.62,85.54,WC-002,283.3,114,57,56,1,0,1,11.89,16.0,0.7431,99.5172,57,4.5,12,-50.0,7.77,432.4,318.6,0.7368,0.6709,0.9825,0.4857,14.58,30.03,113.8,28.0,1,idling_minor_stops,poor,performance_loss,30.9,1,113.8,0.0,4,108.1,28.5,35.2,yes,66.2,15.3,0.0,0.0,0.0,32.3,no,preventive,6.1,5.9,1,1,80.9,semi_skilled,0.8,0.0,no,no,72.9,SUP-192,4828.0,4.09,0.86,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.5172,97.6279,264.0,4.715,51.4,24.9,,6.9,110.9,364.03,457.91,25.14,0.0,6.29,100,11380.0,2282.29,45.6,40.2664
MFG-LINE-PLT-004-03,PLT-004,WC-039,SHF-PLT-004-20210603-2,2021-06-03,2,474.3,PRD-2021-SKU-06668,industrial_machinery,WO-2021-98290,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,228.162,11.408,197.09,436.23,233.96,246.99,0.05,WC-002,233.01,92.84,WC-005,201.07,210,102,100,2,0,2,15.66,27.09,0.5781,98.4478,102,0.7,2,-51.43,0.9,474.3,390.8,0.8239,0.5782,0.9804,0.467,15.38,32.93,83.5,74.4,2,reduced_speed,poor,performance_loss,0.0,0,83.5,0.0,5,94.9,16.7,30.6,yes,78.5,0.0,0.0,5.0,0.0,0.0,no,corrective,22.2,5.1,15,14,70.1,trainee,6.4,0.0,no,no,54.9,SUP-073,15522.0,3.66,0.72,0.79,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,98.4478,95.5015,428.1,4.281,70.4,37.5,,7.1,179.8,7076.53,6892.73,22.66,0.0,11.33,100,8350.0,1681.33,38.7,162.8058
MFG-LINE-PLT-003-02,PLT-003,WC-028,SHF-PLT-003-20241220-1,2024-12-20,1,440.8,PRD-2024-SKU-03990,electronics_pcb,WO-2024-43760,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.608,4.633,34.67,67.41,40.39,46.25,0.12,WC-001,43.49,99.9,WC-001,0.0,723,594,593,1,0,1,93.14,98.63,0.9443,99.9192,594,0.2,0,-17.84,6.21,440.8,382.7,0.8682,0.9443,0.9983,0.8185,25.05,30.61,58.1,35.0,1,setup_adjustment,good,availability_loss,0.0,0,58.1,0.0,3,146.9,19.4,44.5,yes,44.5,0.0,11.6,0.0,2.0,0.0,no,corrective,24.8,6.4,14,13,68.0,expert,6.9,0.0,no,no,43.1,SUP-108,808.0,4.65,1.05,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9192,99.0419,5.9,0.01,1.4,0.7,,10.0,2.5,5888.08,8485.49,12.37,0.0,3.09,150,8715.0,1746.09,70.1,36.6296
MFG-LINE-PLT-008-02,PLT-008,WC-047,SHF-PLT-008-20220808-1,2022-08-08,1,476.7,PRD-2022-SKU-03392,medical_devices,WO-2022-42169,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,41.056,3.284,38.95,96.42,39.93,46.47,0.08,WC-002,43.59,96.52,WC-001,0.0,738,590,589,1,0,1,87.54,93.02,0.9411,99.99,590,1.1,3,-20.05,7.41,476.7,404.4,0.8483,0.9411,0.9983,0.797,26.38,33.1,72.3,36.9,1,equipment_failure,good,availability_loss,0.0,0,72.3,0.0,5,95.3,14.5,24.7,no,24.7,0.0,43.6,0.0,3.9,0.0,no,preventive,8.4,5.4,12,10,66.6,expert,13.2,0.0,no,no,32.6,SUP-068,84.0,5.26,1.25,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.9232,481.8,0.818,118.7,63.7,,8.6,202.4,1549.92,2757.93,25.24,0.0,6.31,250,18075.0,3621.31,66.6,32.5967
MFG-LINE-PLT-008-01,PLT-008,WC-002,SHF-PLT-008-20230524-1,2023-05-24,1,429.5,PRD-2023-SKU-01758,medical_devices,WO-2023-49204,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,119.963,14.396,105.64,300.72,118.14,143.72,0.12,WC-001,120.55,91.35,WC-002,88.35,226,214,213,1,0,1,29.9,31.61,0.9459,99.9886,214,0.1,0,-5.31,2.98,429.5,429.5,1.0,0.9459,0.9953,0.9415,28.08,29.82,0.0,12.2,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,429.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,7.3,7.0,11,10,85.6,expert,4.1,0.0,no,no,12.8,SUP-106,114.0,5.19,1.23,1.28,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9886,98.0855,297.3,1.396,62.4,40.9,,7.7,124.9,1988.28,3405.12,18.8,0.0,4.7,250,0.0,4.7,37.9,44.2094
MFG-LINE-PLT-009-02,PLT-009,WC-039,SHF-PLT-009-20220119-3,2022-01-19,3,435.8,PRD-2022-SKU-01720,automotive_body,WO-2022-09322,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.267,1.963,35.39,66.22,39.53,42.51,0.05,WC-003,40.2,93.07,WC-001,0.0,792,412,411,1,0,1,91.66,109.09,0.8402,99.9856,412,2.4,8,-47.98,6.29,435.8,357.0,0.8192,0.6347,0.9976,0.5186,15.7,30.27,78.8,237.1,1,reduced_speed,average,performance_loss,87.4,3,78.8,0.0,3,145.3,26.3,48.9,yes,67.4,0.0,11.4,0.0,0.0,0.0,no,corrective,14.2,6.4,12,9,61.9,multi_skilled,18.5,0.0,no,no,79.4,SUP-015,144.0,5.13,1.21,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9856,99.7245,1249.4,3.04,249.9,178.7,25.0,7.6,524.7,2314.59,3618.99,97.43,0.0,24.36,200,15760.0,3176.36,31.9,112.104
MFG-LINE-PLT-007-02,PLT-007,WC-008,SHF-PLT-007-20240713-2,2024-07-13,2,436.3,PRD-2024-SKU-05333,industrial_machinery,WO-2024-55538,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,310.518,37.262,275.91,723.86,305.88,372.0,0.12,WC-002,335.23,98.14,WC-001,294.98,112,66,65,1,0,1,11.49,15.54,0.7394,99.6944,66,2.3,7,-41.07,0.64,436.3,402.6,0.9228,0.6328,0.9848,0.5751,17.42,30.3,33.7,38.3,1,idling_minor_stops,average,performance_loss,58.1,2,33.7,0.0,2,218.1,16.8,16.8,no,0.0,0.0,33.7,0.0,0.0,0.0,no,corrective,32.8,5.9,15,14,68.7,semi_skilled,3.2,0.0,yes,yes,78.0,SUP-146,3056.0,4.24,0.91,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6944,99.4422,243.4,3.744,59.2,17.0,,7.5,102.2,4488.47,4537.4,34.62,0.0,8.65,100,3370.0,682.65,58.7,174.0122
MFG-LINE-PLT-002-04,PLT-002,WC-025,SHF-PLT-002-20230730-1,2023-07-30,1,420.1,PRD-2023-SKU-08529,electronics_pcb,WO-2023-62219,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.084,2.64,13.51,21.07,14.92,19.44,0.175,WC-003,17.08,99.9,WC-004,0.0,1786,1597,1595,2,0,2,238.64,255.32,0.9347,99.9259,1597,1.0,3,-10.58,37.97,420.1,401.5,0.9557,0.9347,0.9987,0.8922,26.03,29.18,18.6,111.6,2,idling_minor_stops,world_class,performance_loss,0.0,0,18.6,0.0,1,420.1,18.6,18.6,no,0.0,0.0,18.6,0.0,0.0,0.0,no,preventive,15.6,6.0,7,6,61.8,expert,1.1,0.0,no,no,44.9,SUP-110,741.0,4.68,1.06,1.06,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9259,99.0228,1550.3,0.972,311.4,132.0,,7.6,651.1,1026.8,1016.85,6.73,0.0,3.37,150,2790.0,561.37,60.3,8.0197
MFG-LINE-PLT-003-05,PLT-003,WC-044,SHF-PLT-003-20200829-3,2020-08-29,3,456.6,PRD-2020-SKU-09070,electronics_pcb,WO-2020-69144,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,48.75,5.85,43.58,64.55,51.01,58.4,0.12,WC-005,50.19,93.59,WC-003,0.0,699,324,323,1,0,1,73.69,92.07,0.8004,99.8985,324,0.5,1,-53.65,8.49,456.6,356.5,0.7808,0.5923,0.9969,0.461,14.62,31.71,100.1,223.0,1,reduced_speed,poor,performance_loss,92.7,3,100.1,0.0,3,152.2,33.4,55.4,yes,84.8,0.0,15.4,0.0,0.0,0.0,no,preventive,2.5,6.6,7,5,81.3,skilled,23.8,0.0,no,yes,62.7,SUP-129,1015.0,4.59,1.03,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8985,98.3664,266.8,0.826,51.7,25.6,,7.9,112.1,2360.83,5273.73,12.41,0.0,3.1,150,15015.0,3006.1,61.3,36.0848
MFG-LINE-PLT-003-04,PLT-003,WC-014,SHF-PLT-003-20200624-3,2020-06-24,3,479.0,PRD-2020-SKU-02136,electronics_pcb,WO-2020-89413,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.956,1.898,35.19,97.55,37.25,41.09,0.05,WC-004,39.42,94.41,WC-006,0.0,1059,612,611,1,0,1,94.72,132.84,0.713,99.8816,612,5.1,12,-42.21,5.47,450.6,373.0,0.8278,0.7411,0.9984,0.6124,19.16,31.29,77.6,213.8,1,idling_minor_stops,average,performance_loss,13.7,1,77.6,28.4,4,119.8,19.4,35.2,yes,27.9,35.2,6.6,7.8,0.0,0.0,yes,corrective,11.0,6.7,15,14,80.8,semi_skilled,4.9,0.0,no,no,56.3,SUP-061,1184.0,4.54,1.01,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8816,98.0908,439.9,0.72,107.3,32.1,,8.2,184.8,5344.3,4811.98,10.68,0.0,2.67,150,11640.0,2330.67,69.8,27.3199
MFG-LINE-PLT-005-04,PLT-005,WC-036,SHF-PLT-005-20201130-3,2020-11-30,3,474.3,PRD-2020-SKU-01709,automotive_body,WO-2020-93374,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,59.233,7.108,55.27,171.27,56.86,70.96,0.12,WC-001,63.79,97.9,WC-003,0.0,610,369,368,1,0,1,60.64,77.25,0.785,99.9472,369,1.0,2,-39.51,3.88,474.3,375.9,0.7925,0.7624,0.9973,0.6026,19.85,32.94,98.4,115.0,1,idling_minor_stops,average,performance_loss,10.8,1,98.4,0.0,4,118.6,24.6,39.0,yes,69.7,28.7,0.0,0.0,0.0,0.0,no,corrective,15.6,5.9,13,12,61.6,skilled,6.1,0.0,no,no,34.8,SUP-074,528.0,4.78,1.09,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9472,99.8622,1006.5,2.735,170.1,53.7,20.1,7.8,422.7,4083.08,5109.66,22.66,0.0,5.67,200,19680.0,3941.67,61.0,47.7018
MFG-LINE-PLT-004-01,PLT-004,WC-027,SHF-PLT-004-20231204-1,2023-12-04,1,456.3,PRD-2023-SKU-02961,industrial_machinery,WO-2023-79670,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,237.368,11.868,221.05,316.15,240.61,256.95,0.05,WC-003,253.14,96.95,WC-010,220.18,130,78,77,1,0,1,15.03,17.19,0.8743,99.9415,78,1.3,4,-40.0,2.53,456.3,339.3,0.7436,0.8023,0.9872,0.5889,18.66,31.69,117.0,19.2,1,equipment_failure,average,availability_loss,28.0,2,117.0,0.0,8,57.0,14.6,33.3,yes,56.1,31.3,13.8,9.1,6.6,0.0,no,predictive,28.6,6.4,5,4,79.2,skilled,0.6,0.0,no,no,82.2,SUP-140,585.0,4.75,1.08,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9415,99.5393,234.1,3.04,60.0,32.6,,8.0,98.3,1457.94,2515.13,30.88,0.0,7.72,100,11700.0,2347.72,28.6,82.8794
MFG-LINE-PLT-009-02,PLT-009,WC-033,SHF-PLT-009-20210421-1,2021-04-21,1,453.4,PRD-2021-SKU-06680,automotive_body,WO-2021-12694,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.87,1.794,33.54,53.5,35.44,38.83,0.05,WC-001,37.32,94.58,WC-002,0.0,824,583,582,1,0,1,100.22,109.09,0.9187,99.99,583,1.6,3,-29.25,3.5,453.4,387.5,0.8546,0.8275,0.9983,0.706,22.23,31.48,65.9,121.5,1,reduced_speed,good,performance_loss,38.5,2,65.9,0.0,5,90.7,13.2,19.2,no,13.7,19.2,14.3,18.7,0.0,0.0,no,corrective,14.2,4.8,23,22,67.5,expert,3.3,0.0,no,no,30.3,SUP-040,54.0,5.37,1.29,1.42,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.5098,1263.5,2.171,250.0,128.8,25.3,8.3,530.7,8957.16,13367.27,26.79,0.0,6.7,200,13180.0,2642.7,41.2,65.1942
MFG-LINE-PLT-005-03,PLT-005,WC-009,SHF-PLT-005-20240502-1,2024-05-02,1,422.5,PRD-2024-SKU-04813,automotive_body,WO-2024-68051,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,72.58,3.629,64.8,177.34,73.97,78.57,0.05,WC-001,72.5,90.8,WC-002,8.98,447,282,281,1,0,1,49.45,63.6,0.7775,99.9744,282,0.0,0,-36.91,9.98,422.5,395.4,0.9359,0.6728,0.9965,0.6275,18.41,29.34,27.1,137.1,1,idling_minor_stops,average,performance_loss,53.2,2,27.1,0.0,3,140.8,9.0,10.2,no,0.0,7.3,19.8,0.0,0.0,0.0,no,corrective,32.9,5.7,5,4,79.6,semi_skilled,11.8,0.0,no,yes,24.3,SUP-149,256.0,4.97,1.16,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9744,97.7568,754.8,2.686,204.4,40.7,15.1,7.9,317.0,943.93,869.55,58.51,0.0,14.63,200,5420.0,1098.63,48.3,65.1719
MFG-LINE-PLT-010-04,PLT-010,WC-041,SHF-PLT-010-20230706-1,2023-07-06,1,423.3,PRD-2023-SKU-06830,industrial_machinery,WO-2023-71790,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,302.795,36.335,261.79,545.1,299.02,362.75,0.12,WC-008,320.49,96.22,WC-004,289.18,95,73,72,1,0,1,11.87,13.62,0.8715,99.8632,73,3.4,8,-23.16,2.55,423.3,406.2,0.9596,0.7916,0.9863,0.7492,22.02,29.4,17.1,19.2,1,reduced_speed,good,performance_loss,37.2,1,17.1,0.0,1,423.3,17.1,17.1,no,17.1,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.1,5,4,88.9,skilled,2.5,0.0,no,no,79.6,SUP-151,1368.0,4.5,1.0,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8632,98.6921,281.8,3.914,63.1,27.9,,7.4,118.4,1213.42,1217.43,95.25,0.0,23.81,100,1710.0,365.81,33.4,130.3347
MFG-LINE-PLT-004-05,PLT-004,WC-034,SHF-PLT-004-20210628-1,2021-06-28,1,436.3,PRD-2021-SKU-02469,industrial_machinery,WO-2021-08672,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,169.141,8.457,151.84,429.69,169.94,183.1,0.05,WC-007,175.23,94.18,WC-001,145.35,172,133,132,1,0,1,21.21,23.79,0.8916,99.9324,133,1.5,4,-22.67,1.3,436.3,426.0,0.9764,0.7873,0.9925,0.7629,23.12,30.3,10.3,35.9,1,idling_minor_stops,good,performance_loss,49.7,3,10.3,0.0,2,218.2,5.2,7.2,no,0.0,0.0,0.0,7.2,3.2,0.0,no,corrective,3.8,7.2,16,14,62.7,skilled,8.8,0.0,no,no,60.4,SUP-165,676.0,4.7,1.07,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9324,97.0444,475.7,3.604,88.4,66.1,,7.6,199.8,4508.04,8119.14,73.15,0.0,18.29,100,1030.0,224.29,53.6,169.3646
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20220224-1,2022-02-24,1,462.1,PRD-2022-SKU-06794,industrial_machinery,WO-2022-54362,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,280.512,8.415,256.15,705.49,274.91,294.4,0.03,WC-012,287.15,93.06,WC-013,259.35,162,75,74,1,0,1,12.71,21.16,0.6007,99.8356,75,5.8,19,-53.7,4.8,462.1,354.0,0.7661,0.6006,0.9867,0.454,14.57,32.09,108.1,49.9,1,idling_minor_stops,poor,performance_loss,0.0,0,108.1,0.0,5,92.4,21.6,39.7,yes,87.1,11.7,0.0,0.0,9.3,0.0,no,preventive,27.1,5.5,3,2,88.1,trainee,9.8,0.0,no,yes,20.4,SUP-184,1644.0,4.44,0.98,1.02,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8356,97.9776,239.1,3.231,61.6,35.0,,7.8,100.4,312.32,660.14,44.1,0.0,11.03,100,10810.0,2173.03,31.5,57.8373
MFG-LINE-PLT-003-02,PLT-003,WC-028,SHF-PLT-003-20241013-1,2024-10-13,1,431.8,PRD-2024-SKU-05070,electronics_pcb,WO-2024-84433,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,41.617,4.994,38.01,51.68,41.56,49.86,0.12,WC-001,43.66,95.37,WC-001,0.0,709,348,347,1,0,1,86.49,98.63,0.8769,99.8962,348,0.3,1,-50.92,2.41,431.8,308.3,0.714,0.6866,0.9971,0.4888,14.66,29.99,123.5,158.8,1,reduced_speed,poor,performance_loss,66.9,3,123.5,0.0,5,86.4,24.7,60.4,yes,85.9,8.7,20.2,8.7,0.0,0.0,no,preventive,24.8,5.7,22,20,71.2,skilled,5.5,0.0,no,no,57.8,SUP-117,1038.0,4.58,1.03,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.8962,99.6818,315.1,0.908,64.0,42.2,,7.7,132.3,4725.41,9772.89,18.45,0.0,4.61,150,18525.0,3709.61,26.3,60.285
MFG-LINE-PLT-003-02,PLT-003,WC-034,SHF-PLT-003-20210601-3,2021-06-01,3,463.6,PRD-2021-SKU-07042,electronics_pcb,WO-2021-90134,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.151,5.538,42.43,57.46,43.41,55.29,0.12,WC-001,46.01,90.63,WC-001,0.0,761,582,581,1,0,1,77.91,98.63,0.7899,99.8676,582,1.3,3,-23.52,4.42,463.6,448.2,0.9668,0.7899,0.9983,0.7624,24.55,32.2,15.4,154.8,1,reduced_speed,good,performance_loss,0.0,0,15.4,0.0,3,154.5,5.1,7.0,no,0.0,0.0,7.0,0.0,8.5,0.0,no,emergency,24.8,5.1,20,17,74.3,skilled,13.2,0.0,no,no,35.6,SUP-170,1324.0,4.51,1.0,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8676,96.9522,425.3,0.732,84.7,31.8,,8.2,178.6,5748.03,11089.83,14.0,0.0,3.5,150,2310.0,465.5,31.8,43.0049
MFG-LINE-PLT-005-04,PLT-005,WC-039,SHF-PLT-005-20220214-2,2022-02-14,2,466.7,PRD-2022-SKU-05090,automotive_body,WO-2022-68345,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,55.623,6.675,49.77,115.87,54.49,66.64,0.12,WC-002,57.1,93.32,WC-004,0.0,600,408,407,1,0,1,64.71,77.25,0.8377,99.9522,408,0.3,1,-32.0,2.38,466.7,403.0,0.8635,0.7863,0.9975,0.6773,21.95,32.41,63.7,110.9,1,reduced_speed,average,performance_loss,24.7,1,63.7,0.0,4,116.7,15.9,27.2,no,47.9,11.9,0.0,0.0,3.9,0.0,no,preventive,15.6,6.3,23,22,62.6,skilled,2.7,0.0,no,no,22.0,SUP-174,478.0,4.8,1.1,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9522,99.0661,1041.9,2.56,199.8,128.1,20.8,8.0,437.6,10552.35,10806.78,22.83,0.0,5.71,200,12740.0,2553.71,70.2,75.3655
MFG-LINE-PLT-003-02,PLT-003,WC-036,SHF-PLT-003-20200105-2,2020-01-05,2,434.8,PRD-2020-SKU-07365,electronics_pcb,WO-2020-33421,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,62.886,7.546,55.6,85.65,63.18,75.34,0.12,WC-001,55.36,80.04,WC-001,0.0,712,376,374,2,0,2,57.17,98.63,0.5796,99.7029,376,5.2,18,-47.19,2.87,414.7,374.5,0.9031,0.6107,0.9947,0.5486,15.8,28.8,40.2,239.7,2,idling_minor_stops,average,performance_loss,0.0,0,40.2,20.1,4,108.7,10.0,13.8,no,0.0,12.2,8.4,5.9,13.8,0.0,yes,corrective,24.8,4.4,22,18,67.3,trainee,14.4,0.0,no,no,45.0,SUP-087,2971.0,4.25,0.92,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7029,97.7918,289.9,0.775,57.3,31.9,,8.1,121.8,5921.71,4806.84,11.47,0.0,5.74,150,6030.0,1211.74,56.4,40.2173
MFG-LINE-PLT-010-04,PLT-010,WC-019,SHF-PLT-010-20210307-1,2021-03-07,1,467.5,PRD-2021-SKU-04200,industrial_machinery,WO-2021-71694,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,301.127,36.135,258.91,408.53,305.78,360.75,0.12,WC-005,329.52,99.48,WC-004,287.51,105,93,92,1,0,1,11.94,13.62,0.8767,99.8398,93,1.8,5,-11.43,1.97,467.5,467.5,1.0,0.8762,0.9892,0.8668,28.14,32.47,0.0,13.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,467.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,6.4,7,6,60.7,skilled,9.6,0.0,no,no,40.8,SUP-169,1602.0,4.45,0.98,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8398,99.7367,324.2,3.524,75.5,18.7,,7.7,136.2,1747.87,4317.74,28.32,0.0,7.08,100,0.0,7.08,55.9,94.5584
MFG-LINE-PLT-004-06,PLT-004,WC-019,SHF-PLT-004-20200710-3,2020-07-10,3,457.9,PRD-2020-SKU-04219,industrial_machinery,WO-2020-58224,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,158.087,18.97,144.85,221.68,158.13,189.39,0.12,WC-002,168.66,96.99,WC-003,126.12,242,116,115,1,0,1,22.74,31.97,0.7113,99.4774,116,6.1,19,-52.07,1.51,457.9,346.8,0.7574,0.6277,0.9914,0.4713,14.99,31.8,111.1,68.8,1,reduced_speed,poor,performance_loss,40.7,3,111.1,0.0,5,91.6,22.2,45.9,yes,45.9,51.7,0.0,0.0,0.0,13.5,no,preventive,6.6,7.2,12,10,62.8,semi_skilled,9.6,0.0,no,no,78.2,SUP-089,5226.0,4.06,0.85,0.87,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.4774,97.4948,439.4,3.821,98.9,33.5,,7.5,184.5,2802.47,6442.04,85.95,0.0,21.49,100,11110.0,2243.49,66.1,167.0844
MFG-LINE-PLT-007-02,PLT-007,WC-016,SHF-PLT-007-20220818-1,2022-08-18,1,453.2,PRD-2022-SKU-02892,industrial_machinery,WO-2022-26734,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,258.896,31.068,236.11,743.09,246.25,310.16,0.12,WC-002,258.49,90.77,WC-001,243.36,117,86,85,1,0,1,13.83,15.54,0.89,99.8506,86,1.0,3,-26.5,0.63,418.3,338.1,0.8083,0.9818,0.9884,0.7843,22.78,29.05,80.2,1.6,1,equipment_failure,good,availability_loss,0.0,0,80.2,34.9,5,90.6,16.0,35.6,yes,21.6,6.0,0.0,6.3,10.6,35.6,yes,preventive,32.8,6.5,21,18,83.0,skilled,12.7,0.0,yes,no,49.2,SUP-049,1494.0,4.47,0.99,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8506,97.5505,238.7,2.808,46.3,13.5,,8.1,100.3,8762.75,19550.55,29.74,0.0,7.43,100,8020.0,1611.43,26.8,363.1875
MFG-LINE-PLT-009-02,PLT-009,WC-038,SHF-PLT-009-20240828-2,2024-08-28,2,471.9,PRD-2024-SKU-02817,automotive_body,WO-2024-55294,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,43.857,2.193,37.8,83.16,43.16,47.48,0.05,WC-002,44.88,93.03,WC-001,0.0,857,607,606,1,0,1,82.08,109.09,0.7524,99.9744,607,3.4,10,-29.17,4.06,471.9,443.7,0.9402,0.7524,0.9984,0.7062,23.14,32.77,28.2,199.8,1,idling_minor_stops,good,performance_loss,0.0,0,28.2,0.0,2,236.0,14.1,17.4,no,0.0,0.0,28.2,0.0,0.0,0.0,no,preventive,14.2,6.6,22,19,75.3,semi_skilled,12.6,0.0,no,yes,52.2,SUP-057,256.0,4.97,1.16,1.21,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9744,97.8611,1783.5,2.943,385.5,203.8,35.7,7.6,749.1,5499.11,7026.84,42.21,0.0,10.55,200,5640.0,1138.55,72.0,62.9495
MFG-LINE-PLT-005-06,PLT-005,WC-023,SHF-PLT-005-20230302-2,2023-03-02,2,441.8,PRD-2023-SKU-01568,automotive_body,WO-2023-83221,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,86.44,4.322,81.29,202.02,87.18,93.57,0.05,WC-007,89.59,94.22,WC-006,38.44,353,247,246,1,0,1,41.5,48.0,0.8646,99.9892,247,2.1,7,-30.03,11.14,441.8,375.6,0.8501,0.8221,0.996,0.6961,21.35,30.68,66.2,53.4,1,reduced_speed,average,performance_loss,18.4,1,66.2,0.0,5,88.4,13.2,20.4,no,30.3,0.0,9.6,20.4,5.8,0.0,no,corrective,32.1,5.6,4,3,68.4,multi_skilled,8.2,0.0,no,no,44.7,SUP-001,108.0,5.2,1.23,1.35,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9892,99.4472,495.4,2.014,128.5,71.4,9.9,8.4,208.1,913.9,1448.73,41.73,0.0,10.43,200,13240.0,2658.43,63.1,51.5038
MFG-LINE-PLT-009-01,PLT-009,WC-001,SHF-PLT-009-20220522-3,2022-05-22,3,458.9,PRD-2022-SKU-08395,automotive_body,WO-2022-64350,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,74.101,8.892,69.29,147.58,76.52,88.77,0.12,WC-006,79.96,98.1,WC-009,16.78,438,240,239,1,0,1,48.54,57.32,0.8468,99.9674,240,2.3,9,-45.21,3.47,458.9,382.6,0.8337,0.6565,0.9958,0.5451,17.37,31.87,76.3,125.6,1,idling_minor_stops,average,performance_loss,86.0,2,76.3,0.0,5,91.8,15.3,31.4,yes,54.3,9.8,0.0,0.0,12.2,0.0,no,preventive,28.2,5.5,10,9,92.9,expert,7.6,0.0,no,no,63.4,SUP-144,326.0,4.91,1.14,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9674,99.3581,576.2,2.411,132.0,54.3,11.5,8.1,242.0,3344.65,3832.2,29.38,0.0,7.34,200,15260.0,3059.34,58.2,59.5316
MFG-LINE-PLT-003-02,PLT-003,WC-040,SHF-PLT-003-20240313-1,2024-03-13,1,469.9,PRD-2024-SKU-08599,electronics_pcb,WO-2024-62184,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,46.771,5.613,44.17,129.41,49.2,56.03,0.12,WC-001,39.69,77.15,WC-001,0.0,771,450,449,1,0,1,76.88,98.63,0.7795,99.9002,450,2.5,5,-41.63,4.41,469.9,398.2,0.8474,0.6875,0.9978,0.5813,18.97,32.63,71.7,204.5,1,idling_minor_stops,average,performance_loss,47.0,2,71.7,0.0,5,94.0,14.3,31.1,yes,0.0,9.6,0.0,0.0,8.9,53.1,no,preventive,24.8,6.1,15,13,91.9,semi_skilled,8.2,0.0,no,no,73.9,SUP-037,998.0,4.59,1.03,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9002,99.6006,489.9,1.091,123.7,38.4,,7.3,205.8,2514.93,3822.38,12.8,0.0,3.2,150,10755.0,2154.2,47.6,26.9428
MFG-LINE-PLT-004-02,PLT-004,WC-026,SHF-PLT-004-20200122-2,2020-01-22,2,449.3,PRD-2020-SKU-08289,industrial_machinery,WO-2020-43531,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,245.07,43.745,213.69,434.19,234.37,317.25,0.178,WC-002,295.33,99.9,WC-001,229.07,119,95,94,1,0,1,14.57,16.0,0.9106,99.7858,95,0.4,1,-20.17,0.7,449.3,426.4,0.949,0.8355,0.9895,0.7845,24.48,31.2,22.9,18.7,1,reduced_speed,good,performance_loss,35.1,1,22.9,0.0,3,149.8,7.6,11.5,no,0.0,0.0,0.0,11.5,11.5,0.0,no,preventive,6.1,7.2,21,18,75.8,multi_skilled,13.8,0.0,no,yes,48.3,SUP-191,2142.0,4.36,0.95,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7858,97.2366,280.8,2.987,73.2,32.9,,8.0,117.9,3657.55,6857.37,19.08,0.0,4.77,100,2290.0,462.77,31.1,131.1438
MFG-LINE-PLT-003-03,PLT-003,WC-005,SHF-PLT-003-20220429-1,2022-04-29,1,475.5,PRD-2022-SKU-05949,electronics_pcb,WO-2022-94766,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,9.97,0.498,8.78,12.24,10.04,10.79,0.05,WC-003,10.26,93.57,WC-001,0.0,2970,2156,2155,1,0,1,360.94,375.0,0.9625,99.9664,2156,0.5,1,-27.41,18.13,475.5,408.5,0.8591,0.8445,0.9995,0.7252,23.95,33.02,67.0,397.0,1,reduced_speed,good,performance_loss,50.1,4,67.0,0.0,6,79.2,11.2,25.5,no,0.0,25.5,19.1,5.7,16.7,0.0,no,predictive,16.8,6.8,17,15,72.7,multi_skilled,10.1,1.0,no,no,32.6,SUP-136,336.0,4.9,1.13,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9664,97.5951,2387.7,1.108,561.8,199.3,,7.2,1002.8,7712.91,9655.06,4.07,0.0,1.02,150,10050.0,2011.02,70.3,12.1313
MFG-LINE-PLT-006-01,PLT-006,WC-049,SHF-PLT-006-20200704-3,2020-07-04,3,472.8,PRD-2020-SKU-01027,food_beverage,WO-2020-92273,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,44.656,5.359,40.78,67.97,43.93,53.5,0.12,WC-001,50.15,99.9,WC-002,0.0,1145,418,415,3,1,2,80.51,146.34,0.5502,99.3315,419,2.2,6,-63.49,13.17,472.8,311.5,0.6588,0.5502,0.9928,0.3599,11.82,32.83,161.3,341.7,3,reduced_speed,poor,performance_loss,0.0,0,161.3,0.0,8,59.1,20.2,45.2,yes,100.3,51.4,5.8,3.8,0.0,0.0,no,preventive,33.4,5.1,5,4,82.8,trainee,0.7,0.0,no,no,12.7,SUP-026,6685.0,3.97,0.82,0.88,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.3315,96.9469,179.7,0.433,31.5,25.0,,7.8,75.5,719.2,1609.24,2.82,2.82,1.41,80,12904.0,2585.03,48.9,8.4511
MFG-LINE-PLT-005-06,PLT-005,WC-049,SHF-PLT-005-20200530-2,2020-05-30,2,448.3,PRD-2020-SKU-01769,automotive_body,WO-2020-51046,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,102.837,5.142,94.5,159.8,105.05,111.32,0.05,WC-004,107.3,94.86,WC-001,54.84,358,218,217,1,0,1,34.89,48.0,0.7269,99.9681,218,0.2,0,-39.11,1.53,448.3,405.6,0.9048,0.6718,0.9954,0.605,18.84,31.13,42.7,106.5,1,idling_minor_stops,average,performance_loss,30.7,2,42.7,0.0,2,224.2,21.4,27.2,no,27.2,0.0,15.5,0.0,0.0,0.0,no,preventive,32.1,5.2,22,19,69.2,semi_skilled,10.3,0.0,no,no,74.8,SUP-004,319.0,4.91,1.14,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9681,98.6255,775.3,3.573,168.8,88.1,15.5,7.1,325.6,6941.25,8786.41,37.31,0.0,9.33,200,8540.0,1717.33,44.0,109.9596
MFG-LINE-PLT-003-05,PLT-003,WC-006,SHF-PLT-003-20210214-1,2021-02-14,1,452.4,PRD-2021-SKU-03617,electronics_pcb,WO-2021-17718,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.283,5.074,39.79,99.78,43.6,50.66,0.12,WC-003,43.59,93.72,WC-005,0.0,693,573,572,1,0,1,85.11,92.07,0.9244,99.9275,573,0.4,1,-17.32,7.59,452.4,404.0,0.893,0.9243,0.9983,0.824,25.89,31.41,48.4,46.9,1,setup_adjustment,good,availability_loss,0.0,0,48.4,0.0,4,113.1,12.1,23.2,no,0.0,32.5,0.0,7.0,0.0,8.9,no,preventive,2.5,6.2,11,10,91.3,multi_skilled,7.7,0.0,no,no,64.3,SUP-123,725.0,4.68,1.06,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9275,98.7915,429.0,0.75,82.6,30.1,,8.1,180.2,1520.49,3552.82,8.85,0.0,2.21,150,7260.0,1454.21,72.3,17.7349
MFG-LINE-PLT-003-05,PLT-003,WC-035,SHF-PLT-003-20200603-1,2020-06-03,1,429.1,PRD-2020-SKU-07047,electronics_pcb,WO-2020-26456,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.982,5.158,37.71,121.33,44.58,51.49,0.12,WC-003,44.93,95.03,WC-002,0.0,657,423,422,1,0,1,83.58,92.07,0.9078,99.8838,423,0.3,0,-35.62,3.93,429.1,373.4,0.8702,0.7382,0.9976,0.6408,19.1,29.8,55.7,150.0,1,reduced_speed,average,performance_loss,69.8,3,55.7,0.0,1,429.1,55.7,55.7,yes,55.7,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,7.0,17,15,93.9,skilled,10.2,0.0,no,no,62.7,SUP-033,1162.0,4.55,1.02,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8838,97.5331,336.3,0.797,78.2,32.0,,8.0,141.2,2387.02,3047.76,14.26,0.0,3.56,150,8355.0,1674.56,39.1,27.1724
MFG-LINE-PLT-010-03,PLT-010,WC-013,SHF-PLT-010-20220404-1,2022-04-04,1,435.7,PRD-2022-SKU-03640,industrial_machinery,WO-2022-05549,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.434,4.612,35.95,80.55,39.95,46.04,0.12,WC-001,43.79,99.9,WC-006,0.0,749,627,625,2,0,2,93.55,103.45,0.9043,99.8042,627,0.5,1,-16.29,4.53,435.7,402.1,0.9229,0.9043,0.9968,0.8319,25.17,30.26,33.6,66.4,2,reduced_speed,good,performance_loss,0.0,0,33.6,0.0,2,217.9,16.8,19.2,no,19.2,14.4,0.0,0.0,0.0,0.0,no,preventive,29.1,6.8,21,19,75.6,skilled,9.5,0.1,no,no,52.7,SUP-053,1958.0,4.38,0.96,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8042,97.5476,1849.4,2.959,455.2,204.7,,8.0,776.7,5497.29,9559.7,87.63,0.0,43.81,100,3360.0,715.81,35.6,112.0016
MFG-LINE-PLT-009-02,PLT-009,WC-041,SHF-PLT-009-20241003-2,2024-10-03,2,433.4,PRD-2024-SKU-04948,automotive_body,WO-2024-04250,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.031,1.902,33.16,76.48,37.97,41.17,0.05,WC-001,38.35,91.68,WC-003,0.0,787,505,504,1,0,1,94.56,109.09,0.8668,99.9782,505,1.9,5,-35.83,4.1,433.4,320.4,0.7393,0.8668,0.998,0.6396,19.25,30.1,113.0,77.6,1,equipment_failure,average,availability_loss,0.0,0,113.0,0.0,4,108.4,28.3,60.0,yes,107.4,0.0,0.0,5.6,0.0,0.0,no,corrective,14.2,8.1,18,17,71.5,skilled,3.3,1.7,no,no,70.6,SUP-146,218.0,5.02,1.17,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9782,98.7608,1460.1,2.897,280.6,101.0,29.2,7.7,613.2,5121.78,4914.92,54.54,0.0,13.63,200,22600.0,4533.63,48.2,74.5623
MFG-LINE-PLT-005-05,PLT-005,WC-024,SHF-PLT-005-20210413-2,2021-04-13,2,477.8,PRD-2021-SKU-07243,automotive_body,WO-2021-18513,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,66.541,1.996,60.69,87.94,67.05,69.83,0.03,WC-003,66.0,90.16,WC-001,7.52,469,392,391,1,0,1,54.04,59.02,0.9156,99.99,392,0.4,0,-16.42,4.09,477.8,458.7,0.96,0.8689,0.9974,0.832,27.6,33.18,19.1,59.1,1,reduced_speed,good,performance_loss,23.5,1,19.1,0.0,2,238.9,9.6,10.7,no,0.0,0.0,0.0,8.4,10.7,0.0,no,corrective,23.7,6.1,13,12,88.8,expert,4.1,0.0,no,no,58.5,SUP-174,98.0,5.22,1.24,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.7325,999.8,2.557,166.1,103.1,20.0,8.0,419.9,3659.1,6992.88,35.45,0.0,8.86,200,3820.0,772.86,30.7,62.7836
MFG-LINE-PLT-004-04,PLT-004,WC-033,SHF-PLT-004-20240715-3,2024-07-15,3,451.5,PRD-2024-SKU-01312,industrial_machinery,WO-2024-56678,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,342.487,61.134,322.17,939.54,303.07,443.36,0.178,WC-002,374.71,99.46,WC-001,330.06,92,65,64,1,0,1,10.48,12.43,0.8431,99.4018,65,1.4,4,-29.35,0.77,451.5,372.0,0.8239,0.8437,0.9846,0.6844,21.46,31.35,79.5,12.0,1,setup_adjustment,average,availability_loss,0.0,0,79.5,0.0,4,112.9,19.9,42.7,yes,42.7,0.0,0.0,20.1,0.0,16.7,no,corrective,24.6,5.2,12,11,60.5,multi_skilled,0.8,1.5,no,no,55.5,SUP-128,5982.0,4.01,0.84,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.4018,98.8164,119.8,1.872,30.3,14.2,,8.8,50.3,4242.47,8714.0,48.19,0.0,12.05,100,7950.0,1602.05,60.8,251.3878
MFG-LINE-PLT-004-04,PLT-004,WC-020,SHF-PLT-004-20240405-1,2024-04-05,1,429.1,PRD-2024-SKU-05345,industrial_machinery,WO-2024-69130,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,335.067,63.328,295.8,685.45,341.6,439.56,0.189,WC-001,336.1,91.19,WC-002,322.64,88,72,71,1,0,1,10.74,12.43,0.864,99.7669,72,0.5,1,-18.18,0.47,429.1,402.3,0.9375,0.8641,0.9861,0.7989,23.81,29.8,26.8,11.3,1,reduced_speed,good,performance_loss,0.0,0,26.8,0.0,2,214.5,13.4,20.1,no,20.1,0.0,6.6,0.0,0.0,0.0,no,predictive,24.6,5.3,22,21,86.4,skilled,4.1,0.0,no,no,73.7,SUP-141,2331.0,4.33,0.94,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7669,97.4188,209.0,2.943,40.6,16.3,,8.0,87.8,7101.26,7942.7,63.51,0.0,15.88,100,2680.0,551.88,63.0,276.2913
MFG-LINE-PLT-010-01,PLT-010,WC-037,SHF-PLT-010-20240107-2,2024-01-07,2,437.1,PRD-2024-SKU-04148,industrial_machinery,WO-2024-22064,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,333.285,26.663,290.08,635.07,335.57,377.28,0.08,WC-003,325.48,88.78,WC-001,320.42,93,56,55,1,0,1,10.8,12.87,0.8392,99.9294,56,1.6,5,-39.78,0.36,437.1,344.4,0.7879,0.7581,0.9821,0.5866,17.8,30.35,92.7,17.9,1,idling_minor_stops,average,performance_loss,33.2,1,92.7,0.0,4,109.3,23.2,43.3,yes,43.3,30.9,11.3,7.2,0.0,0.0,no,preventive,19.7,6.7,24,21,68.4,skilled,11.6,0.0,no,no,41.3,SUP-032,706.0,4.69,1.06,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9294,99.1967,165.3,3.005,29.7,13.8,,8.0,69.4,8817.08,14379.83,40.05,0.0,10.01,100,9270.0,1864.01,26.7,462.5402
MFG-LINE-PLT-004-05,PLT-004,WC-022,SHF-PLT-004-20230715-1,2023-07-15,1,471.8,PRD-2023-SKU-09225,industrial_machinery,WO-2023-06875,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,190.274,9.514,180.57,252.46,190.85,205.97,0.05,WC-001,202.34,96.67,WC-002,166.48,186,130,129,1,0,1,18.82,23.79,0.7911,99.8197,130,0.0,0,-30.11,2.34,471.8,414.4,0.8783,0.7911,0.9923,0.6895,22.59,32.76,57.4,34.3,1,reduced_speed,average,performance_loss,0.0,0,57.4,0.0,5,94.4,11.5,18.8,no,0.0,6.0,43.6,7.7,0.0,0.0,no,corrective,3.8,6.3,8,7,60.0,semi_skilled,0.0,0.0,no,no,60.6,SUP-015,1803.0,4.41,0.97,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8197,99.2818,384.7,2.982,95.1,41.6,,8.0,161.6,1321.91,2952.59,43.27,0.0,10.82,100,5740.0,1158.82,36.4,76.7411
MFG-LINE-PLT-003-04,PLT-003,WC-012,SHF-PLT-003-20200418-1,2020-04-18,1,424.1,PRD-2020-SKU-07979,electronics_pcb,WO-2020-84045,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,31.313,1.566,26.66,87.73,31.16,33.9,0.05,WC-008,32.76,95.12,WC-004,0.0,938,691,690,1,0,1,114.82,132.84,0.8643,99.968,691,1.2,3,-26.33,24.41,424.1,401.7,0.9472,0.777,0.9986,0.7349,21.64,29.45,22.4,198.3,1,idling_minor_stops,good,performance_loss,40.6,2,22.4,0.0,2,212.0,11.2,11.6,no,0.0,11.6,10.8,0.0,0.0,0.0,no,preventive,11.0,5.7,5,4,71.7,skilled,8.8,1.7,no,no,34.9,SUP-028,320.0,4.91,1.14,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.968,97.1966,504.4,0.731,142.7,58.0,,8.2,211.8,1453.64,2064.9,25.16,0.0,6.29,150,3360.0,678.29,56.5,30.2958
MFG-LINE-PLT-004-02,PLT-004,WC-026,SHF-PLT-004-20211009-1,2021-10-09,1,472.1,PRD-2021-SKU-08446,industrial_machinery,WO-2021-07066,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,230.798,40.39,204.93,301.31,241.49,297.44,0.175,WC-001,227.08,89.44,WC-002,214.8,125,88,87,1,0,1,15.43,16.0,0.9644,99.7632,88,0.4,1,-29.6,1.23,472.1,472.1,1.0,0.699,0.9886,0.691,22.66,32.79,0.0,37.9,1,reduced_speed,average,performance_loss,130.0,3,0.0,0.0,0,472.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.7,11,9,64.7,expert,10.3,0.0,no,no,43.6,SUP-020,2368.0,4.32,0.94,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7632,97.8182,253.1,2.909,42.1,25.7,,8.1,106.3,4435.81,5209.0,29.62,0.0,7.41,100,0.0,7.41,33.4,140.8203
MFG-LINE-PLT-008-01,PLT-008,WC-045,SHF-PLT-008-20220214-1,2022-02-14,1,431.1,PRD-2022-SKU-07935,medical_devices,WO-2022-09837,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,142.909,17.149,134.35,356.82,144.26,171.2,0.12,WC-001,152.46,96.99,WC-003,111.3,227,163,162,1,0,1,25.16,31.61,0.796,99.9677,163,0.7,2,-28.19,1.25,409.9,367.5,0.8966,0.842,0.9939,0.7502,21.36,28.47,42.4,30.6,1,idling_minor_stops,good,performance_loss,0.0,0,42.4,21.2,3,143.7,14.1,25.5,no,0.0,25.5,11.2,0.0,5.7,0.0,yes,corrective,7.3,6.7,19,18,83.8,semi_skilled,0.1,1.4,no,no,70.2,SUP-098,323.0,4.91,1.14,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9677,99.4357,236.4,1.459,62.4,33.2,,7.6,99.3,6566.67,9687.28,13.28,0.0,3.32,250,10600.0,2123.32,43.0,113.695
MFG-LINE-PLT-007-02,PLT-007,WC-006,SHF-PLT-007-20230718-1,2023-07-18,1,435.9,PRD-2023-SKU-05228,industrial_machinery,WO-2023-38928,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,272.942,32.753,252.38,507.11,280.31,326.98,0.12,WC-002,276.88,92.22,WC-001,257.4,112,72,71,1,0,1,13.12,15.54,0.8443,99.8496,72,0.1,0,-35.71,1.63,435.9,329.4,0.7557,0.8437,0.9861,0.6287,19.03,30.27,106.5,13.3,1,equipment_failure,average,availability_loss,0.0,0,106.5,0.0,6,72.6,17.8,38.8,yes,26.9,8.5,23.3,0.0,9.0,38.8,no,preventive,32.8,4.5,7,6,68.6,skilled,10.7,0.0,no,no,13.8,SUP-176,1504.0,4.47,0.99,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8496,97.0298,208.8,2.941,39.4,18.6,,8.0,87.7,2635.82,5497.82,11.42,0.0,2.85,100,10650.0,2132.85,66.0,126.1392
MFG-LINE-PLT-003-05,PLT-003,WC-039,SHF-PLT-003-20210526-1,2021-05-26,1,436.6,PRD-2021-SKU-02091,electronics_pcb,WO-2021-57217,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.239,4.829,37.94,110.09,38.42,48.21,0.12,WC-002,41.0,92.62,WC-004,0.0,669,591,590,1,0,1,89.43,92.07,0.9713,99.9367,591,0.0,0,-11.66,16.22,436.6,408.2,0.9349,0.9436,0.9983,0.8807,26.7,30.32,28.4,35.3,1,equipment_failure,world_class,availability_loss,11.6,1,28.4,0.0,2,218.3,14.2,20.3,no,0.0,0.0,20.3,8.1,0.0,0.0,no,corrective,2.5,8.0,6,5,74.9,multi_skilled,10.6,0.0,no,no,10.4,SUP-118,633.0,4.72,1.07,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9367,99.6092,545.2,0.924,117.8,42.5,,7.7,229.0,778.19,1432.78,14.57,0.0,3.64,150,4260.0,855.64,55.6,18.3421
MFG-LINE-PLT-004-01,PLT-004,WC-002,SHF-PLT-004-20221209-3,2022-12-09,3,464.4,PRD-2022-SKU-04863,industrial_machinery,WO-2022-18538,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.91,12.146,223.82,632.78,244.89,262.95,0.05,WC-002,252.66,94.56,WC-006,225.72,132,94,93,1,0,1,14.75,17.19,0.8581,99.9244,94,0.7,1,-28.79,1.34,464.4,382.5,0.8236,0.8577,0.9894,0.6989,22.54,32.25,81.9,15.6,1,setup_adjustment,average,availability_loss,0.0,0,81.9,0.0,6,77.4,13.7,36.0,yes,36.0,0.0,38.1,0.0,7.8,0.0,no,corrective,28.6,5.7,10,9,83.9,expert,6.6,0.0,no,no,73.8,SUP-018,756.0,4.67,1.06,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9244,97.3208,291.5,3.134,69.8,17.2,,7.9,122.4,2948.24,5594.4,50.99,0.0,12.75,100,8190.0,1650.75,56.1,143.3946
MFG-LINE-PLT-009-02,PLT-009,WC-045,SHF-PLT-009-20241016-1,2024-10-16,1,421.1,PRD-2024-SKU-06724,automotive_body,WO-2024-95653,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,36.494,1.825,31.05,74.93,36.29,39.51,0.05,WC-001,37.47,93.33,WC-002,0.0,765,604,603,1,0,1,98.58,109.09,0.9037,99.9789,604,0.3,0,-21.05,42.96,421.1,378.2,0.8981,0.8784,0.9983,0.7876,23.03,29.24,42.9,83.6,1,idling_minor_stops,good,performance_loss,10.6,1,42.9,0.0,3,140.4,14.3,25.1,no,39.7,0.0,0.0,0.0,3.2,0.0,no,emergency,14.2,7.2,3,2,62.1,skilled,3.5,0.0,no,yes,65.4,SUP-033,211.0,5.03,1.18,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9789,97.5484,1394.7,2.313,332.6,94.6,27.9,8.1,585.8,686.79,1668.23,47.23,0.0,11.81,200,8580.0,1727.81,40.0,51.2138
MFG-LINE-PLT-004-03,PLT-004,WC-035,SHF-PLT-004-20200521-2,2020-05-21,2,449.0,PRD-2020-SKU-09191,industrial_machinery,WO-2020-13125,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,160.775,8.039,139.82,475.17,154.85,174.04,0.05,WC-004,162.46,91.86,WC-005,133.69,202,105,104,1,0,1,22.38,27.09,0.8261,99.9381,105,1.6,5,-48.02,0.87,449.0,322.8,0.7189,0.7206,0.9905,0.5131,16.0,31.18,126.2,40.7,1,setup_adjustment,average,availability_loss,41.3,1,126.2,0.0,10,44.9,12.6,26.0,no,20.9,38.7,41.7,24.9,0.0,0.0,no,corrective,22.2,4.5,17,16,82.5,skilled,4.9,0.0,no,no,80.1,SUP-099,619.0,4.73,1.08,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9381,98.1908,284.8,2.738,66.6,20.1,,8.2,119.6,6342.39,7721.24,56.99,0.0,14.25,100,12620.0,2538.25,33.6,192.7652
MFG-LINE-PLT-010-02,PLT-010,WC-014,SHF-PLT-010-20220411-3,2022-04-11,3,443.3,PRD-2022-SKU-03214,industrial_machinery,WO-2022-73453,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,364.105,68.816,345.08,681.02,358.66,477.65,0.189,WC-002,367.9,91.86,WC-004,351.73,91,62,61,1,0,1,9.75,12.38,0.7876,99.6439,62,2.0,4,-31.87,0.41,443.3,423.6,0.9556,0.7097,0.9839,0.6672,20.54,30.78,19.7,25.4,1,idling_minor_stops,average,performance_loss,42.0,1,19.7,0.0,1,443.3,19.7,19.7,no,0.0,19.7,0.0,0.0,0.0,0.0,no,corrective,32.7,6.2,21,20,63.7,skilled,4.0,0.0,no,no,61.8,SUP-153,3561.0,4.19,0.9,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,yes,99.6439,98.603,121.6,1.993,23.9,9.7,,8.7,51.1,3140.74,6248.75,109.61,0.0,27.4,100,1970.0,421.4,63.3,265.333
MFG-LINE-PLT-004-05,PLT-004,WC-036,SHF-PLT-004-20200407-1,2020-04-07,1,463.3,PRD-2020-SKU-05792,industrial_machinery,WO-2020-18929,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,191.666,9.583,178.47,521.27,188.93,207.48,0.05,WC-008,200.71,95.2,WC-003,167.88,183,107,106,1,0,1,18.7,23.79,0.786,99.9273,107,0.4,0,-41.53,2.29,463.3,382.9,0.8265,0.7046,0.9907,0.5769,18.56,32.18,80.4,44.9,1,reduced_speed,average,performance_loss,39.5,2,80.4,0.0,5,92.7,16.1,26.3,no,0.0,46.6,16.9,8.3,0.0,8.6,no,predictive,3.8,6.1,7,6,85.6,semi_skilled,5.7,0.8,no,no,41.5,SUP-063,727.0,4.68,1.06,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9273,99.0896,468.8,4.423,101.0,56.5,,7.1,196.9,2123.06,1792.07,51.72,0.0,12.93,100,8040.0,1620.93,68.4,89.1431
MFG-LINE-PLT-003-05,PLT-003,WC-010,SHF-PLT-003-20230921-1,2023-09-21,1,439.4,PRD-2023-SKU-03355,electronics_pcb,WO-2023-45871,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.104,5.172,39.92,92.03,41.68,51.64,0.12,WC-002,49.83,99.9,WC-003,0.0,673,493,492,1,0,1,83.39,92.07,0.9057,99.9014,493,0.3,0,-26.75,3.2,439.4,439.4,1.0,0.7311,0.998,0.7296,22.26,30.52,0.0,181.3,1,reduced_speed,good,performance_loss,84.7,2,0.0,0.0,0,439.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,7.4,23,21,67.7,skilled,6.8,0.0,no,no,42.7,SUP-129,986.0,4.59,1.03,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9014,97.8287,603.2,1.226,139.8,44.4,,6.9,253.3,5867.19,6467.8,5.19,0.0,1.3,150,0.0,1.3,48.6,30.2717
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20231130-1,2023-11-30,1,468.5,PRD-2023-SKU-01812,industrial_machinery,WO-2023-37315,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,43.492,5.219,38.86,128.32,42.41,52.1,0.12,WC-008,48.91,99.9,WC-001,0.0,806,572,571,1,0,1,82.75,103.45,0.7999,99.8426,572,1.7,5,-29.03,4.3,437.9,384.1,0.8772,0.8636,0.9983,0.7562,23.0,30.41,53.8,90.3,1,reduced_speed,good,performance_loss,0.0,0,53.8,30.6,4,117.1,13.4,16.6,no,0.0,14.6,15.0,0.0,7.6,16.6,yes,emergency,29.1,6.5,20,17,90.5,semi_skilled,10.5,0.0,no,no,29.2,SUP-043,1574.0,4.45,0.98,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8426,97.8187,1750.7,3.066,369.3,115.2,,8.0,735.3,4569.64,10803.09,105.74,0.0,26.43,100,5380.0,1102.43,73.0,132.8477
MFG-LINE-PLT-004-02,PLT-004,WC-027,SHF-PLT-004-20240416-2,2024-04-16,2,471.1,PRD-2024-SKU-02738,industrial_machinery,WO-2024-81511,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,306.898,65.523,276.86,683.74,297.28,415.01,0.213,WC-002,331.8,98.29,WC-001,290.9,125,83,82,1,0,1,11.68,16.0,0.73,99.5501,83,0.2,0,-33.6,0.95,471.1,426.3,0.9049,0.7302,0.988,0.6528,21.35,32.71,44.8,30.7,1,idling_minor_stops,average,performance_loss,0.0,0,44.8,0.0,3,157.0,14.9,25.6,no,0.0,0.0,0.0,14.4,4.8,25.6,no,corrective,6.1,6.1,12,11,81.7,semi_skilled,5.7,0.0,no,no,13.3,SUP-020,4499.0,4.11,0.87,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5501,96.8846,259.9,3.17,65.8,37.5,,7.9,109.2,4957.26,12167.17,32.43,0.0,8.11,100,4480.0,904.11,41.5,241.66
MFG-LINE-PLT-006-02,PLT-006,WC-022,SHF-PLT-006-20220131-1,2022-01-31,1,461.1,PRD-2022-SKU-08719,food_beverage,WO-2022-48009,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.518,0.902,6.9,17.56,7.55,9.01,0.12,WC-019,8.31,99.9,WC-004,0.0,4186,1336,1334,2,0,2,478.73,545.45,0.8777,99.8849,1336,0.8,2,-68.08,11.57,461.1,243.0,0.527,0.6048,0.9985,0.3183,10.19,32.02,218.1,873.0,2,equipment_failure,poor,availability_loss,75.5,2,218.1,0.0,9,51.2,24.2,89.6,yes,145.8,14.4,23.9,5.6,5.3,23.3,no,corrective,15.5,5.8,16,15,62.4,skilled,4.9,0.0,no,no,52.2,SUP-103,1151.0,4.55,1.02,1.13,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.8849,98.2095,548.3,0.411,104.1,60.5,,7.9,230.3,5012.95,8687.39,10.0,0.0,5.0,80,17448.0,3494.6,30.3,20.2851
MFG-LINE-PLT-009-02,PLT-009,WC-036,SHF-PLT-009-20230603-1,2023-06-03,1,473.7,PRD-2023-SKU-08503,automotive_body,WO-2023-30102,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,33.503,1.675,30.41,97.88,33.89,36.27,0.05,WC-001,33.74,91.54,WC-003,0.0,861,592,591,1,0,1,107.38,109.09,0.9843,99.9878,592,0.0,0,-31.24,14.97,473.7,465.5,0.9827,0.6994,0.9983,0.6862,22.57,32.9,8.2,254.4,1,idling_minor_stops,average,performance_loss,134.7,3,8.2,0.0,1,473.7,8.2,8.2,no,0.0,0.0,0.0,8.2,0.0,0.0,no,predictive,14.2,8.7,6,5,78.9,expert,3.9,0.0,no,no,29.8,SUP-057,122.0,5.17,1.22,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9878,99.828,1466.9,2.482,289.1,96.0,29.3,8.0,616.1,1137.85,2356.52,34.55,0.0,8.64,200,1640.0,336.64,58.0,40.5211
MFG-LINE-PLT-010-01,PLT-010,WC-022,SHF-PLT-010-20240517-3,2024-05-17,3,470.9,PRD-2024-SKU-08530,industrial_machinery,WO-2024-57088,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,510.055,40.804,454.6,1404.45,523.85,577.38,0.08,WC-004,506.06,90.2,WC-001,497.19,97,21,20,1,0,1,6.9,12.87,0.5361,96.0831,21,1.1,4,-78.35,0.25,470.9,230.7,0.4899,0.4243,0.9524,0.198,6.47,32.7,240.2,28.5,1,reduced_speed,poor,performance_loss,48.1,4,240.2,0.0,5,94.2,48.0,180.0,yes,180.0,53.4,0.0,0.0,6.8,0.0,no,predictive,19.7,5.8,12,10,84.1,trainee,16.1,0.0,no,no,56.4,SUP-037,39169.0,3.26,0.59,0.68,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,96.0831,95.5586,36.0,1.799,8.1,4.8,,8.8,15.1,3593.45,7665.63,69.55,0.0,17.39,100,24020.0,4821.39,68.6,635.9815
MFG-LINE-PLT-003-02,PLT-003,WC-031,SHF-PLT-003-20220726-3,2022-07-26,3,438.3,PRD-2022-SKU-01835,electronics_pcb,WO-2022-92103,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.807,5.497,39.83,136.48,46.92,54.88,0.12,WC-001,50.01,99.25,WC-001,0.0,719,526,525,1,0,1,78.51,98.63,0.796,99.9146,526,1.3,3,-26.84,5.13,438.3,414.4,0.9455,0.7721,0.9981,0.7286,22.18,30.44,23.9,155.3,1,reduced_speed,good,performance_loss,12.4,1,23.9,0.0,3,146.1,8.0,8.2,no,0.0,8.2,7.8,7.9,0.0,0.0,no,corrective,24.8,4.9,19,14,94.2,skilled,24.0,0.0,no,no,83.2,SUP-198,854.0,4.64,1.05,1.2,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9146,98.6716,645.8,1.23,121.7,85.3,,6.9,271.2,5972.03,12560.59,10.5,0.0,2.62,150,3585.0,719.62,50.3,45.8202
MFG-LINE-PLT-004-07,PLT-004,WC-029,SHF-PLT-004-20201207-2,2020-12-07,2,426.1,PRD-2020-SKU-05761,industrial_machinery,WO-2020-26202,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,271.172,13.559,245.71,341.47,268.93,293.54,0.05,WC-001,277.75,93.12,WC-002,253.12,128,72,71,1,0,1,13.22,18.05,0.7324,99.8537,72,0.1,0,-43.75,1.67,426.1,326.7,0.7667,0.7324,0.9861,0.5537,16.38,29.59,99.4,26.3,1,reduced_speed,average,performance_loss,0.0,0,99.4,0.0,4,106.5,24.8,35.0,yes,63.6,0.0,0.0,0.0,0.0,35.8,no,corrective,22.9,5.9,7,6,91.1,semi_skilled,1.4,0.0,no,no,68.7,SUP-115,1463.0,4.48,0.99,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8537,97.8594,244.3,3.441,55.3,34.9,,7.7,102.6,1398.16,2970.07,59.24,0.0,14.81,100,9940.0,2002.81,38.6,121.5987
MFG-LINE-PLT-007-01,PLT-007,WC-032,SHF-PLT-007-20210922-1,2021-09-22,1,431.4,PRD-2021-SKU-01851,industrial_machinery,WO-2021-43889,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.264,5.798,179.95,278.16,193.28,202.83,0.03,WC-007,200.52,94.32,WC-001,172.1,152,122,121,1,0,1,18.62,21.16,0.88,99.9702,122,1.1,3,-19.74,1.05,431.4,407.5,0.9446,0.8488,0.9918,0.7952,23.82,29.96,23.9,21.7,1,reduced_speed,good,performance_loss,14.3,1,23.9,0.0,1,431.4,23.9,23.9,no,23.9,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,6.4,19,16,60.2,skilled,12.7,0.0,no,no,45.4,SUP-155,298.0,4.93,1.14,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9702,99.3284,400.4,3.309,74.5,40.1,,7.8,168.2,4378.68,9553.72,63.64,0.0,15.91,100,2390.0,493.91,33.1,179.3098
MFG-LINE-PLT-010-03,PLT-010,WC-039,SHF-PLT-010-20210303-2,2021-03-03,2,448.1,PRD-2021-SKU-09230,industrial_machinery,WO-2021-42439,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,59.974,7.197,52.88,178.57,60.95,71.85,0.12,WC-006,64.43,97.66,WC-010,0.0,767,434,431,3,1,2,59.91,103.45,0.5791,99.37,435,1.6,5,-43.42,2.75,448.1,434.7,0.9701,0.5791,0.9931,0.5579,17.36,31.11,13.4,315.4,3,idling_minor_stops,average,performance_loss,0.0,0,13.4,0.0,1,448.1,13.4,13.4,no,0.0,13.4,0.0,0.0,0.0,0.0,no,preventive,29.1,6.4,22,21,90.1,trainee,0.9,0.0,no,no,17.0,SUP-023,6300.0,3.99,0.83,0.83,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.37,96.8535,1233.5,2.862,329.6,75.1,,8.1,518.1,5557.82,5344.98,55.4,55.4,27.7,100,1340.0,351.1,41.9,81.0821
MFG-LINE-PLT-001-01,PLT-001,WC-022,SHF-PLT-001-20230514-1,2023-05-14,1,466.6,PRD-2023-SKU-06836,pharmaceutical,WO-2023-62249,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.236,0.697,21.67,36.91,23.47,24.39,0.03,WC-010,23.71,92.75,WC-002,0.0,1372,1088,1087,1,0,1,154.8,176.47,0.8772,99.99,1088,2.9,6,-20.7,139.78,466.6,421.7,0.9038,0.8772,0.9991,0.7921,25.67,32.4,44.9,152.3,1,idling_minor_stops,good,performance_loss,0.0,0,44.9,0.0,3,155.5,15.0,19.0,no,32.2,12.7,0.0,0.0,0.0,0.0,no,corrective,26.8,4.6,1,1,65.4,skilled,7.0,0.0,no,no,59.7,SUP-036,47.0,5.41,1.3,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.6496,2087.0,1.92,374.4,264.5,,7.4,876.5,189.2,409.25,19.13,0.0,4.78,300,13470.0,2698.78,33.7,19.6982
MFG-LINE-PLT-007-01,PLT-007,WC-001,SHF-PLT-007-20240914-1,2024-09-14,1,430.7,PRD-2024-SKU-06004,industrial_machinery,WO-2024-71923,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,197.69,5.931,183.82,422.57,199.43,207.48,0.03,WC-001,205.07,94.3,WC-006,176.53,151,70,69,1,0,1,18.2,21.16,0.8601,99.9631,70,1.9,5,-53.64,1.37,430.7,318.5,0.7395,0.6231,0.9857,0.4542,13.59,29.91,112.2,42.3,1,idling_minor_stops,poor,performance_loss,87.8,4,112.2,0.0,2,215.4,56.1,93.7,yes,112.2,0.0,0.0,0.0,0.0,0.0,no,preventive,27.1,5.5,8,7,64.6,skilled,0.1,0.0,no,yes,71.4,SUP-135,369.0,4.88,1.13,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9631,98.8746,169.9,2.462,45.0,10.2,,8.4,71.4,2474.15,4624.49,61.74,0.0,15.44,100,11220.0,2259.44,63.2,165.5136
MFG-LINE-PLT-009-01,PLT-009,WC-005,SHF-PLT-009-20211201-2,2021-12-01,2,466.9,PRD-2021-SKU-05595,automotive_body,WO-2021-79215,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,73.973,8.877,70.07,112.59,77.12,88.62,0.12,WC-005,82.89,99.9,WC-001,16.65,445,238,237,1,0,1,48.51,57.32,0.8463,99.9668,238,0.5,1,-46.52,2.54,466.9,365.3,0.7824,0.6819,0.9958,0.5313,17.23,32.42,101.6,111.0,1,idling_minor_stops,average,performance_loss,71.0,2,101.6,0.0,6,77.8,16.9,30.5,yes,16.2,69.0,16.4,0.0,0.0,0.0,no,preventive,28.2,5.7,14,12,69.3,skilled,12.9,0.0,no,no,32.5,SUP-119,332.0,4.9,1.13,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9668,99.3826,777.1,3.279,168.7,41.5,15.5,7.4,326.4,2435.19,3289.21,22.0,0.0,5.5,200,20320.0,4069.5,71.2,46.2464
MFG-LINE-PLT-003-05,PLT-003,WC-024,SHF-PLT-003-20220105-1,2022-01-05,1,469.8,PRD-2022-SKU-05904,electronics_pcb,WO-2022-20506,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,44.253,5.31,41.89,94.52,45.87,53.01,0.12,WC-001,47.72,98.02,WC-004,0.0,720,558,557,1,0,1,81.33,92.07,0.8833,99.9012,558,5.5,19,-22.5,4.45,469.8,411.6,0.8761,0.8834,0.9982,0.7726,25.21,32.63,58.2,73.7,1,setup_adjustment,good,availability_loss,0.0,0,58.2,0.0,4,117.5,14.5,17.3,no,0.0,16.1,32.9,0.0,9.2,0.0,no,corrective,2.5,5.4,17,16,62.3,skilled,1.9,0.0,no,no,39.2,SUP-134,988.0,4.59,1.03,1.18,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9012,98.7037,518.6,0.931,109.4,43.6,,7.7,217.8,7420.37,10862.51,9.69,0.0,2.42,150,8730.0,1748.42,43.6,42.5312
MFG-LINE-PLT-003-02,PLT-003,WC-015,SHF-PLT-003-20230926-1,2023-09-26,1,438.4,PRD-2023-SKU-02278,electronics_pcb,WO-2023-22410,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.206,4.585,36.15,84.48,39.91,45.77,0.12,WC-001,36.66,87.22,WC-001,0.0,717,483,480,3,0,3,94.07,98.63,0.9538,99.5642,483,0.7,1,-32.64,4.69,438.4,357.3,0.815,0.8224,0.9938,0.6661,20.28,30.44,81.1,104.3,3,setup_adjustment,average,availability_loss,49.2,2,81.1,0.0,3,146.1,27.0,34.0,yes,29.7,34.0,17.4,0.0,0.0,0.0,no,corrective,24.8,5.6,16,14,69.2,expert,7.4,0.7,no,yes,72.4,SUP-195,4358.0,4.12,0.87,0.99,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.5642,97.0752,258.7,0.539,68.3,30.6,,8.7,108.7,3288.54,3860.52,14.33,0.0,10.75,150,12165.0,2443.75,74.8,29.3134
MFG-LINE-PLT-002-03,PLT-002,WC-046,SHF-PLT-002-20230617-3,2023-06-17,3,438.9,PRD-2023-SKU-03214,electronics_pcb,WO-2023-56393,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,61.055,3.053,57.65,93.46,61.51,66.09,0.05,WC-005,63.56,94.63,WC-004,0.0,602,422,421,1,0,1,58.85,82.38,0.7144,99.9049,422,0.7,2,-29.9,3.84,438.9,430.3,0.9804,0.7143,0.9976,0.6987,21.29,30.48,8.6,168.8,1,reduced_speed,average,performance_loss,0.0,0,8.6,0.0,1,438.9,8.6,8.6,no,0.0,0.0,8.6,0.0,0.0,0.0,no,preventive,13.3,6.5,19,15,88.3,semi_skilled,20.5,0.0,no,no,55.3,SUP-080,951.0,4.61,1.04,1.07,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9049,97.6923,487.5,1.158,114.2,65.0,,7.1,204.8,2491.85,3707.69,12.79,0.0,3.2,150,1290.0,261.2,41.2,27.5461
MFG-LINE-PLT-004-06,PLT-004,WC-043,SHF-PLT-004-20240814-1,2024-08-14,1,457.2,PRD-2024-SKU-04565,industrial_machinery,WO-2024-74622,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.728,15.447,119.03,351.47,119.1,154.22,0.12,WC-003,146.21,99.9,WC-002,96.76,243,89,88,1,0,1,27.84,31.97,0.8708,99.9098,89,0.5,1,-63.37,0.96,457.2,238.3,0.5213,0.7008,0.9888,0.3612,11.47,31.75,218.9,38.0,1,equipment_failure,poor,availability_loss,46.6,4,218.9,0.0,4,114.3,54.7,141.8,yes,173.2,6.2,0.0,0.0,0.0,39.5,no,emergency,6.6,6.4,13,12,68.0,skilled,2.7,0.0,no,no,60.7,SUP-138,902.0,4.62,1.04,1.19,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9098,98.1907,353.4,4.016,86.2,32.3,,7.3,148.4,2951.14,6546.96,44.45,0.0,11.11,100,21890.0,4389.11,55.6,152.8881
MFG-LINE-PLT-001-02,PLT-001,WC-010,SHF-PLT-001-20221105-2,2022-11-05,2,462.9,PRD-2022-SKU-02622,pharmaceutical,WO-2022-12750,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,60.655,11.464,55.15,120.91,63.04,79.57,0.189,WC-004,60.52,90.71,WC-005,0.0,546,427,426,1,0,1,59.22,70.87,0.8356,99.9656,427,1.7,4,-21.79,2.76,462.9,432.6,0.9345,0.8357,0.9977,0.7791,25.05,32.15,30.3,84.0,1,idling_minor_stops,good,performance_loss,0.0,0,30.3,0.0,2,231.5,15.2,26.1,no,0.0,26.1,0.0,4.2,0.0,0.0,no,preventive,22.7,6.4,21,20,76.9,skilled,0.7,0.0,no,no,51.1,SUP-001,344.0,4.89,1.13,1.22,contamination,labelling,100pct_manual,yes,no,no,no,99.9656,98.3213,609.2,1.43,112.5,38.0,,8.1,255.9,9216.68,11182.29,24.55,0.0,6.14,300,9090.0,1824.14,40.9,72.4925
MFG-LINE-PLT-008-02,PLT-008,WC-049,SHF-PLT-008-20230714-2,2023-07-14,2,467.6,PRD-2023-SKU-08798,medical_devices,WO-2023-80120,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,51.297,4.104,47.15,81.82,50.31,58.07,0.08,WC-001,53.71,95.19,WC-006,0.0,724,479,478,1,0,1,70.12,93.02,0.7538,99.9783,479,0.1,0,-33.84,5.11,467.6,409.9,0.8766,0.7538,0.9979,0.6594,21.41,32.47,57.7,156.4,1,idling_minor_stops,average,performance_loss,0.0,0,57.7,0.0,3,155.9,19.2,20.6,no,0.0,37.1,0.0,0.0,0.0,20.6,no,predictive,8.4,7.3,13,12,63.4,semi_skilled,7.4,0.0,no,no,83.6,SUP-113,217.0,5.02,1.17,1.18,contamination,functional_failure,automated_vision,yes,no,no,no,99.9783,98.0506,946.4,1.98,194.1,60.4,,6.7,397.5,4740.62,7357.36,8.55,0.0,2.14,250,14425.0,2887.14,52.7,33.8775
MFG-LINE-PLT-003-05,PLT-003,WC-032,SHF-PLT-003-20240710-1,2024-07-10,1,444.0,PRD-2024-SKU-07016,electronics_pcb,WO-2024-71272,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,49.546,5.946,46.88,133.58,50.67,59.36,0.12,WC-005,51.18,93.91,WC-002,0.0,679,475,473,2,0,2,72.63,92.07,0.7889,99.7584,475,1.7,5,-30.04,63.91,444.0,444.0,1.0,0.6971,0.9958,0.6942,21.41,30.84,0.0,206.4,2,reduced_speed,average,performance_loss,51.6,2,0.0,0.0,0,444.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.5,6.3,2,1,80.4,semi_skilled,5.8,0.0,no,no,66.0,SUP-157,2416.0,4.32,0.94,0.98,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.7584,98.3113,365.2,0.772,81.1,31.9,,8.1,153.4,209.6,209.64,9.45,0.0,4.72,150,0.0,4.72,73.9,10.3763
MFG-LINE-PLT-003-04,PLT-003,WC-016,SHF-PLT-003-20240813-2,2024-08-13,2,430.3,PRD-2024-SKU-08738,electronics_pcb,WO-2024-97100,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,36.612,1.831,33.06,106.47,36.8,39.63,0.05,WC-006,37.04,91.98,WC-004,0.0,951,569,568,1,0,1,98.19,132.84,0.7392,99.9112,569,1.5,3,-40.17,19.8,430.3,377.8,0.878,0.6802,0.9982,0.5962,17.82,29.88,52.5,267.5,1,idling_minor_stops,average,performance_loss,30.2,1,52.5,0.0,4,107.6,13.1,19.3,no,18.8,0.0,27.8,6.0,0.0,0.0,no,preventive,11.0,6.8,5,4,90.4,semi_skilled,14.1,0.0,no,yes,33.6,SUP-080,888.0,4.63,1.04,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9112,98.8114,615.1,1.083,159.0,54.5,,7.3,258.3,1239.56,2815.84,6.27,0.0,1.57,150,7875.0,1576.57,50.8,13.4208
MFG-LINE-PLT-005-05,PLT-005,WC-009,SHF-PLT-005-20221207-1,2022-12-07,1,464.6,PRD-2022-SKU-06580,automotive_body,WO-2022-43014,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,66.454,1.994,61.47,82.94,67.82,69.74,0.03,WC-002,67.91,92.9,WC-001,7.43,456,400,399,1,0,1,54.17,59.02,0.9178,99.9864,400,3.4,6,-12.28,4.68,446.0,424.5,0.9518,0.958,0.9975,0.9096,28.17,30.97,21.5,17.5,1,setup_adjustment,world_class,availability_loss,0.0,0,21.5,18.6,1,464.6,21.5,21.5,no,0.0,21.5,0.0,0.0,0.0,0.0,yes,preventive,23.7,6.1,13,11,72.2,multi_skilled,10.8,0.0,no,no,68.1,SUP-099,136.0,5.14,1.21,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9864,99.7957,745.7,1.869,147.2,63.8,14.9,8.5,313.2,3263.03,4045.39,13.81,0.0,3.45,200,4300.0,863.45,49.0,32.1615
MFG-LINE-PLT-003-04,PLT-003,WC-037,SHF-PLT-003-20201129-1,2020-11-29,1,442.5,PRD-2020-SKU-06813,electronics_pcb,WO-2020-80837,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.517,1.526,26.38,49.14,30.36,33.03,0.05,WC-002,31.46,93.72,WC-004,0.0,979,531,530,1,0,1,117.83,132.84,0.887,99.9378,531,3.6,7,-45.76,8.98,442.5,381.4,0.8619,0.6288,0.9981,0.5409,16.62,30.73,61.1,313.5,1,reduced_speed,average,performance_loss,111.0,3,61.1,0.0,3,147.5,20.4,33.9,yes,33.9,0.0,0.0,9.1,0.0,18.1,no,preventive,11.0,7.4,10,8,81.3,skilled,14.9,0.0,no,yes,14.8,SUP-067,622.0,4.73,1.08,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9378,98.6466,261.8,0.494,54.7,16.6,,8.8,110.0,3522.95,6171.62,8.38,0.0,2.1,150,9165.0,1835.1,58.0,26.6875
MFG-LINE-PLT-010-03,PLT-010,WC-008,SHF-PLT-010-20220710-1,2022-07-10,1,444.5,PRD-2022-SKU-01544,industrial_machinery,WO-2022-76207,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,35.935,4.312,30.83,82.86,36.03,43.05,0.12,WC-009,37.71,95.4,WC-007,0.0,764,730,728,2,0,2,100.06,103.45,0.9672,99.7367,730,0.2,0,-4.45,6.14,444.5,437.7,0.9847,0.9673,0.9973,0.9499,29.32,30.87,6.8,24.7,2,idling_minor_stops,world_class,performance_loss,0.0,0,6.8,0.0,1,444.5,6.8,6.8,no,0.0,0.0,0.0,6.8,0.0,0.0,no,preventive,29.1,6.9,19,16,60.0,expert,14.2,0.0,no,no,78.6,SUP-014,2633.0,4.29,0.93,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7367,99.3898,2443.9,3.357,488.2,363.2,,7.8,1026.4,3435.03,4608.87,121.22,0.0,60.61,100,680.0,196.61,70.7,132.6023
MFG-LINE-PLT-003-05,PLT-003,WC-028,SHF-PLT-003-20241221-2,2024-12-21,2,439.6,PRD-2024-SKU-03356,electronics_pcb,WO-2024-28303,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.667,5.12,39.07,123.74,43.82,51.12,0.12,WC-001,44.38,94.56,WC-004,0.0,673,449,448,1,0,1,84.35,92.07,0.9162,99.8935,449,0.1,0,-33.28,3.06,439.6,319.4,0.7266,0.9162,0.9978,0.6642,20.28,30.53,120.2,41.1,1,setup_adjustment,average,availability_loss,0.0,0,120.2,0.0,1,439.6,120.2,120.2,yes,120.2,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,7.0,22,20,62.1,multi_skilled,8.9,0.0,no,no,70.1,SUP-063,1065.0,4.57,1.02,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8935,98.093,452.0,1.009,115.1,57.2,,7.5,189.8,3033.37,3064.6,8.15,0.0,2.04,150,18030.0,3608.04,49.7,21.7797
MFG-LINE-PLT-007-02,PLT-007,WC-038,SHF-PLT-007-20210122-2,2021-01-22,2,444.0,PRD-2021-SKU-03775,industrial_machinery,WO-2021-49926,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,255.211,30.625,221.6,690.99,265.71,305.74,0.12,WC-001,256.88,91.51,WC-002,239.67,114,98,97,1,0,1,13.97,15.54,0.899,99.8874,98,0.9,2,-14.04,3.28,444.0,420.8,0.9478,0.8989,0.9898,0.8432,26.0,30.84,23.2,11.0,1,reduced_speed,good,performance_loss,0.0,0,23.2,0.0,3,148.0,7.7,10.7,no,0.0,0.0,10.7,5.9,6.5,0.0,no,preventive,32.8,6.1,5,4,63.5,expert,1.1,0.0,no,no,81.4,SUP-093,1126.0,4.55,1.02,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8874,98.391,288.3,2.972,62.8,36.2,,8.0,121.1,1856.52,4636.85,67.18,0.0,16.8,100,2320.0,480.8,46.5,134.8145
MFG-LINE-PLT-002-03,PLT-002,WC-047,SHF-PLT-002-20210923-1,2021-09-23,1,463.5,PRD-2021-SKU-08639,electronics_pcb,WO-2021-77733,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.798,2.49,42.53,81.58,49.43,53.91,0.05,WC-006,52.37,95.61,WC-005,0.0,636,505,504,1,0,1,72.16,82.38,0.8759,99.9537,505,0.9,2,-20.6,3.84,435.4,391.8,0.8999,0.9387,0.998,0.8431,25.49,30.24,43.6,33.0,1,setup_adjustment,good,availability_loss,0.0,0,43.6,28.1,2,231.8,21.8,33.6,yes,0.0,33.6,0.0,10.0,0.0,0.0,yes,preventive,13.3,5.6,19,17,67.1,skilled,6.5,0.0,no,yes,44.4,SUP-173,463.0,4.81,1.1,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9537,98.6618,232.3,0.461,45.3,19.4,,8.8,97.6,6203.79,11290.79,12.02,0.0,3.0,150,6540.0,1311.0,40.8,46.7553
MFG-LINE-PLT-003-02,PLT-003,WC-036,SHF-PLT-003-20230929-2,2023-09-29,2,423.3,PRD-2023-SKU-07532,electronics_pcb,WO-2023-01368,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.962,5.275,41.17,98.97,42.61,52.67,0.12,WC-001,45.89,94.9,WC-001,0.0,690,500,496,4,2,2,81.84,98.63,0.8298,99.2829,502,0.7,2,-27.54,23.44,423.3,366.6,0.866,0.8297,0.992,0.7128,20.95,29.39,56.7,102.6,4,idling_minor_stops,good,performance_loss,0.0,0,56.7,0.0,5,84.7,11.3,22.5,no,37.6,0.0,12.6,6.5,0.0,0.0,no,preventive,24.8,5.9,4,3,85.0,skilled,9.6,0.0,no,no,18.0,SUP-129,7171.0,3.95,0.82,0.88,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.2829,98.395,702.3,1.416,132.4,61.5,,6.5,295.0,439.87,541.65,11.17,22.34,5.58,150,8505.0,1728.92,49.7,13.239
MFG-LINE-PLT-003-03,PLT-003,WC-004,SHF-PLT-003-20230707-1,2023-07-07,1,440.7,PRD-2023-SKU-07464,electronics_pcb,WO-2023-82098,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.943,0.547,10.22,29.96,11.29,11.85,0.05,WC-001,11.05,91.78,WC-002,0.0,2753,1581,1580,1,0,1,328.93,375.0,0.8771,99.9781,1581,0.5,1,-42.57,12.65,440.7,329.9,0.7486,0.7668,0.9994,0.5737,17.56,30.6,110.8,480.8,1,equipment_failure,average,availability_loss,41.5,1,110.8,0.0,6,73.4,18.5,51.8,yes,51.8,6.5,19.5,0.0,9.6,23.4,no,preventive,16.8,6.7,19,17,75.3,skilled,9.5,0.0,no,no,53.2,SUP-017,219.0,5.02,1.17,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9781,99.6628,1752.2,1.109,321.6,193.6,,7.2,735.9,8009.78,13035.44,6.33,0.0,1.58,150,16620.0,3325.58,46.9,19.6538
MFG-LINE-PLT-004-05,PLT-004,WC-028,SHF-PLT-004-20241008-2,2024-10-08,2,424.0,PRD-2024-SKU-08505,industrial_machinery,WO-2024-30095,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,199.93,9.996,172.64,383.77,199.21,216.42,0.05,WC-002,207.06,94.15,WC-004,176.14,167,120,119,1,0,1,17.97,23.79,0.7554,99.8954,120,5.0,19,-28.14,1.87,395.2,371.8,0.9408,0.8138,0.9917,0.7593,20.84,27.45,23.4,27.5,1,idling_minor_stops,good,performance_loss,0.0,0,23.4,28.8,2,212.0,11.7,18.2,no,0.0,0.0,18.2,0.0,5.2,0.0,yes,corrective,3.8,6.4,10,9,72.0,semi_skilled,1.7,0.0,yes,no,38.3,SUP-073,1046.0,4.58,1.03,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8954,98.7384,311.4,2.617,79.6,35.7,,8.3,130.8,1605.77,3684.04,43.56,0.0,10.89,100,2340.0,478.89,43.5,88.3782
MFG-LINE-PLT-008-01,PLT-008,WC-025,SHF-PLT-008-20200616-3,2020-06-16,3,472.6,PRD-2020-SKU-03172,medical_devices,WO-2020-99948,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,162.197,19.464,146.08,400.22,160.89,194.31,0.12,WC-002,163.89,91.86,WC-001,130.59,248,98,97,1,0,1,22.13,31.61,0.7001,99.957,98,1.5,5,-60.48,1.37,472.6,350.6,0.7418,0.5307,0.9898,0.3896,12.79,32.82,122.0,86.7,1,reduced_speed,poor,performance_loss,84.9,2,122.0,0.0,6,78.8,20.3,74.0,yes,74.0,11.1,9.1,27.8,0.0,0.0,no,corrective,7.3,5.3,12,9,76.7,semi_skilled,24.0,0.0,no,no,18.8,SUP-184,430.0,4.83,1.11,1.13,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.957,97.3389,113.3,1.168,27.7,14.8,,8.1,47.6,3542.59,6380.79,20.87,0.0,5.22,250,30500.0,6105.22,56.3,123.388
MFG-LINE-PLT-007-01,PLT-007,WC-036,SHF-PLT-007-20210906-1,2021-09-06,1,432.9,PRD-2021-SKU-07023,industrial_machinery,WO-2021-20439,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,195.717,5.872,183.64,536.39,192.78,205.41,0.03,WC-009,201.07,93.4,WC-006,174.56,152,112,111,1,0,1,18.39,21.16,0.8691,99.9601,112,1.1,3,-26.32,1.54,432.9,392.3,0.9062,0.8093,0.9911,0.7268,21.85,30.07,40.6,26.4,1,idling_minor_stops,good,performance_loss,27.0,1,40.6,0.0,3,144.3,13.5,22.2,no,22.2,12.0,0.0,6.4,0.0,0.0,no,corrective,27.1,6.3,12,10,71.8,skilled,13.9,0.0,no,no,77.6,SUP-107,399.0,4.85,1.12,1.14,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9601,99.1542,165.4,1.49,40.7,11.8,,9.0,69.5,4374.93,4249.59,31.71,0.0,7.93,100,4060.0,819.93,62.8,109.6941
MFG-LINE-PLT-004-07,PLT-004,WC-047,SHF-PLT-004-20220409-2,2022-04-09,2,432.6,PRD-2022-SKU-04693,industrial_machinery,WO-2022-66546,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,242.319,12.116,220.41,503.05,234.91,262.31,0.05,WC-005,245.84,92.23,WC-003,224.27,130,80,79,1,0,1,14.73,18.05,0.8161,99.9178,80,0.2,0,-38.46,2.19,432.6,352.0,0.8137,0.7554,0.9875,0.6069,18.23,30.04,80.6,25.9,1,idling_minor_stops,average,performance_loss,26.1,1,80.6,0.0,4,108.1,20.2,37.4,yes,62.2,0.0,18.4,0.0,0.0,0.0,no,predictive,22.9,5.8,6,5,84.6,skilled,11.6,0.0,no,no,85.0,SUP-130,822.0,4.65,1.05,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9178,99.2282,258.6,3.274,58.7,15.7,,7.8,108.6,1124.28,1972.71,76.4,0.0,19.1,100,8060.0,1631.1,46.6,116.5695
MFG-LINE-PLT-004-05,PLT-004,WC-046,SHF-PLT-004-20220430-1,2022-04-30,1,423.7,PRD-2022-SKU-05403,industrial_machinery,WO-2022-27503,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,155.184,7.759,133.92,207.08,155.83,167.99,0.05,WC-010,163.43,95.74,WC-005,131.39,167,157,156,1,0,1,23.15,23.79,0.9731,99.9498,157,0.4,1,-5.99,7.36,423.7,406.9,0.9604,0.9729,0.9936,0.9284,27.32,29.43,16.8,4.4,1,setup_adjustment,world_class,availability_loss,0.0,0,16.8,0.0,1,423.7,16.8,16.8,no,0.0,16.8,0.0,0.0,0.0,0.0,no,preventive,3.8,7.9,4,3,66.4,expert,13.4,0.0,no,yes,20.6,SUP-035,502.0,4.79,1.1,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9498,98.6361,460.2,2.95,104.6,44.2,,8.0,193.3,1213.56,2327.12,45.33,0.0,11.33,100,1680.0,347.33,25.1,68.3172
MFG-LINE-PLT-003-05,PLT-003,WC-003,SHF-PLT-003-20200108-3,2020-01-08,3,429.2,PRD-2020-SKU-07461,electronics_pcb,WO-2020-17490,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.381,5.446,41.51,108.66,46.49,54.37,0.12,WC-003,48.4,96.95,WC-002,0.0,657,394,393,1,0,1,79.16,92.07,0.8598,99.8245,394,0.9,1,-40.03,3.23,429.2,328.6,0.7656,0.7814,0.9975,0.5967,17.78,29.81,100.6,110.2,1,setup_adjustment,average,availability_loss,30.0,1,100.6,0.0,2,214.6,50.3,85.0,yes,100.6,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.1,21,17,79.9,multi_skilled,14.7,0.0,no,no,65.4,SUP-097,1755.0,4.42,0.97,1.11,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8245,97.4617,479.1,1.219,116.2,39.5,,7.0,201.2,3278.22,3850.31,14.15,0.0,3.54,150,15090.0,3021.54,50.5,32.3248
MFG-LINE-PLT-009-01,PLT-009,WC-032,SHF-PLT-009-20210329-2,2021-03-29,2,438.4,PRD-2021-SKU-01669,automotive_body,WO-2021-25364,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.253,8.43,64.59,126.63,71.95,84.16,0.12,WC-004,78.02,99.9,WC-007,12.93,418,284,283,1,0,1,51.21,57.32,0.8934,99.9615,284,1.3,2,-32.06,2.28,438.4,332.7,0.7589,0.8934,0.9965,0.6756,20.57,30.45,105.7,33.9,1,setup_adjustment,average,availability_loss,0.0,0,105.7,0.0,7,62.6,15.1,25.0,no,73.5,28.7,0.0,0.0,3.5,0.0,no,preventive,28.2,5.1,19,17,85.7,multi_skilled,7.1,0.0,no,no,43.2,SUP-096,385.0,4.86,1.12,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9615,97.5061,715.1,2.527,160.1,71.5,14.3,8.0,300.3,3642.8,4674.05,24.4,0.0,6.1,200,21140.0,4234.1,31.4,53.8744
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20200930-1,2020-09-30,1,435.7,PRD-2020-SKU-07826,industrial_machinery,WO-2020-17245,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,36.689,4.403,32.03,93.54,36.96,43.95,0.12,WC-006,41.38,99.9,WC-001,0.0,750,246,245,1,0,1,98.09,103.45,0.9482,99.9134,246,0.1,0,-67.2,4.82,435.7,242.5,0.5566,0.5883,0.9959,0.3261,9.87,30.26,193.2,172.2,1,setup_adjustment,poor,availability_loss,92.1,4,193.2,0.0,9,48.4,21.5,42.0,yes,100.0,60.5,22.2,8.2,2.4,0.0,no,emergency,29.1,6.1,8,7,83.1,expert,2.7,1.7,yes,no,67.8,SUP-068,866.0,4.63,1.04,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9134,98.9746,651.7,2.66,170.6,82.0,,8.2,273.7,3258.37,7233.59,50.79,0.0,12.7,100,19320.0,3876.7,38.0,93.8216
MFG-LINE-PLT-002-04,PLT-002,WC-045,SHF-PLT-002-20231030-1,2023-10-30,1,452.6,PRD-2023-SKU-05942,electronics_pcb,WO-2023-95097,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,22.667,6.148,20.43,29.76,20.5,32.81,0.271,WC-004,23.9,95.87,WC-002,0.0,1920,880,877,3,1,2,158.74,255.32,0.6217,99.7135,881,3.8,8,-54.17,16.61,452.6,444.6,0.9823,0.4651,0.9966,0.4554,14.31,31.43,8.0,1012.0,3,idling_minor_stops,poor,performance_loss,112.0,3,8.0,0.0,1,452.6,8.0,8.0,no,0.0,0.0,0.0,8.0,0.0,0.0,no,corrective,15.6,5.7,8,7,85.1,trainee,11.5,0.0,no,no,71.6,SUP-019,2865.0,4.26,0.92,0.98,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7135,96.9071,638.5,0.728,163.0,42.2,,8.2,268.2,1067.85,2226.17,8.57,8.57,4.29,150,1200.0,252.86,47.9,12.3553
MFG-LINE-PLT-004-06,PLT-004,WC-049,SHF-PLT-004-20210407-2,2021-04-07,2,466.2,PRD-2021-SKU-08921,industrial_machinery,WO-2021-37547,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,119.998,14.4,105.66,150.67,118.24,143.76,0.12,WC-001,128.38,97.26,WC-002,88.03,248,173,172,1,0,1,29.85,31.97,0.9337,99.8601,173,2.7,7,-30.24,22.14,466.2,448.5,0.962,0.7239,0.9942,0.6923,22.41,32.38,17.7,66.0,1,idling_minor_stops,average,performance_loss,100.8,3,17.7,0.0,1,466.2,17.7,17.7,no,0.0,0.0,0.0,0.0,0.0,17.7,no,predictive,6.6,7.9,2,1,64.1,expert,8.4,0.0,no,no,10.1,SUP-171,1399.0,4.49,1.0,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8601,97.411,356.7,2.074,70.2,29.1,,8.6,149.8,292.58,662.92,51.52,0.0,12.88,100,1770.0,366.88,63.7,57.3748
MFG-LINE-PLT-010-04,PLT-010,WC-039,SHF-PLT-010-20240110-1,2024-01-10,1,460.4,PRD-2024-SKU-06172,industrial_machinery,WO-2024-73781,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,274.471,32.936,235.82,473.55,280.12,328.82,0.12,WC-001,288.92,95.69,WC-006,260.85,104,94,93,1,0,1,13.06,13.62,0.9589,99.9232,94,0.3,1,-9.62,1.21,460.4,444.8,0.9661,0.9308,0.9894,0.8897,28.45,31.98,15.6,7.0,1,idling_minor_stops,world_class,performance_loss,13.1,1,15.6,0.0,2,230.2,7.8,8.7,no,8.7,0.0,0.0,0.0,6.9,0.0,no,preventive,14.7,6.1,12,10,66.5,expert,9.3,0.4,no,yes,21.0,SUP-109,768.0,4.67,1.06,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9232,99.0614,294.8,3.17,61.9,33.2,,7.9,123.8,2611.34,3744.95,91.06,0.0,22.77,100,1560.0,334.77,54.4,160.3863
MFG-LINE-PLT-004-05,PLT-004,WC-036,SHF-PLT-004-20221030-2,2022-10-30,2,456.3,PRD-2022-SKU-05230,industrial_machinery,WO-2022-81324,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,160.087,8.004,146.92,404.49,162.48,173.29,0.05,WC-008,163.47,92.83,WC-001,136.3,180,108,107,1,0,1,22.46,23.79,0.9441,99.9487,108,1.0,2,-40.0,14.07,424.7,256.9,0.6049,1.0,0.9907,0.5993,17.68,29.5,167.8,0.0,1,setup_adjustment,average,availability_loss,0.0,0,167.8,31.6,3,152.1,55.9,87.6,yes,167.8,0.0,0.0,0.0,0.0,0.0,yes,predictive,3.8,8.0,2,1,72.8,expert,6.3,0.0,no,no,48.2,SUP-097,513.0,4.78,1.09,1.23,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9487,98.2192,291.7,2.726,50.7,33.3,,8.2,122.5,402.21,576.03,40.51,0.0,10.13,100,16780.0,3366.13,34.2,50.031
MFG-LINE-PLT-001-01,PLT-001,WC-043,SHF-PLT-001-20230707-1,2023-07-07,1,467.2,PRD-2023-SKU-07017,pharmaceutical,WO-2023-51463,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.135,0.694,21.25,43.38,23.22,24.28,0.03,WC-007,23.84,93.69,WC-002,0.0,1374,1038,1037,1,0,1,155.47,176.47,0.881,99.99,1038,1.4,3,-24.45,133.17,467.2,419.0,0.8968,0.8422,0.999,0.7546,24.48,32.45,48.2,194.5,1,reduced_speed,good,performance_loss,18.4,1,48.2,0.0,4,116.8,12.1,15.5,no,0.0,15.5,21.2,0.0,11.6,0.0,no,corrective,26.8,5.9,1,1,62.5,skilled,13.3,0.5,no,yes,40.5,SUP-007,44.0,5.42,1.31,1.35,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.3505,1004.9,0.969,210.5,93.0,,8.7,422.1,298.66,263.33,13.68,0.0,3.42,300,14460.0,2895.42,49.5,14.2351
MFG-LINE-PLT-003-04,PLT-003,WC-020,SHF-PLT-003-20230225-3,2023-02-25,3,479.6,PRD-2023-SKU-05515,electronics_pcb,WO-2023-20537,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.831,1.642,30.1,72.37,33.06,35.54,0.05,WC-004,34.06,94.31,WC-003,0.0,1061,605,604,1,0,1,109.56,132.84,0.8248,99.9715,605,4.8,16,-42.98,25.19,479.6,407.1,0.8488,0.6712,0.9983,0.5688,18.94,33.31,72.5,296.4,1,reduced_speed,average,performance_loss,75.8,2,72.5,0.0,6,79.9,12.1,24.6,no,42.4,11.5,0.0,13.6,4.9,0.0,no,corrective,11.0,7.0,4,3,86.8,skilled,19.6,0.0,no,no,76.8,SUP-044,285.0,4.95,1.15,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9715,99.0417,291.7,0.483,55.9,42.2,,8.8,122.5,941.28,858.1,11.1,0.0,2.77,150,10875.0,2177.77,71.4,14.0975
MFG-LINE-PLT-008-01,PLT-008,WC-037,SHF-PLT-008-20210627-2,2021-06-27,2,478.8,PRD-2021-SKU-04182,medical_devices,WO-2021-76098,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,133.586,16.03,123.78,370.28,135.45,160.04,0.12,WC-002,133.82,91.07,WC-001,101.98,252,191,190,1,0,1,26.84,31.61,0.8491,99.957,191,0.3,1,-24.21,5.95,478.8,427.0,0.8918,0.8491,0.9948,0.7533,25.05,33.25,51.8,33.9,1,reduced_speed,good,performance_loss,0.0,0,51.8,0.0,3,159.6,17.3,36.0,yes,36.0,0.0,7.3,0.0,0.0,8.4,no,preventive,7.3,6.7,5,4,63.1,skilled,10.0,0.0,no,no,67.1,SUP-166,430.0,4.83,1.11,1.26,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.957,98.1217,342.2,1.801,64.8,31.3,,7.0,143.7,1621.39,1858.97,31.95,0.0,7.99,250,12950.0,2597.99,29.9,50.4358
MFG-LINE-PLT-002-03,PLT-002,WC-027,SHF-PLT-002-20220718-1,2022-07-18,1,478.6,PRD-2022-SKU-05644,electronics_pcb,WO-2022-65725,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,46.306,2.315,40.65,125.37,46.58,50.13,0.05,WC-006,48.7,95.61,WC-007,0.0,656,568,567,1,0,1,77.71,82.38,0.9433,99.8916,568,0.2,0,-13.41,7.9,478.6,467.7,0.9772,0.8845,0.9982,0.8628,28.68,33.24,10.9,74.2,1,reduced_speed,world_class,performance_loss,29.2,1,10.9,0.0,1,478.6,10.9,10.9,no,10.9,0.0,0.0,0.0,0.0,0.0,no,corrective,13.3,4.7,10,9,70.1,expert,4.3,0.0,no,no,16.5,SUP-107,1084.0,4.57,1.02,1.11,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8916,98.8695,579.5,1.022,98.2,38.3,,7.4,243.4,1765.34,3139.27,12.49,0.0,3.12,150,1635.0,330.12,72.4,21.1621
MFG-LINE-PLT-003-03,PLT-003,WC-040,SHF-PLT-003-20220730-2,2022-07-30,2,427.5,PRD-2022-SKU-05338,electronics_pcb,WO-2022-85525,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.736,0.587,10.49,28.8,11.76,12.7,0.05,WC-003,11.96,92.61,WC-002,0.0,2670,1248,1247,1,0,1,306.7,375.0,0.8179,99.9586,1248,1.7,3,-53.26,12.5,427.5,344.3,0.8054,0.58,0.9992,0.4668,13.86,29.68,83.2,903.7,1,idling_minor_stops,poor,performance_loss,100.1,3,83.2,0.0,5,85.5,16.6,26.5,no,74.8,0.0,0.0,8.4,0.0,0.0,no,predictive,16.8,5.2,16,14,82.8,skilled,8.3,0.0,no,no,11.3,SUP-084,414.0,4.84,1.11,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9586,97.8312,1046.2,0.839,212.1,107.1,,7.9,439.4,5748.62,9757.91,25.59,0.0,6.4,150,12480.0,2502.4,39.4,38.0456
MFG-LINE-PLT-002-02,PLT-002,WC-013,SHF-PLT-002-20241110-2,2024-11-10,2,440.8,PRD-2024-SKU-02064,electronics_pcb,WO-2024-85071,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.492,0.465,14.61,45.73,15.79,16.26,0.03,WC-002,16.05,94.18,WC-003,0.0,2066,1654,1653,1,0,1,232.35,281.25,0.8261,99.9821,1654,1.6,4,-19.94,13.23,440.8,440.8,1.0,0.8004,0.9994,0.7999,24.49,30.61,0.0,412.5,1,reduced_speed,good,performance_loss,13.7,1,0.0,0.0,0,440.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,5.9,20,17,92.0,skilled,13.5,0.0,no,no,87.5,SUP-119,179.0,5.07,1.19,1.35,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9821,97.1351,1410.0,0.853,291.1,116.4,,7.9,592.2,6139.73,11548.71,6.65,0.0,1.66,150,0.0,1.66,51.5,17.3548
MFG-LINE-PLT-003-05,PLT-003,WC-045,SHF-PLT-003-20221010-2,2022-10-10,2,425.6,PRD-2022-SKU-02227,electronics_pcb,WO-2022-73539,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.531,5.464,41.76,62.14,45.32,54.55,0.12,WC-005,45.29,90.43,WC-003,0.0,652,389,388,1,0,1,79.06,92.07,0.8587,99.9106,389,2.5,6,-40.34,2.88,425.6,333.0,0.7824,0.7612,0.9974,0.5941,17.56,29.56,92.6,122.0,1,reduced_speed,average,performance_loss,37.8,1,92.6,0.0,1,425.6,92.6,92.6,yes,92.6,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.5,20,19,88.0,skilled,0.5,0.0,no,yes,56.0,SUP-117,894.0,4.62,1.04,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9106,98.5933,358.5,0.924,84.2,31.0,,7.7,150.6,6905.78,9507.93,13.0,0.0,3.25,150,13890.0,2781.25,56.6,55.3369
MFG-LINE-PLT-010-03,PLT-010,WC-017,SHF-PLT-010-20230906-2,2023-09-06,2,429.2,PRD-2023-SKU-01309,industrial_machinery,WO-2023-71631,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,48.532,5.824,44.11,94.44,49.23,58.14,0.12,WC-002,56.03,99.9,WC-009,0.0,736,201,199,2,0,2,74.13,103.45,0.7166,99.4698,201,1.9,3,-72.69,1.64,429.2,239.6,0.5583,0.4865,0.99,0.2689,8.01,29.81,189.6,212.1,2,idling_minor_stops,poor,performance_loss,76.9,2,189.6,0.0,7,61.3,27.1,102.7,yes,152.9,7.6,26.0,0.0,3.2,0.0,no,corrective,29.1,4.3,18,17,65.7,semi_skilled,0.4,0.0,no,no,78.9,SUP-091,5302.0,4.06,0.85,0.9,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.4698,98.3004,476.0,2.392,111.6,34.6,,8.4,199.9,4868.26,8382.1,84.98,0.0,42.49,100,18960.0,3834.49,52.9,152.4188
MFG-LINE-PLT-004-07,PLT-004,WC-001,SHF-PLT-004-20221218-2,2022-12-18,2,446.2,PRD-2022-SKU-06210,industrial_machinery,WO-2022-70252,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,341.873,17.094,302.36,425.15,339.55,370.08,0.05,WC-004,356.03,94.67,WC-002,323.82,133,46,45,1,0,1,10.42,18.05,0.5773,99.6127,46,4.3,10,-65.41,0.32,446.2,333.4,0.7472,0.4585,0.9783,0.3352,10.39,30.99,112.8,54.3,1,reduced_speed,poor,performance_loss,68.5,2,112.8,0.0,7,63.7,16.1,43.6,yes,61.7,30.1,7.1,5.7,8.2,0.0,no,corrective,22.9,5.3,21,19,69.3,trainee,9.3,0.0,no,no,34.1,SUP-089,3873.0,4.16,0.89,0.97,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6127,98.653,127.2,2.826,26.8,10.1,,8.1,53.4,5547.03,7952.12,32.61,0.0,8.15,100,11280.0,2264.15,50.9,333.3158
MFG-LINE-PLT-002-02,PLT-002,WC-035,SHF-PLT-002-20240509-1,2024-05-09,1,439.7,PRD-2024-SKU-01472,electronics_pcb,WO-2024-95457,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.683,0.41,12.97,33.5,13.53,14.36,0.03,WC-001,13.83,91.91,WC-005,0.0,2060,1855,1854,1,0,1,263.08,281.25,0.9354,99.9814,1855,0.4,0,-9.95,23.0,439.7,423.1,0.9622,0.9354,0.9995,0.8996,27.47,30.53,16.6,128.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,16.6,0.0,1,439.7,16.6,16.6,no,16.6,0.0,0.0,0.0,0.0,0.0,no,emergency,2.0,6.8,12,11,76.1,multi_skilled,4.2,0.0,no,no,64.3,SUP-192,186.0,5.06,1.19,1.34,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9814,99.9744,1941.1,1.047,525.3,189.9,,7.4,815.3,2480.74,4062.85,14.45,0.0,3.61,150,2490.0,501.61,32.1,17.9872
MFG-LINE-PLT-003-01,PLT-003,WC-013,SHF-PLT-003-20230105-1,2023-01-05,1,429.4,PRD-2023-SKU-02495,electronics_pcb,WO-2023-50114,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,21.552,1.078,18.97,31.37,21.4,23.33,0.05,WC-011,22.11,93.28,WC-012,0.0,1256,832,831,1,0,1,166.87,175.61,0.9502,99.9678,832,0.8,2,-33.76,29.03,429.4,337.6,0.7862,0.8419,0.9988,0.6612,19.72,29.82,91.8,156.2,1,setup_adjustment,average,availability_loss,38.5,1,91.8,0.0,4,107.4,23.0,46.8,yes,0.0,17.8,62.8,0.0,0.0,11.3,no,preventive,24.0,5.9,5,4,94.0,expert,4.9,0.4,no,yes,25.8,SUP-021,322.0,4.91,1.14,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9678,98.9865,787.8,0.948,155.7,91.9,,7.6,330.9,953.23,1561.86,9.5,0.0,2.38,150,13770.0,2756.38,50.3,12.538
MFG-LINE-PLT-005-04,PLT-005,WC-005,SHF-PLT-005-20230124-2,2023-01-24,2,421.3,PRD-2023-SKU-08281,automotive_body,WO-2023-02913,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,55.825,6.699,47.86,103.14,56.76,66.88,0.12,WC-004,59.63,97.1,WC-003,0.0,542,255,254,1,0,1,64.3,77.25,0.8324,99.9819,255,3.7,10,-52.95,3.01,421.3,309.7,0.7351,0.6395,0.9961,0.4682,13.7,29.26,111.6,143.8,1,idling_minor_stops,poor,performance_loss,71.8,2,111.6,0.0,5,84.3,22.3,39.1,yes,39.9,71.7,0.0,0.0,0.0,0.0,no,preventive,15.6,5.6,13,12,83.4,skilled,1.5,0.0,no,no,12.5,SUP-010,181.0,5.07,1.19,1.36,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9819,98.4557,813.1,3.201,178.3,60.3,16.3,7.4,341.5,5311.57,9480.79,119.15,0.0,29.79,200,22320.0,4493.79,25.5,177.8567
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20230917-2,2023-09-17,2,431.1,PRD-2023-SKU-02377,automotive_body,WO-2023-23513,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,64.575,5.166,57.14,192.04,64.93,73.1,0.08,WC-004,71.39,99.9,WC-001,0.0,544,393,392,1,0,1,55.67,75.79,0.7345,99.9734,393,0.2,0,-27.76,2.6,431.1,423.5,0.9824,0.7346,0.9975,0.7198,21.55,29.94,7.6,142.0,1,idling_minor_stops,good,performance_loss,0.0,0,7.6,0.0,1,431.1,7.6,7.6,no,0.0,0.0,0.0,0.0,7.6,0.0,no,preventive,1.3,6.5,22,21,78.8,semi_skilled,4.3,0.0,no,no,80.4,SUP-016,266.0,4.96,1.15,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9734,99.7299,1212.5,3.093,231.9,94.5,24.2,7.5,509.2,7727.77,10867.0,40.61,0.0,10.15,200,1520.0,314.15,72.4,88.1492
MFG-LINE-PLT-001-02,PLT-001,WC-005,SHF-PLT-001-20220615-1,2022-06-15,1,454.6,PRD-2022-SKU-06087,pharmaceutical,WO-2022-89458,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.648,9.576,49.82,79.76,54.13,69.45,0.178,WC-002,63.52,99.9,WC-004,0.0,536,401,400,1,0,1,67.09,70.87,0.9467,99.9764,401,0.5,1,-25.19,6.6,454.6,399.8,0.8795,0.8492,0.9975,0.745,23.52,31.57,54.8,71.2,1,reduced_speed,good,performance_loss,41.2,1,54.8,0.0,3,151.5,18.3,24.6,no,12.1,24.6,18.1,0.0,0.0,0.0,no,corrective,22.7,6.6,9,8,85.9,multi_skilled,0.4,0.0,no,no,30.5,SUP-047,236.0,5.0,1.17,1.32,contamination,labelling,100pct_manual,yes,no,no,no,99.9764,98.8429,648.4,1.621,127.2,60.9,,7.8,272.3,2198.89,2619.35,38.25,0.0,9.56,300,16440.0,3297.56,74.4,50.3912
MFG-LINE-PLT-010-02,PLT-010,WC-028,SHF-PLT-010-20201024-3,2020-10-24,3,467.6,PRD-2020-SKU-08936,industrial_machinery,WO-2020-94882,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,379.044,71.639,335.13,709.38,390.68,497.25,0.189,WC-005,414.34,99.37,WC-002,366.66,96,46,45,1,0,1,9.45,12.38,0.7633,99.6055,46,1.1,3,-52.08,0.29,467.6,402.2,0.8601,0.5545,0.9783,0.4666,15.15,32.47,65.4,37.0,1,idling_minor_stops,poor,performance_loss,110.2,3,65.4,0.0,2,233.8,32.7,43.3,yes,65.4,0.0,0.0,0.0,0.0,0.0,no,preventive,32.7,3.4,23,20,81.6,skilled,10.7,0.0,no,no,46.3,SUP-115,3945.0,4.16,0.89,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6055,97.6361,156.1,3.468,39.7,9.1,,7.7,65.6,4158.68,9938.26,42.38,0.0,10.6,100,6540.0,1318.6,45.7,356.5871
MFG-LINE-PLT-004-03,PLT-004,WC-030,SHF-PLT-004-20201016-2,2020-10-16,2,477.0,PRD-2020-SKU-07943,industrial_machinery,WO-2020-51516,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,158.366,7.918,137.47,268.02,157.95,171.43,0.05,WC-003,161.29,92.59,WC-001,131.28,215,127,126,1,0,1,22.56,27.09,0.8328,99.9032,127,1.0,3,-40.93,0.83,441.1,331.5,0.7516,0.8485,0.9921,0.6327,19.38,30.63,109.6,22.7,1,setup_adjustment,average,availability_loss,29.6,2,109.6,35.9,5,95.4,21.9,45.3,yes,74.1,0.0,29.5,0.0,6.0,0.0,yes,preventive,22.2,5.3,21,19,84.6,skilled,9.0,0.0,no,no,64.1,SUP-020,968.0,4.6,1.03,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9032,99.8856,272.7,2.164,65.3,37.3,,8.6,114.5,5532.12,11880.24,40.8,0.0,10.2,100,10960.0,2202.2,48.9,179.3171
MFG-LINE-PLT-009-02,PLT-009,WC-041,SHF-PLT-009-20230126-3,2023-01-26,3,431.2,PRD-2023-SKU-09573,automotive_body,WO-2023-81094,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,58.491,2.925,50.34,168.6,59.15,63.32,0.05,WC-003,60.29,93.7,WC-002,0.0,783,310,309,1,0,1,61.43,109.09,0.5631,99.9206,310,0.0,0,-60.41,3.31,431.2,378.5,0.8778,0.4505,0.9968,0.3942,11.8,29.94,52.7,378.1,1,reduced_speed,poor,performance_loss,75.7,3,52.7,0.0,3,143.7,17.6,31.8,yes,31.8,0.0,13.7,7.1,0.0,0.0,no,preventive,14.2,7.2,16,13,83.8,trainee,18.0,1.8,no,no,25.7,SUP-161,794.0,4.66,1.05,1.06,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9206,97.6119,455.5,1.474,96.0,31.0,9.1,8.8,191.3,5351.93,11146.19,26.47,0.0,6.62,200,10540.0,2114.62,31.1,79.9476
MFG-LINE-PLT-002-04,PLT-002,WC-040,SHF-PLT-002-20200623-1,2020-06-23,1,476.0,PRD-2020-SKU-05956,electronics_pcb,WO-2020-26802,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,15.16,2.653,13.27,20.47,15.37,19.54,0.175,WC-005,16.62,99.68,WC-001,0.0,2023,1690,1688,2,1,1,237.43,255.32,0.9299,99.9005,1691,1.4,2,-16.46,14.19,476.0,448.0,0.9412,0.8865,0.9988,0.8334,27.55,33.05,28.0,216.4,2,reduced_speed,good,performance_loss,20.9,2,28.0,0.0,3,158.7,9.3,15.1,no,0.0,0.0,15.1,0.0,13.0,0.0,no,preventive,15.6,5.5,17,15,72.1,expert,6.0,0.0,no,no,15.5,SUP-114,995.0,4.59,1.03,1.18,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9005,97.9081,1264.3,0.749,277.8,171.9,,8.1,531.0,7503.72,8149.3,6.53,6.53,1.63,150,4200.0,848.16,29.2,15.8109
MFG-LINE-PLT-002-04,PLT-002,WC-024,SHF-PLT-002-20221210-2,2022-12-10,2,477.1,PRD-2022-SKU-02417,electronics_pcb,WO-2022-06842,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.413,3.102,14.65,34.58,16.05,21.53,0.189,WC-001,20.21,99.9,WC-003,0.0,2026,1506,1503,3,0,3,219.3,255.32,0.8589,99.8364,1506,2.5,9,-25.67,11.81,440.6,436.0,0.9896,0.8118,0.998,0.8017,24.53,30.59,4.6,349.1,3,reduced_speed,good,performance_loss,60.4,2,4.6,36.5,1,477.1,4.6,4.6,no,0.0,0.0,4.6,0.0,0.0,0.0,yes,corrective,15.6,6.7,17,16,79.2,skilled,0.8,1.4,no,no,53.8,SUP-020,1636.0,4.44,0.98,1.02,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8364,97.3469,1515.0,1.008,345.1,145.6,,7.5,636.3,3233.86,5024.09,10.48,0.0,7.86,150,690.0,145.86,41.8,15.9952
MFG-LINE-PLT-004-07,PLT-004,WC-039,SHF-PLT-004-20210402-3,2021-04-02,3,469.2,PRD-2021-SKU-07991,industrial_machinery,WO-2021-70883,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,246.707,12.335,223.33,433.1,249.64,267.06,0.05,WC-003,251.98,92.85,WC-001,228.66,140,76,75,1,0,1,14.44,18.05,0.8,99.7678,76,0.8,2,-45.71,1.07,469.2,315.8,0.673,0.7998,0.9868,0.5312,17.31,32.58,153.4,19.0,1,setup_adjustment,average,availability_loss,0.0,0,153.4,0.0,7,67.0,21.9,31.7,yes,111.4,31.7,10.3,0.0,0.0,0.0,no,preventive,22.9,5.7,10,9,64.0,skilled,5.7,0.0,no,yes,30.9,SUP-062,2322.0,4.33,0.94,0.95,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7678,98.9646,271.1,3.615,58.4,15.8,,7.6,113.9,1995.3,3120.52,49.34,0.0,12.34,100,15340.0,3080.34,53.4,118.2088
MFG-LINE-PLT-005-01,PLT-005,WC-029,SHF-PLT-005-20211001-3,2021-10-01,3,462.9,PRD-2021-SKU-03621,automotive_body,WO-2021-27229,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.498,5.34,40.77,92.45,45.86,53.31,0.12,WC-001,46.17,94.33,WC-004,0.0,806,554,553,1,0,1,80.76,104.65,0.7717,99.9359,554,0.7,2,-31.27,5.12,462.9,449.0,0.97,0.7074,0.9982,0.6849,22.02,32.15,13.9,229.2,1,reduced_speed,average,performance_loss,37.4,1,13.9,0.0,2,231.5,7.0,9.5,no,0.0,0.0,9.5,4.5,0.0,0.0,no,corrective,20.8,4.6,16,14,64.2,skilled,11.6,0.0,no,no,21.5,SUP-034,641.0,4.72,1.07,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9359,98.5077,1304.0,2.358,280.8,126.2,26.1,8.1,547.7,3590.01,3672.87,46.32,0.0,11.58,200,2780.0,567.58,30.4,59.5374
MFG-LINE-PLT-004-03,PLT-004,WC-013,SHF-PLT-004-20240623-1,2024-06-23,1,450.8,PRD-2024-SKU-06851,industrial_machinery,WO-2024-23388,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,142.266,7.113,121.43,186.4,139.67,154.0,0.05,WC-003,148.6,94.96,WC-005,115.18,203,157,156,1,0,1,25.25,27.09,0.9321,99.9615,157,0.1,0,-22.66,5.19,450.8,394.6,0.8753,0.8813,0.9936,0.7665,23.99,31.3,56.2,21.1,1,setup_adjustment,good,availability_loss,21.6,1,56.2,0.0,6,75.1,9.4,15.7,no,15.7,0.0,14.6,18.7,7.2,0.0,no,predictive,22.2,5.7,5,4,72.0,expert,6.6,0.0,no,no,19.8,SUP-145,385.0,4.86,1.12,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9615,99.0246,485.8,3.114,107.6,48.9,,7.9,204.0,1563.51,3289.74,22.34,0.0,5.58,100,5620.0,1129.58,68.1,53.5938
MFG-LINE-PLT-004-01,PLT-004,WC-044,SHF-PLT-004-20230331-2,2023-03-31,2,434.2,PRD-2023-SKU-06088,industrial_machinery,WO-2023-95480,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,222.27,11.114,204.03,276.63,224.3,240.61,0.05,WC-006,228.44,93.43,WC-003,205.08,124,103,102,1,0,1,16.13,17.19,0.9383,99.9166,103,0.2,0,-16.94,1.17,406.2,367.1,0.9037,0.9793,0.9903,0.8764,24.72,28.21,39.1,2.2,1,equipment_failure,world_class,availability_loss,12.0,1,39.1,28.0,3,144.7,13.0,22.1,no,22.1,0.0,12.2,0.0,4.8,0.0,yes,corrective,28.6,7.3,13,12,69.2,expert,0.8,0.0,no,no,33.7,SUP-004,834.0,4.64,1.05,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9166,99.9071,444.6,4.359,89.9,39.7,,7.1,186.7,2123.16,3179.25,21.5,0.0,5.38,100,3910.0,787.38,40.9,73.6952
MFG-LINE-PLT-005-06,PLT-005,WC-030,SHF-PLT-005-20220227-1,2022-02-27,1,424.7,PRD-2022-SKU-01635,automotive_body,WO-2022-66201,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,126.198,6.31,117.09,207.36,127.04,136.61,0.05,WC-003,133.06,95.86,WC-005,78.2,339,151,150,1,0,1,28.51,48.0,0.594,99.9394,151,1.4,4,-55.46,2.35,424.7,317.8,0.7483,0.5939,0.9934,0.4415,13.02,29.49,106.9,103.3,1,reduced_speed,poor,performance_loss,0.0,0,106.9,0.0,5,84.9,21.4,42.3,yes,79.0,20.3,0.0,0.0,7.5,0.0,no,preventive,32.1,3.4,10,9,69.0,trainee,6.3,0.0,no,no,24.7,SUP-024,606.0,4.74,1.08,1.13,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9394,98.5132,344.4,2.296,91.9,20.9,6.9,8.2,144.6,2390.75,5700.8,61.9,0.0,15.47,200,21380.0,4291.47,43.6,116.2563
MFG-LINE-PLT-002-03,PLT-002,WC-049,SHF-PLT-002-20211031-1,2021-10-31,1,423.0,PRD-2021-SKU-05429,electronics_pcb,WO-2021-82803,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,69.663,3.483,64.01,145.35,69.96,75.41,0.05,WC-008,74.32,96.99,WC-004,0.0,580,259,258,1,0,1,51.48,82.38,0.6249,99.8896,259,5.5,20,-55.34,5.23,423.0,401.2,0.9485,0.4702,0.9961,0.4442,13.05,29.38,21.8,291.8,1,reduced_speed,poor,performance_loss,99.3,3,21.8,0.0,2,211.5,10.9,17.1,no,17.1,0.0,0.0,4.6,0.0,0.0,no,corrective,13.3,6.9,8,7,68.1,trainee,2.9,1.4,no,yes,21.6,SUP-160,1104.0,4.56,1.02,1.02,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8896,99.4218,159.4,0.618,43.2,11.0,,8.5,66.9,934.55,2160.53,11.09,0.0,2.77,150,3270.0,656.77,43.7,23.1294
MFG-LINE-PLT-001-01,PLT-001,WC-024,SHF-PLT-001-20200330-2,2020-03-30,2,474.0,PRD-2020-SKU-02342,pharmaceutical,WO-2020-33503,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.58,0.707,20.42,48.13,23.77,24.75,0.03,WC-010,23.83,91.88,WC-001,0.0,1393,1000,999,1,0,1,152.58,176.47,0.8646,99.99,1000,0.3,0,-28.21,25.29,474.0,413.1,0.8715,0.8231,0.999,0.7166,23.59,32.91,60.9,214.9,1,idling_minor_stops,good,performance_loss,19.8,1,60.9,0.0,2,237.0,30.4,36.0,yes,24.8,36.0,0.0,0.0,0.0,0.0,no,predictive,26.8,6.9,6,5,93.9,skilled,14.3,0.0,no,no,49.3,SUP-078,51.0,5.39,1.3,1.43,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.1156,1483.5,1.485,323.4,139.5,,8.0,623.1,1044.36,2410.95,30.02,0.0,7.5,300,18270.0,3661.5,48.0,33.5088
MFG-LINE-PLT-003-02,PLT-003,WC-011,SHF-PLT-003-20200613-1,2020-06-13,1,423.7,PRD-2020-SKU-03715,electronics_pcb,WO-2020-00521,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.511,5.701,44.38,75.94,48.51,56.92,0.12,WC-001,45.21,86.51,WC-001,0.0,695,501,500,1,0,1,75.64,98.63,0.7669,99.9121,501,0.1,0,-27.91,14.16,384.1,357.8,0.9315,0.8517,0.998,0.7918,21.12,26.68,26.3,87.2,1,reduced_speed,good,performance_loss,0.0,0,26.3,39.6,1,423.7,26.3,26.3,no,0.0,26.3,0.0,0.0,0.0,0.0,yes,corrective,24.8,5.2,6,5,64.2,semi_skilled,5.8,0.0,no,no,52.9,SUP-160,879.0,4.63,1.04,1.12,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9121,98.8088,209.0,0.418,39.1,30.3,,9.0,87.8,2206.72,4434.55,15.91,0.0,3.98,150,3945.0,792.98,68.4,29.2244
MFG-LINE-PLT-004-04,PLT-004,WC-030,SHF-PLT-004-20220818-3,2022-08-18,3,454.2,PRD-2022-SKU-03196,industrial_machinery,WO-2022-67123,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,331.977,59.258,309.3,573.9,341.39,429.75,0.178,WC-001,365.89,99.9,WC-002,319.55,93,70,69,1,0,1,10.75,12.43,0.8648,99.4777,70,1.6,3,-24.73,0.51,454.2,418.2,0.9207,0.8082,0.9857,0.7335,23.13,31.54,36.0,16.6,1,reduced_speed,good,performance_loss,27.6,2,36.0,0.0,4,113.5,9.0,13.8,no,13.8,0.0,19.9,0.0,2.4,0.0,no,preventive,24.6,6.8,22,18,62.7,multi_skilled,18.0,0.0,no,yes,41.9,SUP-197,5223.0,4.06,0.85,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4777,96.8572,174.1,2.523,43.5,25.5,,8.3,73.1,4837.79,4937.49,67.0,0.0,16.75,100,3600.0,736.75,72.7,209.6417
MFG-LINE-PLT-001-02,PLT-001,WC-049,SHF-PLT-001-20210914-1,2021-09-14,1,463.2,PRD-2021-SKU-04686,pharmaceutical,WO-2021-81358,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,66.69,14.238,59.01,187.04,63.24,90.18,0.213,WC-001,71.33,97.24,WC-005,0.0,546,343,342,1,0,1,53.95,70.87,0.7613,99.9567,343,2.4,7,-37.18,8.86,463.2,381.4,0.8234,0.7613,0.9971,0.6251,20.11,32.17,81.8,107.5,1,idling_minor_stops,average,performance_loss,0.0,0,81.8,0.0,4,115.8,20.4,27.3,no,27.3,54.4,0.0,0.0,0.0,0.0,no,emergency,22.7,5.7,6,5,91.8,semi_skilled,1.6,0.0,no,no,24.7,SUP-018,433.0,4.83,1.11,1.18,contamination,labelling,100pct_manual,yes,no,no,no,99.9567,98.8855,518.1,1.515,101.9,64.3,,8.0,217.6,2066.65,2063.75,16.32,0.0,4.08,300,24540.0,4912.08,58.7,28.4449
MFG-LINE-PLT-003-04,PLT-003,WC-014,SHF-PLT-003-20220125-3,2022-01-25,3,426.3,PRD-2022-SKU-06141,electronics_pcb,WO-2022-87116,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.536,1.877,35.05,63.86,36.97,40.63,0.05,WC-006,38.88,94.16,WC-007,0.0,943,553,552,1,0,1,95.87,132.84,0.7217,99.9081,553,3.5,7,-41.36,8.63,426.3,363.7,0.8532,0.6867,0.9982,0.5848,17.31,29.61,62.6,252.3,1,reduced_speed,average,performance_loss,17.6,2,62.6,0.0,3,142.1,20.9,50.1,yes,50.1,0.0,9.2,0.0,3.3,0.0,no,emergency,11.0,5.9,12,9,68.3,semi_skilled,21.6,0.4,no,yes,83.2,SUP-175,919.0,4.62,1.04,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9081,98.0671,725.9,1.315,156.3,81.3,,6.7,304.9,3771.69,5809.83,7.55,0.0,1.89,150,9390.0,1879.89,63.1,24.9215
MFG-LINE-PLT-005-05,PLT-005,WC-025,SHF-PLT-005-20200112-2,2020-01-12,2,428.0,PRD-2020-SKU-03579,automotive_body,WO-2020-25716,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,81.261,2.438,76.09,117.99,81.16,85.28,0.03,WC-003,82.61,92.42,WC-001,22.24,420,316,315,1,0,1,44.3,59.02,0.7506,99.9807,316,1.5,4,-24.76,11.04,428.0,428.0,1.0,0.7506,0.9968,0.7482,22.24,29.72,0.0,105.0,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,428.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,23.7,5.6,5,4,79.2,semi_skilled,1.0,0.0,no,no,39.4,SUP-152,193.0,5.05,1.18,1.29,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9807,98.5451,1120.5,3.557,288.6,94.5,22.4,7.2,470.6,875.93,1633.21,14.48,0.0,3.62,200,0.0,3.62,31.1,22.4915
MFG-LINE-PLT-008-01,PLT-008,WC-046,SHF-PLT-008-20230202-1,2023-02-02,1,475.8,PRD-2023-SKU-05651,medical_devices,WO-2023-25757,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,145.024,17.403,133.92,216.72,143.77,173.74,0.12,WC-002,158.55,99.39,WC-001,113.41,250,157,156,1,0,1,24.69,31.61,0.7811,99.9569,157,5.0,18,-37.2,1.41,475.8,414.0,0.8701,0.7199,0.9936,0.6224,20.57,33.04,61.8,61.1,1,reduced_speed,average,performance_loss,32.5,1,61.8,0.0,3,158.6,20.6,32.1,yes,32.1,29.7,0.0,0.0,0.0,0.0,no,preventive,7.3,6.0,15,14,89.1,semi_skilled,2.4,0.5,no,no,30.6,SUP-012,431.0,4.83,1.11,1.19,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9569,97.9088,206.2,1.322,36.5,24.7,,7.8,86.6,4585.81,8525.05,31.9,0.0,7.97,250,15450.0,3097.97,52.5,116.1485
MFG-LINE-PLT-004-07,PLT-004,WC-003,SHF-PLT-004-20220207-1,2022-02-07,1,477.2,PRD-2022-SKU-06307,industrial_machinery,WO-2022-43071,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,226.777,11.339,196.37,441.3,220.16,245.49,0.05,WC-002,234.5,94.01,WC-005,208.73,143,94,93,1,0,1,15.86,18.05,0.8787,99.9537,94,1.9,4,-34.27,1.06,477.2,365.8,0.7665,0.8541,0.9894,0.6477,21.46,33.14,111.4,16.1,1,setup_adjustment,average,availability_loss,10.2,1,111.4,0.0,7,68.2,15.9,26.9,no,47.7,45.4,18.3,0.0,0.0,0.0,no,preventive,22.9,6.8,13,11,60.8,skilled,12.1,0.0,no,no,36.7,SUP-003,463.0,4.81,1.1,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9537,99.787,343.4,3.692,80.0,38.4,,7.5,144.2,3444.26,2764.29,55.23,0.0,13.81,100,11140.0,2241.81,25.3,122.5825
MFG-LINE-PLT-002-02,PLT-002,WC-040,SHF-PLT-002-20240425-3,2024-04-25,3,447.7,PRD-2024-SKU-03914,electronics_pcb,WO-2024-37351,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.207,0.456,13.2,19.61,15.37,15.96,0.03,WC-008,15.75,94.13,WC-005,0.0,2097,1536,1535,1,0,1,236.62,281.25,0.8413,99.9725,1536,0.5,1,-26.75,13.72,447.7,419.7,0.9375,0.7808,0.9993,0.7315,22.74,31.09,28.0,431.2,1,idling_minor_stops,good,performance_loss,30.2,3,28.0,0.0,2,223.8,14.0,18.4,no,0.0,0.0,9.6,0.0,0.0,18.4,no,preventive,2.0,6.1,17,15,69.6,multi_skilled,8.0,0.0,no,no,73.0,SUP-130,275.0,4.96,1.15,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9725,99.1118,669.3,0.436,132.3,70.7,,8.9,281.1,5689.37,8044.53,23.56,0.0,5.89,150,4200.0,845.89,45.6,32.5225
MFG-LINE-PLT-010-01,PLT-010,WC-046,SHF-PLT-010-20230413-1,2023-04-13,1,431.6,PRD-2023-SKU-01960,industrial_machinery,WO-2023-18793,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,312.924,25.034,269.77,834.39,324.91,354.23,0.08,WC-003,325.88,94.67,WC-002,300.05,92,61,60,1,0,1,11.44,12.87,0.8889,99.927,61,0.8,2,-33.7,0.64,431.6,363.8,0.8429,0.7817,0.9836,0.6481,19.42,29.97,67.8,17.0,1,reduced_speed,average,performance_loss,43.7,1,67.8,0.0,3,143.9,22.6,50.0,yes,50.0,9.9,0.0,7.9,0.0,0.0,no,preventive,19.7,6.1,14,13,64.3,skilled,3.9,0.0,no,no,53.0,SUP-077,730.0,4.68,1.06,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.927,99.505,274.6,4.576,66.9,16.3,,6.9,115.3,5563.0,7184.17,74.27,0.0,18.57,100,6780.0,1374.57,35.0,287.9607
MFG-LINE-PLT-001-01,PLT-001,WC-029,SHF-PLT-001-20220318-2,2022-03-18,2,430.8,PRD-2022-SKU-07060,pharmaceutical,WO-2022-09985,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.82,0.715,20.46,47.0,23.78,25.0,0.03,WC-006,24.35,92.94,WC-002,0.0,1266,795,794,1,0,1,151.04,176.47,0.8559,99.99,795,0.7,2,-37.2,12.29,430.8,403.8,0.9373,0.6694,0.9987,0.6267,18.75,29.92,27.0,392.6,1,reduced_speed,average,performance_loss,88.0,3,27.0,0.0,2,215.4,13.5,21.4,no,21.4,0.0,0.0,5.6,0.0,0.0,no,corrective,26.8,6.5,10,9,80.5,skilled,0.1,0.0,no,no,75.7,SUP-073,67.0,5.32,1.27,1.33,contamination,labelling,automated_vision,no,no,no,no,99.99,99.3766,1191.8,1.501,322.3,125.3,,8.0,500.6,2935.86,2414.32,23.07,0.0,5.77,300,8100.0,1625.77,64.4,29.8373
MFG-LINE-PLT-004-05,PLT-004,WC-006,SHF-PLT-004-20200104-2,2020-01-04,2,424.4,PRD-2020-SKU-06559,industrial_machinery,WO-2020-95524,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,170.989,8.549,159.61,484.33,175.39,185.09,0.05,WC-004,176.88,94.04,WC-009,147.2,168,132,131,1,0,1,21.0,23.79,0.8827,99.8691,132,0.8,2,-21.43,1.85,424.4,404.5,0.9531,0.823,0.9924,0.7785,22.94,29.47,19.9,28.4,1,reduced_speed,good,performance_loss,27.3,1,19.9,0.0,1,424.4,19.9,19.9,no,19.9,0.0,0.0,0.0,0.0,0.0,no,preventive,3.8,6.7,11,10,75.4,multi_skilled,3.1,0.0,no,no,46.8,SUP-053,1309.0,4.51,1.0,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8691,98.5051,506.6,3.867,124.4,61.4,,7.4,212.8,3599.98,5256.98,49.31,0.0,12.33,100,1990.0,410.33,38.3,117.2968
MFG-LINE-PLT-005-06,PLT-005,WC-037,SHF-PLT-005-20200824-3,2020-08-24,3,435.7,PRD-2020-SKU-07038,automotive_body,WO-2020-41403,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,94.03,4.701,81.73,145.56,93.26,101.79,0.05,WC-009,96.2,93.01,WC-005,46.03,348,138,137,1,0,1,38.08,48.0,0.7933,99.9878,138,3.5,13,-60.34,1.05,435.7,239.3,0.5492,0.721,0.9928,0.3931,11.89,30.25,196.4,53.4,1,setup_adjustment,poor,availability_loss,21.8,1,196.4,0.0,6,72.6,32.7,79.3,yes,165.1,14.8,16.6,0.0,0.0,0.0,no,corrective,32.1,6.4,22,18,69.0,skilled,16.4,0.0,no,no,85.0,SUP-173,122.0,5.17,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9878,98.1588,261.7,1.91,59.6,26.7,5.2,8.5,109.9,5213.02,11329.59,49.07,0.0,12.27,200,39280.0,7868.27,65.4,170.1772
MFG-LINE-PLT-009-01,PLT-009,WC-009,SHF-PLT-009-20210206-2,2021-02-06,2,421.4,PRD-2021-SKU-04996,automotive_body,WO-2021-35442,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,68.053,8.166,59.87,185.36,68.38,81.53,0.12,WC-009,74.53,99.57,WC-004,10.73,402,325,324,1,0,1,52.77,57.32,0.9206,99.9687,325,0.3,0,-19.15,15.38,421.4,369.5,0.8768,0.9206,0.9969,0.8047,23.55,29.26,51.9,28.0,1,setup_adjustment,good,availability_loss,0.0,0,51.9,0.0,3,140.5,17.3,34.5,yes,0.0,34.5,9.2,8.2,0.0,0.0,no,preventive,28.2,6.4,4,3,90.4,expert,7.7,0.0,no,no,29.4,SUP-052,313.0,4.92,1.14,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9687,98.276,949.0,2.929,227.3,122.3,19.0,7.7,398.6,1213.81,1935.32,36.17,0.0,9.04,200,10380.0,2085.04,54.9,46.0012
MFG-LINE-PLT-002-04,PLT-002,WC-014,SHF-PLT-002-20220710-3,2022-07-10,3,472.1,PRD-2022-SKU-07495,electronics_pcb,WO-2022-12395,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.114,3.235,15.81,38.67,19.61,22.45,0.189,WC-006,19.9,99.9,WC-005,0.0,2004,1103,1100,3,1,2,210.33,255.32,0.8238,99.7613,1104,1.0,3,-44.96,23.3,472.1,396.9,0.8407,0.6531,0.9973,0.5476,17.95,32.78,75.2,585.9,3,idling_minor_stops,average,performance_loss,82.2,4,75.2,0.0,4,118.0,18.8,25.7,no,51.4,0.0,17.9,5.8,0.0,0.0,no,corrective,15.6,6.9,9,6,93.0,skilled,22.9,0.2,no,no,83.3,SUP-112,2387.0,4.32,0.94,1.06,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7613,97.3112,795.3,0.723,199.6,93.1,,8.2,334.0,1249.42,2892.12,28.84,28.84,14.42,150,11280.0,2299.26,44.9,32.6837
MFG-LINE-PLT-010-03,PLT-010,WC-021,SHF-PLT-010-20201225-1,2020-12-25,1,466.8,PRD-2020-SKU-02381,industrial_machinery,WO-2020-89704,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.047,5.406,41.44,128.24,42.04,53.97,0.12,WC-001,47.91,96.68,WC-006,0.0,802,475,473,2,1,1,79.87,103.45,0.7721,99.7592,476,0.3,1,-40.77,6.75,466.8,356.8,0.7644,0.7721,0.9958,0.5877,19.05,32.42,110.0,140.2,2,equipment_failure,average,availability_loss,0.0,0,110.0,0.0,4,116.7,27.5,63.5,yes,91.1,0.0,0.0,6.8,0.0,12.1,no,preventive,29.1,5.7,10,9,80.5,semi_skilled,5.1,0.0,no,no,44.5,SUP-004,2408.0,4.32,0.94,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7592,97.3807,1847.5,3.906,438.2,201.4,,7.4,775.9,3415.46,6267.04,69.95,69.95,17.49,100,11000.0,2287.44,59.3,90.7162
MFG-LINE-PLT-003-01,PLT-003,WC-026,SHF-PLT-003-20200515-3,2020-05-15,3,424.3,PRD-2020-SKU-02686,electronics_pcb,WO-2020-96491,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.924,1.296,22.35,35.01,26.23,28.06,0.05,WC-006,27.39,96.06,WC-004,0.0,1241,685,684,1,0,1,138.8,175.61,0.7904,99.9464,685,0.1,0,-44.8,5.69,424.3,310.0,0.7306,0.7549,0.9985,0.5507,16.23,29.47,114.3,222.4,1,equipment_failure,average,availability_loss,13.9,1,114.3,0.0,7,60.6,16.3,29.1,no,87.7,13.4,0.0,6.8,6.4,0.0,no,preventive,24.0,5.3,19,17,64.9,skilled,9.4,0.2,no,no,52.1,SUP-147,536.0,4.77,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9464,99.7715,373.5,0.546,77.2,49.9,,8.6,156.9,4066.09,5057.71,14.14,0.0,3.54,150,17145.0,3432.54,42.4,27.4996
MFG-LINE-PLT-005-06,PLT-005,WC-007,SHF-PLT-005-20220406-1,2022-04-06,1,422.8,PRD-2022-SKU-06604,automotive_body,WO-2022-43305,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,97.018,4.851,86.58,278.33,97.76,105.02,0.05,WC-010,98.06,91.88,WC-004,49.02,338,206,205,1,0,1,36.98,48.0,0.7704,99.9645,206,1.7,4,-39.05,29.09,422.8,334.2,0.7905,0.7704,0.9951,0.606,17.79,29.36,88.6,61.4,1,idling_minor_stops,average,performance_loss,0.0,0,88.6,0.0,6,70.5,14.8,20.3,no,15.9,64.6,0.0,8.1,0.0,0.0,no,preventive,32.1,6.6,2,1,92.9,semi_skilled,6.9,0.0,no,no,54.3,SUP-086,355.0,4.89,1.13,1.17,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9645,96.9734,626.9,3.058,129.2,45.4,12.5,7.6,263.3,380.51,676.08,13.17,0.0,3.29,200,17720.0,3547.29,65.2,18.3883
MFG-LINE-PLT-005-03,PLT-005,WC-040,SHF-PLT-005-20220817-2,2022-08-17,2,463.8,PRD-2022-SKU-06228,automotive_body,WO-2022-09506,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,63.447,3.172,55.29,87.17,63.39,68.68,0.05,WC-002,64.0,91.7,WC-001,0.0,491,373,372,1,0,1,56.61,63.6,0.8901,99.9761,373,0.2,0,-24.03,3.01,463.8,415.6,0.8961,0.8467,0.9973,0.7567,24.37,32.21,48.2,67.5,1,reduced_speed,good,performance_loss,20.3,1,48.2,0.0,4,115.9,12.0,15.4,no,30.2,0.0,0.0,11.9,6.1,0.0,no,corrective,32.9,5.7,17,16,80.7,multi_skilled,3.2,0.0,no,no,79.2,SUP-060,239.0,4.99,1.16,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9761,98.33,1351.1,3.632,294.9,200.1,27.0,7.1,567.5,4675.4,3885.13,42.02,0.0,10.51,200,9640.0,1938.51,65.8,65.1451
MFG-LINE-PLT-003-05,PLT-003,WC-003,SHF-PLT-003-20220417-2,2022-04-17,2,446.4,PRD-2022-SKU-06404,electronics_pcb,WO-2022-06690,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.462,5.215,39.63,79.16,41.39,52.07,0.12,WC-003,47.39,99.14,WC-004,0.0,684,515,514,1,0,1,82.83,92.07,0.8996,99.9356,515,0.3,0,-24.71,3.29,446.4,446.4,1.0,0.7517,0.9981,0.7503,23.26,31.0,0.0,170.1,1,idling_minor_stops,good,performance_loss,73.4,2,0.0,0.0,0,446.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.5,6.5,22,21,89.8,expert,3.5,0.0,no,no,85.0,SUP-052,644.0,4.72,1.07,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9356,98.5295,476.0,0.926,103.1,58.2,,7.7,199.9,8854.9,19737.08,8.19,0.0,2.05,150,0.0,2.05,46.7,63.8324
MFG-LINE-PLT-003-05,PLT-003,WC-044,SHF-PLT-003-20221108-1,2022-11-08,1,448.0,PRD-2022-SKU-05103,electronics_pcb,WO-2022-77481,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,49.864,5.984,42.71,70.13,47.73,59.74,0.12,WC-003,53.99,98.43,WC-001,0.0,686,466,465,1,0,1,72.06,92.07,0.7827,99.8594,466,0.8,2,-32.07,3.11,448.0,388.0,0.8661,0.7827,0.9979,0.6764,21.04,31.11,60.0,129.4,1,reduced_speed,average,performance_loss,0.0,0,60.0,0.0,3,149.3,20.0,37.1,yes,37.1,14.5,8.3,0.0,0.0,0.0,no,corrective,2.5,5.9,21,20,85.0,semi_skilled,2.2,0.0,no,yes,78.2,SUP-191,1406.0,4.49,1.0,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8594,98.4415,549.2,1.181,119.7,53.7,,7.0,230.7,3151.13,7608.02,8.87,0.0,2.22,150,9000.0,1802.22,71.3,32.027
MFG-LINE-PLT-005-03,PLT-005,WC-003,SHF-PLT-005-20200815-2,2020-08-15,2,462.5,PRD-2020-SKU-01793,automotive_body,WO-2020-40434,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,67.587,3.379,61.7,167.72,67.72,73.16,0.05,WC-002,68.37,91.96,WC-001,3.99,490,299,298,1,0,1,53.25,63.6,0.8373,99.9793,299,0.1,0,-38.98,2.58,462.5,387.1,0.837,0.7286,0.9967,0.6078,19.52,32.12,75.4,111.4,1,reduced_speed,average,performance_loss,50.2,2,75.4,0.0,6,77.1,12.6,16.8,no,0.0,45.9,14.6,11.4,3.5,0.0,no,preventive,32.9,6.7,16,15,61.1,skilled,0.2,0.0,no,no,28.6,SUP-002,207.0,5.03,1.18,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9793,98.7963,773.9,2.597,146.8,40.2,15.5,7.9,325.0,4115.08,6897.01,36.19,0.0,9.05,200,15080.0,3025.05,45.4,73.2648
MFG-LINE-PLT-004-01,PLT-004,WC-018,SHF-PLT-004-20240305-2,2024-03-05,2,423.3,PRD-2024-SKU-05637,industrial_machinery,WO-2024-51264,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,240.272,12.014,220.8,488.57,237.71,260.1,0.05,WC-006,250.91,94.94,WC-007,223.08,121,67,66,1,0,1,14.98,17.19,0.8714,99.9335,67,0.4,0,-44.63,1.34,423.3,374.7,0.8852,0.624,0.9851,0.5441,16.0,29.4,48.6,40.4,1,idling_minor_stops,average,performance_loss,106.4,3,48.6,0.0,4,105.8,12.2,18.9,no,0.0,33.9,0.0,6.1,0.0,8.6,no,preventive,28.6,5.3,9,7,70.2,multi_skilled,11.6,1.5,no,no,37.5,SUP-100,665.0,4.71,1.07,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9335,97.4588,319.4,4.839,69.4,25.3,,6.8,134.1,1288.29,1546.12,45.61,0.0,11.4,100,4860.0,983.4,52.7,89.2467
MFG-LINE-PLT-002-01,PLT-002,WC-034,SHF-PLT-002-20200321-3,2020-03-21,3,440.1,PRD-2020-SKU-06798,electronics_pcb,WO-2020-78671,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.33,2.366,44.18,85.49,47.84,51.23,0.05,WC-001,47.65,91.52,WC-002,0.0,692,466,465,1,0,1,75.95,94.49,0.8038,99.9599,466,0.0,0,-32.66,4.23,440.1,389.3,0.8846,0.7602,0.9979,0.671,20.51,30.56,50.8,147.0,1,reduced_speed,average,performance_loss,21.1,1,50.8,0.0,2,220.0,25.4,38.6,yes,38.6,0.0,12.2,0.0,0.0,0.0,no,predictive,26.7,5.3,20,15,83.7,skilled,21.9,0.5,no,no,56.8,SUP-186,401.0,4.85,1.12,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9599,99.8534,418.0,0.899,82.1,56.9,,7.8,175.6,3110.7,3547.73,9.23,0.0,2.31,150,7620.0,1526.31,38.1,23.5691
MFG-LINE-PLT-004-04,PLT-004,WC-015,SHF-PLT-004-20221026-2,2022-10-26,2,469.1,PRD-2022-SKU-01794,industrial_machinery,WO-2022-92616,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,384.148,82.016,340.29,718.02,403.5,519.47,0.213,WC-001,439.12,99.9,WC-002,371.72,96,59,58,1,0,1,9.37,12.43,0.7538,99.1551,59,3.6,13,-38.54,0.74,469.1,432.3,0.9215,0.659,0.9831,0.597,19.45,32.57,36.8,30.5,1,reduced_speed,average,performance_loss,54.5,2,36.8,0.0,4,117.3,9.2,17.5,no,17.5,9.4,0.0,0.0,10.0,0.0,no,corrective,24.6,6.7,11,10,79.6,semi_skilled,3.2,0.0,yes,no,80.7,SUP-135,8449.0,3.89,0.8,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.1551,98.097,156.3,2.694,29.6,22.3,,8.2,65.6,2887.12,6744.31,48.67,0.0,12.17,100,3680.0,748.17,52.8,215.5683
MFG-LINE-PLT-003-05,PLT-003,WC-021,SHF-PLT-003-20200219-2,2020-02-19,2,422.9,PRD-2020-SKU-02977,electronics_pcb,WO-2020-45926,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.516,5.222,41.19,99.37,41.9,52.13,0.12,WC-002,44.29,92.52,WC-001,0.0,648,522,521,1,0,1,82.59,92.07,0.897,99.9005,522,0.0,0,-19.44,4.11,422.9,422.9,1.0,0.8043,0.9981,0.8028,23.58,29.37,0.0,127.0,1,idling_minor_stops,good,performance_loss,43.7,1,0.0,0.0,0,422.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.5,6.0,20,18,67.6,expert,6.1,0.0,no,no,53.9,SUP-165,995.0,4.59,1.03,1.09,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9005,98.6269,440.2,0.845,121.8,65.1,,7.9,184.9,7274.13,17829.91,10.82,0.0,2.71,150,0.0,2.71,57.6,59.0251
MFG-LINE-PLT-006-02,PLT-006,WC-010,SHF-PLT-006-20200203-3,2020-02-03,3,422.0,PRD-2020-SKU-08792,food_beverage,WO-2020-59776,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.542,0.905,6.74,15.47,7.86,9.04,0.12,WC-007,8.24,99.29,WC-005,0.0,3832,2051,2048,3,1,2,477.28,545.45,0.875,99.8817,2052,1.0,3,-46.48,14.56,422.0,422.0,1.0,0.5346,0.9985,0.5338,15.65,29.31,0.0,1785.7,3,reduced_speed,average,performance_loss,164.2,4,0.0,0.0,0,422.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,15.5,7.1,22,20,81.6,expert,4.6,0.0,no,no,78.6,SUP-091,1183.0,4.54,1.01,1.06,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8817,99.3771,417.8,0.204,117.9,56.7,,9.0,175.5,2654.58,4316.4,8.36,8.36,4.18,80,0.0,12.54,36.3,11.776
MFG-LINE-PLT-003-05,PLT-003,WC-022,SHF-PLT-003-20210912-1,2021-09-12,1,455.2,PRD-2021-SKU-09644,electronics_pcb,WO-2021-60404,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.16,5.059,37.39,96.68,41.67,50.51,0.12,WC-003,46.72,99.9,WC-005,0.0,697,400,399,1,0,1,85.31,92.07,0.9266,99.915,400,0.8,2,-42.61,4.78,455.2,303.7,0.6672,0.8582,0.9975,0.5712,18.06,31.61,151.5,66.1,1,equipment_failure,average,availability_loss,22.4,1,151.5,0.0,3,151.7,50.5,119.7,yes,139.0,0.0,12.5,0.0,0.0,0.0,no,preventive,2.5,6.9,13,11,71.1,multi_skilled,13.8,0.5,no,yes,72.0,SUP-060,850.0,4.64,1.05,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.915,99.3543,91.0,0.228,18.2,9.4,,9.4,38.2,4953.37,5764.32,5.72,0.0,1.43,150,22725.0,4546.43,65.7,32.5957
MFG-LINE-PLT-010-02,PLT-010,WC-018,SHF-PLT-010-20230203-1,2023-02-03,1,442.6,PRD-2023-SKU-08040,industrial_machinery,WO-2023-17316,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,331.142,62.586,311.59,600.48,328.96,434.41,0.189,WC-001,382.84,99.9,WC-002,318.76,90,52,51,1,0,1,10.68,12.38,0.8627,99.6127,52,2.9,7,-42.22,0.41,442.6,375.4,0.8482,0.6716,0.9808,0.5587,17.17,30.73,67.2,25.4,1,reduced_speed,average,performance_loss,83.3,2,67.2,0.0,3,147.5,22.4,31.6,yes,35.6,0.0,0.0,0.0,0.0,31.6,no,preventive,32.7,6.8,20,17,88.0,skilled,14.8,0.0,no,no,77.6,SUP-090,3873.0,4.16,0.89,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6127,98.0594,147.4,2.891,33.1,20.6,,8.1,61.9,2924.65,5102.87,53.25,0.0,13.31,100,6720.0,1357.31,58.8,211.6965
MFG-LINE-PLT-009-02,PLT-009,WC-030,SHF-PLT-009-20210918-1,2021-09-18,1,454.4,PRD-2021-SKU-05919,automotive_body,WO-2021-16647,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,42.201,2.11,39.41,71.64,42.56,45.68,0.05,WC-003,42.29,91.11,WC-001,0.0,825,599,598,1,0,1,85.23,109.09,0.7813,99.9822,599,0.8,2,-27.39,7.9,454.4,421.7,0.928,0.7813,0.9983,0.7239,22.84,31.55,32.7,167.7,1,idling_minor_stops,good,performance_loss,0.0,0,32.7,0.0,4,113.6,8.2,9.7,no,9.1,9.7,13.9,0.0,0.0,0.0,no,preventive,14.2,6.0,11,10,94.3,semi_skilled,6.9,0.0,no,no,47.2,SUP-110,178.0,5.07,1.19,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9822,99.722,1475.3,2.467,300.3,85.6,29.5,8.0,619.6,2180.69,2106.6,25.01,0.0,6.25,200,6540.0,1314.25,74.2,32.2212
MFG-LINE-PLT-003-05,PLT-003,WC-003,SHF-PLT-003-20230409-2,2023-04-09,2,462.0,PRD-2023-SKU-06105,electronics_pcb,WO-2023-95721,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,46.303,5.556,41.36,117.48,46.49,55.47,0.12,WC-003,46.45,91.19,WC-001,0.0,708,501,500,1,0,1,77.73,92.07,0.8442,99.9095,501,0.5,1,-29.24,21.65,462.0,428.6,0.9277,0.7618,0.998,0.7053,22.63,32.08,33.4,156.6,1,reduced_speed,good,performance_loss,41.8,1,33.4,0.0,2,231.0,16.7,23.6,no,23.6,0.0,0.0,9.8,0.0,0.0,no,emergency,2.5,6.1,4,3,88.4,skilled,4.1,0.0,no,no,77.1,SUP-033,905.0,4.62,1.04,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9095,99.6426,279.5,0.559,60.4,28.9,,8.6,117.4,615.97,654.26,5.32,0.0,1.33,150,5010.0,1003.33,65.2,7.8711
MFG-LINE-PLT-002-04,PLT-002,WC-015,SHF-PLT-002-20200630-1,2020-06-30,1,453.3,PRD-2020-SKU-09890,electronics_pcb,WO-2020-68797,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.203,3.062,14.8,46.51,16.37,21.26,0.189,WC-001,20.41,99.9,WC-002,0.0,1926,994,992,2,0,2,222.01,255.32,0.8695,99.898,994,2.0,5,-48.39,6.57,453.3,382.9,0.8447,0.6101,0.998,0.5143,16.19,31.48,70.4,635.2,2,reduced_speed,average,performance_loss,114.2,3,70.4,0.0,5,90.7,14.1,23.6,no,6.8,42.1,0.0,0.0,6.0,15.6,no,emergency,15.6,5.8,23,20,84.9,skilled,12.4,0.0,no,no,87.1,SUP-044,1020.0,4.58,1.03,1.17,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.898,98.6491,698.4,0.704,144.4,77.8,,8.2,293.3,9361.87,8762.7,7.93,0.0,3.96,150,10560.0,2115.96,37.5,26.2167
MFG-LINE-PLT-002-03,PLT-002,WC-047,SHF-PLT-002-20210129-2,2021-01-29,2,465.3,PRD-2021-SKU-03117,electronics_pcb,WO-2021-05670,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.202,2.41,44.93,100.38,48.47,52.18,0.05,WC-002,49.74,93.8,WC-001,0.0,638,497,496,1,0,1,74.57,82.38,0.9052,99.9767,497,0.0,0,-22.1,63.96,465.3,399.9,0.8594,0.9052,0.998,0.7764,25.09,32.31,65.4,52.0,1,equipment_failure,good,availability_loss,0.0,0,65.4,0.0,2,232.6,32.7,52.8,yes,52.8,0.0,0.0,12.6,0.0,0.0,no,predictive,13.3,6.8,1,1,93.9,expert,0.3,1.0,no,no,43.9,SUP-127,233.0,5.0,1.17,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9767,99.4522,262.4,0.529,48.4,35.6,,8.7,110.2,428.03,969.33,10.65,0.0,2.66,150,9810.0,1964.66,36.2,13.4887
MFG-LINE-PLT-004-03,PLT-004,WC-013,SHF-PLT-004-20200612-3,2020-06-12,3,466.3,PRD-2020-SKU-02325,industrial_machinery,WO-2020-85722,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,166.609,8.33,150.11,412.24,167.29,180.35,0.05,WC-002,171.45,93.55,WC-001,139.52,210,126,125,1,0,1,21.59,27.09,0.797,99.9194,126,1.2,4,-40.0,4.02,466.3,413.8,0.8874,0.6744,0.9921,0.5938,19.23,32.38,52.5,60.8,1,reduced_speed,average,performance_loss,63.7,2,52.5,0.0,4,116.6,13.1,16.5,no,0.0,11.4,24.6,0.0,0.0,16.5,no,emergency,22.2,4.7,6,4,81.8,skilled,21.9,1.5,no,no,18.9,SUP-179,806.0,4.65,1.05,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9194,99.749,333.1,2.665,62.9,26.3,,8.2,139.9,1544.45,2848.08,36.46,0.0,9.12,100,5250.0,1059.12,46.9,71.8919
MFG-LINE-PLT-005-05,PLT-005,WC-017,SHF-PLT-005-20220409-1,2022-04-09,1,477.0,PRD-2022-SKU-01819,automotive_body,WO-2022-94686,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,80.342,2.41,72.37,178.67,79.76,84.32,0.03,WC-003,82.55,93.41,WC-001,21.32,469,275,274,1,0,1,44.69,59.02,0.7572,99.9862,275,1.1,3,-41.36,1.81,477.0,431.7,0.905,0.6476,0.9964,0.584,19.35,33.13,45.3,149.6,1,reduced_speed,average,performance_loss,62.5,2,45.3,0.0,3,159.0,15.1,20.8,no,0.0,20.8,24.5,0.0,0.0,0.0,no,preventive,23.7,5.3,20,19,75.9,semi_skilled,2.4,0.0,yes,yes,42.6,SUP-124,138.0,5.14,1.21,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9862,97.6964,1016.8,3.711,196.8,54.7,20.3,7.0,427.1,3994.07,3360.29,39.14,0.0,9.79,200,9060.0,1821.79,69.9,66.1236
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20200424-1,2020-04-24,1,444.8,PRD-2020-SKU-08103,automotive_body,WO-2020-05175,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,78.723,2.362,67.19,218.5,80.22,82.62,0.03,WC-003,78.97,91.19,WC-001,19.7,437,240,239,1,0,1,45.63,59.02,0.7731,99.9887,240,1.5,5,-45.08,8.06,444.8,421.3,0.9472,0.5792,0.9958,0.5463,16.87,30.89,23.5,174.4,1,reduced_speed,average,performance_loss,105.6,3,23.5,0.0,2,222.4,11.8,15.5,no,0.0,0.0,23.5,0.0,0.0,0.0,no,preventive,23.7,5.0,5,4,85.8,semi_skilled,10.4,0.0,no,yes,65.2,SUP-131,113.0,5.19,1.23,1.31,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9887,98.4005,872.6,3.651,165.9,93.7,17.5,7.1,366.5,1604.94,2273.73,47.39,0.0,11.85,200,4700.0,951.85,52.7,63.817
MFG-LINE-PLT-004-04,PLT-004,WC-015,SHF-PLT-004-20210110-1,2021-01-10,1,438.3,PRD-2021-SKU-03379,industrial_machinery,WO-2021-81762,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,372.185,79.461,321.45,1085.17,361.08,503.3,0.213,WC-002,350.38,85.58,WC-001,359.75,90,58,57,1,0,1,9.58,12.43,0.7707,99.5312,58,2.5,7,-35.56,1.11,438.3,406.4,0.9272,0.6891,0.9828,0.6279,19.11,30.44,31.9,26.2,1,reduced_speed,average,performance_loss,43.3,1,31.9,0.0,2,219.1,15.9,16.2,no,0.0,31.9,0.0,0.0,0.0,0.0,no,corrective,24.6,5.7,9,7,91.9,semi_skilled,14.8,0.0,no,yes,50.7,SUP-068,4688.0,4.1,0.87,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5312,98.7593,208.1,3.651,44.3,11.8,,7.6,87.4,2704.65,4917.52,35.78,0.0,8.95,100,3190.0,646.95,61.3,170.13
MFG-LINE-PLT-004-01,PLT-004,WC-043,SHF-PLT-004-20220915-3,2022-09-15,3,476.8,PRD-2022-SKU-07898,industrial_machinery,WO-2022-41724,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,291.709,14.585,259.01,563.31,290.56,315.77,0.05,WC-001,297.21,92.62,WC-003,274.52,136,80,79,1,0,1,12.24,17.19,0.712,99.7585,80,0.8,2,-41.18,1.66,476.8,392.2,0.8226,0.7119,0.9875,0.5783,19.15,33.11,84.6,32.4,1,idling_minor_stops,average,performance_loss,0.0,0,84.6,0.0,5,95.4,16.9,23.6,no,20.1,23.5,17.5,0.0,0.0,23.6,no,emergency,28.6,6.2,7,6,60.6,semi_skilled,11.0,1.0,no,no,35.1,SUP-094,2415.0,4.32,0.94,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7585,97.049,139.8,1.769,27.1,18.7,,8.8,58.7,1864.88,3233.31,26.31,0.0,6.58,100,8460.0,1698.58,73.6,91.1771
MFG-LINE-PLT-004-02,PLT-004,WC-033,SHF-PLT-004-20240114-1,2024-01-14,1,453.6,PRD-2024-SKU-08633,industrial_machinery,WO-2024-45905,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,256.587,48.495,232.67,368.8,263.1,336.6,0.189,WC-002,270.48,95.83,WC-001,240.59,120,81,80,1,0,1,13.86,16.0,0.8662,99.7893,81,0.2,0,-32.5,0.71,453.6,393.3,0.8671,0.7722,0.9877,0.6613,20.83,31.5,60.3,23.9,1,reduced_speed,average,performance_loss,42.7,1,60.3,0.0,1,453.6,60.3,60.3,yes,60.3,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.5,17,15,67.3,skilled,9.0,2.0,no,no,15.9,SUP-108,2107.0,4.36,0.95,1.06,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7893,99.4887,265.2,3.315,62.6,20.9,,7.8,111.4,3899.98,8752.02,92.92,0.0,23.23,100,6030.0,1229.23,26.6,252.2315
MFG-LINE-PLT-001-01,PLT-001,WC-017,SHF-PLT-001-20220512-2,2022-05-12,2,462.8,PRD-2022-SKU-08779,pharmaceutical,WO-2022-67431,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,29.206,0.876,24.97,47.23,29.3,30.65,0.03,WC-010,29.79,92.73,WC-004,0.0,1360,322,321,1,0,1,123.06,176.47,0.6973,99.99,322,1.2,3,-76.32,1.98,462.8,189.2,0.4089,0.5785,0.9969,0.2358,7.58,32.14,273.5,234.6,1,equipment_failure,poor,availability_loss,32.2,1,273.525315812625,0.0,3,154.3,20.2,273.525315812625,yes,27.7,0.0,32.9,0.0,0.0,0.0,no,corrective,26.8,2.0,22,21,83.5,semi_skilled,0.9,0.0,no,yes,32.5,SUP-199,69.0,5.31,1.27,1.31,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.8263,543.1,1.692,124.4,65.5,,7.7,228.1,9483.44,12469.69,18.16,0.0,4.54,300,82057.59,16416.06,52.2,86.6064
MFG-LINE-PLT-002-01,PLT-002,WC-023,SHF-PLT-002-20220526-1,2022-05-26,1,439.3,PRD-2022-SKU-02948,electronics_pcb,WO-2022-06371,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.19,2.409,42.98,96.08,48.99,52.16,0.05,WC-002,48.94,92.33,WC-001,0.0,691,447,446,1,0,1,74.7,94.49,0.7906,99.9531,447,2.9,11,-35.31,60.91,439.3,395.5,0.9003,0.7177,0.9978,0.6447,19.67,30.51,43.8,175.8,1,idling_minor_stops,average,performance_loss,36.5,1,43.8,0.0,3,146.4,14.6,19.8,no,38.4,0.0,0.0,5.4,0.0,0.0,no,predictive,26.7,5.9,1,1,90.9,semi_skilled,5.5,0.0,no,no,86.2,SUP-098,469.0,4.81,1.1,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9531,97.9678,524.5,1.176,94.3,30.1,,7.1,220.3,394.74,959.9,15.73,0.0,3.93,150,6570.0,1317.93,29.0,18.8026
MFG-LINE-PLT-005-02,PLT-005,WC-025,SHF-PLT-005-20240723-3,2024-07-23,3,473.2,PRD-2024-SKU-06831,automotive_body,WO-2024-79657,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.792,4.623,52.13,83.93,57.57,65.42,0.08,WC-002,59.17,93.07,WC-004,0.0,597,491,490,1,0,1,62.26,75.79,0.8215,99.9844,491,1.3,2,-17.76,2.96,473.2,473.2,1.0,0.8215,0.998,0.8198,26.94,32.86,0.0,106.7,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,473.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,7.0,24,21,73.7,skilled,9.5,0.0,no,no,83.2,SUP-095,156.0,5.11,1.2,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9844,99.7668,1108.4,2.262,269.1,109.9,22.2,8.2,465.5,10436.97,10754.69,113.06,0.0,28.27,200,0.0,28.27,58.3,156.539
MFG-LINE-PLT-004-07,PLT-004,WC-013,SHF-PLT-004-20230105-1,2023-01-05,1,447.6,PRD-2023-SKU-06782,industrial_machinery,WO-2023-40555,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,227.883,11.394,207.4,525.97,223.66,246.68,0.05,WC-005,234.18,93.42,WC-004,209.83,134,93,92,1,0,1,15.71,18.05,0.8704,99.933,93,0.0,0,-30.6,2.47,447.6,399.4,0.8923,0.7739,0.9892,0.6831,21.23,31.08,48.2,27.2,1,reduced_speed,average,performance_loss,44.2,1,48.2,0.0,5,89.5,9.6,18.7,no,8.0,0.0,18.7,13.9,7.6,0.0,no,preventive,22.9,6.2,6,5,66.5,skilled,8.4,0.0,no,no,65.0,SUP-105,670.0,4.71,1.07,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.933,99.112,237.6,2.583,43.2,16.4,,8.3,99.8,1553.13,1353.53,62.5,0.0,15.62,100,4820.0,979.62,44.9,94.7735
MFG-LINE-PLT-003-02,PLT-003,WC-038,SHF-PLT-003-20210322-2,2021-03-22,2,420.1,PRD-2021-SKU-07983,electronics_pcb,WO-2021-02151,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,44.401,5.328,38.36,105.55,47.68,53.19,0.12,WC-001,47.59,97.44,WC-001,0.0,689,497,496,1,0,1,81.07,98.63,0.822,99.8331,497,5.9,22,-27.87,4.17,420.1,367.8,0.8755,0.822,0.998,0.7182,20.95,29.17,52.3,107.6,1,idling_minor_stops,good,performance_loss,0.0,0,52.3,0.0,4,105.0,13.1,23.5,no,23.5,16.9,11.9,0.0,0.0,0.0,no,preventive,24.8,4.0,20,17,91.1,skilled,13.7,0.0,no,no,68.3,SUP-046,1669.0,4.43,0.98,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8331,97.1345,666.1,1.343,168.4,92.5,,6.6,279.8,4347.36,3597.1,11.71,0.0,2.93,150,7845.0,1571.93,31.2,27.7507
MFG-LINE-PLT-006-02,PLT-006,WC-046,SHF-PLT-006-20240628-2,2024-06-28,2,434.7,PRD-2024-SKU-04626,food_beverage,WO-2024-21187,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.076,0.849,6.58,13.84,7.36,8.48,0.12,WC-020,7.96,99.9,WC-014,0.0,3948,2753,2750,3,1,2,508.73,545.45,0.9327,99.9197,2754,0.2,0,-30.27,34.51,434.7,324.7,0.7469,0.9327,0.9989,0.6959,21.01,30.19,110.0,198.7,3,equipment_failure,average,availability_loss,0.0,0,110.0,0.0,6,72.4,18.3,31.8,yes,62.0,31.8,0.0,0.0,16.1,0.0,no,corrective,15.5,6.7,13,11,66.3,expert,10.2,0.0,no,no,56.3,SUP-153,803.0,4.65,1.05,1.2,contamination,labelling,sampling_plan_ansi,yes,yes,yes,yes,99.9197,97.5462,1001.0,0.364,224.8,65.2,,8.2,420.4,4429.11,8703.66,6.66,6.66,3.33,80,8800.0,1769.99,32.2,11.4428
MFG-LINE-PLT-001-01,PLT-001,WC-046,SHF-PLT-001-20210802-1,2021-08-02,1,447.3,PRD-2021-SKU-01555,pharmaceutical,WO-2021-04136,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,32.406,0.972,28.58,83.98,32.36,34.01,0.03,WC-010,32.96,92.47,WC-008,0.0,1315,546,545,1,0,1,110.93,176.47,0.6286,99.99,546,0.9,2,-58.48,73.1,447.3,295.3,0.6602,0.6286,0.9982,0.4142,12.87,31.06,152.0,322.6,1,reduced_speed,poor,performance_loss,0.0,0,152.0,0.0,3,149.1,50.7,116.6,yes,130.7,21.3,0.0,0.0,0.0,0.0,no,corrective,26.8,6.8,2,1,89.9,trainee,12.2,1.5,no,no,84.7,SUP-195,98.0,5.22,1.24,1.4,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.7672,1066.6,1.957,256.9,69.0,,7.4,448.0,382.04,891.53,18.7,0.0,4.67,300,45600.0,9124.67,32.2,21.0711
MFG-LINE-PLT-002-02,PLT-002,WC-009,SHF-PLT-002-20220916-1,2022-09-16,1,443.0,PRD-2022-SKU-04521,electronics_pcb,WO-2022-34734,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.458,0.434,13.53,38.82,14.42,15.17,0.03,WC-002,14.85,93.4,WC-003,0.0,2076,1569,1568,1,0,1,248.94,281.25,0.8851,99.9827,1569,0.8,2,-24.42,106.2,443.0,378.2,0.8537,0.8851,0.9994,0.7552,23.23,30.76,64.8,203.7,1,setup_adjustment,good,availability_loss,0.0,0,64.8,0.0,2,221.5,32.4,41.6,yes,23.2,41.6,0.0,0.0,0.0,0.0,no,preventive,2.0,6.5,3,2,77.1,skilled,8.7,0.0,yes,no,21.8,SUP-077,173.0,5.08,1.19,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9827,98.0627,472.0,0.301,94.0,36.1,,9.2,198.2,404.95,1005.51,10.33,0.0,2.58,150,9720.0,1946.58,63.3,11.2361
MFG-LINE-PLT-010-03,PLT-010,WC-033,SHF-PLT-010-20210102-2,2021-01-02,2,457.2,PRD-2021-SKU-07757,industrial_machinery,WO-2021-51517,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.168,4.58,33.69,109.22,37.3,45.73,0.12,WC-008,43.44,99.9,WC-006,0.0,787,513,512,1,0,1,94.27,103.45,0.9113,99.9113,513,0.1,0,-34.82,11.2,457.2,391.1,0.8554,0.7608,0.9981,0.6496,20.62,31.75,66.1,161.3,1,reduced_speed,average,performance_loss,64.6,4,66.1,0.0,4,114.3,16.5,33.8,yes,33.8,0.0,9.5,0.0,22.8,0.0,no,predictive,29.1,6.2,7,6,63.8,expert,3.0,0.0,no,no,19.0,SUP-131,887.0,4.63,1.04,1.16,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9113,97.1893,1693.7,3.308,398.4,155.4,,7.8,711.4,2020.86,1784.38,17.99,0.0,4.5,100,6610.0,1326.5,35.8,25.4572
MFG-LINE-PLT-004-01,PLT-004,WC-045,SHF-PLT-004-20210715-2,2021-07-15,2,431.6,PRD-2021-SKU-07608,industrial_machinery,WO-2021-58861,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,255.021,12.751,232.28,327.54,253.46,276.06,0.05,WC-007,266.56,95.02,WC-003,237.83,123,86,85,1,0,1,14.05,17.19,0.8173,99.8891,86,0.2,0,-30.08,1.31,431.6,367.2,0.8508,0.8174,0.9884,0.6873,20.6,29.97,64.4,19.2,1,idling_minor_stops,average,performance_loss,0.0,0,64.4,0.0,5,86.3,12.9,18.7,no,32.6,13.8,12.1,5.9,0.0,0.0,no,corrective,28.6,5.5,11,9,80.3,skilled,11.0,0.0,no,no,73.8,SUP-119,1109.0,4.56,1.02,1.13,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8891,97.7066,161.4,1.899,36.4,13.4,,8.7,67.8,1633.77,1400.39,17.26,0.0,4.32,100,6440.0,1292.32,54.8,53.1591
MFG-LINE-PLT-007-02,PLT-007,WC-019,SHF-PLT-007-20210605-1,2021-06-05,1,460.5,PRD-2021-SKU-05338,industrial_machinery,WO-2021-86840,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,273.036,32.764,258.04,790.88,257.09,327.1,0.12,WC-001,290.71,96.79,WC-002,257.5,119,57,56,1,0,1,13.01,15.54,0.8372,99.8672,57,1.4,5,-52.1,0.73,460.5,376.7,0.818,0.5841,0.9825,0.4694,15.01,31.98,83.8,40.6,1,idling_minor_stops,poor,performance_loss,113.7,3,83.8,0.0,7,65.8,12.0,20.3,no,20.3,26.1,15.4,22.1,0.0,0.0,no,predictive,32.8,4.4,12,10,73.2,skilled,9.4,0.0,no,no,43.6,SUP-022,1328.0,4.5,1.0,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8672,99.851,212.3,3.791,41.0,16.3,,7.5,89.2,3547.43,6408.02,74.8,0.0,18.7,100,8380.0,1694.7,68.4,253.9116
MFG-LINE-PLT-010-04,PLT-010,WC-016,SHF-PLT-010-20221224-1,2022-12-24,1,434.4,PRD-2022-SKU-01913,industrial_machinery,WO-2022-67190,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,285.574,34.269,242.95,469.12,283.56,342.12,0.12,WC-001,307.87,98.01,WC-004,271.95,98,83,82,1,0,1,12.51,13.62,0.9185,99.8758,83,2.3,8,-15.31,1.62,434.4,398.2,0.9167,0.9181,0.988,0.8315,25.08,30.17,36.2,7.4,1,equipment_failure,good,availability_loss,0.0,0,36.2,0.0,2,217.2,18.1,19.7,no,19.7,0.0,16.5,0.0,0.0,0.0,no,corrective,14.7,4.2,8,7,69.6,multi_skilled,10.1,0.1,no,no,11.8,SUP-131,1242.0,4.53,1.01,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8758,99.1054,258.3,3.15,62.8,25.7,,7.9,108.5,1494.56,2516.28,13.55,0.0,3.39,100,3620.0,727.39,35.1,62.6279
MFG-LINE-PLT-007-01,PLT-007,WC-004,SHF-PLT-007-20211202-2,2021-12-02,2,469.5,PRD-2021-SKU-01565,industrial_machinery,WO-2021-12354,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,193.502,5.805,166.12,259.04,194.08,203.08,0.03,WC-002,197.73,92.89,WC-012,172.34,165,106,105,1,0,1,18.47,21.16,0.8729,99.6501,106,2.8,7,-35.76,4.47,469.5,358.4,0.7634,0.8384,0.9906,0.634,20.67,32.61,111.1,20.4,1,setup_adjustment,average,availability_loss,14.1,1,111.1,0.0,5,93.9,22.2,56.4,yes,56.4,45.0,9.7,0.0,0.0,0.0,no,preventive,27.1,5.8,4,3,60.4,multi_skilled,3.0,1.3,no,no,14.4,SUP-161,3499.0,4.2,0.9,0.91,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6501,97.5906,158.4,1.509,37.2,8.5,,9.0,66.5,610.21,1381.01,52.07,0.0,13.02,100,11110.0,2235.02,57.6,71.5299
MFG-LINE-PLT-003-04,PLT-003,WC-037,SHF-PLT-003-20240505-2,2024-05-05,2,457.3,PRD-2024-SKU-02637,electronics_pcb,WO-2024-95728,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,35.993,1.8,32.22,75.08,35.6,38.96,0.05,WC-001,36.85,93.08,WC-008,0.0,1010,633,631,2,0,2,100.01,132.84,0.7529,99.7921,633,0.1,0,-37.33,41.4,457.3,415.0,0.9075,0.6889,0.9968,0.6232,19.79,31.76,42.3,285.8,2,idling_minor_stops,average,performance_loss,35.2,1,42.3,0.0,3,152.4,14.1,20.9,no,0.0,34.7,0.0,7.5,0.0,0.0,no,preventive,11.0,6.6,3,2,69.3,semi_skilled,5.2,0.0,no,no,54.8,SUP-027,2079.0,4.37,0.96,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.7921,98.9589,627.8,0.995,141.8,86.6,,7.5,263.7,649.89,562.24,8.08,0.0,4.04,150,6345.0,1273.04,56.0,10.0266
MFG-LINE-PLT-003-01,PLT-003,WC-033,SHF-PLT-003-20211229-3,2021-12-29,3,475.9,PRD-2021-SKU-06871,electronics_pcb,WO-2021-77646,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,25.424,1.271,22.02,35.54,25.73,27.52,0.05,WC-006,25.8,92.26,WC-003,0.0,1392,967,966,1,0,1,141.57,175.61,0.8062,99.9511,967,0.9,2,-30.53,9.37,475.9,409.8,0.8611,0.8062,0.999,0.6935,22.92,33.05,66.1,232.5,1,idling_minor_stops,average,performance_loss,0.0,0,66.1,0.0,6,79.3,11.0,12.5,no,11.5,21.8,8.0,24.8,0.0,0.0,no,corrective,24.0,6.2,18,13,81.5,skilled,24.9,0.0,no,no,60.8,SUP-170,489.0,4.8,1.1,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9511,97.9013,564.1,0.584,135.1,84.0,,8.5,236.9,3785.99,8896.26,15.09,0.0,3.77,150,9915.0,1986.77,69.1,28.2342
MFG-LINE-PLT-006-02,PLT-006,WC-018,SHF-PLT-006-20230830-2,2023-08-30,2,444.8,PRD-2023-SKU-03772,food_beverage,WO-2023-69525,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,9.029,1.084,8.3,17.78,9.19,10.82,0.12,WC-007,10.02,99.9,WC-011,0.0,4033,2148,2142,6,2,4,398.69,545.45,0.7309,99.7637,2150,1.3,4,-46.74,48.16,444.8,323.3,0.7268,0.7309,0.9972,0.5298,16.36,30.89,121.5,790.8,6,setup_adjustment,average,availability_loss,0.0,0,121.5,0.0,5,89.0,24.3,64.1,yes,43.4,0.0,6.7,7.2,0.0,64.1,no,preventive,15.5,5.5,7,6,60.2,semi_skilled,13.1,0.0,no,no,63.6,SUP-152,2363.0,4.33,0.94,1.03,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7637,98.2045,811.8,0.379,185.3,86.6,,8.1,341.0,2837.61,6659.39,1.39,2.78,1.39,80,9720.0,1948.17,41.0,5.8276
MFG-LINE-PLT-006-01,PLT-006,WC-028,SHF-PLT-006-20210320-1,2021-03-20,1,435.0,PRD-2021-SKU-06673,food_beverage,WO-2021-81391,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,25.767,3.092,22.34,49.6,26.62,30.87,0.12,WC-005,28.23,99.61,WC-003,0.0,1059,894,893,1,0,1,139.62,146.34,0.9541,99.9115,894,1.4,5,-15.58,41.06,435.0,384.2,0.8832,0.9541,0.9989,0.8417,25.43,30.21,50.8,43.0,1,setup_adjustment,good,availability_loss,0.0,0,50.8,0.0,3,145.0,16.9,23.7,no,0.0,0.0,21.4,0.0,29.4,0.0,no,predictive,33.4,5.9,4,3,82.2,expert,2.9,0.0,no,no,19.7,SUP-098,885.0,4.63,1.04,1.05,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.9115,99.8715,332.2,0.372,91.1,33.1,,8.1,139.5,1048.7,1439.55,5.99,0.0,1.5,80,4064.0,814.3,53.3,8.7831
MFG-LINE-PLT-005-04,PLT-005,WC-023,SHF-PLT-005-20231017-2,2023-10-17,2,450.6,PRD-2023-SKU-03854,automotive_body,WO-2023-09530,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.762,6.331,45.13,69.32,51.35,63.21,0.12,WC-001,59.92,99.9,WC-004,0.0,579,410,409,1,0,1,68.16,77.25,0.8823,99.9462,410,3.9,14,-29.19,7.78,450.6,439.6,0.9756,0.7244,0.9976,0.705,22.06,31.29,11.0,156.0,1,reduced_speed,good,performance_loss,78.6,4,11.0,0.0,1,450.6,11.0,11.0,no,0.0,0.0,11.0,0.0,0.0,0.0,no,corrective,15.6,5.2,8,7,63.6,expert,1.5,0.1,no,no,38.9,SUP-094,538.0,4.77,1.09,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9462,97.5813,771.8,1.887,170.3,88.7,15.4,8.5,324.2,3026.99,3748.41,26.85,0.0,6.71,200,2200.0,446.71,67.3,43.4814
MFG-LINE-PLT-009-02,PLT-009,WC-012,SHF-PLT-009-20240504-3,2024-05-04,3,460.9,PRD-2024-SKU-09223,automotive_body,WO-2024-45178,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.204,2.06,37.78,77.75,41.44,44.6,0.05,WC-003,41.53,91.63,WC-001,0.0,837,527,526,1,0,1,87.34,109.09,0.8006,99.9141,527,3.1,6,-37.04,7.61,460.9,362.0,0.7854,0.8006,0.9981,0.6277,20.09,32.01,98.9,131.3,1,setup_adjustment,average,availability_loss,0.0,0,98.9,0.0,4,115.2,24.7,61.5,yes,61.5,0.0,15.1,0.0,22.3,0.0,no,emergency,14.2,6.9,11,9,61.4,skilled,12.4,0.0,no,no,77.8,SUP-194,859.0,4.64,1.05,1.1,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9141,98.3496,1514.4,2.879,258.3,200.5,30.3,7.7,636.0,4347.27,4350.47,35.54,0.0,8.88,200,19780.0,3964.88,62.4,52.1432
MFG-LINE-PLT-005-06,PLT-005,WC-021,SHF-PLT-005-20210705-2,2021-07-05,2,443.5,PRD-2021-SKU-08090,automotive_body,WO-2021-19955,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,129.387,6.469,120.61,279.92,129.1,140.06,0.05,WC-010,134.36,94.41,WC-002,81.39,354,184,183,1,0,1,27.79,48.0,0.579,99.9598,184,0.2,0,-48.02,1.24,443.5,397.3,0.8958,0.5789,0.9946,0.5158,15.89,30.8,46.2,133.9,1,idling_minor_stops,average,performance_loss,0.0,0,46.2,0.0,2,221.8,23.1,24.9,no,24.9,21.3,0.0,0.0,0.0,0.0,no,predictive,32.1,6.0,22,20,82.5,trainee,5.4,0.0,no,no,72.4,SUP-127,402.0,4.85,1.12,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9598,97.0819,405.5,2.216,100.9,59.0,8.1,8.2,170.3,9108.08,15947.44,66.81,0.0,16.7,200,9240.0,1864.7,44.0,204.0905
MFG-LINE-PLT-005-05,PLT-005,WC-023,SHF-PLT-005-20230818-3,2023-08-18,3,476.4,PRD-2023-SKU-01532,automotive_body,WO-2023-90863,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,87.609,2.628,76.64,141.04,88.35,91.95,0.03,WC-002,91.36,94.81,WC-003,28.59,468,282,281,1,0,1,41.05,59.02,0.6955,99.9725,282,0.2,0,-39.74,11.8,476.4,444.9,0.9339,0.6444,0.9965,0.5997,19.84,33.08,31.5,155.6,1,reduced_speed,average,performance_loss,32.7,2,31.5,0.0,3,158.8,10.5,17.3,no,0.0,0.0,17.3,6.8,7.5,0.0,no,preventive,23.7,5.9,4,3,64.0,semi_skilled,21.5,0.0,no,no,57.4,SUP-059,275.0,4.96,1.15,1.19,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9725,98.4087,840.2,2.99,193.7,114.3,16.8,7.6,352.9,1333.58,3145.37,59.23,0.0,14.81,200,6300.0,1274.81,61.1,75.3801
MFG-LINE-PLT-003-04,PLT-003,WC-045,SHF-PLT-003-20240217-1,2024-02-17,1,467.6,PRD-2024-SKU-05761,electronics_pcb,WO-2024-82543,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.228,1.511,25.77,75.0,30.69,32.72,0.05,WC-004,30.94,93.05,WC-006,0.0,1034,578,577,1,0,1,119.01,132.84,0.8959,99.9329,578,0.1,0,-44.1,3.37,467.6,442.1,0.9455,0.5905,0.9983,0.5573,18.1,32.47,25.5,400.8,1,idling_minor_stops,average,performance_loss,150.7,4,25.5,0.0,1,467.6,25.5,25.5,no,0.0,0.0,25.5,0.0,0.0,0.0,no,corrective,11.0,9.0,24,22,62.3,skilled,8.2,0.0,no,no,58.1,SUP-053,671.0,4.71,1.07,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9329,97.1059,678.0,1.175,165.4,68.8,,7.1,284.8,7243.64,12874.02,13.35,0.0,3.34,150,3825.0,768.34,66.2,48.2391
MFG-LINE-PLT-002-01,PLT-002,WC-020,SHF-PLT-002-20221213-1,2022-12-13,1,443.9,PRD-2022-SKU-04256,electronics_pcb,WO-2022-36280,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.112,2.156,40.55,108.19,42.06,46.67,0.05,WC-002,44.0,92.78,WC-001,0.0,698,383,382,1,0,1,83.41,94.49,0.8827,99.9351,383,2.0,5,-45.13,3.44,443.9,275.5,0.6206,0.8828,0.9974,0.5464,16.84,30.83,168.4,50.8,1,setup_adjustment,average,availability_loss,0.0,0,168.4,0.0,9,49.3,18.7,39.5,yes,102.5,21.1,0.0,6.7,4.4,33.8,no,corrective,26.7,6.1,18,15,84.7,skilled,12.0,0.0,no,no,45.6,SUP-055,649.0,4.72,1.07,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9351,98.2885,314.0,0.822,78.1,28.3,,7.9,131.9,4896.55,12043.36,12.56,0.0,3.14,150,25260.0,5055.14,54.1,56.9382
MFG-LINE-PLT-010-02,PLT-010,WC-017,SHF-PLT-010-20220617-1,2022-06-17,1,421.4,PRD-2022-SKU-02059,industrial_machinery,WO-2022-75692,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,372.969,79.629,326.86,959.43,408.63,504.36,0.213,WC-004,418.18,99.9,WC-005,360.59,86,66,65,1,0,1,9.51,12.38,0.7682,99.669,66,0.3,0,-23.26,1.85,421.4,416.3,0.9879,0.7687,0.9848,0.7478,21.88,29.26,5.1,19.9,1,idling_minor_stops,good,performance_loss,0.0,0,5.1,0.0,1,421.4,5.1,5.1,no,0.0,0.0,0.0,0.0,5.1,0.0,no,preventive,32.7,6.0,6,5,68.0,semi_skilled,14.9,0.0,no,no,14.2,SUP-104,3310.0,4.22,0.91,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.669,98.0766,145.4,2.237,32.1,8.5,,8.5,61.1,2221.8,3484.32,70.55,0.0,17.64,100,510.0,119.64,61.1,159.4218
MFG-LINE-PLT-003-04,PLT-003,WC-045,SHF-PLT-003-20230224-1,2023-02-24,1,456.1,PRD-2023-SKU-08093,electronics_pcb,WO-2023-24577,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.386,1.719,31.56,57.76,34.34,37.22,0.05,WC-008,35.22,93.11,WC-002,0.0,1009,645,644,1,0,1,104.63,132.84,0.7876,99.9631,645,1.4,4,-36.08,8.47,456.1,369.9,0.811,0.7877,0.9984,0.6378,20.2,31.67,86.2,173.8,1,reduced_speed,average,performance_loss,0.0,0,86.2,0.0,4,114.0,21.5,42.7,yes,42.7,22.6,20.9,0.0,0.0,0.0,no,emergency,11.0,6.6,11,10,79.0,semi_skilled,2.0,0.0,no,no,58.3,SUP-116,369.0,4.88,1.13,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9631,97.4042,374.2,0.581,79.8,24.7,,8.5,157.2,4054.86,4042.56,22.46,0.0,5.62,150,12930.0,2591.62,45.7,35.0685
MFG-LINE-PLT-005-01,PLT-005,WC-011,SHF-PLT-005-20241005-3,2024-10-05,3,468.1,PRD-2024-SKU-01887,automotive_body,WO-2024-77161,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.604,5.353,39.72,67.58,44.29,53.44,0.12,WC-003,47.02,95.84,WC-001,0.0,816,264,263,1,0,1,80.65,104.65,0.7707,99.9613,264,1.8,5,-67.65,33.71,468.1,230.9,0.4932,0.6556,0.9962,0.3221,10.47,32.51,237.2,138.7,1,setup_adjustment,poor,availability_loss,34.5,1,237.2402394643675,0.0,3,156.0,23.3,237.2402394643675,yes,59.2,0.0,10.6,0.0,0.0,0.0,no,emergency,20.8,3.6,1,1,68.9,skilled,16.8,1.3,no,yes,53.8,SUP-134,387.0,4.86,1.12,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9613,97.8093,523.4,1.99,129.5,37.1,10.5,8.4,219.8,191.54,329.22,50.77,0.0,12.69,200,47448.05,9502.3,67.1,52.9431
MFG-LINE-PLT-007-01,PLT-007,WC-016,SHF-PLT-007-20210401-2,2021-04-01,2,427.2,PRD-2021-SKU-04899,industrial_machinery,WO-2021-34832,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,231.253,6.938,199.06,326.46,231.05,242.7,0.03,WC-003,240.29,94.46,WC-013,210.09,150,102,101,1,0,1,15.56,21.16,0.7353,99.9441,102,2.4,7,-32.0,0.68,427.2,410.0,0.9597,0.7053,0.9902,0.6702,19.88,29.67,17.2,42.6,1,idling_minor_stops,average,performance_loss,16.8,1,17.2,0.0,1,427.2,17.2,17.2,no,0.0,0.0,17.2,0.0,0.0,0.0,no,preventive,27.1,4.8,24,21,64.5,semi_skilled,9.9,0.0,no,no,85.0,SUP-002,559.0,4.76,1.09,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9441,98.1805,317.4,3.143,58.3,20.3,,7.9,133.3,8734.85,17346.13,37.06,0.0,9.27,100,1720.0,353.27,66.9,295.6545
MFG-LINE-PLT-004-05,PLT-004,WC-033,SHF-PLT-004-20200313-3,2020-03-13,3,473.8,PRD-2020-SKU-03262,industrial_machinery,WO-2020-78627,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,183.059,9.153,162.76,285.75,185.42,198.16,0.05,WC-009,189.23,93.97,WC-010,159.27,187,126,125,1,0,1,19.54,23.79,0.8214,99.8687,126,0.7,1,-32.62,2.26,454.0,396.3,0.8729,0.8018,0.9921,0.6943,21.89,31.53,57.7,31.1,1,idling_minor_stops,average,performance_loss,29.1,1,57.7,19.8,1,473.8,57.7,57.7,yes,57.7,0.0,0.0,0.0,0.0,0.0,yes,corrective,3.8,7.0,9,7,68.8,skilled,13.5,0.0,yes,no,17.0,SUP-065,1313.0,4.51,1.0,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8687,97.1055,364.5,2.916,65.3,53.9,,8.1,153.1,1794.57,3333.46,43.85,0.0,10.96,100,5770.0,1164.96,32.4,85.225
MFG-LINE-PLT-001-02,PLT-001,WC-039,SHF-PLT-001-20200622-2,2020-06-22,2,434.3,PRD-2020-SKU-01197,pharmaceutical,WO-2020-07146,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.659,9.915,50.66,97.39,57.14,73.02,0.175,WC-004,65.27,99.9,WC-002,0.0,512,427,426,1,0,1,63.39,70.87,0.8945,99.9739,427,1.0,3,-16.6,2.56,434.3,404.2,0.9307,0.8945,0.9977,0.8306,25.05,30.16,30.1,50.4,1,idling_minor_stops,good,performance_loss,0.0,0,30.1,0.0,2,217.1,15.0,15.1,no,0.0,15.1,15.0,0.0,0.0,0.0,no,preventive,22.7,5.0,24,23,66.7,expert,0.3,0.7,no,no,16.8,SUP-185,261.0,4.97,1.16,1.27,contamination,labelling,100pct_manual,yes,no,no,no,99.9739,97.5161,910.4,2.137,223.5,100.1,,7.2,382.4,7730.4,9645.66,30.22,0.0,7.55,300,9030.0,1813.55,35.7,71.0798
MFG-LINE-PLT-004-02,PLT-004,WC-043,SHF-PLT-004-20231107-1,2023-11-07,1,453.2,PRD-2023-SKU-06419,industrial_machinery,WO-2023-82148,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,258.968,48.945,231.86,439.63,270.48,339.73,0.189,WC-001,264.77,92.95,WC-002,242.97,120,65,64,1,0,1,13.77,16.0,0.8606,99.7926,65,1.9,6,-45.83,0.77,453.2,380.1,0.8387,0.6413,0.9846,0.5296,16.67,31.47,73.1,36.4,1,reduced_speed,average,performance_loss,96.8,3,73.1,0.0,3,151.1,24.4,45.3,yes,45.3,0.0,23.1,0.0,0.0,4.7,no,corrective,6.1,6.3,12,11,68.6,skilled,0.0,0.0,no,no,87.6,SUP-122,2074.0,4.37,0.96,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7926,97.6467,235.8,3.685,51.4,16.5,,7.5,99.0,3542.2,3963.93,66.53,0.0,16.63,100,7310.0,1478.63,58.1,184.8528
MFG-LINE-PLT-002-03,PLT-002,WC-016,SHF-PLT-002-20210701-2,2021-07-01,2,470.7,PRD-2021-SKU-08480,electronics_pcb,WO-2021-48722,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.822,2.441,44.95,79.19,47.33,52.85,0.05,WC-008,49.81,92.74,WC-009,0.0,646,473,472,1,0,1,73.65,82.38,0.894,99.9718,473,1.9,7,-26.78,10.03,470.7,416.2,0.8842,0.8277,0.9979,0.7303,23.87,32.69,54.5,98.5,1,reduced_speed,good,performance_loss,30.9,1,54.5,0.0,3,156.9,18.2,37.4,yes,37.4,0.0,7.6,0.0,0.0,9.6,no,preventive,13.3,6.2,7,6,85.8,expert,13.2,0.9,no,no,40.9,SUP-078,282.0,4.95,1.15,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9718,98.5485,316.2,0.67,69.3,46.0,,8.3,132.8,2862.93,6523.77,6.57,0.0,1.64,150,8175.0,1636.64,31.4,26.471
MFG-LINE-PLT-004-01,PLT-004,WC-037,SHF-PLT-004-20210808-1,2021-08-08,1,460.8,PRD-2021-SKU-03622,industrial_machinery,WO-2021-23753,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,242.169,12.108,206.08,478.32,240.93,262.15,0.05,WC-010,250.61,94.08,WC-006,224.98,131,59,58,1,0,1,14.82,17.19,0.8621,99.9169,59,1.0,3,-54.96,0.38,460.8,238.9,0.5185,0.8619,0.9831,0.4393,14.06,32.0,221.9,9.5,1,setup_adjustment,poor,availability_loss,0.0,0,221.9,0.0,9,51.2,24.7,60.5,yes,183.2,20.0,0.0,14.2,4.6,0.0,no,preventive,28.6,5.9,21,20,84.6,skilled,1.8,0.0,no,no,36.2,SUP-064,831.0,4.64,1.05,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9169,98.1212,170.7,2.943,32.0,13.6,,8.0,71.7,5150.63,11654.63,107.52,0.0,26.88,100,22190.0,4464.88,36.3,399.1197
MFG-LINE-PLT-004-06,PLT-004,WC-044,SHF-PLT-004-20241020-1,2024-10-20,1,456.7,PRD-2024-SKU-01910,industrial_machinery,WO-2024-43590,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,133.042,15.965,114.75,350.89,134.74,159.38,0.12,WC-001,136.13,93.02,WC-002,101.07,242,107,106,1,0,1,27.0,31.97,0.8445,99.8221,107,0.9,2,-55.79,1.07,456.7,259.4,0.5681,0.774,0.9907,0.4356,13.81,31.71,197.2,31.2,1,setup_adjustment,poor,availability_loss,21.7,1,197.21400498802663,0.0,1,456.7,17.5,197.21400498802663,yes,0.0,17.5,0.0,0.0,0.0,0.0,no,preventive,6.6,2.2,16,13,61.5,skilled,12.6,0.0,no,yes,84.1,SUP-158,1779.0,4.41,0.97,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8221,98.9527,346.4,3.268,83.8,36.1,,7.8,145.5,3751.7,8496.43,63.79,0.0,15.95,100,19721.4,3960.23,64.6,179.9402
MFG-LINE-PLT-005-02,PLT-005,WC-036,SHF-PLT-005-20200228-2,2020-02-28,2,445.6,PRD-2020-SKU-07360,automotive_body,WO-2020-06671,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,56.629,4.53,52.71,72.19,55.25,64.1,0.08,WC-001,59.58,95.64,WC-002,0.0,562,377,376,1,0,1,63.46,75.79,0.8373,99.9869,377,1.0,2,-32.92,50.63,445.6,399.0,0.8954,0.7481,0.9973,0.6681,20.67,30.94,46.6,126.9,1,idling_minor_stops,average,performance_loss,42.5,1,46.6,0.0,3,148.5,15.5,18.6,no,0.0,0.0,33.4,13.2,0.0,0.0,no,corrective,1.3,7.1,1,1,85.8,skilled,13.7,0.0,no,no,35.6,SUP-041,131.0,5.15,1.22,1.39,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9869,98.0875,843.7,2.244,213.9,65.2,16.9,8.2,354.4,478.71,637.23,32.71,0.0,8.18,200,9320.0,1872.18,61.7,35.7649
MFG-LINE-PLT-001-01,PLT-001,WC-021,SHF-PLT-001-20210107-1,2021-01-07,1,476.9,PRD-2021-SKU-02991,pharmaceutical,WO-2021-08983,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.787,0.714,20.81,62.25,23.76,24.97,0.03,WC-006,24.48,93.56,WC-005,0.0,1402,1054,1053,1,0,1,151.21,176.47,0.8569,99.99,1054,0.2,0,-24.82,12.04,476.9,427.6,0.8966,0.8381,0.9991,0.7507,24.86,33.12,49.3,203.6,1,reduced_speed,good,performance_loss,9.4,1,49.3,0.0,3,159.0,16.4,22.9,no,39.8,9.5,0.0,0.0,0.0,0.0,no,preventive,26.8,5.1,13,11,65.8,skilled,9.1,0.0,no,no,51.8,SUP-004,39.0,5.45,1.32,1.5,contamination,labelling,automated_vision,no,no,no,no,99.99,98.6535,1923.8,1.827,427.1,162.8,,7.6,808.0,2010.82,3129.12,29.4,0.0,7.35,300,14790.0,2965.35,40.7,34.3092
MFG-LINE-PLT-004-02,PLT-004,WC-004,SHF-PLT-004-20230821-1,2023-08-21,1,437.6,PRD-2023-SKU-01550,industrial_machinery,WO-2023-21032,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,291.35,62.203,267.46,729.66,243.68,393.98,0.213,WC-001,325.81,99.9,WC-002,275.35,116,79,78,1,0,1,12.33,16.0,0.7706,99.6204,79,1.6,4,-31.9,0.63,414.5,380.2,0.9172,0.7793,0.9873,0.7058,20.31,28.78,34.3,22.4,1,reduced_speed,good,performance_loss,18.8,1,34.3,23.1,1,437.6,34.3,34.3,yes,34.3,0.0,0.0,0.0,0.0,0.0,yes,emergency,6.1,6.1,19,17,89.1,semi_skilled,9.2,0.0,no,no,83.6,SUP-190,3796.0,4.17,0.89,0.94,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6204,99.1013,227.1,2.911,48.2,32.5,,8.1,95.4,7727.01,9178.19,52.42,0.0,13.11,100,3430.0,699.11,31.5,269.8254
MFG-LINE-PLT-010-02,PLT-010,WC-044,SHF-PLT-010-20231225-1,2023-12-25,1,429.3,PRD-2023-SKU-07132,industrial_machinery,WO-2023-91570,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,331.941,62.737,282.31,706.41,293.56,435.46,0.189,WC-005,356.88,97.74,WC-001,319.56,88,63,62,1,0,1,10.78,12.38,0.8708,99.7843,63,2.5,9,-28.41,1.44,429.3,360.6,0.84,0.847,0.9841,0.7002,20.87,29.81,68.7,11.4,1,setup_adjustment,good,availability_loss,9.9,1,68.7,0.0,4,107.3,17.2,21.0,no,47.7,0.0,21.0,0.0,0.0,0.0,no,preventive,32.7,5.2,8,6,82.6,skilled,13.1,0.0,no,no,20.1,SUP-001,2157.0,4.35,0.95,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7843,97.8949,170.3,2.747,47.2,14.9,,8.2,71.5,999.87,1810.25,28.15,0.0,7.04,100,6870.0,1381.04,45.3,73.9285
MFG-LINE-PLT-004-01,PLT-004,WC-013,SHF-PLT-004-20200316-1,2020-03-16,1,456.3,PRD-2020-SKU-08222,industrial_machinery,WO-2020-45278,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,235.981,11.799,212.17,390.02,236.82,255.45,0.05,WC-010,242.76,93.52,WC-003,218.79,130,102,101,1,0,1,15.12,17.19,0.8796,99.9442,102,0.2,0,-21.54,0.83,456.3,404.7,0.8869,0.8797,0.9902,0.7725,24.48,31.69,51.6,13.9,1,idling_minor_stops,good,performance_loss,0.0,0,51.6,0.0,4,114.1,12.9,23.1,no,18.7,23.1,0.0,6.6,3.3,0.0,no,preventive,28.6,5.2,19,16,66.0,skilled,13.3,0.0,yes,no,49.7,SUP-078,558.0,4.76,1.09,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9442,97.1223,202.2,2.002,45.0,15.5,,8.7,84.9,7839.4,10520.23,52.84,0.0,13.21,100,5160.0,1045.21,32.0,235.1417
MFG-LINE-PLT-009-01,PLT-009,WC-024,SHF-PLT-009-20201027-2,2020-10-27,2,444.8,PRD-2020-SKU-02994,automotive_body,WO-2020-99481,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,76.526,9.183,69.66,96.82,81.48,91.68,0.12,WC-009,83.25,98.9,WC-010,19.21,424,302,301,1,0,1,46.97,57.32,0.8194,99.9667,302,0.8,2,-28.77,40.6,444.8,405.8,0.9123,0.7789,0.9967,0.7082,21.88,30.89,39.0,85.7,1,reduced_speed,good,performance_loss,20.0,1,39.0,0.0,3,148.3,13.0,13.7,no,13.1,0.0,13.7,0.0,0.0,12.2,no,preventive,28.2,3.6,1,1,77.8,skilled,1.0,0.0,no,no,58.2,SUP-121,333.0,4.9,1.13,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9667,97.9276,751.6,2.497,132.4,77.1,15.0,8.0,315.7,274.57,250.34,62.13,0.0,15.53,200,7800.0,1575.53,27.8,64.0803
MFG-LINE-PLT-010-02,PLT-010,WC-015,SHF-PLT-010-20230320-2,2023-03-20,2,471.7,PRD-2023-SKU-08612,industrial_machinery,WO-2023-62101,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,342.069,64.651,291.51,532.16,305.35,448.74,0.189,WC-002,427.12,99.9,WC-001,329.69,97,73,72,1,0,1,10.49,12.38,0.8473,99.8358,73,2.1,6,-24.74,0.83,471.7,417.4,0.8849,0.8479,0.9863,0.74,24.24,32.76,54.3,13.1,1,reduced_speed,good,performance_loss,0.0,0,54.3,0.0,3,157.2,18.1,24.8,no,24.8,29.5,0.0,0.0,0.0,0.0,no,preventive,32.7,5.7,13,11,67.5,skilled,14.4,0.0,no,no,50.1,SUP-043,1642.0,4.44,0.98,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8358,97.063,251.7,3.496,43.9,13.6,,7.7,105.7,1592.15,3463.14,28.62,0.0,7.16,100,5430.0,1093.16,39.3,99.2299
MFG-LINE-PLT-008-01,PLT-008,WC-023,SHF-PLT-008-20240828-1,2024-08-28,1,429.2,PRD-2024-SKU-03267,medical_devices,WO-2024-99288,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,144.664,17.36,123.67,326.86,141.2,173.31,0.12,WC-002,151.69,95.32,WC-003,113.05,225,175,174,1,0,1,24.84,31.61,0.7858,99.9665,175,2.6,5,-22.22,1.87,429.2,422.7,0.9849,0.786,0.9943,0.7697,22.94,29.8,6.5,47.6,1,reduced_speed,good,performance_loss,0.0,0,6.5,0.0,1,429.2,6.5,6.5,no,0.0,0.0,0.0,0.0,6.5,0.0,no,preventive,7.3,6.7,14,13,87.8,semi_skilled,3.7,0.0,no,no,58.4,SUP-187,335.0,4.9,1.13,1.21,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9665,97.9855,103.9,0.597,22.8,6.9,,9.0,43.6,4836.25,6818.12,27.1,0.0,6.78,250,1625.0,331.78,54.2,94.2349
MFG-LINE-PLT-010-01,PLT-010,WC-007,SHF-PLT-010-20201201-3,2020-12-01,3,421.1,PRD-2020-SKU-09123,industrial_machinery,WO-2020-87006,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,395.681,31.654,365.97,1104.76,407.24,447.91,0.08,WC-001,428.2,98.38,WC-003,382.81,90,51,50,1,0,1,9.03,12.87,0.7016,99.7987,51,1.9,6,-43.33,0.71,421.1,338.9,0.8048,0.7015,0.9804,0.5535,16.19,29.24,82.2,21.7,1,idling_minor_stops,average,performance_loss,0.0,0,82.2,0.0,5,84.2,16.4,30.6,yes,66.1,4.0,12.0,0.0,0.0,0.0,no,corrective,19.7,5.6,12,10,93.9,semi_skilled,15.1,0.0,no,yes,38.8,SUP-010,2013.0,4.38,0.96,1.03,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7987,97.4684,155.8,3.117,43.7,13.6,,7.9,65.4,1274.07,2464.56,42.05,0.0,10.51,100,8220.0,1654.51,70.4,117.6636
MFG-LINE-PLT-003-02,PLT-003,WC-031,SHF-PLT-003-20231022-1,2023-10-22,1,442.5,PRD-2023-SKU-08301,electronics_pcb,WO-2023-20501,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.617,4.634,36.62,75.56,36.34,46.26,0.12,WC-001,37.49,88.26,WC-001,0.0,726,622,621,1,0,1,93.14,98.63,0.9443,99.9454,622,0.6,1,-14.33,84.21,442.5,400.7,0.9055,0.9443,0.9984,0.8538,26.24,30.73,41.8,36.7,1,setup_adjustment,world_class,availability_loss,0.0,0,41.8,0.0,3,147.5,13.9,15.8,no,0.0,15.8,0.0,13.7,12.4,0.0,no,preventive,24.8,5.5,1,1,70.2,expert,11.8,0.0,no,yes,79.6,SUP-018,546.0,4.77,1.09,1.24,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9454,97.1496,573.2,0.923,105.4,83.6,,7.7,240.7,393.11,537.35,6.12,0.0,1.53,150,6270.0,1255.53,34.7,7.6282
MFG-LINE-PLT-009-01,PLT-009,WC-026,SHF-PLT-009-20221011-2,2022-10-11,2,438.5,PRD-2022-SKU-09507,automotive_body,WO-2022-48234,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,85.964,10.316,79.23,153.2,89.0,102.99,0.12,WC-005,95.5,99.9,WC-006,28.64,418,213,212,1,0,1,41.77,57.32,0.7287,99.9354,213,4.0,15,-49.04,1.71,438.5,378.4,0.8629,0.5891,0.9953,0.506,15.41,30.45,60.1,148.6,1,idling_minor_stops,average,performance_loss,72.4,2,60.1,0.0,4,109.6,15.0,38.3,yes,38.3,0.0,12.6,7.1,2.2,0.0,no,corrective,28.2,5.8,20,17,63.7,semi_skilled,12.0,0.0,no,no,62.8,SUP-058,646.0,4.72,1.07,1.08,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9354,97.8951,608.9,2.872,112.4,91.3,12.2,7.7,255.7,2662.45,6071.9,59.72,0.0,14.93,200,12020.0,2418.93,30.8,101.2015
MFG-LINE-PLT-006-01,PLT-006,WC-040,SHF-PLT-006-20230616-2,2023-06-16,2,440.7,PRD-2023-SKU-08612,food_beverage,WO-2023-58716,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,30.177,3.621,27.45,41.98,31.4,36.15,0.12,WC-007,33.37,99.9,WC-011,0.0,1073,534,533,1,0,1,119.12,146.34,0.814,99.8623,534,0.4,0,-50.23,3.46,440.7,269.0,0.6104,0.814,0.9981,0.4959,15.18,30.6,171.7,122.0,1,equipment_failure,poor,availability_loss,0.0,0,171.7,0.0,5,88.1,34.3,104.5,yes,152.3,0.0,0.0,19.4,0.0,0.0,no,preventive,33.4,5.0,23,21,84.1,skilled,8.0,1.2,no,no,21.4,SUP-085,1377.0,4.49,1.0,1.01,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8623,98.51,198.3,0.372,52.6,11.2,,8.1,83.3,4125.0,5786.61,3.69,0.0,0.92,80,13736.0,2748.12,60.2,22.2928
MFG-LINE-PLT-002-03,PLT-002,WC-029,SHF-PLT-002-20211116-1,2021-11-16,1,444.2,PRD-2021-SKU-09564,electronics_pcb,WO-2021-63700,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.99,2.45,43.17,103.84,48.9,53.03,0.05,WC-007,51.72,95.97,WC-005,0.0,609,488,487,1,0,1,73.37,82.38,0.8906,99.9618,488,0.7,2,-19.87,32.89,444.2,411.3,0.9259,0.8641,0.998,0.7985,24.63,30.85,32.9,76.8,1,idling_minor_stops,good,performance_loss,12.3,1,32.9,0.0,3,148.1,11.0,14.2,no,0.0,11.6,7.0,0.0,0.0,14.2,no,corrective,13.3,5.6,3,2,69.0,skilled,6.2,0.0,no,no,24.0,SUP-196,382.0,4.87,1.12,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9618,97.2191,403.7,0.829,85.2,36.3,,7.9,169.6,874.03,2107.36,10.93,0.0,2.73,150,4935.0,989.73,72.1,17.0744
MFG-LINE-PLT-005-02,PLT-005,WC-044,SHF-PLT-005-20240913-1,2024-09-13,1,457.1,PRD-2024-SKU-09269,automotive_body,WO-2024-29613,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,75.638,6.051,66.14,128.18,74.84,85.62,0.08,WC-002,78.64,94.52,WC-006,0.0,577,284,283,1,0,1,47.49,75.79,0.6266,99.9617,284,3.1,10,-50.78,2.86,457.1,399.0,0.8729,0.5635,0.9965,0.4902,15.56,31.74,58.1,220.0,1,reduced_speed,poor,performance_loss,40.2,1,58.1,0.0,3,152.4,19.4,24.1,no,45.2,0.0,13.0,0.0,0.0,0.0,no,corrective,1.3,7.6,14,13,72.0,trainee,0.4,0.0,no,no,70.8,SUP-096,383.0,4.86,1.12,1.14,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9617,97.9379,940.1,3.322,209.8,72.4,18.8,7.3,394.8,2322.01,3533.25,27.53,0.0,6.88,200,11620.0,2330.88,25.6,48.3172
MFG-LINE-PLT-003-02,PLT-003,WC-022,SHF-PLT-003-20211031-2,2021-10-31,2,432.2,PRD-2021-SKU-01432,electronics_pcb,WO-2021-89939,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,49.241,5.909,46.41,68.96,50.31,58.99,0.12,WC-001,49.17,90.78,WC-001,0.0,709,475,474,1,0,1,73.05,98.63,0.7406,99.86,475,1.0,3,-33.0,7.31,432.2,390.1,0.9026,0.7407,0.9979,0.6671,20.02,30.02,42.1,166.3,1,idling_minor_stops,average,performance_loss,0.0,0,42.1,0.0,4,108.1,10.5,15.6,no,10.3,25.2,0.0,6.6,0.0,0.0,no,corrective,24.8,4.5,10,9,77.7,semi_skilled,6.0,0.0,no,no,55.9,SUP-020,1400.0,4.49,1.0,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.86,97.9861,335.6,0.708,81.4,26.4,,8.2,141.0,2685.1,4083.59,12.18,0.0,3.04,150,6315.0,1266.04,52.0,26.4856
MFG-LINE-PLT-003-02,PLT-003,WC-015,SHF-PLT-003-20210310-1,2021-03-10,1,456.7,PRD-2021-SKU-03558,electronics_pcb,WO-2021-07743,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,62.242,7.469,53.32,113.69,60.51,74.57,0.12,WC-001,55.35,80.84,WC-001,0.0,749,227,226,1,0,1,57.82,98.63,0.5862,99.797,227,3.3,7,-69.69,4.95,456.7,257.8,0.5645,0.5357,0.9956,0.3011,9.55,31.71,198.9,196.7,1,idling_minor_stops,poor,performance_loss,22.2,1,198.9,0.0,7,65.2,28.4,56.1,yes,132.5,53.2,13.2,0.0,0.0,0.0,no,preventive,24.8,3.9,7,6,76.4,trainee,6.1,0.0,no,no,82.9,SUP-132,2030.0,4.37,0.96,1.0,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.797,98.7829,107.8,0.477,27.0,13.2,,8.8,45.3,2497.54,4577.86,12.76,0.0,3.19,150,29835.0,5970.19,56.1,44.1235
MFG-LINE-PLT-005-05,PLT-005,WC-044,SHF-PLT-005-20240710-1,2024-07-10,1,453.6,PRD-2024-SKU-07872,automotive_body,WO-2024-64541,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.325,2.11,66.73,84.57,69.92,73.81,0.03,WC-001,71.96,93.02,WC-002,11.3,446,234,233,1,0,1,51.16,59.02,0.8668,99.9816,234,1.7,4,-47.53,4.4,453.6,348.5,0.7683,0.6825,0.9957,0.5222,16.45,31.5,105.1,108.8,1,idling_minor_stops,average,performance_loss,74.1,4,105.1,0.0,3,151.2,35.0,59.6,yes,0.0,33.3,12.2,0.0,0.0,59.6,no,preventive,23.7,4.2,8,7,84.1,skilled,9.9,0.0,yes,no,82.5,SUP-117,184.0,5.06,1.19,1.29,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9816,99.8302,548.0,2.352,119.0,37.5,11.0,8.1,230.2,3313.66,7512.85,24.49,0.0,6.12,200,21020.0,4210.12,66.3,71.0608
MFG-LINE-PLT-010-01,PLT-010,WC-013,SHF-PLT-010-20210823-1,2021-08-23,1,446.8,PRD-2021-SKU-02556,industrial_machinery,WO-2021-40579,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,352.747,28.22,327.72,907.65,371.16,399.31,0.08,WC-001,361.8,93.24,WC-002,339.88,95,64,63,1,0,1,10.12,12.87,0.7863,99.8248,64,1.1,2,-32.63,4.23,446.8,406.6,0.91,0.7337,0.9844,0.6573,20.39,31.03,40.2,23.2,1,idling_minor_stops,average,performance_loss,27.3,3,40.2,0.0,3,148.9,13.4,14.6,no,14.6,25.6,0.0,0.0,0.0,0.0,no,preventive,19.7,5.8,3,2,83.3,semi_skilled,7.0,0.0,no,no,34.1,SUP-053,1752.0,4.42,0.97,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8248,96.8493,232.8,3.696,45.2,29.5,,7.5,97.8,628.79,1143.74,62.98,0.0,15.74,100,4020.0,819.74,52.7,92.1151
MFG-LINE-PLT-009-02,PLT-009,WC-039,SHF-PLT-009-20210526-2,2021-05-26,2,440.6,PRD-2021-SKU-05833,automotive_body,WO-2021-27262,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.88,1.894,32.44,89.53,38.07,41.01,0.05,WC-002,38.51,92.43,WC-001,0.0,800,506,505,1,0,1,94.97,109.09,0.8706,99.9838,506,3.5,13,-36.75,5.29,440.6,403.1,0.9149,0.6904,0.998,0.6304,19.29,30.6,37.5,226.9,1,idling_minor_stops,average,performance_loss,83.4,2,37.5,0.0,1,440.6,37.5,37.5,yes,0.0,0.0,0.0,0.0,0.0,37.5,no,corrective,14.2,7.6,16,13,67.0,skilled,12.7,0.0,no,no,39.1,SUP-076,162.0,5.1,1.2,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9838,99.2737,1152.4,2.282,296.7,64.4,23.0,8.2,484.0,5822.03,11279.37,34.2,0.0,8.55,200,7500.0,1508.55,49.3,68.1319
MFG-LINE-PLT-008-01,PLT-008,WC-023,SHF-PLT-008-20210805-1,2021-08-05,1,444.7,PRD-2021-SKU-07111,medical_devices,WO-2021-91053,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,145.61,17.473,135.73,308.98,143.47,174.44,0.12,WC-003,149.61,93.4,WC-001,114.0,234,164,163,1,0,1,24.63,31.61,0.7792,99.9791,164,2.7,6,-29.91,3.14,444.7,399.5,0.8984,0.7793,0.9939,0.6958,21.49,30.88,45.2,46.4,1,reduced_speed,average,performance_loss,0.0,0,45.2,0.0,2,222.4,22.6,40.2,yes,40.2,0.0,0.0,0.0,5.0,0.0,no,corrective,7.3,6.3,8,7,64.5,semi_skilled,0.4,0.0,no,yes,16.0,SUP-098,209.0,5.03,1.18,1.27,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9791,97.4242,298.9,1.834,79.3,30.7,,6.9,125.5,1392.6,2488.44,27.15,0.0,6.79,250,11300.0,2266.79,47.2,51.1266
MFG-LINE-PLT-010-02,PLT-010,WC-038,SHF-PLT-010-20200717-1,2020-07-17,1,463.0,PRD-2020-SKU-09449,industrial_machinery,WO-2020-48865,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,311.344,55.575,284.13,926.68,336.67,403.04,0.178,WC-003,340.46,99.41,WC-002,298.96,94,81,80,1,0,1,11.53,12.38,0.9313,99.2728,81,0.0,0,-13.83,10.37,463.0,421.3,0.9099,0.932,0.9877,0.8376,26.93,32.16,41.7,5.9,1,setup_adjustment,good,availability_loss,0.0,0,41.7,0.0,4,115.8,10.4,19.9,no,0.0,29.7,0.0,5.1,6.9,0.0,no,preventive,32.7,5.7,1,1,60.5,multi_skilled,7.3,0.0,no,no,67.3,SUP-028,7272.0,3.94,0.81,0.91,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.2728,96.4873,328.5,4.106,76.0,19.3,,7.3,138.0,357.1,510.05,39.24,0.0,9.81,100,4170.0,843.81,33.3,50.5699
MFG-LINE-PLT-010-02,PLT-010,WC-003,SHF-PLT-010-20211113-1,2021-11-13,1,432.0,PRD-2021-SKU-07743,industrial_machinery,WO-2021-85893,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,331.289,62.614,311.93,400.43,304.81,434.6,0.189,WC-001,355.78,97.63,WC-004,318.91,88,64,63,1,0,1,10.83,12.38,0.8748,99.6337,64,3.2,8,-27.27,0.55,432.0,367.1,0.8498,0.8452,0.9844,0.707,21.21,30.0,64.9,11.7,1,reduced_speed,good,performance_loss,12.6,1,64.9,0.0,4,108.0,16.2,22.9,no,33.9,8.1,0.0,0.0,0.0,22.9,no,preventive,32.7,5.8,19,16,71.3,skilled,11.7,0.0,no,no,17.3,SUP-194,3663.0,4.18,0.89,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6337,97.4417,188.6,2.993,40.3,25.3,,8.0,79.2,3980.42,6471.22,29.26,0.0,7.32,100,6490.0,1305.32,68.5,195.6235
MFG-LINE-PLT-008-02,PLT-008,WC-001,SHF-PLT-008-20230610-3,2023-06-10,3,421.7,PRD-2023-SKU-04016,medical_devices,WO-2023-52608,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,54.466,4.357,46.75,71.15,53.35,61.66,0.08,WC-004,58.39,97.45,WC-002,0.0,653,394,393,1,0,1,66.04,93.02,0.71,99.9678,394,2.2,6,-39.66,4.3,421.7,392.1,0.9298,0.6481,0.9975,0.601,17.6,29.29,29.6,213.9,1,idling_minor_stops,average,performance_loss,34.2,1,29.6,0.0,3,140.6,9.9,12.4,no,10.2,19.4,0.0,0.0,0.0,0.0,no,preventive,8.4,6.7,16,13,94.3,semi_skilled,13.4,0.0,yes,no,60.7,SUP-165,322.0,4.91,1.14,1.25,contamination,functional_failure,automated_vision,no,no,no,no,99.9678,97.8871,321.9,0.819,89.3,46.8,,8.6,135.2,2662.99,6078.2,26.08,0.0,6.52,250,7400.0,1486.52,41.6,48.3886
MFG-LINE-PLT-008-02,PLT-008,WC-002,SHF-PLT-008-20201203-2,2020-12-03,2,472.7,PRD-2020-SKU-06169,medical_devices,WO-2020-27862,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,52.902,4.232,47.29,154.0,53.66,59.88,0.08,WC-005,56.39,96.91,WC-006,0.0,732,411,410,1,0,1,67.9,93.02,0.73,99.9453,411,0.8,1,-43.85,2.89,472.7,447.6,0.9469,0.5923,0.9976,0.5595,18.36,32.82,25.1,282.9,1,reduced_speed,average,performance_loss,84.4,2,25.1,0.0,1,472.7,25.1,25.1,no,0.0,25.1,0.0,0.0,0.0,0.0,no,corrective,8.4,5.8,19,18,76.0,semi_skilled,2.1,0.1,no,no,20.2,SUP-014,547.0,4.77,1.09,1.13,contamination,functional_failure,automated_vision,yes,no,no,no,99.9453,99.1373,831.5,2.028,172.4,55.0,,6.6,349.2,4622.69,7065.54,52.36,0.0,13.09,250,6275.0,1268.09,73.4,80.9956
MFG-LINE-PLT-004-05,PLT-004,WC-046,SHF-PLT-004-20200625-1,2020-06-25,1,438.0,PRD-2020-SKU-04348,industrial_machinery,WO-2020-99048,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,172.213,8.611,161.45,378.96,170.09,186.42,0.05,WC-003,178.28,94.11,WC-005,148.42,173,135,134,1,0,1,20.77,23.79,0.8731,99.9079,135,1.2,4,-21.97,2.29,438.0,433.9,0.9906,0.7846,0.9926,0.7715,23.46,30.41,4.1,37.1,1,idling_minor_stops,good,performance_loss,43.9,1,4.1,0.0,1,438.0,4.1,4.1,no,0.0,0.0,0.0,4.1,0.0,0.0,no,corrective,3.8,7.0,10,8,87.2,skilled,12.4,0.0,no,yes,53.6,SUP-128,921.0,4.61,1.04,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9079,98.1259,367.8,2.745,74.0,48.1,,8.2,154.5,1249.45,2436.93,66.3,0.0,16.57,100,410.0,98.57,41.4,94.3051
MFG-LINE-PLT-002-02,PLT-002,WC-002,SHF-PLT-002-20240723-2,2024-07-23,2,443.8,PRD-2024-SKU-09207,electronics_pcb,WO-2024-17639,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.826,0.445,13.42,21.01,14.84,15.56,0.03,WC-004,15.11,92.64,WC-010,0.0,2075,1281,1278,3,1,2,242.68,281.25,0.8629,99.7741,1282,0.3,0,-38.27,43.2,443.8,443.8,1.0,0.6158,0.9977,0.6144,18.93,30.82,0.0,799.2,3,idling_minor_stops,average,performance_loss,127.1,3,0.0,0.0,0,443.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.4,5,4,75.7,skilled,6.5,0.0,no,yes,38.2,SUP-113,2259.0,4.34,0.95,0.97,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.7741,98.4756,1228.2,0.961,280.1,79.3,,7.6,515.8,952.97,1736.06,19.09,19.09,9.54,150,0.0,28.63,59.9,21.2389
MFG-LINE-PLT-008-01,PLT-008,WC-029,SHF-PLT-008-20211104-3,2021-11-04,3,434.9,PRD-2021-SKU-08042,medical_devices,WO-2021-50764,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,139.613,16.754,128.45,392.87,139.69,167.26,0.12,WC-002,150.0,97.68,WC-001,108.0,228,86,85,1,0,1,25.52,31.61,0.8073,99.9607,86,0.4,1,-62.28,0.53,434.9,239.6,0.5509,0.6815,0.9884,0.3711,11.21,30.2,195.3,40.2,1,setup_adjustment,poor,availability_loss,37.4,1,195.3,0.0,5,87.0,39.1,71.2,yes,187.8,0.0,7.5,0.0,0.0,0.0,no,preventive,7.3,7.0,24,22,65.3,skilled,7.8,0.0,no,no,36.6,SUP-123,393.0,4.86,1.12,1.24,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9607,99.7489,161.6,1.901,35.4,14.3,,6.8,67.9,6505.29,11592.28,15.55,0.0,3.89,250,48825.0,9768.89,56.5,228.6455
MFG-LINE-PLT-010-03,PLT-010,WC-040,SHF-PLT-010-20220319-3,2022-03-19,3,449.5,PRD-2022-SKU-01941,industrial_machinery,WO-2022-83221,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,49.63,5.956,42.47,74.52,50.49,59.46,0.12,WC-007,54.21,99.29,WC-001,0.0,771,420,418,2,0,2,72.54,103.45,0.7012,99.588,420,7.3,19,-45.53,6.97,449.5,367.1,0.8167,0.6635,0.9952,0.5393,16.84,31.22,82.4,213.0,2,reduced_speed,average,performance_loss,19.7,1,82.4,0.0,6,74.9,13.7,32.9,yes,32.9,19.4,0.0,7.5,3.3,19.3,no,corrective,29.1,5.1,11,8,93.1,semi_skilled,22.0,0.0,no,no,81.9,SUP-118,4120.0,4.14,0.88,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.588,97.4129,1496.9,3.581,346.2,100.3,,7.6,628.7,2909.49,2888.73,30.9,0.0,15.45,100,8240.0,1663.45,59.3,44.9192
MFG-LINE-PLT-010-02,PLT-010,WC-014,SHF-PLT-010-20230408-2,2023-04-08,2,433.8,PRD-2023-SKU-07898,industrial_machinery,WO-2023-34836,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,340.111,60.71,322.68,556.23,351.77,440.28,0.178,WC-003,382.12,99.9,WC-005,327.73,89,63,62,1,0,1,10.47,12.38,0.8457,99.6459,63,1.1,3,-29.21,0.43,433.8,361.0,0.8322,0.8462,0.9841,0.693,20.87,30.12,72.8,11.5,1,equipment_failure,average,availability_loss,0.0,0,72.8,0.0,3,144.6,24.3,35.9,yes,42.2,0.0,0.0,0.0,0.0,30.5,no,predictive,32.7,4.5,21,20,66.4,multi_skilled,3.5,1.5,no,no,78.0,SUP-196,3541.0,4.19,0.9,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.6459,97.9273,184.8,2.98,42.0,11.4,,8.0,77.6,4710.46,11409.97,21.09,0.0,5.27,100,7280.0,1461.27,70.6,281.4371
MFG-LINE-PLT-004-02,PLT-004,WC-003,SHF-PLT-004-20240809-1,2024-08-09,1,441.1,PRD-2024-SKU-05843,industrial_machinery,WO-2024-22284,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,251.267,47.49,217.09,473.87,239.84,329.63,0.189,WC-001,259.27,93.8,WC-002,235.27,117,92,91,1,0,1,14.31,16.0,0.8944,99.7253,92,0.3,0,-21.37,0.62,441.1,400.2,0.9073,0.862,0.9891,0.7736,23.7,30.63,40.9,14.7,1,idling_minor_stops,good,performance_loss,14.6,1,40.9,0.0,4,110.3,10.2,15.3,no,0.0,7.1,11.6,7.0,0.0,15.3,no,preventive,6.1,6.0,21,20,90.7,skilled,4.6,0.1,no,no,49.3,SUP-154,2747.0,4.28,0.93,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7253,98.1594,166.1,1.825,35.9,12.8,,8.8,69.8,4767.65,11913.7,50.43,0.0,12.61,100,4090.0,830.61,74.5,234.2957
MFG-LINE-PLT-002-03,PLT-002,WC-045,SHF-PLT-002-20220405-3,2022-04-05,3,478.5,PRD-2022-SKU-03069,electronics_pcb,WO-2022-68024,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,54.728,2.736,46.62,148.27,55.15,59.24,0.05,WC-009,56.82,94.38,WC-002,0.0,654,395,393,2,0,2,65.64,82.38,0.7968,99.5931,395,1.2,2,-39.6,4.11,478.5,405.4,0.8472,0.7097,0.9949,0.5982,19.88,33.23,73.1,161.6,2,reduced_speed,average,performance_loss,44.3,1,73.1,0.0,4,119.6,18.3,26.9,no,0.0,0.0,26.7,0.0,19.6,26.9,no,predictive,13.3,6.5,13,12,70.6,skilled,5.1,0.0,no,no,86.1,SUP-031,4069.0,4.15,0.88,0.97,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.5931,99.4731,487.7,1.241,87.7,28.7,,6.9,204.8,2860.99,4871.23,11.36,0.0,5.68,150,10965.0,2198.68,39.0,31.0927
MFG-LINE-PLT-009-02,PLT-009,WC-004,SHF-PLT-009-20210220-2,2021-02-20,2,422.9,PRD-2021-SKU-03776,automotive_body,WO-2021-56934,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.097,1.955,36.28,78.81,38.52,42.32,0.05,WC-002,39.17,91.08,WC-001,0.0,768,444,443,1,0,1,92.01,109.09,0.8434,99.9893,444,0.8,2,-42.19,62.85,422.9,367.2,0.8683,0.6651,0.9977,0.5762,16.92,29.37,55.7,223.6,1,reduced_speed,average,performance_loss,77.7,2,55.7,0.0,4,105.7,13.9,17.7,no,44.2,0.0,0.0,11.5,0.0,0.0,no,predictive,14.2,7.4,1,1,90.0,skilled,5.7,1.4,no,no,64.5,SUP-017,107.0,5.2,1.23,1.38,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9893,99.5124,1092.4,2.466,213.3,94.2,21.8,8.0,458.8,367.67,904.72,17.96,0.0,4.49,200,11140.0,2232.49,63.2,20.8728
MFG-LINE-PLT-003-04,PLT-003,WC-021,SHF-PLT-003-20240428-1,2024-04-28,1,428.3,PRD-2024-SKU-03428,electronics_pcb,WO-2024-01416,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,28.473,1.424,26.38,79.28,28.91,30.82,0.05,WC-002,29.27,93.45,WC-007,0.0,947,902,901,1,0,1,126.35,132.84,0.9511,99.8992,902,0.6,1,-4.75,14.02,428.3,428.3,1.0,0.9512,0.9989,0.9501,28.26,29.74,0.0,46.3,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,428.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,11.0,6.6,10,9,78.0,expert,1.7,1.4,no,yes,13.6,SUP-117,1008.0,4.59,1.03,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8992,97.2924,760.4,0.844,148.6,44.0,,7.9,319.4,3638.95,8374.06,5.36,0.0,1.34,150,0.0,1.34,66.9,18.6989
MFG-LINE-PLT-002-02,PLT-002,WC-039,SHF-PLT-002-20210428-3,2021-04-28,3,473.0,PRD-2021-SKU-06552,electronics_pcb,WO-2021-33612,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.12,0.424,12.63,24.56,13.93,14.82,0.03,WC-001,14.4,92.69,WC-008,0.0,2216,1708,1707,1,0,1,254.93,281.25,0.9064,99.9803,1708,0.5,1,-22.92,11.4,473.0,429.8,0.9087,0.8478,0.9994,0.7699,25.29,32.85,43.2,306.6,1,idling_minor_stops,good,performance_loss,27.8,1,43.2,0.0,2,236.5,21.6,27.8,no,0.0,27.8,15.4,0.0,0.0,0.0,no,preventive,2.0,8.0,23,19,79.0,expert,15.8,0.0,no,no,79.1,SUP-100,197.0,5.04,1.18,1.35,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9803,97.9681,1596.0,0.935,310.9,197.8,,7.7,670.3,4783.08,11392.47,8.1,0.0,2.02,150,6480.0,1298.02,51.0,17.5808
MFG-LINE-PLT-008-02,PLT-008,WC-036,SHF-PLT-008-20200409-1,2020-04-09,1,455.7,PRD-2020-SKU-07033,medical_devices,WO-2020-99814,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,42.718,3.417,37.71,59.18,41.66,48.36,0.08,WC-006,42.93,91.36,WC-002,0.0,706,538,537,1,0,1,84.12,93.02,0.9043,99.99,538,1.2,4,-23.8,7.86,455.7,383.7,0.842,0.9043,0.9981,0.76,24.05,31.65,72.0,56.9,1,equipment_failure,good,availability_loss,0.0,0,72.0,0.0,3,151.9,24.0,38.1,yes,38.1,12.5,0.0,0.0,0.0,21.4,no,corrective,8.4,7.3,11,9,87.9,skilled,10.8,0.0,no,no,52.8,SUP-058,81.0,5.27,1.26,1.33,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.8867,786.2,1.464,176.6,77.7,,7.6,330.2,3054.78,4958.78,21.45,0.0,5.36,250,18000.0,3605.36,57.3,36.4128
MFG-LINE-PLT-004-04,PLT-004,WC-006,SHF-PLT-004-20230727-2,2023-07-27,2,428.6,PRD-2023-SKU-05032,industrial_machinery,WO-2023-19274,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,315.388,55.193,274.42,550.74,308.85,406.46,0.175,WC-002,294.39,84.86,WC-001,302.96,88,68,67,1,0,1,11.31,12.43,0.9099,99.6409,68,0.7,1,-22.73,0.78,428.6,380.2,0.8871,0.8635,0.9853,0.7547,22.46,29.77,48.4,10.7,1,idling_minor_stops,good,performance_loss,19.3,1,48.4,0.0,4,107.2,12.1,21.4,no,0.0,36.5,0.0,7.7,4.2,0.0,no,preventive,24.6,6.7,14,12,89.4,expert,13.7,0.4,no,no,83.4,SUP-059,3591.0,4.19,0.9,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6409,99.1774,236.6,3.531,62.3,27.0,,7.6,99.4,5113.09,11811.95,41.85,0.0,10.46,100,4840.0,978.46,32.6,295.0872
MFG-LINE-PLT-003-03,PLT-003,WC-036,SHF-PLT-003-20221128-1,2022-11-28,1,466.8,PRD-2022-SKU-08736,electronics_pcb,WO-2022-78302,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.843,0.542,9.62,21.44,10.86,11.74,0.05,WC-002,11.07,92.84,WC-001,0.0,2916,1803,1802,1,0,1,331.9,375.0,0.8851,99.9766,1803,0.8,2,-38.17,12.19,431.9,335.9,0.7777,0.8589,0.9994,0.6676,20.02,29.99,96.0,296.2,1,setup_adjustment,average,availability_loss,44.8,3,96.0,34.9,7,66.7,13.7,22.5,no,66.3,0.0,20.0,0.0,9.6,0.0,yes,preventive,16.8,5.8,21,19,91.5,skilled,8.4,0.0,no,no,83.2,SUP-163,234.0,5.0,1.17,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9766,98.1727,2009.2,1.115,467.5,176.9,,7.2,843.9,8907.82,15003.31,9.98,0.0,2.5,150,14400.0,2882.5,36.7,23.2548
MFG-LINE-PLT-005-05,PLT-005,WC-042,SHF-PLT-005-20210725-2,2021-07-25,2,469.3,PRD-2021-SKU-01233,automotive_body,WO-2021-73781,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,72.244,2.167,64.8,91.27,72.32,75.82,0.03,WC-002,74.4,93.63,WC-003,13.22,461,256,255,1,0,1,49.73,59.02,0.8426,99.9855,256,1.6,3,-44.47,2.04,469.3,383.2,0.8165,0.6792,0.9961,0.5524,18.0,32.59,86.1,120.9,1,idling_minor_stops,average,performance_loss,74.3,3,86.1,0.0,3,156.4,28.7,55.9,yes,19.2,0.0,0.0,11.0,0.0,55.9,no,emergency,23.7,5.6,18,16,82.4,skilled,5.9,0.0,no,no,31.5,SUP-191,145.0,5.12,1.21,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9855,99.0803,554.1,2.173,107.7,79.8,11.1,8.3,232.7,2497.36,5578.17,25.21,0.0,6.3,200,17220.0,3450.3,57.1,56.9776
MFG-LINE-PLT-006-02,PLT-006,WC-006,SHF-PLT-006-20220702-1,2022-07-02,1,433.4,PRD-2022-SKU-07287,food_beverage,WO-2022-35138,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.452,0.894,6.54,15.0,7.79,8.93,0.12,WC-004,8.09,98.75,WC-019,0.0,3931,2752,2745,7,2,5,483.0,545.45,0.8855,99.7759,2754,0.1,0,-29.99,19.0,433.4,406.5,0.9379,0.7447,0.9975,0.6967,20.97,30.1,26.9,943.5,7,idling_minor_stops,average,performance_loss,64.6,2,26.9,0.0,2,216.7,13.5,17.9,no,0.0,9.1,17.9,0.0,0.0,0.0,no,preventive,15.5,7.5,22,20,92.6,skilled,6.8,0.0,no,no,30.1,SUP-129,2241.0,4.34,0.95,1.04,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7759,98.9183,1303.9,0.475,278.7,155.7,,7.6,547.6,4365.49,10575.33,5.88,11.76,7.35,80,2152.0,449.51,40.0,11.3379
MFG-LINE-PLT-005-02,PLT-005,WC-039,SHF-PLT-005-20220209-1,2022-02-09,1,436.4,PRD-2022-SKU-01354,automotive_body,WO-2022-35435,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,49.289,3.943,42.71,105.83,49.04,55.79,0.08,WC-001,52.17,96.23,WC-003,0.0,551,531,530,1,0,1,73.01,75.79,0.9633,99.9898,531,0.1,0,-3.63,24.29,397.1,397.1,0.9744,0.9683,0.9986,0.9422,27.52,27.57,0.0,0.0,1,process_defects,world_class,quality_loss,0.0,0,0.0,39.3,0,436.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,1.3,9.8,4,3,79.5,expert,19.5,0.0,yes,no,39.1,SUP-165,102.4,6.0,1.8,1.41,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9898,97.965,1432.1,2.702,338.7,202.3,28.6,7.8,601.5,1290.51,1327.32,32.47,0.0,8.12,200,0.0,8.12,48.2,37.4706
MFG-LINE-PLT-004-07,PLT-004,WC-012,SHF-PLT-004-20240913-2,2024-09-13,2,437.1,PRD-2024-SKU-09574,industrial_machinery,WO-2024-84926,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,232.253,11.613,213.82,432.34,234.02,251.41,0.05,WC-004,236.76,92.67,WC-005,214.2,131,48,47,1,0,1,15.41,18.05,0.8537,99.89,48,0.1,0,-63.36,0.72,437.1,202.7,0.4637,0.7871,0.9792,0.3574,10.85,30.35,234.4,13.0,1,setup_adjustment,poor,availability_loss,15.8,1,234.4,0.0,8,54.6,29.3,119.1,yes,194.5,22.5,6.7,0.0,0.0,10.8,no,preventive,22.9,4.8,10,9,94.2,multi_skilled,3.7,0.0,no,no,51.8,SUP-069,1100.0,4.56,1.02,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.89,96.9184,171.8,3.655,34.2,12.3,,7.6,72.2,1873.02,4521.3,58.64,0.0,14.66,100,23440.0,4702.66,56.2,195.937
MFG-LINE-PLT-002-03,PLT-002,WC-039,SHF-PLT-002-20220606-3,2022-06-06,3,446.5,PRD-2022-SKU-09083,electronics_pcb,WO-2022-29849,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.666,2.533,44.74,109.03,49.84,54.85,0.05,WC-008,53.26,95.56,WC-004,0.0,612,329,328,1,0,1,70.9,82.38,0.8606,99.9482,329,1.7,5,-46.24,3.39,446.5,325.3,0.7285,0.7367,0.997,0.5351,16.59,31.0,121.2,117.6,1,setup_adjustment,average,availability_loss,46.8,2,121.2,0.0,5,89.3,24.2,41.8,yes,113.0,0.0,0.0,8.2,0.0,0.0,no,predictive,13.3,7.3,16,13,69.2,multi_skilled,15.9,0.0,no,no,78.0,SUP-042,518.0,4.78,1.09,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9482,99.3957,355.2,1.083,89.2,25.0,,7.3,149.2,3781.48,3501.31,17.39,0.0,4.35,150,18180.0,3640.35,51.4,39.6466
MFG-LINE-PLT-002-02,PLT-002,WC-005,SHF-PLT-002-20230114-1,2023-01-14,1,446.8,PRD-2023-SKU-08710,electronics_pcb,WO-2023-22499,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.771,0.413,12.11,36.96,13.84,14.45,0.03,WC-010,14.09,93.03,WC-003,0.0,2094,1557,1556,1,0,1,261.33,281.25,0.9292,99.9882,1557,0.7,2,-25.64,13.93,446.8,382.8,0.8568,0.8677,0.9994,0.743,23.05,31.03,64.0,237.4,1,equipment_failure,good,availability_loss,25.3,1,64.0,0.0,3,148.9,21.3,32.1,yes,21.2,42.8,0.0,0.0,0.0,0.0,no,corrective,2.0,5.2,16,15,89.9,expert,5.4,0.0,no,no,23.3,SUP-107,118.0,5.18,1.23,1.3,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9882,98.7211,1671.1,1.074,402.7,176.1,,7.3,701.9,4602.31,8361.87,28.38,0.0,7.09,150,9600.0,1927.09,44.1,36.73
MFG-LINE-PLT-006-02,PLT-006,WC-028,SHF-PLT-006-20230124-2,2023-01-24,2,426.3,PRD-2023-SKU-05236,food_beverage,WO-2023-48989,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,11.128,1.335,9.55,13.49,11.91,13.33,0.12,WC-009,12.29,99.9,WC-003,0.0,3851,1879,1867,12,3,9,323.42,545.45,0.5929,99.3978,1882,2.1,7,-51.21,18.77,382.0,345.1,0.9034,0.599,0.9936,0.5377,14.26,26.53,36.9,1257.9,12,reduced_speed,average,performance_loss,40.8,2,36.9,44.3,1,426.3,36.9,36.9,yes,0.0,36.9,0.0,0.0,0.0,0.0,yes,preventive,15.5,5.7,17,14,78.4,trainee,13.7,0.0,no,no,68.9,SUP-167,6022.0,4.01,0.84,0.95,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.3978,98.7344,778.5,0.417,203.8,41.3,,7.9,327.0,2550.5,6018.92,4.8,14.4,10.8,80,2952.0,615.6,55.0,9.4208
MFG-LINE-PLT-003-05,PLT-003,WC-020,SHF-PLT-003-20220830-2,2022-08-30,2,451.9,PRD-2022-SKU-07894,electronics_pcb,WO-2022-75964,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,51.864,6.224,48.08,151.06,52.66,62.13,0.12,WC-005,53.57,93.91,WC-004,0.0,691,455,453,2,1,1,69.38,92.07,0.7536,99.7362,456,0.2,0,-34.15,4.01,451.9,413.9,0.9159,0.7164,0.9956,0.6533,20.5,31.38,38.0,180.1,2,idling_minor_stops,average,performance_loss,20.4,1,38.0,0.0,2,225.9,19.0,28.4,no,28.4,0.0,0.0,0.0,0.0,9.6,no,predictive,2.5,6.8,18,15,84.4,semi_skilled,14.4,0.0,no,yes,70.1,SUP-030,2638.0,4.29,0.93,1.0,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,no,99.7362,98.2559,426.7,0.942,95.2,31.4,,7.6,179.2,2597.09,5708.6,24.43,24.43,6.11,150,5700.0,1170.54,40.2,42.8727
MFG-LINE-PLT-005-01,PLT-005,WC-015,SHF-PLT-005-20230116-2,2023-01-16,2,469.4,PRD-2023-SKU-02618,automotive_body,WO-2023-46062,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.841,4.901,36.51,63.98,42.36,48.93,0.12,WC-001,44.91,99.9,WC-004,0.0,818,533,532,1,0,1,88.09,104.65,0.8418,99.9735,533,1.1,2,-34.84,5.23,469.4,434.2,0.925,0.7038,0.9981,0.6498,21.18,32.6,35.2,224.3,1,reduced_speed,average,performance_loss,71.2,2,35.2,0.0,3,156.5,11.7,20.6,no,0.0,8.0,0.0,0.0,6.7,20.6,no,predictive,20.8,6.8,15,13,83.4,skilled,13.1,0.7,no,no,77.8,SUP-031,265.0,4.97,1.16,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9735,97.5762,870.4,1.636,167.3,126.3,17.4,8.7,365.6,6393.59,13893.15,56.71,0.0,14.18,200,7040.0,1422.18,72.6,94.9496
MFG-LINE-PLT-008-02,PLT-008,WC-003,SHF-PLT-008-20231230-3,2023-12-30,3,435.4,PRD-2023-SKU-04963,medical_devices,WO-2023-48533,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.252,3.86,42.85,74.74,46.94,54.62,0.08,WC-002,51.47,96.97,WC-006,0.0,675,469,468,1,0,1,74.56,93.02,0.8015,99.99,469,0.1,0,-30.52,5.37,435.4,397.7,0.9134,0.7606,0.9979,0.6932,20.96,30.24,37.7,147.6,1,reduced_speed,average,performance_loss,20.3,1,37.7,0.0,3,145.1,12.6,17.2,no,0.0,37.7,0.0,0.0,0.0,0.0,no,preventive,8.4,5.1,15,12,85.6,skilled,19.7,0.7,no,no,64.6,SUP-055,100.0,5.22,1.24,1.24,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.6279,567.7,1.213,144.9,54.8,,8.0,238.4,1913.74,1915.13,11.28,0.0,2.82,250,9425.0,1887.82,64.6,19.4854
MFG-LINE-PLT-001-01,PLT-001,WC-010,SHF-PLT-001-20220821-1,2022-08-21,1,428.2,PRD-2022-SKU-05248,pharmaceutical,WO-2022-69336,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.733,0.712,20.61,37.84,23.82,24.91,0.03,WC-008,23.99,91.9,WC-010,0.0,1259,923,922,1,0,1,151.6,176.47,0.8591,99.99,923,0.9,2,-26.69,8.61,428.2,407.3,0.9512,0.7706,0.9989,0.7322,21.77,29.73,20.9,274.8,1,reduced_speed,good,performance_loss,42.0,1,20.9,0.0,2,214.1,10.4,10.6,no,0.0,10.3,10.6,0.0,0.0,0.0,no,preventive,26.8,4.8,18,15,68.4,skilled,13.3,1.4,no,no,50.4,SUP-010,42.0,5.43,1.31,1.48,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.1062,1781.3,1.932,407.9,234.1,,7.4,748.1,4626.05,5129.74,35.01,0.0,8.75,300,6270.0,1262.75,51.4,45.6291
MFG-LINE-PLT-004-07,PLT-004,WC-002,SHF-PLT-004-20230820-3,2023-08-20,3,447.8,PRD-2023-SKU-01063,industrial_machinery,WO-2023-29472,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,352.599,17.63,332.85,828.46,345.13,381.69,0.05,WC-003,370.48,95.52,WC-002,334.55,134,25,24,1,0,1,10.07,18.05,0.5579,99.7401,25,0.5,1,-81.34,0.18,447.8,182.9,0.4084,0.4543,0.96,0.1781,5.54,31.1,264.9,30.0,1,setup_adjustment,poor,availability_loss,33.9,3,264.9,0.0,9,49.8,29.4,73.6,yes,159.8,36.4,0.0,3.8,17.1,47.7,no,preventive,22.9,5.7,20,18,86.2,trainee,9.0,0.0,no,no,35.0,SUP-008,2599.0,4.29,0.93,1.01,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7401,98.4602,82.9,3.455,20.3,10.3,,7.7,34.8,4688.56,11418.44,34.89,0.0,8.72,100,26490.0,5306.72,25.2,707.4688
MFG-LINE-PLT-002-04,PLT-002,WC-001,SHF-PLT-002-20231126-2,2023-11-26,2,437.7,PRD-2023-SKU-08180,electronics_pcb,WO-2023-55281,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.97,4.05,17.25,38.09,18.95,25.65,0.213,WC-004,22.18,99.9,WC-003,0.0,1858,1252,1249,3,1,2,189.72,255.32,0.7431,99.7692,1253,0.9,2,-32.62,24.46,437.7,395.9,0.9045,0.7431,0.9976,0.6705,20.38,30.4,41.8,432.8,3,reduced_speed,average,performance_loss,0.0,0,41.8,0.0,3,145.9,13.9,25.1,no,14.7,25.1,0.0,0.0,2.0,0.0,no,preventive,15.6,6.8,8,7,70.4,semi_skilled,4.2,0.0,no,no,85.5,SUP-155,2308.0,4.33,0.94,1.01,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7692,99.5728,1197.8,0.959,244.9,101.8,,7.6,503.1,3144.64,4628.06,8.86,8.86,4.43,150,6270.0,1267.29,67.3,15.1044
MFG-LINE-PLT-010-03,PLT-010,WC-006,SHF-PLT-010-20221208-1,2022-12-08,1,472.9,PRD-2022-SKU-09563,industrial_machinery,WO-2022-32571,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,44.744,5.369,42.16,115.36,43.4,53.6,0.12,WC-007,51.89,99.9,WC-001,0.0,812,460,458,2,1,1,80.44,103.45,0.7776,99.6083,461,2.4,7,-43.35,58.11,472.9,385.3,0.8148,0.6924,0.9957,0.5617,18.45,32.84,87.6,204.4,2,idling_minor_stops,average,performance_loss,42.2,1,87.6,0.0,6,78.8,14.6,29.3,no,9.6,0.0,41.2,36.7,0.0,0.0,no,preventive,29.1,5.8,2,1,80.9,semi_skilled,1.3,0.0,no,yes,46.4,SUP-031,3917.0,4.16,0.89,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6083,98.9583,1336.9,2.919,251.3,185.9,,8.1,561.5,412.07,905.85,117.52,117.52,29.38,100,8760.0,1898.9,37.3,120.9107
MFG-LINE-PLT-004-01,PLT-004,WC-013,SHF-PLT-004-20231025-1,2023-10-25,1,452.2,PRD-2023-SKU-07494,industrial_machinery,WO-2023-03908,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,236.336,11.817,219.41,524.58,234.0,255.83,0.05,WC-010,244.97,94.23,WC-006,219.15,129,57,56,1,0,1,15.05,17.19,0.8755,99.8989,57,2.7,7,-55.81,7.43,452.2,245.8,0.5436,0.8092,0.9825,0.4322,13.57,31.4,206.4,13.4,1,setup_adjustment,poor,availability_loss,18.6,1,206.4,0.0,9,50.2,22.9,67.1,yes,141.6,30.3,26.4,0.0,8.0,0.0,no,corrective,28.6,6.1,2,1,69.1,skilled,1.5,0.4,no,no,22.7,SUP-162,1011.0,4.59,1.03,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8989,99.2245,88.1,1.573,16.1,7.5,,9.0,37.0,476.27,454.83,50.19,0.0,12.55,100,20640.0,4140.55,26.4,67.713
MFG-LINE-PLT-004-04,PLT-004,WC-022,SHF-PLT-004-20210208-1,2021-02-08,1,438.6,PRD-2021-SKU-01519,industrial_machinery,WO-2021-81939,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,474.705,128.764,429.28,1104.01,537.75,687.17,0.271,WC-001,507.76,97.24,WC-002,462.27,90,44,43,1,0,1,7.47,12.43,0.601,99.6332,44,1.2,4,-51.11,0.37,438.6,378.0,0.8618,0.562,0.9773,0.4734,14.42,30.46,60.6,34.3,1,reduced_speed,poor,performance_loss,24.5,3,60.6,0.0,3,146.2,20.2,38.8,yes,0.0,0.0,13.3,8.5,0.0,38.8,no,preventive,24.6,5.5,18,16,74.8,trainee,9.2,0.9,no,no,79.1,SUP-159,3668.0,4.18,0.89,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6332,97.2035,214.2,4.982,57.4,30.6,,6.7,90.0,6725.9,9657.6,39.48,0.0,9.87,100,6060.0,1221.87,63.2,421.4098
MFG-LINE-PLT-004-04,PLT-004,WC-027,SHF-PLT-004-20201004-1,2020-10-04,1,434.3,PRD-2020-SKU-02782,industrial_machinery,WO-2020-76762,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,366.103,78.163,332.12,503.13,349.34,495.07,0.213,WC-002,382.21,94.91,WC-001,353.67,89,52,51,1,0,1,9.83,12.43,0.7908,99.6005,52,0.4,1,-41.57,0.88,434.3,414.2,0.9537,0.6062,0.9808,0.567,17.1,30.16,20.1,33.8,1,reduced_speed,average,performance_loss,96.7,3,20.1,0.0,2,217.2,10.0,10.9,no,0.0,9.2,0.0,0.0,10.9,0.0,no,preventive,24.6,5.7,10,8,83.0,semi_skilled,14.1,0.0,no,yes,29.7,SUP-180,3995.0,4.15,0.88,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,yes,no,99.6005,99.1823,213.5,4.187,47.2,19.0,,7.2,89.7,1865.28,4241.78,35.75,0.0,8.94,100,2010.0,410.94,70.0,156.1973
MFG-LINE-PLT-003-03,PLT-003,WC-003,SHF-PLT-003-20241215-1,2024-12-15,1,466.7,PRD-2024-SKU-04074,electronics_pcb,WO-2024-30819,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.099,0.555,9.94,22.32,11.16,12.01,0.05,WC-001,11.38,93.24,WC-003,0.0,2915,1996,1995,1,0,1,324.3,375.0,0.8648,99.9654,1996,0.8,2,-31.53,15.09,466.7,397.3,0.8513,0.8039,0.9995,0.684,22.17,32.41,69.4,486.9,1,idling_minor_stops,average,performance_loss,28.0,3,69.4,0.0,5,93.3,13.9,23.3,no,21.3,11.3,0.0,0.0,2.7,34.1,no,preventive,16.8,5.8,19,17,81.3,skilled,10.1,0.0,no,yes,84.6,SUP-025,346.0,4.89,1.13,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9654,99.8048,2136.6,1.071,465.8,279.3,,7.3,897.4,4875.82,10470.87,11.9,0.0,2.98,150,10410.0,2084.98,65.2,19.5985
MFG-LINE-PLT-004-03,PLT-004,WC-029,SHF-PLT-004-20220410-2,2022-04-10,2,453.2,PRD-2022-SKU-09118,industrial_machinery,WO-2022-64512,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,159.79,7.99,142.27,287.83,154.71,172.97,0.05,WC-002,164.52,93.6,WC-004,132.7,204,115,114,1,0,1,22.48,27.09,0.8298,99.9041,115,0.0,0,-43.63,0.79,453.2,344.5,0.7602,0.7394,0.9913,0.5571,17.53,31.47,108.7,40.5,1,reduced_speed,average,performance_loss,37.6,1,108.7,0.0,6,75.5,18.1,35.9,yes,86.7,18.6,0.0,3.4,0.0,0.0,no,emergency,22.2,4.9,22,19,84.1,skilled,12.3,0.0,no,no,87.5,SUP-010,959.0,4.6,1.03,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9041,99.4847,363.0,3.184,74.2,54.0,,7.9,152.5,8178.63,7076.71,120.24,0.0,30.06,100,10870.0,2204.06,30.1,255.1135
MFG-LINE-PLT-005-02,PLT-005,WC-002,SHF-PLT-005-20230712-2,2023-07-12,2,420.9,PRD-2023-SKU-04127,automotive_body,WO-2023-24087,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.649,4.452,51.75,141.27,57.05,62.99,0.08,WC-004,57.83,94.47,WC-001,0.0,531,432,431,1,0,1,64.67,75.79,0.8533,99.9776,432,0.5,1,-18.64,20.48,420.9,416.9,0.9905,0.8204,0.9977,0.8108,23.7,29.23,4.0,94.6,1,idling_minor_stops,good,performance_loss,16.0,2,4.0,0.0,1,420.9,4.0,4.0,no,0.0,0.0,0.0,0.0,4.0,0.0,no,corrective,1.3,7.3,4,3,64.2,skilled,13.3,0.0,no,no,12.2,SUP-098,224.0,5.01,1.17,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9776,99.7974,1058.1,2.455,284.0,55.1,21.2,8.0,444.4,472.85,980.8,33.23,0.0,8.31,200,800.0,168.31,36.5,36.6798
MFG-LINE-PLT-002-01,PLT-002,WC-047,SHF-PLT-002-20241111-2,2024-11-11,2,455.7,PRD-2024-SKU-05427,electronics_pcb,WO-2024-08966,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,52.001,2.6,47.55,89.66,51.98,56.29,0.05,WC-002,52.73,92.18,WC-001,0.0,717,351,350,1,0,1,69.23,94.49,0.7327,99.9391,351,0.5,1,-51.05,15.36,455.7,366.7,0.8047,0.6078,0.9972,0.4877,15.43,31.65,89.0,226.5,1,idling_minor_stops,poor,performance_loss,62.5,3,89.0,0.0,5,91.1,17.8,34.3,yes,34.3,28.1,21.4,5.2,0.0,0.0,no,emergency,26.7,6.0,4,3,69.5,semi_skilled,7.7,1.5,no,yes,28.3,SUP-101,609.0,4.73,1.08,1.12,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9391,99.6564,387.8,1.108,73.3,56.3,,7.2,162.9,843.61,2087.48,21.58,0.0,5.39,150,13350.0,2675.39,28.4,30.0162
MFG-LINE-PLT-008-01,PLT-008,WC-041,SHF-PLT-008-20211109-1,2021-11-09,1,433.9,PRD-2021-SKU-07144,medical_devices,WO-2021-97294,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,122.128,14.655,106.3,315.52,115.31,146.31,0.12,WC-002,134.52,99.9,WC-001,90.52,228,199,198,1,0,1,29.4,31.61,0.9301,99.9896,199,1.2,3,-12.72,1.52,391.0,363.2,0.9289,1.0,0.995,0.9242,25.1,27.16,27.8,0.0,1,setup_adjustment,world_class,availability_loss,0.0,0,27.8,42.9,1,433.9,27.8,27.8,no,27.8,0.0,0.0,0.0,0.0,0.0,yes,corrective,7.3,5.7,21,18,66.0,multi_skilled,10.8,0.0,no,no,67.6,SUP-082,104.0,5.21,1.24,1.33,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9896,98.6713,293.8,1.484,59.5,43.9,,7.5,123.4,5749.86,10208.06,22.88,0.0,5.72,250,6950.0,1395.72,29.2,103.5911
MFG-LINE-PLT-004-07,PLT-004,WC-039,SHF-PLT-004-20200810-2,2020-08-10,2,426.4,PRD-2020-SKU-04235,industrial_machinery,WO-2020-79775,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,222.895,11.145,198.93,473.34,223.17,241.28,0.05,WC-004,224.23,91.45,WC-002,204.84,128,79,78,1,0,1,15.96,18.05,0.8842,99.9394,79,0.8,2,-38.28,1.37,426.4,311.8,0.7312,0.8421,0.9873,0.608,18.0,29.61,114.6,14.8,1,equipment_failure,average,availability_loss,14.8,1,114.6,0.0,7,60.9,16.4,27.0,no,46.9,23.8,30.8,6.8,6.3,0.0,no,emergency,22.9,5.3,10,8,70.7,expert,13.7,0.0,no,no,53.2,SUP-044,606.0,4.74,1.08,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9394,98.941,133.5,1.711,29.5,7.0,,8.9,56.1,1104.86,2231.71,126.37,0.0,31.59,100,11460.0,2323.59,57.8,170.7667
MFG-LINE-PLT-003-03,PLT-003,WC-016,SHF-PLT-003-20220505-1,2022-05-05,1,449.3,PRD-2022-SKU-07414,electronics_pcb,WO-2022-41806,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.064,0.603,11.14,17.28,11.88,13.06,0.05,WC-001,12.3,92.72,WC-002,0.0,2806,1349,1348,1,0,1,298.27,375.0,0.7954,99.9456,1349,0.1,0,-51.92,36.0,449.3,297.6,0.6623,0.7253,0.9993,0.4801,14.98,31.2,151.7,510.9,1,equipment_failure,poor,availability_loss,26.2,3,151.7,0.0,4,112.3,37.9,59.1,yes,132.5,19.1,0.0,0.0,0.0,0.0,no,emergency,16.8,6.7,6,5,94.4,semi_skilled,1.0,0.0,no,no,80.6,SUP-019,544.0,4.77,1.09,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9456,99.3965,415.2,0.308,110.9,35.7,,9.2,174.4,1884.71,2284.18,7.57,0.0,1.89,150,22755.0,4552.89,43.3,10.6683
MFG-LINE-PLT-006-02,PLT-006,WC-015,SHF-PLT-006-20200714-2,2020-07-14,2,442.3,PRD-2020-SKU-07053,food_beverage,WO-2020-07724,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.993,0.959,7.08,16.55,8.32,9.58,0.12,WC-004,8.59,97.66,WC-013,0.0,4011,2225,2219,6,2,4,450.28,545.45,0.8255,99.7604,2227,1.4,3,-44.53,18.81,442.3,420.6,0.9509,0.5818,0.9973,0.5518,16.95,30.72,21.7,1599.2,6,reduced_speed,average,performance_loss,124.2,3,21.7,0.0,2,221.2,10.8,11.4,no,0.0,0.0,10.3,11.4,0.0,0.0,no,predictive,15.5,5.1,18,16,83.7,skilled,7.8,0.0,no,no,41.2,SUP-175,2396.0,4.32,0.94,1.04,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7604,99.7128,676.8,0.305,143.2,72.5,,8.5,284.3,5721.57,9325.5,8.01,16.02,8.01,80,1736.0,371.23,59.0,14.8127
MFG-LINE-PLT-005-02,PLT-005,WC-003,SHF-PLT-005-20221023-2,2022-10-23,2,472.6,PRD-2022-SKU-09192,automotive_body,WO-2022-25059,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.785,4.383,50.07,116.17,55.06,62.02,0.08,WC-001,53.54,88.85,WC-004,0.0,596,422,421,1,0,1,65.64,75.79,0.8661,99.9746,422,2.0,7,-29.19,4.45,472.6,385.7,0.8161,0.8661,0.9976,0.7052,23.15,32.82,86.9,65.2,1,equipment_failure,good,availability_loss,0.0,0,86.9,0.0,4,118.2,21.7,41.3,yes,56.8,0.0,11.2,0.0,18.9,0.0,no,corrective,1.3,7.9,13,12,83.1,skilled,4.3,0.0,no,no,81.2,SUP-101,254.0,4.98,1.16,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9746,99.4285,1138.8,2.705,272.3,144.1,22.8,7.8,478.3,3400.74,2988.03,39.19,0.0,9.8,200,17380.0,3485.8,30.2,54.4583
MFG-LINE-PLT-010-03,PLT-010,WC-034,SHF-PLT-010-20210727-3,2021-07-27,3,453.5,PRD-2021-SKU-01777,industrial_machinery,WO-2021-83601,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.472,4.857,37.57,61.01,39.01,48.49,0.12,WC-007,44.49,99.9,WC-009,0.0,780,480,479,1,0,1,88.84,103.45,0.8588,99.8654,480,2.3,6,-38.46,10.56,453.5,324.2,0.7149,0.8588,0.9979,0.6126,19.29,31.49,129.3,78.9,1,equipment_failure,average,availability_loss,0.0,0,129.3,0.0,6,75.6,21.6,30.4,yes,36.6,30.4,0.0,0.0,15.3,47.0,no,corrective,29.1,5.9,9,6,94.5,expert,24.2,0.0,no,no,20.5,SUP-180,1346.0,4.5,1.0,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8654,98.8522,1253.5,2.617,318.8,147.8,,8.3,526.5,2124.84,3090.46,23.25,0.0,5.81,100,12930.0,2591.81,68.3,34.1864
MFG-LINE-PLT-003-05,PLT-003,WC-011,SHF-PLT-003-20220204-2,2022-02-04,2,444.5,PRD-2022-SKU-09316,electronics_pcb,WO-2022-09180,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.551,5.226,39.07,98.45,44.89,52.17,0.12,WC-001,47.3,98.74,WC-002,0.0,681,565,564,1,0,1,82.58,92.07,0.8969,99.9402,565,2.7,6,-17.03,3.63,444.5,410.5,0.9235,0.8969,0.9982,0.8269,25.52,30.87,34.0,64.9,1,reduced_speed,good,performance_loss,0.0,0,34.0,0.0,2,222.2,17.0,21.5,no,21.5,12.6,0.0,0.0,0.0,0.0,no,corrective,2.5,7.2,23,21,90.4,multi_skilled,8.7,0.0,no,no,36.0,SUP-194,598.0,4.74,1.08,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9402,98.3627,802.0,1.422,190.0,56.2,,6.4,336.8,8673.18,7654.19,15.83,0.0,3.96,150,5100.0,1023.96,53.3,44.8073
MFG-LINE-PLT-001-02,PLT-001,WC-023,SHF-PLT-001-20200603-3,2020-06-03,3,455.0,PRD-2020-SKU-02488,pharmaceutical,WO-2020-46376,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,94.299,25.579,81.34,256.07,102.84,136.5,0.271,WC-004,115.05,99.9,WC-001,23.43,536,226,225,1,0,1,38.07,70.87,0.5372,99.8168,226,1.5,5,-57.84,1.75,455.0,441.8,0.971,0.4331,0.9956,0.4186,13.23,31.6,13.2,295.8,1,idling_minor_stops,poor,performance_loss,85.7,2,13.2,0.0,1,455.0,13.2,13.2,no,0.0,13.2,0.0,0.0,0.0,0.0,no,preventive,22.7,4.8,18,17,74.2,trainee,4.7,0.0,no,no,76.2,SUP-171,1832.0,4.41,0.97,1.02,contamination,labelling,100pct_manual,yes,no,no,no,99.8168,97.547,329.8,1.466,59.6,23.3,,8.0,138.5,5124.35,6206.63,10.29,0.0,2.57,300,3960.0,794.57,32.8,60.6956
MFG-LINE-PLT-005-05,PLT-005,WC-013,SHF-PLT-005-20231025-1,2023-10-25,1,432.1,PRD-2023-SKU-04984,automotive_body,WO-2023-20576,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,69.103,2.073,61.65,163.03,68.67,72.52,0.03,WC-003,69.63,91.6,WC-001,10.08,424,254,253,1,0,1,51.96,59.02,0.8804,99.99,254,0.1,0,-40.09,5.02,432.1,332.6,0.7697,0.7764,0.9961,0.5952,17.86,30.01,99.5,73.2,1,setup_adjustment,average,availability_loss,39.3,1,99.5,0.0,4,108.0,24.9,33.7,yes,92.8,0.0,0.0,6.7,0.0,0.0,no,preventive,23.7,5.6,8,7,66.5,skilled,7.7,0.0,no,no,26.5,SUP-100,93.0,5.24,1.25,1.43,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,97.0348,654.3,2.586,136.6,81.7,13.1,7.9,274.8,3166.5,7636.53,52.95,0.0,13.24,200,19900.0,3993.24,70.0,95.859
MFG-LINE-PLT-009-01,PLT-009,WC-028,SHF-PLT-009-20230508-1,2023-05-08,1,430.3,PRD-2023-SKU-05316,automotive_body,WO-2023-10321,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,81.775,9.813,70.96,196.23,83.96,97.97,0.12,WC-003,86.76,96.46,WC-005,24.46,410,219,218,1,0,1,44.02,57.32,0.768,99.9107,219,6.0,17,-46.59,30.4,430.3,372.3,0.8652,0.6157,0.9954,0.5303,15.85,29.88,58.0,136.7,1,reduced_speed,average,performance_loss,73.8,2,58.0,0.0,4,107.6,14.5,34.7,yes,0.0,34.7,8.2,7.4,7.7,0.0,no,preventive,28.2,5.3,1,1,68.5,semi_skilled,7.1,0.0,no,no,66.5,SUP-064,893.0,4.62,1.04,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9107,97.1458,754.9,3.463,208.1,78.7,15.1,7.2,317.1,156.35,130.91,75.82,0.0,18.95,200,11600.0,2338.95,36.5,77.4855
MFG-LINE-PLT-010-01,PLT-010,WC-041,SHF-PLT-010-20220725-1,2022-07-25,1,464.7,PRD-2022-SKU-09079,industrial_machinery,WO-2022-11915,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,355.347,28.428,319.98,504.32,352.92,402.25,0.08,WC-002,381.31,97.55,WC-003,342.48,99,63,62,1,0,1,10.03,12.87,0.7793,99.8868,63,2.4,5,-36.36,8.01,464.7,394.2,0.8483,0.7451,0.9841,0.622,20.07,32.27,70.5,21.6,1,idling_minor_stops,average,performance_loss,17.3,1,70.5,0.0,3,154.9,23.5,44.5,yes,44.5,13.0,12.9,0.0,0.0,0.0,no,preventive,19.7,5.8,2,1,92.8,semi_skilled,4.6,0.0,no,no,59.1,SUP-007,1132.0,4.55,1.02,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8868,97.4401,226.6,3.655,46.2,32.9,,7.6,95.2,351.59,389.91,40.93,0.0,10.23,100,7050.0,1420.23,44.7,53.5498
MFG-LINE-PLT-005-04,PLT-005,WC-033,SHF-PLT-005-20230614-2,2023-06-14,2,452.0,PRD-2023-SKU-05869,automotive_body,WO-2023-38690,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,55.488,6.659,52.21,165.67,55.61,66.48,0.12,WC-002,56.65,92.81,WC-003,0.0,581,392,391,1,0,1,64.73,77.25,0.8379,99.9806,392,0.5,1,-32.53,8.65,452.0,373.7,0.8268,0.8147,0.9974,0.6718,21.09,31.39,78.3,89.2,1,reduced_speed,average,performance_loss,10.4,1,78.3,0.0,8,56.5,9.8,13.9,no,7.7,37.6,7.4,20.2,5.4,0.0,no,predictive,15.6,6.2,7,6,91.9,skilled,5.9,0.0,no,no,43.2,SUP-056,194.0,5.05,1.18,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9806,97.8839,947.4,2.423,213.0,95.5,18.9,8.1,397.9,2741.85,6649.33,27.16,0.0,6.79,200,15660.0,3138.79,43.4,51.2478
MFG-LINE-PLT-006-01,PLT-006,WC-029,SHF-PLT-006-20230428-2,2023-04-28,2,454.8,PRD-2023-SKU-04649,food_beverage,WO-2023-89124,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.421,3.291,25.35,33.22,26.82,32.85,0.12,WC-010,30.17,99.9,WC-001,0.0,1107,682,681,1,0,1,131.18,146.34,0.8964,99.8834,682,0.4,1,-38.39,9.98,454.8,344.7,0.7579,0.8113,0.9985,0.614,19.39,31.58,110.1,158.6,1,setup_adjustment,average,availability_loss,32.7,1,110.1,0.0,5,91.0,22.0,39.0,yes,80.0,21.9,8.2,0.0,0.0,0.0,no,preventive,33.4,5.3,11,9,80.0,expert,10.6,0.9,no,no,67.8,SUP-038,1166.0,4.54,1.01,1.15,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8834,98.0323,188.6,0.277,42.2,23.3,,8.6,79.2,3468.69,2991.69,7.42,0.0,1.85,80,8808.0,1763.45,33.4,16.9175
MFG-LINE-PLT-007-01,PLT-007,WC-011,SHF-PLT-007-20201205-3,2020-12-05,3,455.6,PRD-2020-SKU-05755,industrial_machinery,WO-2020-52524,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,211.426,6.343,184.92,582.98,212.38,221.89,0.03,WC-015,213.67,91.87,WC-010,190.27,160,114,113,1,0,1,16.94,21.16,0.8006,99.9167,114,0.9,2,-28.75,0.83,455.6,403.7,0.8861,0.8005,0.9912,0.7031,22.25,31.64,51.9,28.4,1,idling_minor_stops,good,performance_loss,0.0,0,51.9,0.0,4,113.9,13.0,23.4,no,39.5,6.9,0.0,0.0,5.6,0.0,no,corrective,27.1,5.3,22,18,92.9,skilled,13.7,0.0,no,no,60.2,SUP-064,833.0,4.64,1.05,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9167,98.5305,447.3,3.958,80.8,46.1,,7.4,187.9,6866.37,9182.41,24.94,0.0,6.24,100,5190.0,1044.24,39.4,167.1853
MFG-LINE-PLT-005-06,PLT-005,WC-031,SHF-PLT-005-20220128-2,2022-01-28,2,476.4,PRD-2022-SKU-06200,automotive_body,WO-2022-33211,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,103.26,5.163,92.79,201.08,105.66,111.78,0.05,WC-007,105.86,93.2,WC-003,55.26,380,214,213,1,0,1,34.86,48.0,0.7262,99.9653,214,4.1,15,-43.68,2.98,476.4,396.0,0.8312,0.6756,0.9953,0.5589,18.49,33.08,80.4,102.8,1,reduced_speed,average,performance_loss,27.6,3,80.4,0.0,8,59.5,10.1,15.0,no,15.0,33.2,23.3,9.0,0.0,0.0,no,corrective,32.1,5.3,11,9,71.0,semi_skilled,11.0,1.1,no,no,61.6,SUP-193,347.0,4.89,1.13,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,yes,99.9653,98.3891,655.0,3.075,155.6,51.6,13.1,7.5,275.1,2348.15,3600.99,80.15,0.0,20.04,200,16080.0,3236.04,57.1,108.4565
MFG-LINE-PLT-004-04,PLT-004,WC-020,SHF-PLT-004-20230113-1,2023-01-13,1,463.6,PRD-2023-SKU-07088,industrial_machinery,WO-2023-37970,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,322.499,60.952,300.37,937.36,341.67,423.07,0.189,WC-001,333.08,93.89,WC-002,310.07,95,78,77,1,0,1,11.03,12.43,0.8874,99.4333,78,3.1,9,-17.89,0.71,463.6,442.1,0.9536,0.8519,0.9872,0.802,25.82,32.19,21.5,13.6,1,idling_minor_stops,good,performance_loss,17.9,1,21.5,0.0,3,154.5,7.2,8.8,no,0.0,0.0,0.0,8.8,12.7,0.0,no,corrective,24.6,6.5,15,14,74.7,skilled,0.5,0.0,no,no,41.4,SUP-169,5667.0,4.03,0.84,0.87,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4333,99.2151,235.6,3.06,59.8,22.9,,8.0,99.0,5054.8,6569.68,34.28,0.0,8.57,100,2150.0,438.57,50.1,185.6925
MFG-LINE-PLT-005-05,PLT-005,WC-036,SHF-PLT-005-20200314-1,2020-03-14,1,453.3,PRD-2020-SKU-05310,automotive_body,WO-2020-21955,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,80.028,2.401,68.17,128.54,79.48,83.99,0.03,WC-003,81.04,92.06,WC-001,21.01,445,288,287,1,0,1,44.94,59.02,0.7614,99.9852,288,2.0,4,-35.28,3.8,453.3,384.5,0.8482,0.7615,0.9965,0.6437,20.26,31.48,68.8,90.2,1,idling_minor_stops,average,performance_loss,0.0,0,68.8,0.0,3,151.1,22.9,41.2,yes,41.2,0.0,18.3,9.3,0.0,0.0,no,preventive,23.7,5.7,12,10,80.9,semi_skilled,9.3,0.0,no,yes,11.2,SUP-047,148.0,5.12,1.21,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9852,99.2205,619.6,2.159,119.0,34.3,12.4,8.3,260.2,2537.02,5820.68,28.75,0.0,7.19,200,13760.0,2759.19,51.4,57.9711
MFG-LINE-PLT-003-01,PLT-003,WC-042,SHF-PLT-003-20220814-2,2022-08-14,2,424.4,PRD-2022-SKU-03828,electronics_pcb,WO-2022-98679,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.691,1.135,19.89,29.81,22.87,24.56,0.05,WC-004,23.31,93.39,WC-010,0.0,1240,956,955,1,0,1,158.62,175.61,0.9033,99.8962,956,0.3,0,-22.9,135.01,424.4,361.6,0.852,0.9033,0.999,0.7688,22.66,29.47,62.8,102.3,1,setup_adjustment,good,availability_loss,0.0,0,62.8,0.0,3,141.5,20.9,29.3,no,52.5,0.0,0.0,10.3,0.0,0.0,no,corrective,24.0,6.1,1,1,68.7,expert,10.3,0.0,no,no,77.1,SUP-060,1038.0,4.58,1.03,1.14,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.8962,97.407,675.2,0.707,189.4,43.0,,8.2,283.6,448.74,805.39,12.74,0.0,3.19,150,9420.0,1887.19,59.9,14.0666
MFG-LINE-PLT-005-01,PLT-005,WC-014,SHF-PLT-005-20230812-2,2023-08-12,2,468.5,PRD-2023-SKU-01545,automotive_body,WO-2023-14034,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,46.376,5.565,41.04,129.79,47.19,55.56,0.12,WC-003,51.91,99.9,WC-002,0.0,816,518,517,1,0,1,77.56,104.65,0.7411,99.8839,518,3.8,10,-36.52,4.73,468.5,426.6,0.9106,0.6961,0.9981,0.6326,20.58,32.54,41.9,226.1,1,reduced_speed,average,performance_loss,25.9,1,41.9,0.0,2,234.3,20.9,31.2,yes,31.2,10.6,0.0,0.0,0.0,0.0,no,preventive,20.8,7.0,15,14,91.0,semi_skilled,1.7,0.0,no,no,53.3,SUP-136,1161.0,4.55,1.02,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8839,99.8325,1137.4,2.2,260.9,79.6,22.7,8.2,477.7,5085.96,9430.02,31.56,0.0,7.89,200,8380.0,1683.89,74.8,59.6984
MFG-LINE-PLT-004-06,PLT-004,WC-014,SHF-PLT-004-20230923-1,2023-09-23,1,470.6,PRD-2023-SKU-08778,industrial_machinery,WO-2023-45531,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,119.571,14.349,101.99,310.11,115.76,143.25,0.12,WC-003,126.69,96.32,WC-001,87.6,250,221,220,1,0,1,30.04,31.97,0.9396,99.8691,221,4.1,10,-11.6,1.75,470.6,464.0,0.986,0.8939,0.9955,0.8774,28.67,32.68,6.6,26.2,1,idling_minor_stops,world_class,performance_loss,22.5,1,6.6,0.0,1,470.6,6.6,6.6,no,0.0,0.0,0.0,6.6,0.0,0.0,no,corrective,6.6,6.3,17,16,84.8,multi_skilled,3.7,0.0,no,no,72.0,SUP-014,1309.0,4.51,1.0,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8691,98.5077,421.5,1.916,90.6,51.9,,8.7,177.0,3540.7,6789.6,19.96,0.0,4.99,100,660.0,136.99,31.1,67.0066
MFG-LINE-PLT-004-03,PLT-004,WC-010,SHF-PLT-004-20211217-1,2021-12-17,1,446.4,PRD-2021-SKU-04296,industrial_machinery,WO-2021-82205,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,139.643,6.982,127.21,358.67,141.53,151.16,0.05,WC-001,143.91,93.69,WC-004,112.55,201,155,154,1,0,1,25.65,27.09,0.9468,99.9454,155,0.5,1,-22.89,0.94,446.4,404.8,0.9068,0.8481,0.9935,0.7641,23.69,31.0,41.6,27.8,1,idling_minor_stops,good,performance_loss,42.2,1,41.6,0.0,2,223.2,20.8,31.5,yes,31.5,0.0,0.0,10.1,0.0,0.0,no,corrective,22.2,6.6,24,22,91.1,expert,5.2,0.1,no,no,10.6,SUP-048,546.0,4.77,1.09,1.19,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9454,96.9803,285.5,1.854,63.4,34.4,,8.8,119.9,5653.67,9338.46,22.51,0.0,5.63,100,4160.0,837.63,73.1,120.0077
MFG-LINE-PLT-001-01,PLT-001,WC-035,SHF-PLT-001-20230804-2,2023-08-04,2,433.8,PRD-2023-SKU-07440,pharmaceutical,WO-2023-91514,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.351,0.731,22.82,49.72,24.37,25.56,0.03,WC-007,24.65,92.03,WC-002,0.0,1275,794,793,1,0,1,147.71,176.47,0.837,99.99,794,0.3,0,-37.73,4.99,433.8,322.5,0.7434,0.837,0.9987,0.6215,18.72,30.13,111.3,154.6,1,setup_adjustment,average,availability_loss,0.0,0,111.3,0.0,6,72.3,18.6,26.4,no,26.4,48.2,25.8,0.0,10.9,0.0,no,predictive,26.8,6.1,23,22,76.6,skilled,3.0,0.0,no,no,33.5,SUP-143,57.0,5.36,1.29,1.29,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.7189,1091.2,1.376,243.8,109.8,,8.2,458.3,9315.03,10024.76,25.58,0.0,6.39,300,33390.0,6684.39,45.0,50.0004
MFG-LINE-PLT-001-01,PLT-001,WC-032,SHF-PLT-001-20220802-1,2022-08-02,1,474.6,PRD-2022-SKU-09653,pharmaceutical,WO-2022-66548,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,34.287,1.029,30.93,75.2,34.03,35.98,0.03,WC-009,34.45,91.34,WC-005,0.0,1395,707,706,1,0,1,104.87,176.47,0.5943,99.9844,707,1.8,4,-49.32,8.93,474.6,404.5,0.8523,0.5942,0.9986,0.5058,16.67,32.96,70.1,482.8,1,reduced_speed,average,performance_loss,0.0,0,70.1,0.0,2,237.3,35.1,50.1,yes,70.1,0.0,0.0,0.0,0.0,0.0,no,preventive,26.8,4.7,11,10,78.8,trainee,1.4,0.2,no,yes,75.3,SUP-179,156.0,5.11,1.2,1.3,contamination,labelling,automated_vision,yes,no,no,no,99.9844,99.7544,1581.4,2.24,270.9,113.8,,7.0,664.2,2921.59,6741.45,48.27,0.0,12.07,300,21030.0,4218.07,42.0,62.0254
MFG-LINE-PLT-004-03,PLT-004,WC-007,SHF-PLT-004-20230911-1,2023-09-11,1,463.8,PRD-2023-SKU-08088,industrial_machinery,WO-2023-88553,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,166.219,8.311,154.39,406.97,164.97,179.93,0.05,WC-005,177.43,97.04,WC-002,139.13,209,152,151,1,0,1,21.62,27.09,0.7981,99.8227,152,2.3,5,-27.27,1.03,463.8,421.9,0.9097,0.798,0.9934,0.7211,23.23,32.21,41.9,38.5,1,idling_minor_stops,good,performance_loss,0.0,0,41.9,0.0,3,154.6,14.0,23.6,no,23.6,0.0,13.0,5.2,0.0,0.0,no,corrective,22.2,6.4,21,19,77.1,semi_skilled,5.8,0.0,no,no,73.9,SUP-026,1773.0,4.42,0.97,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8227,97.2386,422.0,2.795,91.5,60.3,,8.1,177.2,9041.08,14826.89,53.29,0.0,13.32,100,4190.0,851.32,60.2,211.7089
MFG-LINE-PLT-003-04,PLT-003,WC-036,SHF-PLT-003-20220825-1,2022-08-25,1,421.0,PRD-2022-SKU-02872,electronics_pcb,WO-2022-36899,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.084,1.504,28.08,79.21,30.88,32.57,0.05,WC-004,31.09,93.94,WC-007,0.0,931,726,725,1,0,1,119.58,132.84,0.9002,99.9544,726,0.6,1,-22.02,6.46,421.0,396.2,0.9411,0.8277,0.9986,0.7778,22.74,29.23,24.8,151.1,1,reduced_speed,good,performance_loss,31.9,2,24.8,0.0,1,421.0,24.8,24.8,no,0.0,24.8,0.0,0.0,0.0,0.0,no,preventive,11.0,6.2,19,16,76.3,skilled,11.8,0.0,no,no,56.6,SUP-025,456.0,4.82,1.11,1.13,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9544,99.4415,327.7,0.452,61.4,29.8,,8.9,137.6,4928.36,9456.67,7.86,0.0,1.97,150,3720.0,745.97,58.7,27.7123
MFG-LINE-PLT-010-04,PLT-010,WC-004,SHF-PLT-010-20220621-2,2022-06-21,2,437.2,PRD-2022-SKU-01745,industrial_machinery,WO-2022-59312,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,293.462,35.215,278.78,705.73,293.24,351.57,0.12,WC-001,319.27,98.91,WC-002,279.84,99,85,84,1,0,1,12.26,13.62,0.9001,99.8562,85,0.5,1,-14.14,0.82,437.2,415.9,0.9513,0.9002,0.9882,0.8463,25.7,30.36,21.3,9.4,1,idling_minor_stops,good,performance_loss,0.0,0,21.3,0.0,1,437.2,21.3,21.3,no,0.0,21.3,0.0,0.0,0.0,0.0,no,corrective,14.7,7.5,16,14,85.4,multi_skilled,11.0,0.0,no,no,71.9,SUP-146,1438.0,4.48,0.99,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8562,99.2014,379.3,4.515,82.4,23.1,,7.0,159.3,3515.99,6826.96,26.77,0.0,6.69,100,2130.0,432.69,58.1,150.219
MFG-LINE-PLT-007-01,PLT-007,WC-049,SHF-PLT-007-20200115-2,2020-01-15,2,453.8,PRD-2020-SKU-09678,industrial_machinery,WO-2020-67496,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,189.404,5.682,174.52,432.17,189.59,198.78,0.03,WC-011,194.03,93.13,WC-002,168.24,160,119,118,1,0,1,18.93,21.16,0.8946,99.9654,119,1.3,2,-25.62,0.82,453.8,453.8,1.0,0.7435,0.9916,0.7372,23.23,31.51,0.0,41.1,1,reduced_speed,good,performance_loss,76.6,3,0.0,0.0,0,453.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,27.1,5.9,21,19,75.0,expert,8.3,0.6,no,no,27.9,SUP-022,346.0,4.89,1.13,1.26,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9654,97.017,210.4,1.783,44.5,25.1,,8.8,88.4,4681.11,4700.72,63.89,0.0,15.97,100,0.0,15.97,51.2,143.9385
MFG-LINE-PLT-005-02,PLT-005,WC-015,SHF-PLT-005-20220205-1,2022-02-05,1,463.4,PRD-2022-SKU-05815,automotive_body,WO-2022-39200,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.302,4.824,52.83,108.66,57.51,68.26,0.08,WC-005,65.31,98.45,WC-006,0.0,585,435,434,1,0,1,59.57,75.79,0.786,99.9846,435,1.2,3,-25.64,28.1,463.4,455.9,0.9838,0.7554,0.9977,0.7414,23.86,32.18,7.5,140.9,1,idling_minor_stops,good,performance_loss,17.8,2,7.5,0.0,1,463.4,7.5,7.5,no,0.0,0.0,0.0,0.0,7.5,0.0,no,preventive,1.3,6.7,3,2,68.6,semi_skilled,2.0,0.0,no,no,40.0,SUP-141,154.0,5.11,1.2,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9846,98.2844,1102.8,2.541,250.1,82.6,22.1,8.0,463.2,551.93,876.99,38.27,0.0,9.57,200,1500.0,309.57,34.6,41.6506
MFG-LINE-PLT-005-03,PLT-005,WC-006,SHF-PLT-005-20240112-1,2024-01-12,1,469.8,PRD-2024-SKU-03079,automotive_body,WO-2024-92469,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,60.887,3.044,56.78,114.35,61.15,65.91,0.05,WC-002,61.99,92.56,WC-001,0.0,497,297,296,1,0,1,59.03,63.6,0.9281,99.986,297,0.4,1,-40.24,7.56,442.7,299.3,0.6761,0.9361,0.9966,0.6308,19.39,30.74,143.4,20.3,1,equipment_failure,average,availability_loss,24.5,1,143.4,27.1,8,58.7,17.9,37.9,yes,50.7,48.7,28.4,11.4,4.2,0.0,yes,preventive,32.9,5.6,6,5,92.7,expert,1.6,0.0,no,no,59.8,SUP-118,140.0,5.13,1.21,1.27,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.986,97.227,618.9,2.091,142.0,82.8,12.4,8.3,259.9,1865.42,2912.44,50.22,0.0,12.55,200,28680.0,5748.55,73.3,66.5311
MFG-LINE-PLT-009-01,PLT-009,WC-028,SHF-PLT-009-20230731-1,2023-07-31,1,420.4,PRD-2023-SKU-01316,automotive_body,WO-2023-29780,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,71.086,8.53,61.93,196.6,65.67,85.16,0.12,WC-009,79.49,99.9,WC-005,13.77,401,248,247,1,0,1,50.51,57.32,0.8812,99.9747,248,1.3,4,-38.15,1.86,420.4,343.7,0.8176,0.7552,0.996,0.6149,17.95,29.2,76.7,80.4,1,reduced_speed,average,performance_loss,49.2,2,76.7,0.0,5,84.1,15.3,23.7,no,20.8,30.7,25.2,0.0,0.0,0.0,no,corrective,28.2,6.0,20,19,71.6,skilled,0.3,0.0,no,no,12.9,SUP-090,253.0,4.98,1.16,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9747,98.4485,537.7,2.177,136.8,51.5,10.8,8.3,225.8,3889.82,4605.78,16.7,0.0,4.17,200,15340.0,3072.17,74.1,51.1628
MFG-LINE-PLT-004-06,PLT-004,WC-010,SHF-PLT-004-20220227-1,2022-02-27,1,466.3,PRD-2022-SKU-06764,industrial_machinery,WO-2022-94817,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,125.593,15.071,111.83,283.84,136.71,150.46,0.12,WC-002,133.93,96.94,WC-001,93.62,248,183,182,1,0,1,28.59,31.97,0.8943,99.8917,183,1.8,5,-26.21,1.12,432.2,372.1,0.8609,0.923,0.9945,0.7903,23.72,30.01,60.1,15.3,1,setup_adjustment,good,availability_loss,22.1,1,60.1,34.1,3,155.4,20.0,29.4,no,0.0,29.4,19.9,0.0,0.0,10.8,yes,corrective,6.6,6.1,24,21,87.2,skilled,11.4,0.0,no,no,28.5,SUP-157,1083.0,4.57,1.02,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8917,98.3768,806.1,4.429,188.5,52.4,,7.0,338.6,10315.99,23108.39,56.91,0.0,14.23,100,6010.0,1216.23,26.5,240.8731
MFG-LINE-PLT-004-04,PLT-004,WC-047,SHF-PLT-004-20240329-1,2024-03-29,1,421.5,PRD-2024-SKU-02864,industrial_machinery,WO-2024-87509,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,468.331,127.035,440.74,589.66,451.14,677.94,0.271,WC-001,526.25,99.9,WC-002,455.9,86,46,45,1,0,1,7.54,12.43,0.6066,99.3064,46,0.2,0,-46.51,0.8,421.5,366.1,0.8686,0.6066,0.9783,0.5155,15.09,29.27,55.4,29.8,1,reduced_speed,average,performance_loss,0.0,0,55.4,0.0,4,105.4,13.8,26.7,no,26.7,28.7,0.0,0.0,0.0,0.0,no,emergency,24.6,6.5,9,8,94.5,trainee,8.0,0.7,no,no,35.3,SUP-194,6936.0,3.96,0.82,0.84,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.3064,97.1721,87.0,1.934,18.3,12.0,,8.7,36.5,3123.61,6980.22,33.38,0.0,8.35,100,5540.0,1116.35,29.3,258.6513
MFG-LINE-PLT-004-05,PLT-004,WC-006,SHF-PLT-004-20230731-1,2023-07-31,1,452.0,PRD-2023-SKU-09214,industrial_machinery,WO-2023-51300,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,162.212,8.111,145.45,264.66,162.59,175.6,0.05,WC-010,167.55,93.9,WC-006,138.42,179,112,111,1,0,1,22.01,23.79,0.9252,99.9229,112,2.4,6,-37.43,1.05,452.0,364.0,0.8053,0.7759,0.9911,0.6193,19.44,31.39,88.0,32.3,1,reduced_speed,average,performance_loss,58.7,4,88.0,0.0,3,150.7,29.3,44.4,yes,67.3,20.7,0.0,0.0,0.0,0.0,no,corrective,3.8,5.5,16,14,94.9,expert,12.3,0.0,no,no,33.4,SUP-147,771.0,4.67,1.06,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9229,98.3107,207.2,1.867,42.1,22.8,,8.8,87.0,3305.79,6319.02,60.55,0.0,15.14,100,8800.0,1775.14,36.3,147.8055
MFG-LINE-PLT-004-01,PLT-004,WC-006,SHF-PLT-004-20211227-1,2021-12-27,1,465.5,PRD-2021-SKU-09252,industrial_machinery,WO-2021-50745,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,232.038,11.602,214.8,640.78,230.86,251.18,0.05,WC-001,240.74,94.32,WC-002,214.85,133,116,115,1,0,1,15.39,17.19,0.8953,99.9433,116,1.5,4,-12.78,1.14,465.5,452.2,0.9714,0.8953,0.9914,0.8623,27.87,32.32,13.3,13.6,1,reduced_speed,world_class,performance_loss,0.0,0,13.3,0.0,2,232.7,6.7,7.6,no,0.0,7.6,0.0,0.0,5.7,0.0,no,preventive,28.6,6.5,16,13,74.6,skilled,14.6,0.0,no,no,65.7,SUP-114,567.0,4.75,1.08,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9433,99.0427,393.3,3.42,94.6,24.2,,7.7,165.2,5229.8,11947.43,34.66,0.0,8.66,100,1330.0,274.66,54.8,184.3286
MFG-LINE-PLT-010-03,PLT-010,WC-017,SHF-PLT-010-20240206-1,2024-02-06,1,440.4,PRD-2024-SKU-01456,industrial_machinery,WO-2024-37028,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,45.242,5.429,39.18,135.28,46.64,54.2,0.12,WC-002,50.94,99.9,WC-001,0.0,756,532,530,2,0,2,79.5,103.45,0.7685,99.6772,532,0.7,1,-29.63,72.21,440.4,401.5,0.9117,0.7685,0.9962,0.698,21.35,30.58,38.9,160.3,2,reduced_speed,average,performance_loss,0.0,0,38.9,0.0,4,110.1,9.7,17.8,no,17.8,8.6,0.0,12.5,0.0,0.0,no,preventive,29.1,5.5,1,1,84.8,semi_skilled,7.9,0.0,no,no,80.4,SUP-004,3228.0,4.22,0.91,0.93,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6772,99.0234,1464.9,2.764,292.8,156.4,,8.2,615.3,190.95,360.35,42.41,0.0,21.2,100,3890.0,799.2,61.6,43.6102
MFG-LINE-PLT-001-02,PLT-001,WC-015,SHF-PLT-001-20210607-1,2021-06-07,1,467.1,PRD-2021-SKU-07301,pharmaceutical,WO-2021-73872,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,65.613,14.008,57.42,185.54,61.94,88.73,0.213,WC-002,70.13,97.17,WC-003,0.0,551,360,359,1,0,1,54.84,70.87,0.7738,99.9505,360,0.6,1,-34.66,3.29,467.1,437.0,0.9356,0.6976,0.9972,0.6508,21.11,32.43,30.1,156.1,1,reduced_speed,average,performance_loss,43.1,1,30.1,0.0,1,467.1,30.1,30.1,yes,0.0,0.0,0.0,0.0,0.0,30.1,no,corrective,22.7,5.7,16,14,95.0,semi_skilled,7.9,0.0,no,yes,75.8,SUP-012,495.0,4.79,1.1,1.12,contamination,labelling,100pct_manual,yes,no,no,no,99.9505,99.131,295.8,0.824,56.0,26.3,,8.9,124.2,4831.24,8395.21,9.5,0.0,2.38,300,9030.0,1808.38,27.8,46.3689
MFG-LINE-PLT-008-01,PLT-008,WC-040,SHF-PLT-008-20220131-1,2022-01-31,1,465.1,PRD-2022-SKU-01822,medical_devices,WO-2022-76684,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,132.971,15.956,117.41,266.54,139.62,159.3,0.12,WC-001,132.07,90.29,WC-003,101.36,244,168,167,1,0,1,27.0,31.61,0.8542,99.9808,168,0.1,0,-31.15,21.55,465.1,398.7,0.8572,0.8,0.994,0.6817,22.02,32.3,66.4,42.0,1,idling_minor_stops,average,performance_loss,25.3,1,66.4,0.0,3,155.0,22.1,32.1,yes,0.0,31.2,0.0,0.0,3.2,32.1,no,corrective,7.3,5.2,1,1,61.9,skilled,6.5,0.0,no,no,21.9,SUP-171,192.0,5.05,1.18,1.2,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9808,99.4791,265.2,1.588,54.6,26.6,,7.4,111.4,470.03,746.7,9.0,0.0,2.25,250,16600.0,3322.25,31.7,16.3397
MFG-LINE-PLT-007-01,PLT-007,WC-015,SHF-PLT-007-20220113-1,2022-01-13,1,449.6,PRD-2022-SKU-04225,industrial_machinery,WO-2022-92938,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,219.636,6.589,188.28,335.77,222.44,230.51,0.03,WC-009,225.75,93.44,WC-012,198.48,158,115,114,1,0,1,16.27,21.16,0.7689,99.9614,115,3.2,12,-27.22,1.38,449.6,424.0,0.9431,0.769,0.9913,0.7189,22.44,31.22,25.6,34.5,1,idling_minor_stops,good,performance_loss,0.0,0,25.6,0.0,2,224.8,12.8,18.0,no,0.0,0.0,25.6,0.0,0.0,0.0,no,corrective,27.1,5.9,12,11,62.8,semi_skilled,4.9,0.0,no,no,76.9,SUP-192,386.0,4.86,1.12,1.26,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9614,98.8785,481.4,4.223,87.6,58.0,,7.2,202.2,4292.9,4449.75,72.95,0.0,18.24,100,2560.0,530.24,43.1,150.2798
MFG-LINE-PLT-004-06,PLT-004,WC-041,SHF-PLT-004-20230115-3,2023-01-15,3,469.3,PRD-2023-SKU-07543,industrial_machinery,WO-2023-00440,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,156.501,18.78,144.79,205.7,157.97,187.49,0.12,WC-002,157.64,91.57,WC-003,124.53,249,167,166,1,0,1,22.91,31.97,0.7166,99.7726,167,0.4,1,-32.93,1.33,469.3,437.3,0.9318,0.7166,0.994,0.6638,21.64,32.59,32.0,66.0,1,idling_minor_stops,average,performance_loss,0.0,0,32.0,0.0,1,469.3,32.0,32.0,yes,0.0,32.0,0.0,0.0,0.0,0.0,no,predictive,6.6,6.5,17,16,71.0,semi_skilled,3.5,0.0,no,no,81.4,SUP-015,2274.0,4.34,0.95,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7726,99.6405,726.4,4.376,179.9,50.9,,7.1,305.1,3299.27,7754.04,21.85,0.0,5.46,100,3200.0,645.46,66.6,88.5678
MFG-LINE-PLT-004-01,PLT-004,WC-020,SHF-PLT-004-20230515-1,2023-05-15,1,430.4,PRD-2023-SKU-02494,industrial_machinery,WO-2023-92926,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,233.241,11.662,203.18,281.97,233.0,252.48,0.05,WC-006,248.16,96.72,WC-001,216.05,123,97,96,1,0,1,15.42,17.19,0.897,99.9572,97,0.4,1,-21.14,0.79,430.4,377.6,0.8773,0.8966,0.9897,0.7785,23.27,29.89,52.8,11.2,1,equipment_failure,good,availability_loss,0.0,0,52.8,0.0,4,107.6,13.2,26.0,no,0.0,12.9,34.5,5.4,0.0,0.0,no,preventive,28.6,7.0,19,17,79.4,skilled,6.2,0.4,no,no,31.3,SUP-141,428.0,4.83,1.11,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9572,98.1271,303.5,3.161,73.5,30.6,,7.9,127.5,3691.22,7827.12,61.64,0.0,15.41,100,5280.0,1071.41,32.7,182.2648
MFG-LINE-PLT-009-02,PLT-009,WC-036,SHF-PLT-009-20240304-1,2024-03-04,1,460.2,PRD-2024-SKU-09247,automotive_body,WO-2024-59429,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,41.616,2.081,36.22,119.0,41.21,45.05,0.05,WC-003,43.24,94.45,WC-001,0.0,836,614,613,1,0,1,86.43,109.09,0.7923,99.9718,614,0.1,0,-26.56,6.15,460.2,426.2,0.9261,0.7923,0.9984,0.7326,23.41,31.96,34.0,161.0,1,reduced_speed,good,performance_loss,0.0,0,34.0,0.0,4,115.1,8.5,13.2,no,0.0,0.0,13.2,10.6,0.0,10.2,no,predictive,14.2,6.0,16,13,66.7,semi_skilled,13.2,0.0,yes,no,68.9,SUP-102,282.0,4.95,1.15,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9718,98.015,835.5,1.363,204.0,42.6,16.7,8.9,350.9,6235.85,6237.15,88.72,0.0,22.18,200,6800.0,1382.18,72.0,109.2122
MFG-LINE-PLT-007-02,PLT-007,WC-020,SHF-PLT-007-20201009-2,2020-10-09,2,439.6,PRD-2020-SKU-06467,industrial_machinery,WO-2020-96531,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,316.659,37.999,282.24,666.02,307.31,379.36,0.12,WC-001,340.48,97.75,WC-002,301.12,113,74,73,1,0,1,11.28,15.54,0.7259,99.5693,74,0.6,1,-34.51,1.99,439.6,393.5,0.8951,0.7259,0.9865,0.641,19.57,30.53,46.1,27.9,1,idling_minor_stops,average,performance_loss,0.0,0,46.1,0.0,3,146.5,15.4,24.1,no,34.1,0.0,12.0,0.0,0.0,0.0,no,corrective,32.8,5.8,6,5,89.2,semi_skilled,7.6,0.0,no,no,87.4,SUP-082,4307.0,4.13,0.88,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.5693,98.9593,284.5,3.897,62.6,31.3,,7.4,119.5,773.9,1718.68,21.4,0.0,5.35,100,4610.0,927.35,53.1,55.8381
MFG-LINE-PLT-009-01,PLT-009,WC-034,SHF-PLT-009-20230721-2,2023-07-21,2,441.5,PRD-2023-SKU-09454,automotive_body,WO-2023-58060,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,83.449,10.014,78.57,169.25,80.05,99.97,0.12,WC-007,90.53,98.62,WC-008,26.13,421,241,240,1,0,1,43.13,57.32,0.7524,99.9587,241,0.1,0,-42.76,1.92,441.5,366.6,0.8303,0.6881,0.9959,0.569,17.44,30.66,74.9,109.2,1,reduced_speed,average,performance_loss,31.3,1,74.9,0.0,4,110.4,18.7,27.2,no,27.2,37.6,10.1,0.0,0.0,0.0,no,preventive,28.2,6.6,18,17,81.3,semi_skilled,0.9,0.0,no,no,37.4,SUP-002,413.0,4.84,1.11,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9587,99.8684,728.4,3.035,195.7,79.5,14.6,7.6,305.9,6708.7,11124.08,35.26,0.0,8.81,200,14980.0,3004.81,74.8,109.7102
MFG-LINE-PLT-005-06,PLT-005,WC-033,SHF-PLT-005-20240724-1,2024-07-24,1,424.6,PRD-2024-SKU-04475,automotive_body,WO-2024-48616,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,121.093,6.055,103.43,350.95,122.52,131.08,0.05,WC-004,128.57,96.52,WC-010,73.09,339,190,189,1,0,1,29.65,48.0,0.6177,99.9637,190,2.5,6,-43.95,2.43,424.6,384.5,0.9056,0.6177,0.9947,0.5564,16.4,29.48,40.1,117.6,1,idling_minor_stops,average,performance_loss,0.0,0,40.1,0.0,3,141.5,13.4,17.6,no,17.6,0.0,13.7,8.8,0.0,0.0,no,corrective,32.1,6.1,13,11,63.5,trainee,8.0,0.0,no,no,12.7,SUP-101,363.0,4.88,1.13,1.14,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9637,98.0365,579.7,3.067,128.1,77.3,11.6,7.5,243.5,3948.54,7856.33,36.76,0.0,9.19,200,8020.0,1613.19,25.1,99.4141
MFG-LINE-PLT-003-02,PLT-003,WC-045,SHF-PLT-003-20210725-3,2021-07-25,3,460.9,PRD-2021-SKU-03467,electronics_pcb,WO-2021-13220,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,51.777,6.213,48.32,121.65,53.62,62.03,0.12,WC-001,53.26,93.51,WC-001,0.0,756,324,323,1,0,1,69.5,98.63,0.7047,99.7991,324,1.1,3,-57.14,3.5,460.9,307.9,0.668,0.6401,0.9969,0.4263,13.64,32.01,153.0,182.2,1,reduced_speed,poor,performance_loss,28.2,1,153.0,0.0,6,76.8,25.5,77.0,yes,121.1,17.2,14.7,0.0,0.0,0.0,no,preventive,24.8,5.2,14,12,85.2,semi_skilled,10.1,0.3,no,no,74.4,SUP-068,2009.0,4.38,0.96,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7991,98.1633,249.4,0.772,45.1,27.7,,8.1,104.7,4484.48,10840.7,13.92,0.0,3.48,150,22950.0,4593.48,29.4,61.4095
MFG-LINE-PLT-004-06,PLT-004,WC-010,SHF-PLT-004-20210412-3,2021-04-12,3,477.3,PRD-2021-SKU-05564,industrial_machinery,WO-2021-39524,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,130.425,15.651,116.5,168.92,130.3,156.25,0.12,WC-001,143.46,99.9,WC-002,98.46,253,196,195,1,0,1,27.51,31.97,0.8605,99.795,196,0.9,3,-22.53,1.89,477.3,465.0,0.9742,0.7911,0.9949,0.7668,25.41,33.14,12.3,51.8,1,idling_minor_stops,good,performance_loss,37.5,1,12.3,0.0,1,477.3,12.3,12.3,no,0.0,0.0,12.3,0.0,0.0,0.0,no,predictive,6.6,6.9,14,13,79.5,multi_skilled,5.8,0.1,no,no,78.1,SUP-163,2050.0,4.37,0.96,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.795,98.1165,501.9,2.574,119.8,29.8,,8.3,210.8,4744.26,7233.92,75.92,0.0,18.98,100,1230.0,264.98,59.5,137.7359
MFG-LINE-PLT-004-01,PLT-004,WC-048,SHF-PLT-004-20241121-3,2024-11-21,3,422.2,PRD-2024-SKU-02659,industrial_machinery,WO-2024-17858,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,243.059,12.153,220.43,597.88,241.22,263.11,0.05,WC-010,254.71,95.27,WC-003,225.87,120,87,86,1,0,1,14.69,17.19,0.8546,99.9265,87,1.7,4,-27.5,6.11,422.2,392.0,0.9285,0.7747,0.9885,0.711,20.84,29.32,30.2,25.3,1,reduced_speed,good,performance_loss,36.5,2,30.2,0.0,3,140.7,10.1,21.7,no,21.7,0.0,0.0,0.0,8.4,0.0,no,corrective,28.6,6.3,3,2,73.4,expert,4.3,0.0,no,no,67.1,SUP-102,735.0,4.68,1.06,1.17,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9265,97.8636,217.7,2.531,51.9,13.7,,8.3,91.4,260.9,645.54,45.64,0.0,11.41,100,3020.0,615.41,65.6,56.7107
MFG-LINE-PLT-003-05,PLT-003,WC-020,SHF-PLT-003-20230504-1,2023-05-04,1,423.2,PRD-2023-SKU-04210,electronics_pcb,WO-2023-06365,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,61.281,7.354,54.52,92.36,58.43,73.42,0.12,WC-005,66.38,98.48,WC-004,0.0,648,360,359,1,0,1,58.71,92.07,0.6377,99.8221,360,5.4,18,-44.44,6.36,423.2,411.6,0.9726,0.57,0.9972,0.5528,16.25,29.39,11.6,271.6,1,reduced_speed,average,performance_loss,43.7,1,11.6,0.0,2,211.6,5.8,8.3,no,0.0,0.0,0.0,11.6,0.0,0.0,no,corrective,2.5,7.5,9,8,66.0,trainee,1.3,0.0,no,no,64.6,SUP-164,1779.0,4.41,0.97,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8221,97.1088,209.3,0.583,52.1,12.0,,8.5,87.9,1254.53,1768.38,8.24,0.0,2.06,150,1740.0,350.06,40.5,16.6833
MFG-LINE-PLT-010-01,PLT-010,WC-017,SHF-PLT-010-20200314-1,2020-03-14,1,445.4,PRD-2020-SKU-06430,industrial_machinery,WO-2020-82731,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,360.84,28.867,325.6,497.49,361.84,408.47,0.08,WC-002,385.54,97.13,WC-004,347.97,95,69,68,1,0,1,9.88,12.87,0.7677,99.8455,69,3.0,7,-27.37,9.16,445.4,419.2,0.9412,0.7673,0.9855,0.7117,22.01,30.93,26.2,20.9,1,idling_minor_stops,good,performance_loss,0.0,0,26.2,0.0,1,445.4,26.2,26.2,no,26.2,0.0,0.0,0.0,0.0,0.0,no,preventive,19.7,5.4,1,1,86.0,semi_skilled,5.3,0.0,no,no,39.9,SUP-077,1545.0,4.46,0.99,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8455,98.073,212.5,3.125,53.0,28.8,,7.9,89.2,476.94,878.11,21.89,0.0,5.47,100,2620.0,529.47,64.0,42.1391
MFG-LINE-PLT-004-04,PLT-004,WC-009,SHF-PLT-004-20220806-3,2022-08-06,3,468.8,PRD-2022-SKU-03328,industrial_machinery,WO-2022-94465,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,353.931,66.893,302.11,917.3,368.6,464.3,0.189,WC-002,372.13,95.58,WC-001,341.5,96,60,59,1,0,1,10.14,12.43,0.8158,99.7002,60,2.0,5,-37.5,0.34,468.8,397.7,0.8484,0.7284,0.9833,0.6076,19.78,32.56,71.1,22.4,1,idling_minor_stops,average,performance_loss,42.8,1,71.1,0.0,4,117.2,17.8,32.0,yes,0.0,65.0,0.0,0.0,6.2,0.0,no,corrective,24.6,6.3,24,22,91.6,skilled,6.4,0.0,no,yes,44.2,SUP-165,2998.0,4.25,0.92,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7002,98.4262,265.3,4.497,51.7,39.5,,7.0,111.4,8090.03,12155.09,55.36,0.0,13.84,100,7110.0,1435.84,47.6,399.4359
MFG-LINE-PLT-002-04,PLT-002,WC-042,SHF-PLT-002-20241229-2,2024-12-29,2,437.2,PRD-2024-SKU-07369,electronics_pcb,WO-2024-96180,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.082,4.074,17.66,24.23,19.88,25.8,0.213,WC-001,19.59,93.35,WC-003,0.0,1855,869,866,3,1,2,188.59,255.32,0.7386,99.7605,870,0.4,1,-53.15,6.26,437.2,375.2,0.8582,0.5443,0.9965,0.4655,14.13,30.36,62.0,727.5,3,reduced_speed,poor,performance_loss,98.7,4,62.0,0.0,6,72.9,10.3,15.3,no,11.6,0.0,9.4,41.0,0.0,0.0,no,predictive,15.6,6.6,22,19,75.2,semi_skilled,11.9,0.0,no,no,66.0,SUP-167,2395.0,4.32,0.94,0.98,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7605,98.6738,1027.9,1.187,231.5,62.0,,7.0,431.7,7454.75,17165.8,19.82,19.82,9.91,150,9300.0,1889.73,74.9,48.3189
MFG-LINE-PLT-003-05,PLT-003,WC-002,SHF-PLT-003-20210407-2,2021-04-07,2,468.9,PRD-2021-SKU-07499,electronics_pcb,WO-2021-70571,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,44.315,5.318,41.02,110.46,44.71,53.09,0.12,WC-004,46.44,95.27,WC-005,0.0,718,461,460,1,0,1,81.17,92.07,0.8816,99.8911,461,2.1,7,-35.79,5.89,468.9,367.4,0.7835,0.8177,0.9978,0.6393,20.82,32.56,101.5,102.8,1,setup_adjustment,average,availability_loss,26.6,1,101.5,0.0,2,234.4,50.7,72.2,yes,101.5,0.0,0.0,0.0,0.0,0.0,no,predictive,2.5,5.1,11,10,92.2,expert,3.0,0.6,no,no,36.6,SUP-040,1089.0,4.56,1.02,1.05,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8911,98.752,481.6,1.047,80.5,61.5,,7.4,202.3,3900.79,6957.61,7.88,0.0,1.97,150,15225.0,3046.97,69.6,31.5023
MFG-LINE-PLT-010-03,PLT-010,WC-036,SHF-PLT-010-20230907-1,2023-09-07,1,464.4,PRD-2023-SKU-05120,industrial_machinery,WO-2023-06739,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.478,4.857,36.03,65.52,41.09,48.49,0.12,WC-006,43.0,96.57,WC-007,0.0,799,571,570,1,0,1,88.83,103.45,0.8587,99.8523,571,3.7,11,-28.54,4.91,464.4,393.8,0.848,0.841,0.9982,0.7119,22.96,32.25,70.6,108.0,1,idling_minor_stops,good,performance_loss,8.1,1,70.6,0.0,3,154.8,23.5,37.9,yes,37.9,23.3,0.0,9.5,0.0,0.0,no,corrective,29.1,4.3,16,15,87.1,skilled,4.0,0.0,no,no,19.7,SUP-125,1477.0,4.47,0.99,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8523,99.2405,2253.8,3.954,514.4,320.7,,7.4,946.6,2351.72,5270.75,99.42,0.0,24.86,100,7060.0,1436.86,33.4,112.9672
MFG-LINE-PLT-003-02,PLT-003,WC-003,SHF-PLT-003-20240112-1,2024-01-12,1,476.9,PRD-2024-SKU-06187,electronics_pcb,WO-2024-83935,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,41.632,4.996,36.04,88.31,41.18,49.88,0.12,WC-001,41.84,91.36,WC-001,0.0,783,490,489,1,0,1,86.35,98.63,0.8755,99.9404,490,0.6,1,-37.42,20.51,476.9,340.5,0.714,0.8755,0.998,0.6238,20.66,33.12,136.4,69.7,1,setup_adjustment,average,availability_loss,0.0,0,136.4,0.0,8,59.6,17.1,56.4,yes,71.4,16.3,28.6,13.6,6.5,0.0,no,preventive,24.8,6.0,4,3,69.8,skilled,0.2,0.0,yes,no,65.4,SUP-128,596.0,4.74,1.08,1.13,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9404,97.9342,465.5,0.952,91.1,49.1,,7.6,195.5,1244.28,1341.35,11.25,0.0,2.81,150,20460.0,4094.81,41.4,16.5606
MFG-LINE-PLT-002-01,PLT-002,WC-008,SHF-PLT-002-20240928-2,2024-09-28,2,470.0,PRD-2024-SKU-07184,electronics_pcb,WO-2024-53159,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.194,2.11,38.17,56.04,42.07,45.68,0.05,WC-002,41.82,90.1,WC-001,0.0,740,614,613,1,0,1,85.21,94.49,0.9018,99.9818,614,0.7,2,-17.03,39.13,470.0,432.3,0.9198,0.9018,0.9984,0.8282,27.03,32.64,37.7,66.9,1,idling_minor_stops,good,performance_loss,0.0,0,37.7,0.0,3,156.7,12.6,21.5,no,0.0,0.0,0.0,21.5,16.2,0.0,no,preventive,26.7,6.6,3,2,92.3,expert,8.3,0.0,no,no,42.8,SUP-126,182.0,5.06,1.19,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9818,98.1324,524.1,0.855,127.4,77.9,,7.9,220.1,965.01,2049.35,20.96,0.0,5.24,150,5655.0,1136.24,66.0,25.9116
MFG-LINE-PLT-002-01,PLT-002,WC-033,SHF-PLT-002-20200911-3,2020-09-11,3,441.3,PRD-2020-SKU-04322,electronics_pcb,WO-2020-01006,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.249,2.412,43.0,82.02,46.86,52.23,0.05,WC-002,50.75,95.63,WC-001,0.0,694,492,491,1,0,1,74.61,94.49,0.7896,99.9373,492,0.4,1,-29.11,5.13,398.6,388.6,0.9749,0.8039,0.998,0.7821,21.65,27.68,10.0,120.0,1,reduced_speed,good,performance_loss,35.7,3,10.0,42.7,1,441.3,10.0,10.0,no,10.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,26.7,4.7,15,13,80.0,skilled,8.9,0.0,yes,no,80.0,SUP-144,627.0,4.73,1.08,1.22,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9373,99.5701,462.5,0.942,99.5,36.0,,7.6,194.2,6055.62,15038.54,12.02,0.0,3.0,150,1500.0,303.0,70.9,55.0061
MFG-LINE-PLT-004-02,PLT-004,WC-007,SHF-PLT-004-20231121-2,2023-11-21,2,435.4,PRD-2023-SKU-02191,industrial_machinery,WO-2023-46848,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,264.812,50.049,241.36,455.3,268.71,347.39,0.189,WC-002,279.89,96.08,WC-001,248.81,115,98,97,1,0,1,13.51,16.0,0.8444,99.7061,98,1.8,3,-14.78,1.11,435.4,435.4,1.0,0.8441,0.9898,0.8355,25.26,30.23,0.0,18.1,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,435.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.9,14,12,88.4,skilled,11.3,0.0,no,no,31.3,SUP-070,2939.0,4.25,0.92,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7061,98.6146,286.5,2.954,63.9,22.4,,8.0,120.3,3775.83,4765.89,93.04,0.0,23.26,100,0.0,23.26,43.6,182.0581
MFG-LINE-PLT-003-05,PLT-003,WC-020,SHF-PLT-003-20240822-1,2024-08-22,1,424.1,PRD-2024-SKU-03991,electronics_pcb,WO-2024-55861,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,44.002,5.28,39.36,86.08,43.6,52.71,0.12,WC-001,48.02,99.2,WC-002,0.0,650,512,511,1,0,1,81.75,92.07,0.8879,99.9351,512,0.1,0,-21.23,3.14,424.1,389.8,0.9191,0.8559,0.998,0.7851,23.12,29.45,34.3,86.2,1,idling_minor_stops,good,performance_loss,14.1,1,34.3,0.0,2,212.1,17.1,29.5,no,29.5,0.0,0.0,0.0,4.8,0.0,no,preventive,2.5,6.7,24,23,88.6,skilled,3.0,0.0,no,no,82.9,SUP-036,649.0,4.72,1.07,1.14,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9351,98.9965,549.3,1.075,150.9,58.2,,7.3,230.7,9182.37,19584.43,7.03,0.0,1.76,150,5145.0,1030.76,29.0,63.3389
MFG-LINE-PLT-006-02,PLT-006,WC-046,SHF-PLT-006-20220226-1,2022-02-26,1,447.2,PRD-2022-SKU-05535,food_beverage,WO-2022-54878,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.506,1.021,8.0,22.36,8.68,10.19,0.12,WC-019,9.51,99.9,WC-007,0.0,4055,2485,2478,7,2,5,423.07,545.45,0.7756,99.7545,2487,0.3,0,-38.72,22.16,447.2,352.4,0.788,0.7756,0.9972,0.6095,18.93,31.06,94.8,719.0,7,reduced_speed,average,performance_loss,0.0,0,94.8,0.0,5,89.4,19.0,29.0,no,75.7,0.0,0.0,11.9,7.3,0.0,no,corrective,15.5,6.3,16,15,93.5,semi_skilled,3.3,0.0,no,no,30.9,SUP-124,2455.0,4.31,0.94,1.01,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7545,99.1165,1469.5,0.593,367.2,128.6,,7.0,617.2,4146.56,4678.77,12.56,25.12,15.7,80,7584.0,1557.62,63.8,16.157
MFG-LINE-PLT-008-01,PLT-008,WC-024,SHF-PLT-008-20230520-3,2023-05-20,3,431.9,PRD-2023-SKU-04113,medical_devices,WO-2023-60708,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,132.726,15.927,119.67,319.24,131.76,159.01,0.12,WC-001,140.8,96.44,WC-002,101.12,227,146,145,1,0,1,27.12,31.61,0.858,99.9818,146,2.4,7,-35.68,6.72,431.9,323.1,0.7481,0.8579,0.9932,0.6374,19.12,29.99,108.8,24.2,1,equipment_failure,average,availability_loss,0.0,0,108.8,0.0,4,108.0,27.2,66.4,yes,81.8,0.0,0.0,27.0,0.0,0.0,no,corrective,7.3,6.4,4,3,60.9,expert,12.4,0.0,no,no,63.1,SUP-055,182.0,5.06,1.19,1.22,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9818,98.891,196.0,1.352,40.7,19.5,,7.7,82.3,1102.86,1146.15,12.96,0.0,3.24,250,27200.0,5443.24,48.8,28.5598
MFG-LINE-PLT-003-02,PLT-003,WC-020,SHF-PLT-003-20240603-2,2024-06-03,2,441.5,PRD-2024-SKU-09123,electronics_pcb,WO-2024-05727,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,49.44,5.933,43.68,75.3,49.5,59.23,0.12,WC-001,51.89,95.41,WC-001,0.0,719,402,398,4,2,2,72.67,98.63,0.7368,99.1236,404,3.2,12,-44.09,2.85,441.5,331.9,0.7518,0.7368,0.99,0.5484,16.81,30.66,109.6,143.6,4,reduced_speed,average,performance_loss,0.0,0,109.6,0.0,7,63.1,15.7,29.8,no,43.3,56.7,5.3,4.3,0.0,0.0,no,corrective,24.8,5.3,23,19,71.5,semi_skilled,14.7,0.0,no,no,66.9,SUP-093,8764.0,3.88,0.79,0.81,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.1236,98.593,168.4,0.423,33.4,19.4,,8.9,70.7,8317.36,11059.16,15.44,30.88,7.72,150,16440.0,3326.6,26.6,64.2799
MFG-LINE-PLT-005-03,PLT-005,WC-049,SHF-PLT-005-20230216-3,2023-02-16,3,433.4,PRD-2023-SKU-04742,automotive_body,WO-2023-04834,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,66.952,3.348,61.44,173.84,69.34,72.48,0.05,WC-002,66.31,90.04,WC-001,3.35,459,266,265,1,0,1,53.74,63.6,0.845,99.9888,266,0.1,0,-42.05,2.45,433.4,372.5,0.8595,0.6736,0.9962,0.5767,17.36,30.1,60.9,128.9,1,reduced_speed,average,performance_loss,75.6,2,60.9,0.0,5,86.7,12.2,24.1,no,35.0,0.0,21.3,0.0,4.7,0.0,no,corrective,32.9,5.1,17,15,79.8,expert,6.5,0.0,no,yes,20.1,SUP-017,112.0,5.19,1.23,1.24,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9888,97.2103,553.6,2.089,112.8,28.2,11.1,8.3,232.5,6747.79,11062.8,14.43,0.0,3.61,200,12180.0,2439.61,50.6,81.6942
MFG-LINE-PLT-004-01,PLT-004,WC-026,SHF-PLT-004-20230203-2,2023-02-03,2,423.7,PRD-2023-SKU-04016,industrial_machinery,WO-2023-94645,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,249.738,12.487,212.98,593.3,253.0,270.34,0.05,WC-006,260.39,94.79,WC-001,232.55,121,73,72,1,0,1,14.36,17.19,0.8354,99.9246,73,0.5,1,-39.67,1.13,423.7,328.2,0.7746,0.7763,0.9863,0.5931,17.45,29.42,95.5,21.0,1,setup_adjustment,average,availability_loss,23.1,1,95.5,0.0,7,60.5,13.6,21.4,no,42.6,9.4,13.5,14.4,0.0,15.5,no,predictive,28.6,5.8,10,9,84.4,skilled,6.2,0.5,no,no,80.1,SUP-033,754.0,4.67,1.06,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9246,99.3011,260.3,3.615,65.8,18.9,,7.6,109.3,1190.83,2953.74,34.76,0.0,8.69,100,9550.0,1918.69,47.9,92.8062
MFG-LINE-PLT-002-04,PLT-002,WC-005,SHF-PLT-002-20240512-1,2024-05-12,1,441.3,PRD-2024-SKU-06031,electronics_pcb,WO-2024-79853,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.459,2.53,13.73,40.83,12.07,18.63,0.175,WC-002,16.79,99.9,WC-003,0.0,1874,1548,1545,3,1,2,248.85,255.32,0.9747,99.8386,1549,0.1,0,-17.4,11.06,441.3,394.7,0.8944,0.9217,0.9981,0.8228,25.21,30.65,46.6,131.5,3,equipment_failure,good,availability_loss,21.5,1,46.6,0.0,4,110.3,11.6,14.0,no,0.0,23.1,23.5,0.0,0.0,0.0,no,corrective,15.6,7.3,23,19,63.8,expert,14.0,0.0,no,no,48.8,SUP-147,1614.0,4.45,0.98,1.04,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8386,98.1102,1602.2,1.037,423.9,146.6,,7.4,672.9,8160.64,13783.76,9.49,9.49,4.75,150,6990.0,1412.24,40.4,23.7119
MFG-LINE-PLT-004-02,PLT-004,WC-036,SHF-PLT-004-20220418-1,2022-04-18,1,467.2,PRD-2022-SKU-07810,industrial_machinery,WO-2022-86512,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,277.711,59.291,244.15,656.11,295.22,375.54,0.213,WC-001,330.57,99.9,WC-002,261.71,124,91,90,1,0,1,12.92,16.0,0.8075,99.6415,91,0.5,1,-26.61,5.78,467.2,454.0,0.9717,0.7517,0.989,0.7224,23.44,32.44,13.2,30.1,1,reduced_speed,good,performance_loss,31.5,1,13.2,0.0,1,467.2,13.2,13.2,no,0.0,0.0,13.2,0.0,0.0,0.0,no,preventive,6.1,7.4,3,2,85.7,semi_skilled,12.8,0.0,no,no,84.6,SUP-068,3585.0,4.19,0.9,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6415,97.3745,300.6,3.34,51.0,15.3,,7.8,126.3,415.52,524.31,28.67,0.0,7.17,100,1320.0,271.17,73.9,39.4311
MFG-LINE-PLT-004-06,PLT-004,WC-033,SHF-PLT-004-20240718-2,2024-07-18,2,437.6,PRD-2024-SKU-05453,industrial_machinery,WO-2024-16903,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,135.581,16.27,121.01,343.08,139.56,162.43,0.12,WC-001,138.66,92.98,WC-003,103.61,232,168,167,1,0,1,26.42,31.97,0.8264,99.848,168,0.1,0,-27.59,2.29,437.6,381.5,0.8718,0.8264,0.994,0.7161,21.76,30.39,56.1,35.3,1,idling_minor_stops,good,performance_loss,0.0,0,56.1,0.0,4,109.4,14.0,18.2,no,0.0,0.0,31.0,25.1,0.0,0.0,no,preventive,6.6,5.9,12,10,69.3,skilled,11.7,0.0,no,no,38.0,SUP-141,1520.0,4.46,0.99,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,yes,99.848,98.8605,550.6,3.297,105.4,62.0,,7.8,231.3,2784.13,3045.7,27.05,0.0,6.76,100,5610.0,1128.76,53.0,62.1211
MFG-LINE-PLT-005-02,PLT-005,WC-033,SHF-PLT-005-20201119-2,2020-11-19,2,460.8,PRD-2020-SKU-03361,automotive_body,WO-2020-37890,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,63.237,5.059,54.31,122.16,66.52,71.58,0.08,WC-001,70.06,99.9,WC-005,0.0,581,325,324,1,0,1,56.92,75.79,0.751,99.9707,325,0.8,2,-44.06,42.18,460.8,384.8,0.8351,0.6686,0.9969,0.5566,17.81,32.0,76.0,161.1,1,idling_minor_stops,average,performance_loss,42.2,2,76.0,0.0,4,115.2,19.0,25.7,no,0.0,58.2,17.8,0.0,0.0,0.0,no,preventive,1.3,7.3,1,1,81.8,semi_skilled,3.1,0.0,no,no,89.2,SUP-033,293.0,4.94,1.15,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9707,97.6941,880.0,2.716,178.3,127.7,17.6,7.8,369.6,396.73,447.51,32.83,0.0,8.21,200,15200.0,3048.21,38.9,35.537
MFG-LINE-PLT-004-01,PLT-004,WC-035,SHF-PLT-004-20230702-1,2023-07-02,1,436.7,PRD-2023-SKU-06855,industrial_machinery,WO-2023-05343,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,241.443,12.072,215.74,452.2,240.28,261.36,0.05,WC-010,252.37,95.02,WC-003,224.25,124,82,81,1,0,1,14.8,17.19,0.861,99.8851,82,1.5,5,-33.87,0.93,436.7,356.1,0.8154,0.8036,0.9878,0.6473,19.63,30.33,80.6,20.0,1,idling_minor_stops,average,performance_loss,23.8,1,80.6,0.0,2,218.4,40.3,61.5,yes,61.5,19.1,0.0,0.0,0.0,0.0,no,preventive,28.6,3.9,13,12,93.7,skilled,7.5,1.6,no,yes,88.1,SUP-082,1149.0,4.55,1.02,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8851,97.8973,259.4,3.203,49.3,27.4,,7.9,108.9,3096.6,2640.22,49.86,0.0,12.46,100,8060.0,1624.46,34.4,121.3005
MFG-LINE-PLT-007-02,PLT-007,WC-033,SHF-PLT-007-20201126-1,2020-11-26,1,453.7,PRD-2020-SKU-07910,industrial_machinery,WO-2020-93234,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,275.713,33.086,259.81,823.37,291.75,330.3,0.12,WC-001,291.38,96.07,WC-002,260.17,117,66,65,1,0,1,12.94,15.54,0.8327,99.7484,66,0.1,0,-43.59,0.66,453.7,399.4,0.8803,0.6379,0.9848,0.553,17.42,31.51,54.3,37.5,1,reduced_speed,average,performance_loss,93.4,3,54.3,0.0,4,113.4,13.6,25.5,no,47.4,0.0,0.0,6.9,0.0,0.0,no,preventive,32.8,3.9,15,13,72.8,skilled,12.7,0.0,no,no,31.0,SUP-065,2516.0,4.3,0.93,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7484,97.5795,207.3,3.19,47.1,20.3,,7.9,87.1,2125.37,3534.12,114.59,0.0,28.65,100,5430.0,1114.65,61.3,203.422
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20220113-2,2022-01-13,2,423.8,PRD-2022-SKU-02065,electronics_pcb,WO-2022-30353,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.136,1.607,29.45,81.06,32.6,34.79,0.05,WC-002,32.85,92.93,WC-001,0.0,937,727,726,1,0,1,111.98,132.84,0.843,99.9482,727,0.2,0,-22.41,7.34,423.8,416.0,0.9816,0.7893,0.9986,0.7737,22.77,29.43,7.8,194.1,1,reduced_speed,good,performance_loss,26.5,2,7.8,0.0,2,211.9,3.9,4.6,no,0.0,0.0,0.0,4.6,3.2,0.0,no,corrective,11.0,6.7,15,14,67.8,skilled,6.5,0.0,no,no,12.2,SUP-023,518.0,4.78,1.09,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9482,97.3221,547.4,0.754,151.1,33.0,,8.1,229.9,4928.49,5198.05,7.54,0.0,1.89,150,1170.0,235.89,47.1,21.4988
MFG-LINE-PLT-003-02,PLT-003,WC-013,SHF-PLT-003-20230408-1,2023-04-08,1,447.5,PRD-2023-SKU-01578,electronics_pcb,WO-2023-36060,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.902,4.668,33.28,95.52,38.55,46.6,0.12,WC-001,39.11,91.4,WC-001,0.0,735,477,476,1,0,1,92.51,98.63,0.9379,99.9309,477,0.0,0,-35.1,5.32,447.5,309.4,0.6914,0.938,0.9979,0.6471,20.11,31.07,138.1,31.5,1,equipment_failure,average,availability_loss,0.0,0,138.1,0.0,9,49.7,15.3,38.7,yes,31.9,51.4,46.2,8.5,0.0,0.0,no,corrective,24.8,5.2,13,12,83.6,expert,1.0,0.0,no,no,48.0,SUP-171,691.0,4.7,1.07,1.16,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9309,99.4589,221.3,0.465,55.7,20.9,,8.8,92.9,2612.63,5729.05,10.02,0.0,2.5,150,20715.0,4145.5,32.0,27.5656
MFG-LINE-PLT-002-04,PLT-002,WC-038,SHF-PLT-002-20201114-1,2020-11-14,1,461.1,PRD-2020-SKU-09215,electronics_pcb,WO-2020-72289,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,18.124,3.869,17.2,50.95,18.27,24.51,0.213,WC-002,19.89,99.78,WC-004,0.0,1956,1240,1236,4,1,3,198.55,255.32,0.7777,99.7237,1241,0.4,1,-36.61,32.17,461.1,374.7,0.8126,0.7777,0.9968,0.6299,20.17,32.02,86.4,354.5,4,idling_minor_stops,average,performance_loss,0.0,0,86.4,0.0,4,115.3,21.6,45.6,yes,45.6,0.0,9.1,0.0,7.8,23.8,no,preventive,15.6,7.0,6,5,65.4,semi_skilled,5.1,0.0,no,yes,21.8,SUP-006,2763.0,4.27,0.92,0.92,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7237,98.4329,1478.3,1.196,328.4,214.7,,7.0,620.9,2295.95,4415.35,12.16,12.16,9.12,150,12960.0,2613.28,67.5,17.6292
MFG-LINE-PLT-008-01,PLT-008,WC-011,SHF-PLT-008-20230423-1,2023-04-23,1,428.9,PRD-2023-SKU-09680,medical_devices,WO-2023-37866,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,117.374,14.085,104.8,229.44,118.44,140.61,0.12,WC-002,124.39,96.34,WC-001,85.76,225,199,198,1,0,1,30.53,31.61,0.9658,99.9799,199,1.6,5,-11.56,3.08,403.0,375.1,0.966,0.9789,0.9986,0.9443,25.92,27.99,27.9,0.0,1,equipment_failure,world_class,availability_loss,9.9,1,27.9,25.9,2,214.5,13.9,24.3,no,24.3,0.0,0.0,3.6,0.0,0.0,yes,corrective,7.3,9.1,11,9,89.2,expert,11.7,0.0,no,no,81.5,SUP-117,200.6,6.0,1.8,1.29,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9799,97.4144,301.9,1.525,79.8,32.1,,7.5,126.8,2803.34,5042.13,8.79,0.0,2.2,250,6975.0,1397.2,60.4,48.458
MFG-LINE-PLT-010-04,PLT-010,WC-017,SHF-PLT-010-20230705-1,2023-07-05,1,442.9,PRD-2023-SKU-02648,industrial_machinery,WO-2023-23051,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,276.9,33.228,246.62,551.2,283.9,331.73,0.12,WC-007,283.59,93.11,WC-004,263.28,100,65,64,1,0,1,13.0,13.62,0.9545,99.9357,65,0.5,1,-35.0,2.89,442.9,387.7,0.8754,0.7385,0.9846,0.6366,19.58,30.76,55.2,23.0,1,idling_minor_stops,average,performance_loss,87.6,2,55.2,0.0,3,147.6,18.4,22.9,no,0.0,38.2,0.0,0.0,0.0,17.0,no,corrective,14.7,6.4,4,3,71.1,multi_skilled,13.9,0.4,no,no,21.8,SUP-020,643.0,4.72,1.07,1.14,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9357,98.3459,155.8,2.435,28.5,15.7,,8.4,65.4,1330.32,2704.59,25.04,0.0,6.26,100,5520.0,1110.26,56.0,88.4767
MFG-LINE-PLT-004-04,PLT-004,WC-024,SHF-PLT-004-20210526-3,2021-05-26,3,447.6,PRD-2021-SKU-05600,industrial_machinery,WO-2021-79670,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,530.841,143.991,497.68,1003.14,501.38,768.43,0.271,WC-002,582.97,99.84,WC-001,518.41,91,39,38,1,0,1,6.66,12.43,0.5358,99.1287,39,3.6,12,-57.14,0.39,447.6,405.2,0.9053,0.4648,0.9744,0.41,12.74,31.08,42.4,44.9,1,idling_minor_stops,poor,performance_loss,53.8,2,42.4,0.0,3,149.2,14.1,25.8,no,34.9,0.0,0.0,7.5,0.0,0.0,no,preventive,24.6,5.4,16,13,72.2,trainee,14.3,1.8,no,no,42.6,SUP-097,8713.0,3.88,0.79,0.89,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.1287,97.2258,139.6,3.674,35.3,7.1,,7.6,58.6,5303.08,12596.07,45.61,0.0,11.4,100,4240.0,859.4,28.5,517.8405
MFG-LINE-PLT-005-06,PLT-005,WC-009,SHF-PLT-005-20201216-1,2020-12-16,1,439.8,PRD-2020-SKU-05282,automotive_body,WO-2020-29614,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,122.171,6.109,106.94,195.52,118.05,132.25,0.05,WC-004,127.27,94.7,WC-003,74.17,351,185,184,1,0,1,29.43,48.0,0.6131,99.9362,185,3.1,7,-47.29,1.57,439.8,377.2,0.8577,0.6131,0.9946,0.523,15.97,30.54,62.6,116.7,1,reduced_speed,average,performance_loss,0.0,0,62.6,0.0,2,219.9,31.3,54.3,yes,0.0,0.0,0.0,8.3,0.0,54.3,no,corrective,32.1,5.4,17,16,72.2,trainee,4.1,2.0,no,yes,84.0,SUP-024,638.0,4.72,1.07,1.13,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9362,98.0592,509.5,2.769,131.0,29.7,10.2,7.8,214.0,4099.3,3928.76,83.58,0.0,20.89,200,12520.0,2524.89,30.6,127.665
MFG-LINE-PLT-005-01,PLT-005,WC-044,SHF-PLT-005-20231021-1,2023-10-21,1,432.0,PRD-2023-SKU-08594,automotive_body,WO-2023-64515,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,35.971,4.316,30.72,48.63,36.33,43.09,0.12,WC-001,39.71,99.9,WC-004,0.0,753,606,605,1,0,1,99.94,104.65,0.955,99.9541,606,0.5,1,-19.52,4.94,432.0,411.0,0.9514,0.8453,0.9983,0.8029,24.09,30.0,21.0,110.9,1,reduced_speed,good,performance_loss,47.2,3,21.0,0.0,2,216.0,10.5,14.4,no,0.0,0.0,21.0,0.0,0.0,0.0,no,corrective,20.8,7.2,20,17,73.0,multi_skilled,11.8,0.0,no,no,10.7,SUP-034,459.0,4.81,1.1,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,no,no,99.9541,99.8168,1398.2,2.311,300.9,136.3,28.0,8.2,587.2,6847.11,15119.11,34.74,0.0,8.69,200,4200.0,848.69,50.1,71.1052
MFG-LINE-PLT-006-02,PLT-006,WC-036,SHF-PLT-006-20220415-2,2022-04-15,2,449.6,PRD-2022-SKU-07754,food_beverage,WO-2022-99912,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.397,0.888,6.48,10.23,7.2,8.86,0.12,WC-011,7.86,96.64,WC-008,0.0,4083,2443,2440,3,1,2,486.55,545.45,0.892,99.9088,2444,0.1,0,-40.17,65.13,449.6,301.3,0.6701,0.892,0.9988,0.597,18.64,31.22,148.3,295.8,3,equipment_failure,average,availability_loss,0.0,0,148.3,0.0,10,45.0,14.8,35.8,yes,35.8,47.5,17.0,7.3,14.7,25.9,no,corrective,15.5,5.2,6,5,63.6,multi_skilled,7.2,0.0,no,no,89.1,SUP-194,912.0,4.62,1.04,1.18,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9088,98.3856,910.1,0.373,165.9,68.6,,8.1,382.2,1042.1,1519.37,5.64,5.64,2.82,80,11864.0,2381.26,47.8,6.6967
MFG-LINE-PLT-004-03,PLT-004,WC-038,SHF-PLT-004-20200511-1,2020-05-11,1,448.3,PRD-2020-SKU-08772,industrial_machinery,WO-2020-91595,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,154.898,7.745,137.38,416.25,152.34,167.68,0.05,WC-002,158.57,93.06,WC-005,127.81,202,65,64,1,0,1,22.94,27.09,0.8468,99.9158,65,0.8,1,-67.82,0.95,448.3,272.9,0.6087,0.5277,0.9846,0.3162,9.84,31.13,175.4,58.2,1,reduced_speed,poor,performance_loss,102.9,4,175.4,0.0,8,56.0,21.9,43.1,yes,108.3,18.4,22.1,0.0,4.7,21.9,no,corrective,22.2,5.3,10,9,72.1,skilled,4.2,0.0,no,yes,35.1,SUP-171,842.0,4.64,1.05,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9158,97.8605,170.9,2.67,39.1,13.7,,8.2,71.8,3299.12,3102.28,43.02,0.0,10.76,100,17540.0,3518.76,54.5,143.7141
MFG-LINE-PLT-008-02,PLT-008,WC-035,SHF-PLT-008-20231215-2,2023-12-15,2,461.8,PRD-2023-SKU-01418,medical_devices,WO-2023-41569,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,53.292,4.263,45.57,133.94,52.38,60.33,0.08,WC-005,53.87,91.9,WC-004,0.0,715,431,430,1,0,1,67.54,93.02,0.7261,99.9805,431,0.6,1,-39.72,5.08,461.8,382.9,0.8291,0.7261,0.9977,0.6006,19.26,32.07,78.9,162.6,1,reduced_speed,average,performance_loss,0.0,0,78.9,0.0,5,92.4,15.8,26.3,no,58.8,7.4,12.7,0.0,0.0,0.0,no,corrective,8.4,5.8,13,11,81.0,semi_skilled,13.3,0.0,no,no,33.3,SUP-097,195.0,5.05,1.18,1.25,contamination,functional_failure,automated_vision,no,no,no,no,99.9805,97.0916,353.9,0.823,89.9,36.4,,8.6,148.6,4171.76,4083.23,9.26,0.0,2.31,250,19725.0,3947.31,66.1,28.4792
MFG-LINE-PLT-003-01,PLT-003,WC-031,SHF-PLT-003-20240720-3,2024-07-20,3,462.6,PRD-2024-SKU-06524,electronics_pcb,WO-2024-91494,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,29.048,1.452,25.98,79.53,28.76,31.44,0.05,WC-008,30.54,95.58,WC-007,0.0,1353,699,698,1,0,1,123.89,175.61,0.7055,99.9314,699,0.1,0,-48.34,4.31,462.6,391.5,0.8463,0.61,0.9986,0.5155,16.56,32.13,71.1,446.9,1,reduced_speed,average,performance_loss,53.0,2,71.1,0.0,5,92.5,14.2,21.7,no,13.8,11.6,21.7,0.0,4.3,19.6,no,preventive,24.0,4.4,24,21,66.6,semi_skilled,11.3,0.0,no,no,73.9,SUP-184,686.0,4.7,1.07,1.16,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9314,97.7788,450.2,0.645,106.5,65.4,,8.4,189.1,6344.93,9442.57,8.41,0.0,2.1,150,10665.0,2135.1,39.8,31.0402
MFG-LINE-PLT-005-05,PLT-005,WC-002,SHF-PLT-005-20200405-2,2020-04-05,2,466.8,PRD-2020-SKU-07022,automotive_body,WO-2020-25648,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,83.803,2.514,72.52,196.27,83.75,87.95,0.03,WC-001,85.28,92.52,WC-003,24.78,458,294,293,1,0,1,42.9,59.02,0.7269,99.9751,294,3.9,8,-35.81,1.98,466.8,455.2,0.9751,0.6567,0.9966,0.6382,20.69,32.41,11.6,153.7,1,reduced_speed,average,performance_loss,43.9,1,11.6,0.0,1,466.8,11.6,11.6,no,0.0,11.6,0.0,0.0,0.0,0.0,no,corrective,23.7,5.0,22,19,84.9,semi_skilled,9.8,0.0,no,yes,86.4,SUP-047,249.0,4.98,1.16,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9751,99.6393,867.3,2.96,200.9,129.8,17.3,7.6,364.3,5509.84,5816.59,37.73,0.0,9.43,200,2320.0,473.43,29.6,76.5155
MFG-LINE-PLT-007-02,PLT-007,WC-002,SHF-PLT-007-20240616-3,2024-06-16,3,452.3,PRD-2024-SKU-09720,industrial_machinery,WO-2024-96963,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,320.033,38.404,284.13,561.98,326.18,383.4,0.12,WC-001,329.5,93.6,WC-002,304.49,116,69,68,1,0,1,11.12,15.54,0.7156,99.5675,69,0.4,1,-40.52,0.45,452.3,394.6,0.8724,0.675,0.9855,0.5804,18.23,31.41,57.7,33.2,1,idling_minor_stops,average,performance_loss,22.2,2,57.7,0.0,5,90.5,11.5,18.0,no,0.0,0.0,28.1,26.0,3.6,0.0,no,emergency,32.8,6.1,22,20,60.7,semi_skilled,7.9,0.0,no,no,40.0,SUP-008,4325.0,4.13,0.88,0.88,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5675,97.5372,203.0,2.986,38.3,26.2,,8.0,85.3,8252.94,7087.55,15.55,0.0,3.89,100,5770.0,1157.89,60.8,241.3741
MFG-LINE-PLT-004-05,PLT-004,WC-034,SHF-PLT-004-20220110-2,2022-01-10,2,454.4,PRD-2022-SKU-05062,industrial_machinery,WO-2022-46460,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,197.154,9.858,169.5,309.61,200.95,213.42,0.05,WC-009,208.24,96.02,WC-004,173.36,179,129,128,1,0,1,18.16,23.79,0.7633,99.8375,129,0.6,2,-27.93,1.54,454.4,426.2,0.9379,0.7633,0.9922,0.7104,22.42,31.55,28.2,40.0,1,idling_minor_stops,good,performance_loss,0.0,0,28.2,0.0,3,151.5,9.4,14.6,no,20.7,0.0,7.5,0.0,0.0,0.0,no,corrective,3.8,7.0,12,11,87.5,semi_skilled,2.9,0.0,no,no,68.5,SUP-095,1625.0,4.44,0.98,1.04,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8375,99.2924,462.8,3.616,82.2,31.1,,7.6,194.4,4918.74,6930.95,48.71,0.0,12.18,100,2820.0,576.18,63.3,141.6662
MFG-LINE-PLT-005-04,PLT-005,WC-001,SHF-PLT-005-20220512-1,2022-05-12,1,437.7,PRD-2022-SKU-04119,automotive_body,WO-2022-55738,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.253,6.27,47.01,127.66,51.89,62.6,0.12,WC-003,52.2,90.81,WC-004,0.0,563,302,301,1,0,1,68.73,77.25,0.8897,99.9713,302,0.1,0,-46.36,2.75,437.7,358.4,0.8188,0.6544,0.9967,0.5341,16.24,30.4,79.3,159.5,1,reduced_speed,average,performance_loss,94.8,3,79.3,0.0,5,87.5,15.9,37.0,yes,37.0,6.9,22.3,8.3,4.9,0.0,no,emergency,15.6,5.5,17,15,92.0,skilled,6.6,0.0,no,no,39.5,SUP-017,287.0,4.94,1.15,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9713,99.4194,589.1,1.957,113.8,78.8,11.8,8.4,247.4,6428.07,13827.42,36.22,0.0,9.05,200,15860.0,3181.05,31.1,103.6343
MFG-LINE-PLT-004-03,PLT-004,WC-047,SHF-PLT-004-20240925-2,2024-09-25,2,469.2,PRD-2024-SKU-05303,industrial_machinery,WO-2024-08418,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,158.833,7.942,148.48,386.47,161.08,171.94,0.05,WC-003,159.57,91.33,WC-005,131.74,211,148,147,1,0,1,22.59,27.09,0.8339,99.8031,148,0.1,0,-29.86,1.17,469.2,418.7,0.8924,0.7829,0.9932,0.6939,22.61,32.58,50.5,41.0,1,idling_minor_stops,average,performance_loss,25.7,1,50.5,0.0,4,117.3,12.6,22.0,no,22.0,0.0,9.5,10.5,8.5,0.0,no,preventive,22.2,5.9,17,16,63.4,skilled,5.0,0.0,no,no,29.5,SUP-191,1969.0,4.38,0.96,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8031,99.4063,486.1,3.307,121.7,52.1,,7.8,204.2,4508.48,8464.65,26.64,0.0,6.66,100,5050.0,1016.66,61.7,115.0738
MFG-LINE-PLT-008-01,PLT-008,WC-043,SHF-PLT-008-20230805-1,2023-08-05,1,464.4,PRD-2023-SKU-04465,medical_devices,WO-2023-36134,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,120.883,14.506,104.55,274.88,124.79,144.82,0.12,WC-002,133.18,99.9,WC-001,89.27,244,134,133,1,0,1,29.63,31.61,0.9374,99.9857,134,0.6,1,-45.08,1.07,464.4,428.7,0.9231,0.5934,0.9925,0.5437,17.53,32.25,35.7,91.8,1,reduced_speed,average,performance_loss,157.3,4,35.7,0.0,3,154.8,11.9,21.2,no,0.0,0.0,14.5,21.2,0.0,0.0,no,corrective,7.3,6.7,18,16,72.8,multi_skilled,6.0,0.0,no,no,63.3,SUP-104,143.0,5.13,1.21,1.22,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9857,97.5372,164.3,1.235,40.8,19.1,,7.9,69.0,5527.35,7493.24,4.7,0.0,1.18,250,8925.0,1786.18,73.1,102.6345
MFG-LINE-PLT-003-04,PLT-003,WC-040,SHF-PLT-003-20211010-3,2021-10-10,3,449.0,PRD-2021-SKU-05589,electronics_pcb,WO-2021-90298,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.755,1.738,30.99,62.64,35.11,37.62,0.05,WC-003,35.35,92.46,WC-002,0.0,992,663,661,2,0,2,103.45,132.84,0.7788,99.8057,663,0.5,1,-33.17,6.79,449.0,424.8,0.9461,0.7049,0.997,0.6649,20.73,31.18,24.2,277.6,2,idling_minor_stops,average,performance_loss,40.3,1,24.2,0.0,3,149.7,8.1,10.3,no,0.0,0.0,0.0,14.0,0.0,10.3,no,preventive,11.0,4.6,16,13,90.0,skilled,15.6,1.4,no,no,73.3,SUP-045,1943.0,4.39,0.96,1.08,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8057,97.5938,814.4,1.232,207.2,117.4,,6.9,342.0,4386.13,5480.76,23.68,0.0,11.84,150,3630.0,737.84,35.3,38.6789
MFG-LINE-PLT-005-04,PLT-005,WC-039,SHF-PLT-005-20241021-3,2024-10-21,3,470.1,PRD-2024-SKU-08196,automotive_body,WO-2024-12686,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,65.364,7.844,56.07,145.01,66.5,78.31,0.12,WC-004,73.65,99.9,WC-002,0.0,604,363,362,1,0,1,55.06,77.25,0.7128,99.9063,363,0.7,2,-39.9,2.72,470.1,395.6,0.8415,0.7127,0.9972,0.5981,19.52,32.64,74.5,146.3,1,idling_minor_stops,average,performance_loss,0.0,0,74.5,0.0,5,94.0,14.9,26.9,no,0.0,0.0,27.4,20.2,0.0,26.9,no,predictive,15.6,6.0,20,17,76.5,semi_skilled,14.8,0.0,no,no,47.4,SUP-168,937.0,4.61,1.04,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9063,98.8992,1177.6,3.253,258.4,92.8,23.6,7.4,494.6,5820.39,14279.87,58.47,0.0,14.62,200,14900.0,2994.62,43.2,114.1571
MFG-LINE-PLT-010-01,PLT-010,WC-009,SHF-PLT-010-20220410-1,2022-04-10,1,433.2,PRD-2022-SKU-06014,industrial_machinery,WO-2022-61424,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,294.555,23.564,270.27,497.29,298.25,333.44,0.08,WC-002,294.32,90.84,WC-001,281.69,92,53,52,1,0,1,12.05,12.87,0.9363,99.9371,53,0.0,0,-42.39,1.03,433.2,290.9,0.6715,0.8492,0.9811,0.5595,16.83,30.09,142.3,9.4,1,equipment_failure,average,availability_loss,27.1,2,142.3,0.0,5,86.6,28.5,42.5,yes,53.9,88.3,0.0,0.0,0.0,0.0,no,preventive,19.7,5.9,8,7,86.7,expert,4.2,0.0,no,no,43.5,SUP-121,629.0,4.73,1.08,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9371,99.5878,93.4,1.796,17.2,4.9,,8.8,39.2,1581.88,1313.24,25.89,0.0,6.47,100,14230.0,2852.47,51.6,82.0633
MFG-LINE-PLT-005-01,PLT-005,WC-046,SHF-PLT-005-20230901-2,2023-09-01,2,433.6,PRD-2023-SKU-04634,automotive_body,WO-2023-57888,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.262,4.471,32.6,96.02,40.41,44.64,0.12,WC-004,39.03,95.23,WC-002,0.0,756,631,630,1,0,1,96.55,104.65,0.9226,99.9704,631,0.1,0,-16.53,43.59,433.6,392.1,0.9043,0.9226,0.9984,0.833,25.08,30.11,41.5,52.9,1,equipment_failure,good,availability_loss,0.0,0,41.5,0.0,2,216.8,20.7,21.4,no,0.0,21.4,20.1,0.0,0.0,0.0,no,corrective,20.8,6.8,3,2,91.6,expert,13.1,0.0,no,yes,29.2,SUP-132,296.0,4.94,1.15,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9704,97.3321,1255.6,1.993,307.9,159.6,25.1,8.4,527.4,289.67,522.76,36.74,0.0,9.19,200,8300.0,1669.19,27.5,38.0879
MFG-LINE-PLT-003-01,PLT-003,WC-032,SHF-PLT-003-20240708-1,2024-07-08,1,429.3,PRD-2024-SKU-05999,electronics_pcb,WO-2024-81184,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.283,1.114,20.07,61.72,22.43,24.12,0.05,WC-005,23.62,96.35,WC-007,0.0,1256,377,376,1,0,1,161.24,175.61,0.9182,99.9684,377,0.8,2,-69.98,5.25,429.3,140.3,0.3268,0.9182,0.9973,0.2992,8.92,29.81,289.0,33.6,1,setup_adjustment,poor,availability_loss,0.0,0,289.02897896206633,0.0,5,85.9,12.9,289.02897896206633,yes,0.0,7.5,14.4,20.0,0.0,22.7,no,preventive,24.0,3.9,11,10,93.7,expert,5.1,0.0,no,no,72.0,SUP-182,316.0,4.92,1.14,1.29,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9684,97.0045,399.7,1.063,79.2,35.5,,7.3,167.9,2367.89,3821.16,9.75,0.0,2.44,150,43354.35,8673.31,41.5,26.2362
MFG-LINE-PLT-006-01,PLT-006,WC-047,SHF-PLT-006-20241215-3,2024-12-15,3,424.8,PRD-2024-SKU-03701,food_beverage,WO-2024-29939,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.182,3.502,26.71,78.31,28.95,34.96,0.12,WC-007,31.07,96.79,WC-003,0.0,1034,531,530,1,0,1,123.34,146.34,0.8428,99.8741,531,0.2,0,-48.65,3.4,424.8,354.0,0.8333,0.615,0.9981,0.5115,15.09,29.5,70.8,332.4,1,idling_minor_stops,average,performance_loss,95.7,3,70.8,0.0,6,70.8,11.8,32.9,yes,32.9,10.6,9.6,11.1,6.6,0.0,no,predictive,33.4,5.3,23,22,79.8,multi_skilled,1.0,1.9,no,no,81.5,SUP-181,1259.0,4.52,1.01,1.02,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8741,97.8638,287.3,0.542,65.0,39.7,,7.3,120.7,9981.8,10410.21,3.04,0.0,0.76,80,5664.0,1133.56,72.7,41.5212
MFG-LINE-PLT-010-04,PLT-010,WC-043,SHF-PLT-010-20230709-2,2023-07-09,2,431.0,PRD-2023-SKU-01722,industrial_machinery,WO-2023-09936,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,305.841,36.701,265.35,855.91,320.53,366.4,0.12,WC-002,319.17,94.87,WC-006,292.22,97,84,83,1,0,1,11.69,13.62,0.8583,99.8634,84,0.6,2,-13.4,11.55,431.0,431.0,1.0,0.8584,0.9881,0.8482,25.39,29.93,0.0,13.9,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,431.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.7,2,1,65.7,skilled,14.3,0.0,no,no,51.3,SUP-070,1366.0,4.5,1.0,1.01,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8634,98.4396,162.2,1.954,39.8,15.3,,8.7,68.1,445.64,589.68,57.53,0.0,14.38,100,0.0,14.38,67.1,70.6969
MFG-LINE-PLT-003-02,PLT-003,WC-025,SHF-PLT-003-20201012-2,2020-10-12,2,426.7,PRD-2020-SKU-06382,electronics_pcb,WO-2020-10483,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,48.625,5.835,44.55,113.38,54.11,58.25,0.12,WC-001,56.84,99.9,WC-001,0.0,700,342,341,1,0,1,74.03,98.63,0.7506,99.81,342,3.1,8,-51.14,2.28,426.7,299.1,0.701,0.6955,0.9971,0.4861,14.41,29.63,127.6,149.7,1,reduced_speed,poor,performance_loss,21.9,1,127.6,0.0,3,142.2,42.5,79.7,yes,127.6,0.0,0.0,0.0,0.0,0.0,no,corrective,24.8,6.5,23,21,89.7,semi_skilled,5.9,0.0,no,yes,61.3,SUP-136,1900.0,4.39,0.96,1.02,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.81,97.9856,259.5,0.761,50.1,14.4,,8.1,109.0,8359.72,9738.75,14.34,0.0,3.58,150,19140.0,3831.58,53.9,67.4567
MFG-LINE-PLT-004-02,PLT-004,WC-037,SHF-PLT-004-20230223-1,2023-02-23,1,463.3,PRD-2023-SKU-07744,industrial_machinery,WO-2023-44471,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,258.478,48.852,240.43,434.2,240.89,339.08,0.189,WC-001,277.65,97.65,WC-002,242.48,123,81,80,1,0,1,13.91,16.0,0.8694,99.76,81,0.0,0,-34.15,3.45,463.3,398.1,0.8593,0.763,0.9877,0.6475,20.83,32.17,65.2,25.2,1,idling_minor_stops,average,performance_loss,48.8,3,65.2,0.0,4,115.8,16.3,26.0,no,49.2,0.0,0.0,13.1,2.9,0.0,no,corrective,6.1,6.3,4,3,71.1,skilled,14.6,0.0,no,no,16.1,SUP-094,2400.0,4.32,0.94,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.76,97.6557,226.3,2.829,42.6,12.5,,8.1,95.0,921.66,1077.56,18.84,0.0,4.71,100,6520.0,1308.71,31.2,44.0657
MFG-LINE-PLT-006-02,PLT-006,WC-007,SHF-PLT-006-20240310-2,2024-03-10,2,472.7,PRD-2024-SKU-02151,food_beverage,WO-2024-93082,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.071,0.969,7.3,13.88,7.52,9.67,0.12,WC-008,9.02,99.9,WC-001,0.0,4292,2327,2324,3,1,2,445.86,545.45,0.8174,99.8743,2328,1.3,4,-45.78,42.14,472.7,387.9,0.8206,0.6598,0.9987,0.5408,17.75,32.83,84.8,1199.8,3,reduced_speed,average,performance_loss,74.8,3,84.8,0.0,3,157.6,28.3,44.4,yes,76.0,0.0,0.0,8.8,0.0,0.0,no,preventive,15.5,5.0,8,7,82.9,skilled,5.0,0.0,no,no,36.3,SUP-047,1257.0,4.52,1.01,1.11,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8743,99.6017,1496.7,0.644,264.4,169.9,,6.8,628.6,2426.46,3824.53,6.35,6.35,3.17,80,6784.0,1366.32,60.3,9.048
MFG-LINE-PLT-001-01,PLT-001,WC-014,SHF-PLT-001-20210206-1,2021-02-06,1,470.3,PRD-2021-SKU-03585,pharmaceutical,WO-2021-57185,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,21.408,0.642,20.26,26.07,21.94,22.47,0.03,WC-009,21.99,93.38,WC-003,0.0,1383,1144,1143,1,0,1,168.14,176.47,0.9528,99.99,1144,0.9,2,-17.28,8.58,470.3,408.2,0.868,0.9528,0.9991,0.8263,26.99,32.66,62.1,56.7,1,setup_adjustment,good,availability_loss,0.0,0,62.1,0.0,5,94.1,12.4,22.0,no,37.8,19.1,0.0,5.3,0.0,0.0,no,preventive,26.8,7.3,19,17,90.4,expert,8.7,0.0,no,no,62.5,SUP-017,47.0,5.41,1.3,1.49,contamination,labelling,automated_vision,no,no,no,no,99.99,99.2645,1727.1,1.511,347.3,235.0,,8.0,725.4,5998.04,13618.27,31.24,0.0,7.81,300,18630.0,3733.81,71.1,48.4295
MFG-LINE-PLT-004-05,PLT-004,WC-012,SHF-PLT-004-20200529-1,2020-05-29,1,454.8,PRD-2020-SKU-08554,industrial_machinery,WO-2020-62121,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,172.062,8.603,148.87,489.38,172.52,186.26,0.05,WC-010,176.78,93.4,WC-002,148.27,180,108,107,1,0,1,20.88,23.79,0.8777,99.9339,108,1.2,3,-40.0,14.12,454.8,350.0,0.7696,0.7781,0.9907,0.5933,18.74,31.58,104.8,30.8,1,setup_adjustment,average,availability_loss,39.6,2,104.8,0.0,4,113.7,26.2,34.7,yes,92.2,12.7,0.0,0.0,0.0,0.0,no,corrective,3.8,7.2,1,1,91.5,skilled,8.1,0.0,no,no,12.6,SUP-059,661.0,4.71,1.07,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9339,98.7017,308.9,2.887,79.2,18.2,,8.1,129.7,353.73,711.86,36.13,0.0,9.03,100,10480.0,2105.03,39.0,46.4264
MFG-LINE-PLT-005-02,PLT-005,WC-039,SHF-PLT-005-20200229-2,2020-02-29,2,421.5,PRD-2020-SKU-03302,automotive_body,WO-2020-96854,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,55.122,4.41,46.96,159.56,55.14,62.4,0.08,WC-004,56.56,93.29,WC-005,0.0,532,221,220,1,0,1,65.19,75.79,0.8601,99.9862,221,0.7,2,-58.46,4.47,421.5,303.7,0.7205,0.5761,0.9955,0.4132,12.09,29.27,117.8,162.6,1,reduced_speed,poor,performance_loss,100.3,4,117.8,0.0,3,140.5,39.3,92.6,yes,107.0,0.0,10.8,0.0,0.0,0.0,no,predictive,1.3,7.7,8,7,66.6,skilled,9.6,0.0,no,no,75.1,SUP-113,138.0,5.14,1.21,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9862,97.2699,640.0,2.909,130.6,59.3,12.8,7.7,268.8,2692.42,3715.04,64.81,0.0,16.2,200,23560.0,4728.2,70.8,94.2294
MFG-LINE-PLT-004-01,PLT-004,WC-021,SHF-PLT-004-20230731-1,2023-07-31,1,457.4,PRD-2023-SKU-01854,industrial_machinery,WO-2023-96207,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,281.035,14.052,263.88,575.13,279.89,304.22,0.05,WC-010,287.13,92.88,WC-005,263.85,130,68,67,1,0,1,12.8,17.19,0.7446,99.8403,68,3.1,6,-47.69,4.39,457.4,359.2,0.7853,0.6608,0.9853,0.5113,16.24,31.76,98.2,34.9,1,idling_minor_stops,average,performance_loss,40.4,2,98.2,0.0,8,57.2,12.3,19.9,no,32.7,19.9,29.8,15.8,0.0,0.0,no,preventive,28.6,3.7,3,2,91.3,semi_skilled,8.2,0.0,no,no,20.5,SUP-015,1597.0,4.45,0.98,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8403,99.6331,245.2,3.66,62.3,33.2,,7.6,103.0,628.53,784.85,106.79,0.0,26.7,100,9820.0,1990.7,60.1,129.4791
MFG-LINE-PLT-004-07,PLT-004,WC-040,SHF-PLT-004-20240626-2,2024-06-26,2,428.7,PRD-2024-SKU-01054,industrial_machinery,WO-2024-30448,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,223.282,11.164,204.1,588.09,221.89,241.7,0.05,WC-004,224.18,91.27,WC-002,205.23,128,91,90,1,0,1,16.03,18.05,0.8881,99.6128,91,2.7,10,-28.91,1.05,390.0,326.9,0.8382,0.9252,0.989,0.767,20.77,27.08,63.1,7.4,1,equipment_failure,good,availability_loss,25.0,1,63.1,38.7,5,85.7,12.6,20.1,no,0.0,32.5,0.0,16.4,0.0,14.3,yes,predictive,22.9,6.2,14,12,81.8,expert,7.8,0.6,no,no,83.1,SUP-179,3872.0,4.16,0.89,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6128,97.2789,481.4,5.349,128.3,26.6,,6.4,202.2,2726.55,4555.01,34.64,0.0,8.66,100,6310.0,1270.66,74.5,115.9311
MFG-LINE-PLT-008-02,PLT-008,WC-027,SHF-PLT-008-20220903-1,2022-09-03,1,454.6,PRD-2022-SKU-05232,medical_devices,WO-2022-81837,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.87,3.91,44.1,141.03,49.49,55.32,0.08,WC-005,54.27,99.9,WC-004,0.0,704,353,352,1,0,1,73.59,93.02,0.7911,99.9882,353,0.6,1,-49.86,3.57,454.6,416.1,0.9153,0.5472,0.9972,0.4994,15.77,31.57,38.5,292.1,1,reduced_speed,poor,performance_loss,128.3,3,38.5,0.0,2,227.3,19.2,28.7,no,28.7,9.8,0.0,0.0,0.0,0.0,no,corrective,8.4,6.7,15,13,92.5,semi_skilled,12.8,0.0,no,yes,17.9,SUP-027,118.0,5.18,1.23,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.9882,99.0854,527.3,1.498,97.7,63.9,,7.5,221.5,3599.26,2909.97,40.77,0.0,10.19,250,9625.0,1935.19,59.3,59.378
MFG-LINE-PLT-010-01,PLT-010,WC-049,SHF-PLT-010-20221013-1,2022-10-13,1,445.6,PRD-2022-SKU-02407,industrial_machinery,WO-2022-14069,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,311.127,24.89,294.82,704.26,322.13,352.2,0.08,WC-001,314.56,91.91,WC-004,298.26,95,75,74,1,0,1,11.52,12.87,0.8951,99.781,75,0.0,0,-21.05,0.77,445.6,406.5,0.9122,0.8601,0.9867,0.7742,23.96,30.94,39.1,12.2,1,reduced_speed,good,performance_loss,15.8,1,39.1,0.0,2,222.8,19.6,24.0,no,15.2,24.0,0.0,0.0,0.0,0.0,no,corrective,19.7,6.2,14,13,87.8,skilled,4.0,0.0,no,no,75.2,SUP-148,2190.0,4.35,0.95,1.01,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.781,97.9083,181.0,2.446,36.7,13.6,,8.4,76.0,5985.22,7035.79,30.99,0.0,7.75,100,3910.0,789.75,27.1,207.3684
MFG-LINE-PLT-002-04,PLT-002,WC-014,SHF-PLT-002-20220910-2,2022-09-10,2,449.1,PRD-2022-SKU-01112,electronics_pcb,WO-2022-09449,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.861,3.187,15.88,24.0,18.28,22.12,0.189,WC-001,17.76,95.77,WC-002,0.0,1907,1269,1266,3,1,2,213.44,255.32,0.836,99.8178,1270,1.6,4,-33.46,8.05,449.1,438.9,0.9773,0.6795,0.9976,0.6625,20.66,31.19,10.2,598.6,3,reduced_speed,average,performance_loss,82.2,4,10.2,0.0,1,449.1,10.2,10.2,no,0.0,10.2,0.0,0.0,0.0,0.0,no,corrective,15.6,4.6,24,21,94.4,skilled,10.6,1.2,no,no,65.6,SUP-041,1822.0,4.41,0.97,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8178,99.2182,998.9,0.789,190.6,57.6,,8.0,419.5,8153.39,9595.35,13.53,13.53,6.76,150,1530.0,326.29,74.8,27.5816
MFG-LINE-PLT-009-01,PLT-009,WC-007,SHF-PLT-009-20200412-1,2020-04-12,1,432.5,PRD-2020-SKU-04672,automotive_body,WO-2020-76824,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,66.882,8.026,57.64,200.04,68.29,80.12,0.12,WC-007,71.44,97.11,WC-008,9.56,413,265,264,1,0,1,53.64,57.32,0.9358,99.9789,265,1.3,2,-35.84,1.59,432.5,356.0,0.8231,0.7792,0.9962,0.639,19.19,30.03,76.5,75.1,1,reduced_speed,average,performance_loss,59.6,2,76.5,0.0,6,72.1,12.8,15.7,no,9.2,0.0,44.6,11.1,0.0,11.7,no,emergency,28.2,5.5,24,23,70.6,expert,0.0,0.6,no,no,22.4,SUP-068,211.0,5.03,1.18,1.32,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9789,97.923,528.3,2.001,120.0,45.5,10.6,8.4,221.9,4742.64,9876.85,32.1,0.0,8.03,200,15300.0,3068.03,38.7,87.5984
MFG-LINE-PLT-008-02,PLT-008,WC-033,SHF-PLT-008-20240129-2,2024-01-29,2,441.9,PRD-2024-SKU-06528,medical_devices,WO-2024-34104,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.724,3.658,41.93,74.32,45.97,51.76,0.08,WC-006,48.37,96.17,WC-001,0.0,685,443,442,1,0,1,78.67,93.02,0.8457,99.99,443,1.0,2,-35.33,60.02,441.9,369.0,0.835,0.7744,0.9977,0.6452,19.8,30.69,72.9,129.1,1,reduced_speed,average,performance_loss,31.1,3,72.9,0.0,4,110.5,18.2,49.8,yes,49.8,0.0,0.0,9.1,14.0,0.0,no,corrective,8.4,6.4,1,1,60.5,skilled,13.0,0.0,no,yes,61.1,SUP-154,93.0,5.24,1.25,1.32,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.674,570.2,1.29,105.3,31.7,,7.8,239.5,463.02,373.56,38.63,0.0,9.66,250,18225.0,3654.66,60.6,40.6101
MFG-LINE-PLT-002-03,PLT-002,WC-039,SHF-PLT-002-20220716-1,2022-07-16,1,423.3,PRD-2022-SKU-01282,electronics_pcb,WO-2022-33634,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.015,2.451,44.89,81.74,48.26,53.06,0.05,WC-008,50.93,94.47,WC-003,0.0,581,437,436,1,0,1,73.31,82.38,0.8899,99.9737,437,0.1,0,-24.78,7.72,423.3,402.4,0.9506,0.7909,0.9977,0.7501,22.05,29.4,20.9,115.5,1,reduced_speed,good,performance_loss,44.8,1,20.9,0.0,2,211.7,10.5,12.9,no,0.0,12.9,0.0,8.0,0.0,0.0,no,corrective,13.3,5.6,9,8,68.7,skilled,1.2,0.0,no,no,76.3,SUP-096,263.0,4.97,1.16,1.27,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9737,97.5128,464.8,1.066,117.3,41.4,,7.3,195.2,1541.73,1628.56,14.72,0.0,3.68,150,3135.0,630.68,34.8,22.0251
MFG-LINE-PLT-003-05,PLT-003,WC-017,SHF-PLT-003-20200920-1,2020-09-20,1,436.4,PRD-2020-SKU-01010,electronics_pcb,WO-2020-04522,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,39.805,4.777,34.04,52.89,37.26,47.69,0.12,WC-001,40.81,93.21,WC-005,0.0,669,649,648,1,0,1,90.4,92.07,0.9819,99.9421,649,0.4,1,-2.99,6.85,436.4,430.8,0.9872,0.9818,0.9985,0.9677,29.32,30.3,5.6,12.0,1,idling_minor_stops,world_class,performance_loss,0.0,0,5.6,0.0,1,436.4,5.6,5.6,no,0.0,0.0,0.0,0.0,5.6,0.0,no,preventive,2.5,7.8,16,13,73.7,expert,14.6,1.0,no,yes,89.4,SUP-145,579.0,4.75,1.08,1.18,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9421,97.9522,401.8,0.62,104.8,25.3,,8.4,168.8,5946.64,8851.12,24.7,0.0,6.17,150,840.0,174.17,46.5,47.5742
MFG-LINE-PLT-003-01,PLT-003,WC-010,SHF-PLT-003-20230121-2,2023-01-21,2,444.8,PRD-2023-SKU-02903,electronics_pcb,WO-2023-20071,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,35.823,1.791,31.95,69.97,36.58,38.78,0.05,WC-006,36.64,92.98,WC-001,0.0,1300,248,247,1,0,1,100.46,175.61,0.5721,99.864,248,0.9,2,-80.92,11.11,444.8,167.1,0.3756,0.5071,0.996,0.1897,5.86,30.89,277.7,241.0,1,equipment_failure,poor,availability_loss,19.0,1,277.7,0.0,11,40.4,25.2,58.6,yes,201.7,21.2,32.9,4.6,6.8,10.5,no,preventive,24.0,5.3,4,3,70.6,trainee,2.0,0.0,no,no,16.2,SUP-084,1360.0,4.5,1.0,1.03,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.864,99.3805,185.0,0.749,35.7,12.4,,8.1,77.7,1007.67,1510.25,13.35,0.0,3.34,150,41655.0,8334.34,50.2,23.5981
MFG-LINE-PLT-010-04,PLT-010,WC-009,SHF-PLT-010-20220328-2,2022-03-28,2,452.7,PRD-2022-SKU-05725,industrial_machinery,WO-2022-70922,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,291.444,34.973,268.32,742.46,289.23,349.15,0.12,WC-007,319.11,99.54,WC-004,277.82,102,90,89,1,0,1,12.33,13.62,0.9053,99.8303,90,0.5,1,-11.76,2.95,452.7,438.1,0.9677,0.9049,0.9889,0.866,27.23,31.44,14.6,9.5,1,reduced_speed,world_class,performance_loss,0.0,0,14.6,0.0,1,452.7,14.6,14.6,no,0.0,14.6,0.0,0.0,0.0,0.0,no,corrective,14.7,7.2,5,4,84.9,multi_skilled,0.2,0.0,no,no,79.2,SUP-015,1697.0,4.43,0.98,1.12,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8303,97.7628,258.1,2.9,57.4,27.2,,8.1,108.4,1394.02,1158.89,107.97,0.0,26.99,100,1460.0,318.99,63.6,137.8675
MFG-LINE-PLT-003-03,PLT-003,WC-025,SHF-PLT-003-20241023-1,2024-10-23,1,426.1,PRD-2024-SKU-09586,electronics_pcb,WO-2024-00510,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.637,0.532,9.42,14.65,10.67,11.51,0.05,WC-003,10.8,92.32,WC-001,0.0,2662,1764,1763,1,0,1,338.32,375.0,0.9022,99.9737,1764,2.6,8,-33.73,124.14,426.1,353.8,0.8303,0.7978,0.9994,0.6621,19.59,29.59,72.3,447.1,1,reduced_speed,average,performance_loss,40.9,1,72.3,0.0,7,60.9,10.3,14.2,no,0.0,27.2,14.0,21.9,9.3,0.0,no,preventive,16.8,6.5,3,2,92.9,skilled,9.9,0.0,no,no,34.7,SUP-149,263.0,4.97,1.16,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9737,98.8479,1768.3,1.003,324.4,143.1,,7.5,742.7,469.03,974.15,16.59,0.0,4.15,150,10845.0,2173.15,35.3,17.418
MFG-LINE-PLT-008-02,PLT-008,WC-043,SHF-PLT-008-20210922-3,2021-09-22,3,438.1,PRD-2021-SKU-03167,medical_devices,WO-2021-63063,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.209,3.857,41.04,109.39,46.36,54.57,0.08,WC-004,50.1,94.47,WC-002,0.0,679,465,464,1,0,1,74.67,93.02,0.8027,99.99,465,0.4,1,-31.52,10.59,438.1,403.5,0.921,0.7432,0.9978,0.6831,20.78,30.43,34.6,160.7,1,idling_minor_stops,average,performance_loss,29.9,1,34.6,0.0,3,146.0,11.5,15.0,no,29.3,0.0,0.0,5.3,0.0,0.0,no,emergency,8.4,7.0,7,6,83.3,skilled,14.0,0.0,no,no,74.4,SUP-144,97.0,5.23,1.24,1.37,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,98.2574,271.4,0.585,70.9,24.6,,9.0,114.0,1636.38,3361.98,33.71,0.0,8.43,250,8650.0,1738.43,54.3,44.555
MFG-LINE-PLT-004-06,PLT-004,WC-036,SHF-PLT-004-20240114-2,2024-01-14,2,462.2,PRD-2024-SKU-08325,industrial_machinery,WO-2024-44643,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,150.901,18.108,137.01,274.38,155.23,180.78,0.12,WC-002,162.87,98.12,WC-003,118.93,245,113,112,1,0,1,23.73,31.97,0.7423,99.7542,113,0.1,0,-53.88,0.97,462.2,409.6,0.8862,0.5177,0.9912,0.4547,14.6,32.1,52.6,105.3,1,reduced_speed,poor,performance_loss,124.0,3,52.6,0.0,5,92.4,10.5,20.5,no,20.5,23.5,0.0,6.1,2.5,0.0,no,preventive,6.6,7.4,18,15,82.2,semi_skilled,12.9,0.0,no,yes,34.8,SUP-121,2458.0,4.31,0.94,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7542,98.1144,287.5,2.567,72.0,35.9,,8.3,120.8,3582.43,6476.55,50.92,0.0,12.73,100,5260.0,1064.73,68.0,141.187
MFG-LINE-PLT-005-02,PLT-005,WC-043,SHF-PLT-005-20240301-3,2024-03-01,3,450.4,PRD-2024-SKU-06465,automotive_body,WO-2024-95506,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,65.956,5.276,59.23,108.62,66.55,74.66,0.08,WC-005,70.14,96.68,WC-003,0.0,568,362,361,1,0,1,54.57,75.79,0.72,99.9577,362,2.1,7,-36.27,4.01,450.4,398.0,0.8837,0.7201,0.9972,0.6345,19.85,31.28,52.4,140.7,1,idling_minor_stops,average,performance_loss,0.0,0,52.4,0.0,3,150.1,17.5,19.7,no,19.7,32.6,0.0,0.0,0.0,0.0,no,preventive,1.3,7.1,15,12,64.6,semi_skilled,19.3,0.0,no,no,66.5,SUP-010,423.0,4.84,1.11,1.13,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9577,98.5461,1244.0,3.446,255.4,105.5,24.9,7.2,522.5,5155.45,7626.41,55.1,0.0,13.78,200,10480.0,2109.78,38.8,90.6594
MFG-LINE-PLT-006-02,PLT-006,WC-013,SHF-PLT-006-20230630-1,2023-06-30,1,427.3,PRD-2023-SKU-09623,food_beverage,WO-2023-65602,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.347,0.882,6.43,15.95,7.01,8.8,0.12,WC-008,8.13,99.9,WC-014,0.0,3878,3271,3265,6,2,4,489.88,545.45,0.8981,99.8427,3273,0.2,0,-15.65,30.57,427.3,419.7,0.9822,0.8574,0.9982,0.8406,24.94,29.67,7.6,544.0,6,reduced_speed,good,performance_loss,19.0,1,7.6,0.0,1,427.3,7.6,7.6,no,0.0,0.0,0.0,7.6,0.0,0.0,no,predictive,15.5,6.5,16,15,70.9,skilled,2.4,0.0,no,no,85.6,SUP-026,1573.0,4.45,0.98,1.0,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8427,98.4666,2324.7,0.712,481.6,308.4,,6.4,976.4,3791.27,5870.98,7.79,15.58,7.79,80,608.0,144.97,33.3,10.7637
MFG-LINE-PLT-004-02,PLT-004,WC-013,SHF-PLT-004-20200704-1,2020-07-04,1,420.3,PRD-2020-SKU-08376,industrial_machinery,WO-2020-02561,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,258.002,48.762,224.71,463.53,244.98,338.46,0.189,WC-002,295.95,99.9,WC-001,242.0,111,85,84,1,0,1,13.9,16.0,0.8688,99.625,85,4.1,9,-23.42,0.55,420.3,367.0,0.8732,0.8685,0.9882,0.7494,21.87,29.19,53.3,12.9,1,idling_minor_stops,good,performance_loss,0.0,0,53.3,0.0,4,105.1,13.3,19.0,no,0.0,46.3,7.0,0.0,0.0,0.0,no,emergency,6.1,6.1,23,22,90.0,skilled,3.0,0.2,no,no,81.9,SUP-021,3750.0,4.17,0.89,0.92,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.625,99.4347,237.9,2.832,45.1,27.8,,8.1,99.9,3960.29,6638.71,46.16,0.0,11.54,100,5330.0,1077.54,74.7,172.8881
MFG-LINE-PLT-005-04,PLT-005,WC-044,SHF-PLT-005-20200317-1,2020-03-17,1,427.1,PRD-2020-SKU-01985,automotive_body,WO-2020-57515,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.183,6.262,48.65,89.68,51.28,62.52,0.12,WC-003,54.63,95.17,WC-001,0.0,549,375,374,1,0,1,68.96,77.25,0.8927,99.9678,375,0.5,1,-31.69,7.51,427.1,393.7,0.9218,0.7398,0.9973,0.6801,20.17,29.66,33.4,131.9,1,reduced_speed,average,performance_loss,67.4,2,33.4,0.0,2,213.6,16.7,26.3,no,0.0,0.0,0.0,0.0,0.0,33.4,no,preventive,15.6,5.6,8,7,89.2,skilled,2.0,0.0,no,yes,13.1,SUP-161,322.0,4.91,1.14,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9678,98.7008,887.1,2.372,220.1,85.5,17.7,8.1,372.6,2859.44,4656.85,48.41,0.0,12.1,200,6680.0,1348.1,73.1,68.6365
MFG-LINE-PLT-003-04,PLT-003,WC-043,SHF-PLT-003-20220403-2,2022-04-03,2,437.9,PRD-2022-SKU-07167,electronics_pcb,WO-2022-47152,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,36.283,1.814,31.89,77.07,37.5,39.28,0.05,WC-003,39.59,99.2,WC-004,0.0,968,516,515,1,0,1,99.05,132.84,0.7456,99.9342,516,0.8,2,-46.69,3.92,437.9,329.7,0.7529,0.7068,0.9981,0.5311,16.15,30.41,108.2,214.0,1,reduced_speed,average,performance_loss,17.2,1,108.2,0.0,4,109.5,27.0,37.4,yes,94.6,0.0,0.0,0.0,13.6,0.0,no,emergency,11.0,6.4,19,18,64.4,semi_skilled,2.5,0.0,no,yes,35.4,SUP-081,658.0,4.71,1.07,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9342,99.0087,287.9,0.559,61.5,32.2,,8.6,120.9,4230.76,10322.62,11.67,0.0,2.92,150,16230.0,3248.92,37.0,39.9517
MFG-LINE-PLT-005-05,PLT-005,WC-029,SHF-PLT-005-20220528-3,2022-05-28,3,455.5,PRD-2022-SKU-01963,automotive_body,WO-2022-73091,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,71.493,2.145,65.72,203.2,71.72,75.03,0.03,WC-003,72.85,92.63,WC-001,12.47,448,194,193,1,0,1,50.17,59.02,0.8501,99.99,194,0.0,0,-56.7,5.08,455.5,330.9,0.7265,0.596,0.9948,0.4307,13.63,31.63,124.6,131.5,1,reduced_speed,poor,performance_loss,98.9,3,124.6,0.0,6,75.9,20.8,38.0,yes,49.4,14.7,15.4,11.2,0.0,33.9,no,preventive,23.7,5.4,7,5,86.1,expert,24.5,0.0,no,no,89.4,SUP-109,69.0,5.31,1.27,1.37,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,98.7484,575.9,2.984,114.1,30.5,11.5,7.6,241.9,1895.46,1670.51,61.08,0.0,15.27,200,24920.0,4999.27,45.2,79.873
MFG-LINE-PLT-004-05,PLT-004,WC-030,SHF-PLT-004-20230302-2,2023-03-02,2,433.7,PRD-2023-SKU-07677,industrial_machinery,WO-2023-74321,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,171.18,8.559,160.17,479.55,174.85,185.3,0.05,WC-003,178.92,95.02,WC-008,147.39,171,107,106,1,0,1,20.96,23.79,0.881,99.8986,107,5.3,21,-37.43,0.67,433.7,393.3,0.9068,0.6861,0.9907,0.6164,18.56,30.12,40.4,49.0,1,reduced_speed,average,performance_loss,86.9,2,40.4,0.0,3,144.6,13.5,14.9,no,0.0,0.0,13.1,12.5,0.0,14.9,no,corrective,3.8,6.6,23,22,66.6,multi_skilled,3.7,0.0,no,no,24.2,SUP-178,1014.0,4.59,1.03,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8986,99.3867,408.4,3.853,107.4,47.1,,7.4,171.5,7526.66,16407.33,30.37,0.0,7.59,100,4040.0,815.59,70.0,256.4489
MFG-LINE-PLT-009-01,PLT-009,WC-020,SHF-PLT-009-20231003-1,2023-10-03,1,477.9,PRD-2023-SKU-04983,automotive_body,WO-2023-87794,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,72.815,8.738,68.02,128.02,74.82,87.23,0.12,WC-002,78.81,98.39,WC-010,15.49,456,273,272,1,0,1,49.41,57.32,0.862,99.944,273,1.8,4,-40.13,2.28,477.9,331.5,0.6937,0.8619,0.9963,0.5957,19.77,33.19,146.4,43.7,1,setup_adjustment,average,availability_loss,0.0,0,146.4,0.0,7,68.3,20.9,62.0,yes,110.1,0.0,10.1,0.0,0.0,26.3,no,preventive,28.2,4.7,17,15,82.2,skilled,10.3,0.0,no,no,13.9,SUP-107,560.0,4.76,1.09,1.09,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.944,97.3723,686.8,2.525,117.9,92.6,13.7,8.0,288.5,5766.53,8410.32,23.48,0.0,5.87,200,29280.0,5861.87,69.9,75.6871
MFG-LINE-PLT-004-01,PLT-004,WC-010,SHF-PLT-004-20200718-2,2020-07-18,2,435.9,PRD-2020-SKU-05193,industrial_machinery,WO-2020-83063,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,249.787,12.489,213.31,339.79,251.47,270.39,0.05,WC-010,256.51,93.36,WC-008,232.6,124,84,83,1,0,1,14.3,17.19,0.8319,99.9358,84,0.1,0,-32.26,5.71,435.9,417.9,0.9587,0.7015,0.9881,0.6645,20.12,30.27,18.0,35.7,1,idling_minor_stops,average,performance_loss,65.5,4,18.0,0.0,2,218.0,9.0,9.3,no,8.7,0.0,9.3,0.0,0.0,0.0,no,predictive,28.6,6.5,3,2,88.3,skilled,5.4,0.0,no,yes,87.9,SUP-168,642.0,4.72,1.07,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9358,99.3423,129.5,1.56,30.7,9.8,,9.0,54.4,491.74,1156.62,20.42,0.0,5.11,100,1800.0,365.11,59.4,40.5258
MFG-LINE-PLT-002-02,PLT-002,WC-038,SHF-PLT-002-20200302-1,2020-03-02,1,467.5,PRD-2020-SKU-06440,electronics_pcb,WO-2020-08638,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.946,0.418,12.04,39.13,13.89,14.64,0.03,WC-003,14.2,92.54,WC-002,0.0,2191,1637,1636,1,0,1,258.13,281.25,0.9178,99.9788,1637,0.3,0,-25.29,17.5,467.5,454.5,0.9722,0.7683,0.9994,0.7465,24.24,32.47,13.0,493.7,1,reduced_speed,good,performance_loss,74.0,2,13.0,0.0,1,467.5,13.0,13.0,no,13.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,7.6,13,12,79.2,skilled,1.0,0.0,no,no,35.2,SUP-058,212.0,5.02,1.17,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9788,99.0472,1904.3,1.164,443.3,252.1,,7.1,799.8,5509.73,7078.83,12.25,0.0,3.06,150,1950.0,393.06,74.6,19.9522
MFG-LINE-PLT-005-04,PLT-005,WC-049,SHF-PLT-005-20240409-1,2024-04-09,1,473.4,PRD-2024-SKU-08490,automotive_body,WO-2024-46256,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.883,6.346,48.72,76.09,54.81,63.35,0.12,WC-001,54.31,93.36,WC-004,0.0,609,471,470,1,0,1,67.94,77.25,0.8795,99.9784,471,0.3,0,-22.66,5.42,473.4,416.0,0.8787,0.8794,0.9979,0.7711,25.35,32.87,57.4,64.6,1,setup_adjustment,good,availability_loss,0.0,0,57.4,0.0,5,94.7,11.5,17.7,no,0.0,26.0,7.1,11.9,0.0,12.4,no,preventive,15.6,6.1,13,11,74.2,skilled,11.4,0.0,no,no,54.7,SUP-056,216.0,5.02,1.17,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9784,98.5473,1040.1,2.213,217.5,151.3,20.8,8.2,436.8,1980.51,2624.12,96.05,0.0,24.01,200,11480.0,2320.01,69.2,106.0514
MFG-LINE-PLT-008-02,PLT-008,WC-039,SHF-PLT-008-20240407-3,2024-04-07,3,471.5,PRD-2024-SKU-08603,medical_devices,WO-2024-02575,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,47.65,3.812,42.3,77.75,46.91,53.94,0.08,WC-004,51.65,98.55,WC-001,0.0,730,519,518,1,0,1,75.54,93.02,0.8121,99.9899,519,2.6,10,-28.9,3.66,471.5,412.2,0.8742,0.812,0.9981,0.7086,23.2,32.75,59.3,120.2,1,idling_minor_stops,good,performance_loss,0.0,0,59.3,0.0,3,157.2,19.8,21.5,no,42.4,17.0,0.0,0.0,0.0,0.0,no,corrective,8.4,6.1,19,18,67.8,skilled,2.0,1.4,no,no,84.2,SUP-068,101.0,5.22,1.24,1.26,contamination,functional_failure,automated_vision,yes,no,no,no,99.9899,98.656,529.9,1.023,119.6,79.0,,8.3,222.6,7886.67,18384.29,10.14,0.0,2.54,250,14825.0,2967.54,32.5,60.8757
MFG-LINE-PLT-003-04,PLT-003,WC-031,SHF-PLT-003-20230423-1,2023-04-23,1,458.8,PRD-2023-SKU-08164,electronics_pcb,WO-2023-84253,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,44.998,2.25,42.46,108.42,44.81,48.71,0.05,WC-005,47.55,96.06,WC-008,0.0,1014,449,448,1,0,1,79.98,132.84,0.6021,99.8757,449,0.6,1,-55.72,2.79,458.8,410.8,0.8954,0.4937,0.9978,0.441,14.05,31.86,48.0,460.5,1,idling_minor_stops,poor,performance_loss,74.0,4,48.0,0.0,2,229.4,24.0,39.9,yes,0.0,39.9,0.0,0.0,8.1,0.0,no,emergency,11.0,4.5,24,21,60.7,trainee,11.6,0.0,no,yes,54.0,SUP-092,1243.0,4.53,1.01,1.03,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8757,98.1547,399.6,0.892,92.4,25.4,,7.8,167.8,5355.56,5120.23,19.89,0.0,4.97,150,7200.0,1444.97,72.2,43.3179
MFG-LINE-PLT-001-01,PLT-001,WC-013,SHF-PLT-001-20200507-1,2020-05-07,1,477.3,PRD-2020-SKU-04431,pharmaceutical,WO-2020-58450,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,25.923,0.778,22.42,59.15,25.96,27.21,0.03,WC-009,26.39,92.55,WC-007,0.0,1403,964,963,1,0,1,138.79,176.47,0.7865,99.99,964,0.5,1,-31.29,121.07,477.3,416.8,0.8732,0.7865,0.999,0.6861,22.74,33.14,60.5,261.7,1,idling_minor_stops,average,performance_loss,0.0,0,60.5,0.0,2,238.6,30.2,53.4,yes,53.4,0.0,0.0,7.0,0.0,0.0,no,corrective,26.8,5.3,1,1,73.2,semi_skilled,7.4,0.0,no,yes,13.6,SUP-015,77.0,5.28,1.26,1.32,contamination,labelling,automated_vision,no,no,no,no,99.99,97.8116,813.7,0.845,173.5,48.0,,8.9,341.8,186.18,305.09,18.76,0.0,4.69,300,18150.0,3634.69,44.3,19.2896
MFG-LINE-PLT-004-04,PLT-004,WC-028,SHF-PLT-004-20240424-1,2024-04-24,1,439.1,PRD-2024-SKU-04118,industrial_machinery,WO-2024-37141,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,335.981,63.5,303.57,886.36,335.5,440.76,0.189,WC-001,365.79,98.97,WC-002,323.55,90,71,70,1,0,1,10.58,12.43,0.8512,99.8235,71,0.8,2,-21.11,0.6,439.1,402.6,0.9169,0.8515,0.9859,0.7697,23.47,30.49,36.5,12.4,1,reduced_speed,good,performance_loss,0.0,0,36.5,0.0,2,219.6,18.2,30.3,yes,30.3,0.0,0.0,6.2,0.0,0.0,no,preventive,24.6,5.8,18,16,91.2,skilled,11.1,0.0,no,no,60.8,SUP-022,1765.0,4.42,0.97,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8235,98.2831,234.1,3.344,57.7,20.9,,7.8,98.3,5311.93,13110.7,47.28,0.0,11.82,100,3650.0,741.82,74.7,311.1359
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20231018-2,2023-10-18,2,453.0,PRD-2023-SKU-03351,automotive_body,WO-2023-97038,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,62.649,5.012,53.53,121.58,64.2,70.92,0.08,WC-003,67.77,98.34,WC-004,0.0,572,260,259,1,0,1,57.33,75.79,0.7564,99.9717,260,0.6,1,-54.55,11.43,410.8,387.4,0.943,0.5313,0.9962,0.4991,14.24,28.53,23.4,229.4,1,idling_minor_stops,poor,performance_loss,157.5,4,23.4,42.2,2,226.5,11.7,13.1,no,0.0,0.0,10.3,13.1,0.0,0.0,yes,preventive,1.3,7.4,4,3,67.6,semi_skilled,5.3,0.0,no,no,70.7,SUP-176,283.0,4.95,1.15,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9717,97.1853,879.8,3.397,218.8,66.7,17.6,7.3,369.5,1217.08,2435.68,10.35,0.0,2.59,200,4680.0,938.59,38.3,24.4933
MFG-LINE-PLT-010-03,PLT-010,WC-004,SHF-PLT-010-20220611-2,2022-06-11,2,447.4,PRD-2022-SKU-05992,industrial_machinery,WO-2022-43173,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.958,5.035,37.29,116.41,41.79,50.27,0.12,WC-004,45.73,99.09,WC-009,0.0,770,213,212,1,0,1,85.61,103.45,0.8275,99.831,213,1.1,2,-72.34,1.35,447.4,261.9,0.5854,0.4718,0.9953,0.2748,8.54,31.07,185.5,238.5,1,idling_minor_stops,poor,performance_loss,112.6,3,185.5,0.0,10,44.7,18.6,29.5,no,111.4,25.0,25.7,0.0,23.4,0.0,no,corrective,29.1,6.1,23,21,93.4,skilled,4.4,0.0,no,no,26.7,SUP-070,1690.0,4.43,0.98,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.831,98.2468,607.6,2.866,122.7,55.4,,8.1,255.2,3635.01,8176.03,59.5,0.0,14.88,100,18550.0,3724.88,65.6,115.4931
MFG-LINE-PLT-004-02,PLT-004,WC-039,SHF-PLT-004-20240115-1,2024-01-15,1,474.7,PRD-2024-SKU-02310,industrial_machinery,WO-2024-43348,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,234.107,40.969,199.51,433.75,230.86,301.71,0.175,WC-001,253.59,98.48,WC-002,218.11,126,115,114,1,0,1,15.32,16.0,0.9575,99.7885,115,0.4,0,-8.73,14.41,474.7,465.2,0.98,0.927,0.9913,0.9006,29.69,32.97,9.5,9.1,1,idling_minor_stops,world_class,performance_loss,14.9,1,9.5,0.0,1,474.7,9.5,9.5,no,0.0,0.0,9.5,0.0,0.0,0.0,no,emergency,6.1,5.8,2,1,88.1,expert,3.3,0.0,no,no,63.8,SUP-158,2115.0,4.36,0.95,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.7885,98.4188,327.1,2.869,57.7,31.7,,8.1,137.4,305.33,623.14,105.02,0.0,26.25,100,950.0,216.25,55.4,114.0857
MFG-LINE-PLT-005-05,PLT-005,WC-026,SHF-PLT-005-20200126-1,2020-01-26,1,463.3,PRD-2020-SKU-05333,automotive_body,WO-2020-99269,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,78.254,2.348,71.65,229.05,78.54,82.13,0.03,WC-003,78.29,90.95,WC-002,19.23,455,323,322,1,0,1,45.92,59.02,0.778,99.9879,323,0.8,2,-29.01,5.96,463.3,422.0,0.9109,0.7781,0.9969,0.7065,22.73,32.18,41.3,92.1,1,reduced_speed,good,performance_loss,0.0,0,41.3,0.0,3,154.4,13.8,14.4,no,0.0,41.3,0.0,0.0,0.0,0.0,no,preventive,23.7,5.9,9,7,66.5,semi_skilled,14.7,0.0,no,no,19.1,SUP-059,121.0,5.17,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9879,98.1952,901.9,2.801,155.7,80.6,18.0,7.8,378.8,3411.05,8286.95,57.09,0.0,14.27,200,8260.0,1666.27,40.7,93.5965
MFG-LINE-PLT-004-04,PLT-004,WC-024,SHF-PLT-004-20240125-2,2024-01-25,2,471.5,PRD-2024-SKU-06146,industrial_machinery,WO-2024-69273,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,326.12,57.071,301.8,651.42,334.47,420.29,0.175,WC-002,358.16,99.84,WC-001,313.69,97,86,85,1,0,1,10.94,12.43,0.8801,99.8916,86,2.7,10,-11.34,0.68,471.5,471.5,1.0,0.8806,0.9884,0.8704,28.5,32.75,0.0,11.7,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,471.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,24.6,5.0,17,16,61.7,expert,4.7,0.0,no,no,62.5,SUP-177,1084.0,4.57,1.02,1.09,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8916,98.7438,313.9,3.693,64.1,41.9,,7.5,131.8,5839.09,6545.23,16.38,0.0,4.09,100,0.0,4.09,49.5,162.2706
MFG-LINE-PLT-005-01,PLT-005,WC-035,SHF-PLT-005-20200204-1,2020-02-04,1,471.9,PRD-2020-SKU-01377,automotive_body,WO-2020-73865,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,39.733,4.768,34.62,109.43,39.45,47.6,0.12,WC-002,44.17,99.9,WC-004,0.0,822,591,590,1,0,1,90.47,104.65,0.8645,99.9469,591,1.8,6,-28.1,75.02,471.9,424.4,0.8993,0.7985,0.9983,0.7169,23.49,32.77,47.5,149.1,1,idling_minor_stops,good,performance_loss,32.4,1,47.5,0.0,5,94.4,9.5,12.5,no,6.0,20.9,0.0,12.1,8.5,0.0,no,preventive,20.8,6.0,1,1,74.0,skilled,12.7,0.3,no,yes,26.3,SUP-042,531.0,4.77,1.09,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9469,97.327,1548.8,2.625,268.1,100.4,31.0,7.9,650.5,342.14,571.29,30.01,0.0,7.5,200,9500.0,1907.5,41.5,31.6091
MFG-LINE-PLT-007-01,PLT-007,WC-049,SHF-PLT-007-20210406-1,2021-04-06,1,437.3,PRD-2021-SKU-06197,industrial_machinery,WO-2021-11858,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,176.539,5.296,159.15,440.05,179.47,185.28,0.03,WC-010,180.56,92.98,WC-003,155.38,154,106,105,1,0,1,20.36,21.16,0.9622,99.9799,106,0.0,0,-31.17,1.2,437.3,312.4,0.7144,0.962,0.9906,0.6807,20.67,30.37,124.9,4.2,1,setup_adjustment,average,availability_loss,0.0,0,124.9,0.0,5,87.5,25.0,50.8,yes,28.1,0.0,46.0,0.0,0.0,50.8,no,predictive,27.1,6.2,13,12,61.8,expert,7.3,1.2,no,no,31.4,SUP-005,201.0,5.04,1.18,1.36,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9799,97.4743,356.2,3.392,66.6,49.2,,7.7,149.6,3983.72,3278.79,24.54,0.0,6.13,100,12490.0,2504.13,69.8,93.9405
MFG-LINE-PLT-010-02,PLT-010,WC-040,SHF-PLT-010-20240629-3,2024-06-29,3,438.8,PRD-2024-SKU-09685,industrial_machinery,WO-2024-95143,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,332.736,58.229,285.75,408.09,326.72,428.81,0.175,WC-004,357.86,97.77,WC-005,320.36,90,69,68,1,0,1,10.76,12.38,0.8691,99.8165,69,0.8,2,-23.33,0.93,438.8,384.6,0.8765,0.8698,0.9855,0.7513,22.89,30.47,54.2,10.3,1,idling_minor_stops,good,performance_loss,0.0,0,54.2,0.0,2,219.4,27.1,46.7,yes,46.7,0.0,0.0,7.5,0.0,0.0,no,preventive,32.7,5.5,13,10,78.9,expert,16.0,0.0,no,no,64.3,SUP-135,1835.0,4.41,0.97,1.07,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8165,98.8811,201.7,2.966,40.5,22.0,,8.0,84.7,4075.12,8898.28,21.09,0.0,5.27,100,5420.0,1089.27,47.3,212.1854
MFG-LINE-PLT-010-01,PLT-010,WC-038,SHF-PLT-010-20201229-1,2020-12-29,1,453.4,PRD-2020-SKU-09260,industrial_machinery,WO-2020-18023,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,293.002,23.44,261.02,368.47,288.5,331.68,0.08,WC-001,308.06,95.58,WC-003,280.13,97,71,70,1,0,1,12.23,12.87,0.9503,99.9247,71,0.1,0,-26.8,0.44,453.4,405.4,0.8941,0.8163,0.9859,0.7196,22.66,31.49,48.0,16.0,1,idling_minor_stops,good,performance_loss,57.0,2,48.0,0.0,5,90.7,9.6,14.3,no,14.3,0.0,11.6,22.1,0.0,0.0,no,preventive,19.7,5.9,23,21,84.3,expert,4.5,0.0,no,yes,73.3,SUP-008,753.0,4.67,1.06,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9247,98.9435,249.5,3.565,51.9,14.8,,7.6,104.8,4200.68,4717.96,138.29,0.0,34.57,100,4800.0,994.57,74.7,267.6747
MFG-LINE-PLT-005-03,PLT-005,WC-009,SHF-PLT-005-20210903-1,2021-09-03,1,429.4,PRD-2021-SKU-01794,automotive_body,WO-2021-07029,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,62.384,3.119,53.25,168.89,61.59,67.53,0.05,WC-001,63.5,92.54,WC-002,0.0,455,313,312,1,0,1,57.7,63.6,0.9072,99.9861,313,0.0,0,-31.21,3.35,429.4,340.5,0.793,0.867,0.9968,0.6853,20.44,29.82,88.9,48.0,1,setup_adjustment,average,availability_loss,15.1,1,88.9,0.0,4,107.4,22.2,53.1,yes,53.1,0.0,6.6,13.6,0.0,15.6,no,preventive,32.9,4.3,16,13,75.5,multi_skilled,12.7,0.0,no,yes,35.1,SUP-015,139.0,5.13,1.21,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9861,98.2137,714.5,2.29,173.5,86.3,14.3,8.2,300.1,5258.55,12455.34,67.55,0.0,16.89,200,17780.0,3572.89,43.3,124.5418
MFG-LINE-PLT-005-04,PLT-005,WC-028,SHF-PLT-005-20201130-1,2020-11-30,1,454.1,PRD-2020-SKU-07784,automotive_body,WO-2020-78067,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,53.11,6.373,50.13,102.45,54.55,63.63,0.12,WC-002,55.69,95.32,WC-003,0.0,584,390,389,1,0,1,67.67,77.25,0.876,99.9726,390,0.5,1,-33.22,25.7,454.1,384.5,0.8467,0.7878,0.9974,0.6654,20.98,31.53,69.6,105.0,1,idling_minor_stops,average,performance_loss,38.7,1,69.6,0.0,5,90.8,13.9,24.0,no,18.6,34.5,0.0,16.6,0.0,0.0,no,preventive,15.6,4.4,3,2,71.2,skilled,6.8,1.3,no,no,68.6,SUP-072,274.0,4.96,1.15,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9726,97.634,1175.9,3.023,305.2,116.7,23.5,7.6,493.9,288.68,349.95,40.88,0.0,10.22,200,13920.0,2794.22,52.8,42.6268
MFG-LINE-PLT-009-01,PLT-009,WC-039,SHF-PLT-009-20210904-1,2021-09-04,1,420.8,PRD-2021-SKU-04567,automotive_body,WO-2021-95631,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.597,8.472,61.87,106.52,71.66,84.58,0.12,WC-002,77.73,99.9,WC-009,13.28,401,256,255,1,0,1,50.81,57.32,0.8864,99.9577,256,0.2,0,-36.16,2.02,420.8,343.7,0.8168,0.7795,0.9961,0.6342,18.53,29.23,77.1,72.4,1,reduced_speed,average,performance_loss,41.5,3,77.1,0.0,4,105.2,19.3,33.6,yes,33.6,0.0,33.8,9.7,0.0,0.0,no,corrective,28.2,5.6,20,18,76.6,skilled,7.2,0.0,no,no,42.6,SUP-063,423.0,4.84,1.11,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9577,98.6044,259.1,1.016,57.7,14.2,5.2,9.2,108.8,6775.26,15465.78,21.47,0.0,5.37,200,15420.0,3089.37,31.5,108.774
MFG-LINE-PLT-001-02,PLT-001,WC-027,SHF-PLT-001-20230806-3,2023-08-06,3,440.6,PRD-2023-SKU-09801,pharmaceutical,WO-2023-25364,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,62.16,11.748,54.64,144.21,61.08,81.54,0.189,WC-003,69.78,99.9,WC-002,0.0,520,375,374,1,0,1,57.79,70.87,0.8154,99.9703,375,3.1,9,-27.88,16.98,440.6,420.6,0.9546,0.7549,0.9973,0.7187,21.99,30.6,20.0,121.8,1,idling_minor_stops,good,performance_loss,31.2,1,20.0,0.0,1,440.6,20.0,20.0,no,0.0,20.0,0.0,0.0,0.0,0.0,no,emergency,22.7,6.1,4,3,91.4,skilled,17.1,0.0,no,no,74.4,SUP-002,297.0,4.93,1.14,1.16,contamination,labelling,100pct_manual,yes,no,no,no,99.9703,99.6313,810.1,2.166,202.3,94.0,,7.1,340.2,666.28,1605.97,22.64,0.0,5.66,300,6000.0,1205.66,66.4,28.7761
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20230517-2,2023-05-17,2,457.9,PRD-2023-SKU-05081,industrial_machinery,WO-2023-11958,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,347.969,65.766,325.86,969.17,330.83,456.48,0.189,WC-002,313.14,81.81,WC-001,335.54,93,73,72,1,0,1,10.29,12.43,0.8278,98.93,73,0.3,1,-21.51,0.94,457.9,436.6,0.9535,0.8073,0.9863,0.7592,24.14,31.8,21.3,17.4,1,reduced_speed,good,performance_loss,11.1,1,21.3,0.0,3,152.6,7.1,9.7,no,0.0,0.0,0.0,21.3,0.0,0.0,no,emergency,24.6,5.9,12,10,61.3,skilled,9.7,0.0,no,no,18.7,SUP-053,10700.0,3.8,0.77,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.93,96.0997,151.4,2.103,29.2,19.2,,8.6,63.6,2715.41,6450.44,27.78,0.0,6.95,100,2130.0,432.95,41.0,155.4693
MFG-LINE-PLT-005-04,PLT-005,WC-011,SHF-PLT-005-20220725-2,2022-07-25,2,457.6,PRD-2022-SKU-07530,automotive_body,WO-2022-80029,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,51.028,6.123,46.75,110.2,48.33,61.13,0.12,WC-001,51.24,91.29,WC-004,0.0,589,373,372,1,0,1,70.38,77.25,0.9111,99.9879,373,0.4,1,-36.67,5.42,457.6,342.8,0.7491,0.845,0.9973,0.6313,20.06,31.78,114.8,68.4,1,setup_adjustment,average,availability_loss,24.8,1,114.8,0.0,6,76.3,19.1,46.4,yes,46.4,46.3,0.0,12.0,10.1,0.0,no,preventive,15.6,6.6,10,9,87.8,expert,7.2,0.0,no,no,19.8,SUP-161,121.0,5.17,1.22,1.33,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9879,97.4828,1007.7,2.709,263.3,84.9,20.2,7.8,423.2,2715.52,2972.08,14.73,0.0,3.68,200,22960.0,4595.68,65.0,30.0588
MFG-LINE-PLT-010-02,PLT-010,WC-037,SHF-PLT-010-20200519-3,2020-05-19,3,473.1,PRD-2020-SKU-01435,industrial_machinery,WO-2020-89327,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,416.029,88.822,370.09,809.43,385.95,562.59,0.213,WC-002,492.7,99.9,WC-005,403.65,96,59,58,1,0,1,8.55,12.38,0.6906,99.3561,59,0.3,1,-38.54,0.49,473.1,414.1,0.8753,0.6908,0.9831,0.5944,19.53,32.85,59.0,26.4,1,idling_minor_stops,average,performance_loss,0.0,0,59.0,0.0,3,157.7,19.7,28.4,no,52.4,0.0,0.0,6.6,0.0,0.0,no,corrective,32.7,4.3,20,15,88.1,semi_skilled,21.9,0.0,no,yes,87.8,SUP-178,6439.0,3.99,0.83,0.93,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.3561,99.0023,150.2,2.589,25.3,19.2,,8.3,63.1,7656.55,15527.34,49.87,0.0,12.47,100,5900.0,1192.47,63.4,450.4521
MFG-LINE-PLT-005-06,PLT-005,WC-045,SHF-PLT-005-20211021-1,2021-10-21,1,471.2,PRD-2021-SKU-04346,automotive_body,WO-2021-23694,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,78.58,3.929,69.82,216.34,80.06,85.06,0.05,WC-004,82.33,95.24,WC-008,30.58,376,317,316,1,0,1,45.7,48.0,0.9521,99.9837,317,1.4,4,-15.69,5.75,471.2,448.2,0.9512,0.8841,0.9968,0.8383,27.43,32.72,23.0,41.6,1,reduced_speed,good,performance_loss,32.0,1,23.0,0.0,2,235.6,11.5,14.6,no,0.0,14.6,0.0,8.4,0.0,0.0,no,corrective,32.1,6.0,8,7,78.8,expert,9.7,0.0,no,no,54.2,SUP-195,163.0,5.09,1.2,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9837,99.0411,898.7,2.844,195.2,117.3,18.0,7.7,377.5,3528.55,7711.48,34.86,0.0,8.71,200,4600.0,928.71,73.6,70.54
MFG-LINE-PLT-007-01,PLT-007,WC-005,SHF-PLT-007-20220228-1,2022-02-28,1,462.1,PRD-2022-SKU-09954,industrial_machinery,WO-2022-08525,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,192.713,5.781,181.32,431.03,190.78,202.25,0.03,WC-013,198.16,93.48,WC-003,171.55,162,105,104,1,0,1,18.54,21.16,0.8762,99.9494,105,3.9,11,-35.19,13.5,428.9,354.5,0.8265,0.8397,0.9905,0.6874,20.47,29.79,74.4,20.0,1,equipment_failure,average,availability_loss,47.9,3,74.4,33.2,5,92.4,14.9,32.2,yes,0.0,11.8,0.0,27.4,3.0,32.2,yes,preventive,27.1,5.5,2,1,86.4,skilled,3.7,0.0,no,no,15.1,SUP-194,506.0,4.79,1.1,1.18,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9494,97.0399,216.0,2.077,44.8,18.3,,8.6,90.7,343.57,734.08,39.61,0.0,9.9,100,7440.0,1497.9,70.4,50.3529
MFG-LINE-PLT-004-03,PLT-004,WC-012,SHF-PLT-004-20241027-2,2024-10-27,2,469.8,PRD-2024-SKU-09554,industrial_machinery,WO-2024-52945,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,180.176,9.009,161.55,256.59,181.57,195.04,0.05,WC-002,182.97,92.32,WC-004,153.09,211,101,100,1,0,1,19.88,27.09,0.7339,99.8771,101,2.0,4,-52.13,1.6,469.8,359.1,0.7644,0.623,0.9901,0.4715,15.38,32.62,110.7,61.1,1,idling_minor_stops,poor,performance_loss,54.2,2,110.7,0.0,7,67.1,15.8,27.5,no,22.7,68.8,0.0,10.7,8.5,0.0,no,corrective,22.2,6.1,10,8,85.2,semi_skilled,13.6,0.5,no,no,36.6,SUP-188,1229.0,4.53,1.01,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8771,98.9711,368.5,3.685,67.9,33.0,,7.5,154.8,1572.9,3916.42,112.51,0.0,28.13,100,11070.0,2242.13,31.2,168.5283
MFG-LINE-PLT-007-01,PLT-007,WC-024,SHF-PLT-007-20240115-1,2024-01-15,1,423.8,PRD-2024-SKU-08085,industrial_machinery,WO-2024-86911,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,222.399,6.672,203.79,440.02,222.49,233.41,0.03,WC-014,226.84,92.72,WC-012,201.24,149,77,76,1,0,1,16.15,21.16,0.7632,99.8616,77,1.2,4,-48.32,3.59,423.8,294.1,0.694,0.7423,0.987,0.5084,14.96,29.43,129.7,26.7,1,setup_adjustment,average,availability_loss,8.0,1,129.7,0.0,5,84.8,25.9,74.1,yes,118.5,4.5,0.0,6.7,0.0,0.0,no,predictive,27.1,4.4,4,3,77.5,semi_skilled,0.3,0.0,no,yes,45.2,SUP-062,1384.0,4.49,1.0,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8616,99.2221,270.3,3.557,56.2,28.7,,7.6,113.5,393.87,466.59,40.36,0.0,10.09,100,12970.0,2604.09,44.4,52.2129
MFG-LINE-PLT-004-03,PLT-004,WC-028,SHF-PLT-004-20240904-1,2024-09-04,1,433.8,PRD-2024-SKU-05697,industrial_machinery,WO-2024-92305,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,139.892,6.995,128.94,330.12,140.59,151.43,0.05,WC-005,143.91,93.52,WC-002,112.8,195,130,129,1,0,1,25.58,27.09,0.9443,99.9656,130,0.3,0,-33.33,2.55,433.8,304.9,0.7028,0.9445,0.9923,0.6587,19.84,30.12,128.9,7.6,1,setup_adjustment,average,availability_loss,0.0,0,128.9,0.0,8,54.2,16.1,29.4,no,29.4,28.9,34.2,36.4,0.0,0.0,no,corrective,22.2,5.0,9,7,92.9,expert,12.5,0.0,no,no,56.4,SUP-180,344.0,4.89,1.13,1.16,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9656,97.1734,447.4,3.468,101.5,42.8,,7.7,187.9,2518.08,2984.33,59.69,0.0,14.92,100,12890.0,2592.92,73.5,102.8071
MFG-LINE-PLT-002-03,PLT-002,WC-007,SHF-PLT-002-20241121-2,2024-11-21,2,457.0,PRD-2024-SKU-05942,electronics_pcb,WO-2024-67953,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,60.999,3.05,52.13,133.83,61.89,66.03,0.05,WC-002,62.8,93.6,WC-001,0.0,626,140,139,1,0,1,58.88,82.38,0.7147,99.9052,140,0.5,1,-77.64,1.4,457.0,239.9,0.5251,0.425,0.9929,0.2215,7.03,31.73,217.0,189.4,1,idling_minor_stops,poor,performance_loss,97.3,3,217.0295396108857,0.0,2,228.5,20.6,217.0295396108857,yes,36.4,0.0,0.0,4.9,0.0,0.0,no,preventive,13.3,2.4,16,13,61.3,semi_skilled,13.0,0.3,no,no,69.4,SUP-012,948.0,4.61,1.04,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9052,98.2472,101.6,0.731,21.7,12.4,,8.2,42.7,6342.59,12765.66,4.6,0.0,1.15,150,32554.43,6512.04,33.9,142.1025
MFG-LINE-PLT-004-02,PLT-004,WC-047,SHF-PLT-004-20200105-2,2020-01-05,2,475.7,PRD-2020-SKU-08386,industrial_machinery,WO-2020-01421,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,267.138,50.489,230.91,744.44,295.18,350.44,0.189,WC-002,273.31,93.01,WC-001,251.14,126,91,90,1,0,1,13.44,16.0,0.84,99.5502,91,0.4,1,-27.78,0.54,475.7,406.2,0.8539,0.8401,0.989,0.7095,23.44,33.04,69.5,17.3,1,reduced_speed,good,performance_loss,0.0,0,69.5,0.0,1,475.7,69.5,69.5,yes,69.5,0.0,0.0,0.0,0.0,0.0,no,preventive,6.1,6.7,22,21,72.2,skilled,3.2,1.3,no,no,21.8,SUP-161,4498.0,4.11,0.87,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5502,98.0776,337.2,3.747,57.3,26.8,,7.5,141.6,9398.44,17395.47,43.91,0.0,10.98,100,6950.0,1400.98,38.5,342.108
MFG-LINE-PLT-005-03,PLT-005,WC-004,SHF-PLT-005-20240330-2,2024-03-30,2,427.0,PRD-2024-SKU-07773,automotive_body,WO-2024-95623,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,78.033,3.902,69.95,183.95,78.18,84.47,0.05,WC-001,78.33,91.25,WC-002,14.43,452,138,137,1,0,1,45.82,63.6,0.7204,99.9586,138,1.1,4,-69.47,19.25,427.0,253.3,0.5932,0.5139,0.9928,0.3026,8.97,29.65,173.7,130.5,1,idling_minor_stops,poor,performance_loss,72.6,4,173.7,0.0,7,61.0,24.8,80.7,yes,137.4,8.0,13.6,0.0,14.7,0.0,no,preventive,32.9,4.4,1,1,92.0,semi_skilled,2.6,0.0,no,yes,87.6,SUP-179,414.0,4.84,1.11,1.25,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9586,98.5344,368.9,2.693,89.6,42.2,7.4,7.8,154.9,130.36,121.28,89.82,0.0,22.45,200,34740.0,6970.45,73.7,92.3124
MFG-LINE-PLT-008-02,PLT-008,WC-033,SHF-PLT-008-20220130-1,2022-01-30,1,440.8,PRD-2022-SKU-03859,medical_devices,WO-2022-65076,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,39.541,3.163,36.04,100.56,38.58,44.76,0.08,WC-003,40.66,93.49,WC-004,0.0,683,615,614,1,0,1,90.9,93.02,0.9772,99.99,615,0.1,0,-9.96,4.64,440.8,426.8,0.9682,0.9294,0.9984,0.8984,27.5,30.61,14.0,46.7,1,idling_minor_stops,world_class,performance_loss,20.9,2,14.0,0.0,1,440.8,14.0,14.0,no,0.0,0.0,14.0,0.0,0.0,0.0,no,corrective,8.4,7.7,19,18,94.8,expert,0.2,0.1,no,no,64.9,SUP-086,47.0,5.41,1.3,1.4,contamination,functional_failure,automated_vision,no,no,no,no,99.99,97.4794,873.7,1.423,208.4,47.9,,7.6,367.0,4284.81,5519.34,17.19,0.0,4.3,250,3500.0,704.3,59.6,33.1857
MFG-LINE-PLT-010-03,PLT-010,WC-019,SHF-PLT-010-20211206-1,2021-12-06,1,454.7,PRD-2021-SKU-05613,industrial_machinery,WO-2021-88642,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.103,4.812,34.54,115.52,41.16,48.04,0.12,WC-009,44.4,99.9,WC-005,0.0,782,463,462,1,0,1,89.72,103.45,0.8673,99.8368,463,0.7,2,-40.79,60.96,418.3,384.3,0.9187,0.6987,0.9978,0.6405,18.61,29.05,34.0,199.7,1,idling_minor_stops,average,performance_loss,111.1,4,34.0,36.4,3,151.6,11.3,19.6,no,19.6,0.0,7.3,7.1,0.0,0.0,yes,predictive,29.1,6.0,2,1,86.0,skilled,10.2,1.4,yes,no,37.2,SUP-098,1632.0,4.44,0.98,1.11,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8368,98.7415,1824.0,3.948,396.4,107.6,,7.4,766.1,337.04,779.82,31.89,0.0,7.97,100,3400.0,687.97,55.5,34.3765
MFG-LINE-PLT-003-01,PLT-003,WC-025,SHF-PLT-003-20230209-3,2023-02-09,3,470.6,PRD-2023-SKU-01542,electronics_pcb,WO-2023-14839,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,29.256,1.463,27.52,76.68,29.62,31.67,0.05,WC-001,30.54,94.9,WC-010,0.0,1375,630,629,1,0,1,122.86,175.61,0.6996,99.8692,630,6.7,14,-54.18,80.2,470.6,307.7,0.6538,0.6996,0.9984,0.4567,14.92,32.68,162.9,270.5,1,equipment_failure,poor,availability_loss,0.0,0,162.9,0.0,7,67.2,23.3,65.9,yes,65.9,22.3,15.5,15.1,3.9,40.2,no,preventive,24.0,5.9,1,1,80.3,semi_skilled,19.1,0.9,no,no,58.6,SUP-103,1308.0,4.51,1.0,1.03,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8692,96.8798,569.9,0.906,103.5,43.5,,7.7,239.4,303.77,560.71,17.29,0.0,4.32,150,24435.0,4891.32,54.2,18.6919
MFG-LINE-PLT-010-04,PLT-010,WC-009,SHF-PLT-010-20210326-2,2021-03-26,2,475.2,PRD-2021-SKU-05684,industrial_machinery,WO-2021-29868,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,346.052,41.526,307.91,594.8,354.93,414.57,0.12,WC-003,370.38,97.3,WC-004,332.43,107,62,61,1,0,1,10.35,13.62,0.7599,99.6809,62,0.8,2,-42.06,0.51,475.2,359.6,0.7567,0.7596,0.9839,0.5655,18.66,33.0,115.6,19.6,1,setup_adjustment,average,availability_loss,0.0,0,115.6,0.0,4,118.8,28.9,59.5,yes,78.7,28.5,8.5,0.0,0.0,0.0,no,preventive,14.7,7.4,18,15,78.7,semi_skilled,11.2,1.8,no,no,26.6,SUP-005,3191.0,4.23,0.91,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.6809,98.688,209.9,3.441,47.5,25.2,,7.7,88.2,5169.97,11014.16,58.67,0.0,14.67,100,11560.0,2326.67,74.0,324.9454
MFG-LINE-PLT-008-02,PLT-008,WC-045,SHF-PLT-008-20240809-1,2024-08-09,1,436.9,PRD-2024-SKU-07132,medical_devices,WO-2024-68938,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,42.009,3.361,39.06,84.85,42.29,47.55,0.08,WC-005,41.91,90.7,WC-004,0.0,677,491,490,1,0,1,85.69,93.02,0.9212,99.9541,491,0.1,0,-27.47,3.36,436.9,373.2,0.8542,0.8487,0.998,0.7234,21.95,30.34,63.7,87.5,1,idling_minor_stops,good,performance_loss,29.4,1,63.7,0.0,3,145.6,21.2,31.7,yes,56.9,0.0,0.0,6.7,0.0,0.0,no,preventive,8.4,5.0,24,20,78.9,expert,14.8,0.0,no,no,27.3,SUP-019,459.0,4.81,1.1,1.26,contamination,functional_failure,automated_vision,yes,no,no,no,99.9541,97.9199,650.7,1.328,137.8,76.5,,7.8,273.3,6072.12,6205.32,24.83,0.0,6.21,250,15925.0,3191.21,54.1,49.9367
MFG-LINE-PLT-004-04,PLT-004,WC-013,SHF-PLT-004-20211107-2,2021-11-07,2,427.0,PRD-2021-SKU-06387,industrial_machinery,WO-2021-09972,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,321.401,56.245,279.82,953.52,328.17,414.21,0.175,WC-002,326.85,92.45,WC-001,308.97,88,46,45,1,0,1,11.07,12.43,0.8906,99.6507,46,1.4,3,-47.73,0.45,427.0,382.4,0.8955,0.5809,0.9783,0.5089,15.09,29.65,44.6,33.2,1,idling_minor_stops,average,performance_loss,133.1,3,44.6,0.0,2,213.5,22.3,25.2,no,44.6,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,6.1,15,14,84.3,expert,0.4,0.0,no,no,20.3,SUP-084,3493.0,4.2,0.9,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6507,99.5405,110.1,2.447,27.7,14.1,,8.4,46.2,4354.62,8686.88,51.18,0.0,12.79,100,4460.0,904.79,31.0,342.1284
MFG-LINE-PLT-002-01,PLT-002,WC-019,SHF-PLT-002-20200826-2,2020-08-26,2,432.9,PRD-2020-SKU-06470,electronics_pcb,WO-2020-38980,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,51.778,2.589,45.67,88.33,51.46,56.05,0.05,WC-002,52.92,92.92,WC-001,0.0,681,342,341,1,0,1,69.52,94.49,0.7357,99.9617,342,4.7,17,-49.78,2.25,432.9,413.4,0.955,0.5253,0.9971,0.5001,15.04,30.07,19.5,309.1,1,idling_minor_stops,average,performance_loss,118.3,3,19.5,0.0,2,216.5,9.8,15.6,no,0.0,15.6,0.0,0.0,3.9,0.0,no,preventive,26.7,4.4,22,21,74.7,semi_skilled,0.7,0.0,no,no,73.6,SUP-192,383.0,4.86,1.12,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9617,99.2503,208.0,0.61,48.3,14.9,,8.5,87.4,6419.47,5480.96,13.02,0.0,3.25,150,2925.0,588.25,33.6,47.9568
MFG-LINE-PLT-010-01,PLT-010,WC-012,SHF-PLT-010-20240114-3,2024-01-14,3,459.2,PRD-2024-SKU-05558,industrial_machinery,WO-2024-79888,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,361.39,28.911,325.32,894.5,345.58,409.09,0.08,WC-002,377.7,95.01,WC-004,348.52,98,68,67,1,0,1,9.9,12.87,0.7692,99.8848,68,2.1,8,-30.61,0.67,459.2,448.7,0.9771,0.7065,0.9853,0.6802,21.69,31.89,10.5,28.3,1,reduced_speed,average,performance_loss,36.7,3,10.5,0.0,1,459.2,10.5,10.5,no,10.5,0.0,0.0,0.0,0.0,0.0,no,corrective,19.7,4.8,16,13,90.4,skilled,12.7,0.0,no,no,25.8,SUP-130,1152.0,4.55,1.02,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8848,97.9961,143.4,2.14,28.7,11.0,,8.6,60.2,4096.46,6605.35,30.13,0.0,7.53,100,1050.0,217.53,56.1,190.3082
MFG-LINE-PLT-004-04,PLT-004,WC-024,SHF-PLT-004-20221124-1,2022-11-24,1,467.9,PRD-2022-SKU-08938,industrial_machinery,WO-2022-26801,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,310.044,54.258,272.51,563.87,273.21,399.57,0.175,WC-002,316.19,92.71,WC-001,297.61,96,82,81,1,0,1,11.54,12.43,0.9284,99.8069,82,1.0,3,-14.58,0.69,467.9,467.9,1.0,0.8462,0.9878,0.8359,27.16,32.49,0.0,14.9,1,idling_minor_stops,good,performance_loss,41.4,1,0.0,0.0,0,467.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,24.6,5.6,16,15,74.2,expert,4.8,0.0,no,no,27.5,SUP-094,1931.0,4.39,0.96,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8069,98.1524,279.3,3.448,71.6,32.9,,7.7,117.3,5958.57,7600.95,80.65,0.0,20.16,100,0.0,20.16,60.9,249.0472
MFG-LINE-PLT-009-02,PLT-009,WC-019,SHF-PLT-009-20231103-1,2023-11-03,1,429.8,PRD-2023-SKU-04240,automotive_body,WO-2023-99494,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,33.941,1.697,30.82,96.91,33.77,36.74,0.05,WC-001,33.54,89.85,WC-002,0.0,781,548,547,1,0,1,106.04,109.09,0.972,99.99,548,2.9,8,-29.83,10.91,429.8,345.2,0.8031,0.8732,0.9982,0.7,20.89,29.84,84.6,79.6,1,equipment_failure,good,availability_loss,35.1,3,84.6,0.0,4,107.4,21.2,31.4,yes,31.4,33.3,0.0,0.0,0.0,19.9,no,preventive,14.2,6.9,8,7,82.6,expert,7.3,1.6,no,yes,79.6,SUP-149,80.0,5.28,1.26,1.36,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.7103,1261.4,2.306,295.4,85.8,25.2,8.2,529.8,1177.96,1908.19,107.22,0.0,26.8,200,16920.0,3410.8,53.2,113.058
MFG-LINE-PLT-004-05,PLT-004,WC-004,SHF-PLT-004-20200824-1,2020-08-24,1,448.1,PRD-2020-SKU-03973,industrial_machinery,WO-2020-85066,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,169.045,8.452,156.08,483.1,165.66,182.99,0.05,WC-005,178.07,95.76,WC-010,145.25,177,89,88,1,0,1,21.28,23.79,0.8945,99.8947,89,3.3,8,-49.72,0.62,448.1,318.8,0.7114,0.7041,0.9888,0.4953,15.41,31.11,129.3,37.4,1,reduced_speed,poor,performance_loss,67.8,3,129.3,0.0,5,89.6,25.9,60.7,yes,74.7,37.6,0.0,11.8,5.2,0.0,no,corrective,3.8,6.5,21,19,85.3,skilled,8.2,0.0,no,no,26.4,SUP-156,1053.0,4.57,1.02,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8947,97.0104,353.6,4.018,71.6,36.5,,7.3,148.5,4694.63,7268.35,48.04,0.0,12.01,100,12930.0,2598.01,63.9,184.5289
MFG-LINE-PLT-003-03,PLT-003,WC-049,SHF-PLT-003-20230718-2,2023-07-18,2,461.1,PRD-2023-SKU-08900,electronics_pcb,WO-2023-20741,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,11.526,0.576,10.67,21.93,11.28,12.48,0.05,WC-001,11.75,92.65,WC-002,0.0,2880,2086,2085,1,0,1,312.27,375.0,0.8327,99.9677,2086,0.8,2,-27.57,54.26,461.1,432.0,0.9369,0.7726,0.9995,0.7235,23.17,32.02,29.1,614.0,1,idling_minor_stops,good,performance_loss,31.2,1,29.1,0.0,3,153.7,9.7,12.0,no,0.0,0.0,10.4,0.0,6.7,12.0,no,predictive,16.8,5.6,6,5,64.9,skilled,1.5,0.0,no,no,10.4,SUP-121,323.0,4.91,1.14,1.18,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9677,97.066,1597.1,0.766,390.7,104.6,,8.1,670.8,926.83,1060.86,15.82,0.0,3.96,150,4365.0,876.96,61.6,16.7809
MFG-LINE-PLT-002-02,PLT-002,WC-009,SHF-PLT-002-20230320-2,2023-03-20,2,460.9,PRD-2023-SKU-03747,electronics_pcb,WO-2023-16561,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.087,0.423,12.12,30.13,14.21,14.78,0.03,WC-003,14.39,92.85,WC-008,0.0,2160,1738,1737,1,0,1,255.55,281.25,0.9086,99.9785,1738,0.8,2,-19.54,37.68,460.9,432.6,0.9386,0.857,0.9994,0.8039,25.73,32.01,28.3,290.0,1,reduced_speed,good,performance_loss,24.6,2,28.3,0.0,2,230.5,14.2,21.3,no,0.0,7.0,21.3,0.0,0.0,0.0,no,preventive,2.0,6.7,7,6,61.3,expert,6.7,1.2,no,no,62.4,SUP-198,215.0,5.02,1.17,1.34,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9785,99.3498,1509.5,0.869,298.8,206.1,,7.8,634.0,1667.28,4041.38,18.71,0.0,4.68,150,4245.0,853.68,58.5,22.0073
MFG-LINE-PLT-005-01,PLT-005,WC-022,SHF-PLT-005-20200505-1,2020-05-05,1,450.1,PRD-2020-SKU-08120,automotive_body,WO-2020-59199,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,36.153,4.338,33.94,78.51,33.84,43.31,0.12,WC-003,38.83,97.63,WC-004,0.0,784,640,639,1,0,1,99.48,104.65,0.9506,99.9677,640,2.0,7,-18.37,4.06,450.1,386.0,0.8576,0.9506,0.9984,0.8139,25.44,31.26,64.1,33.3,1,equipment_failure,good,availability_loss,0.0,0,64.1,0.0,5,90.0,12.8,21.1,no,36.7,10.9,8.5,8.0,0.0,0.0,no,predictive,20.8,7.2,22,21,76.0,expert,3.5,0.0,no,no,84.1,SUP-101,323.0,4.91,1.14,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9677,97.7359,1348.9,2.111,315.4,126.4,27.0,8.3,566.5,4254.87,8540.0,24.87,0.0,6.22,200,12820.0,2570.22,52.4,44.9322
MFG-LINE-PLT-004-04,PLT-004,WC-015,SHF-PLT-004-20200130-2,2020-01-30,2,464.7,PRD-2020-SKU-05461,industrial_machinery,WO-2020-24172,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,342.898,64.808,298.35,967.0,326.26,449.83,0.189,WC-002,383.29,99.9,WC-001,330.47,95,68,67,1,0,1,10.44,12.43,0.8399,99.7115,68,0.3,1,-28.42,0.46,464.7,412.7,0.8881,0.7955,0.9853,0.6961,22.46,32.27,52.0,17.5,1,reduced_speed,average,performance_loss,21.9,1,52.0,0.0,4,116.2,13.0,21.2,no,14.1,21.2,0.0,16.7,0.0,0.0,no,corrective,24.6,6.0,21,19,72.1,skilled,7.2,0.0,no,no,80.2,SUP-182,2885.0,4.26,0.92,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7115,98.9932,207.6,3.098,35.0,12.2,,7.9,87.2,5933.34,9984.88,26.07,0.0,6.52,100,5200.0,1046.52,63.5,264.0445
MFG-LINE-PLT-003-04,PLT-003,WC-011,SHF-PLT-003-20200426-2,2020-04-26,2,466.7,PRD-2020-SKU-09727,electronics_pcb,WO-2020-22000,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.441,1.722,32.3,79.24,35.41,37.28,0.05,WC-007,35.18,92.85,WC-002,0.0,1032,324,323,1,0,1,104.38,132.84,0.7858,99.9589,324,0.2,0,-68.6,4.61,466.7,186.2,0.3991,0.7858,0.9969,0.3126,10.13,32.41,280.4,88.3,1,equipment_failure,poor,availability_loss,0.0,0,280.4257562961943,0.0,2,233.3,11.1,280.4257562961943,yes,0.0,0.0,15.3,6.9,0.0,0.0,no,preventive,11.0,2.7,10,9,79.6,skilled,8.2,0.0,no,no,48.3,SUP-036,411.0,4.85,1.12,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9589,97.3563,349.2,1.081,84.8,27.9,,7.3,146.7,2874.07,2746.04,20.72,0.0,5.18,150,42063.86,8417.95,32.2,38.1839
MFG-LINE-PLT-004-03,PLT-004,WC-039,SHF-PLT-004-20200402-2,2020-04-02,2,426.8,PRD-2020-SKU-07385,industrial_machinery,WO-2020-89926,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,159.114,7.956,137.81,345.29,157.74,172.24,0.05,WC-004,159.65,91.22,WC-001,132.02,192,141,140,1,0,1,22.57,27.09,0.8331,99.8574,141,0.7,2,-26.56,19.68,426.8,374.9,0.8784,0.8332,0.9929,0.7266,21.53,29.64,51.9,28.2,1,idling_minor_stops,good,performance_loss,0.0,0,51.9,0.0,3,142.3,17.3,30.7,yes,30.7,0.0,0.0,21.2,0.0,0.0,no,corrective,22.2,5.4,2,1,76.5,skilled,2.5,0.0,no,no,22.5,SUP-115,1426.0,4.48,0.99,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8574,97.1489,535.4,3.824,133.8,61.7,,7.5,224.9,252.14,580.18,34.49,0.0,8.62,100,5190.0,1046.62,71.8,40.6815
MFG-LINE-PLT-008-01,PLT-008,WC-009,SHF-PLT-008-20210614-2,2021-06-14,2,430.4,PRD-2021-SKU-04550,medical_devices,WO-2021-95784,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,150.431,18.052,133.04,411.85,158.69,180.22,0.12,WC-001,157.26,95.04,WC-002,118.82,226,167,166,1,0,1,23.89,31.61,0.7558,99.9677,167,0.4,1,-26.11,1.93,430.4,419.4,0.9744,0.7559,0.994,0.7321,21.88,29.89,11.0,53.9,1,reduced_speed,good,performance_loss,0.0,0,11.0,0.0,1,430.4,11.0,11.0,no,0.0,0.0,0.0,0.0,11.0,0.0,no,corrective,7.3,6.8,14,12,90.6,semi_skilled,11.7,1.1,no,no,82.4,SUP-057,323.0,4.91,1.14,1.19,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9677,97.2221,236.9,1.427,44.9,12.3,,7.6,99.5,3097.44,5871.32,33.92,0.0,8.48,250,2750.0,558.48,29.5,88.153
MFG-LINE-PLT-008-01,PLT-008,WC-024,SHF-PLT-008-20200906-2,2020-09-06,2,449.9,PRD-2020-SKU-07126,medical_devices,WO-2020-46318,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,151.778,18.213,131.0,263.48,152.98,181.83,0.12,WC-002,160.03,95.85,WC-001,120.17,236,122,121,1,0,1,23.69,31.61,0.7494,99.9603,122,0.7,1,-48.31,5.38,449.9,360.3,0.8008,0.6428,0.9918,0.5106,15.95,31.24,89.6,67.8,1,idling_minor_stops,average,performance_loss,51.3,3,89.6,0.0,5,90.0,17.9,27.0,no,63.9,19.5,0.0,6.1,0.0,0.0,no,corrective,7.3,7.2,4,3,90.5,semi_skilled,7.3,1.8,no,no,54.1,SUP-100,397.0,4.85,1.12,1.14,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9603,97.3041,198.8,1.643,36.2,23.2,,7.3,83.5,845.77,1655.59,17.42,0.0,4.36,250,22400.0,4484.36,35.4,38.2364
MFG-LINE-PLT-005-04,PLT-005,WC-007,SHF-PLT-005-20200819-2,2020-08-19,2,462.7,PRD-2020-SKU-04576,automotive_body,WO-2020-15247,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,51.844,6.221,47.39,106.83,52.28,62.11,0.12,WC-002,53.94,94.59,WC-001,0.0,595,430,429,1,0,1,69.31,77.25,0.8972,99.982,430,4.5,13,-27.73,3.97,443.4,352.9,0.7959,0.9463,0.9977,0.7514,23.14,30.79,90.5,24.4,1,equipment_failure,good,availability_loss,0.0,0,90.5,19.3,3,154.2,30.2,50.1,yes,50.1,21.8,18.6,0.0,0.0,0.0,yes,preventive,15.6,5.4,15,14,82.3,expert,5.4,0.0,no,no,46.5,SUP-050,180.0,5.07,1.19,1.36,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.982,98.6817,1214.9,2.832,227.5,63.9,24.3,7.7,510.3,1972.79,4200.09,27.05,0.0,6.76,200,18100.0,3626.76,62.3,41.5021
MFG-LINE-PLT-007-02,PLT-007,WC-018,SHF-PLT-007-20220613-1,2022-06-13,1,426.0,PRD-2022-SKU-01578,industrial_machinery,WO-2022-60078,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,265.681,31.882,247.05,466.49,267.96,318.29,0.12,WC-002,276.87,94.74,WC-001,250.14,110,61,60,1,0,1,13.54,15.54,0.8713,99.8258,61,0.7,2,-44.55,0.65,426.0,365.4,0.8578,0.6443,0.9836,0.5436,16.08,29.59,60.6,33.7,1,idling_minor_stops,average,performance_loss,95.1,4,60.6,0.0,5,85.2,12.1,32.8,yes,0.0,8.9,43.3,4.7,3.8,0.0,no,emergency,32.8,5.7,15,13,86.0,skilled,7.5,0.0,no,yes,63.8,SUP-070,1742.0,4.42,0.97,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8258,97.2,148.2,2.47,41.3,13.1,,8.4,62.2,5590.37,5745.3,20.0,0.0,5.0,100,6060.0,1217.0,55.6,209.2612
MFG-LINE-PLT-005-01,PLT-005,WC-013,SHF-PLT-005-20210108-3,2021-01-08,3,454.3,PRD-2021-SKU-09063,automotive_body,WO-2021-75203,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.561,5.107,38.88,77.93,42.38,50.99,0.12,WC-004,45.71,97.63,WC-003,0.0,792,562,561,1,0,1,84.53,104.65,0.8077,99.9641,562,1.2,4,-29.04,9.26,454.3,429.7,0.9458,0.7499,0.9982,0.708,22.33,31.55,24.6,187.4,1,reduced_speed,good,performance_loss,30.7,3,24.6,0.0,2,227.1,12.3,17.8,no,0.0,0.0,0.0,6.8,0.0,17.8,no,corrective,20.8,5.7,9,8,71.6,skilled,8.7,0.0,no,no,77.8,SUP-033,359.0,4.88,1.13,1.2,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9641,98.0053,1189.9,2.121,257.6,146.9,23.8,8.3,499.8,2411.39,2974.3,32.03,0.0,8.01,200,4920.0,992.01,36.0,41.6873
MFG-LINE-PLT-005-04,PLT-005,WC-046,SHF-PLT-005-20230529-3,2023-05-29,3,436.8,PRD-2023-SKU-02167,automotive_body,WO-2023-22394,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,57.88,6.946,54.44,147.83,57.68,69.34,0.12,WC-001,57.66,90.56,WC-004,0.0,561,401,400,1,0,1,62.12,77.25,0.8041,99.9321,401,3.6,14,-28.52,3.66,436.8,420.0,0.9615,0.7416,0.9975,0.7113,21.57,30.33,16.8,139.7,1,reduced_speed,good,performance_loss,32.7,2,16.8,0.0,2,218.4,8.4,12.6,no,0.0,0.0,12.6,4.1,0.0,0.0,no,emergency,15.6,6.3,18,15,81.1,skilled,13.8,0.0,no,no,29.4,SUP-065,679.0,4.7,1.07,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9321,99.0968,1332.0,3.33,287.9,131.1,26.6,7.3,559.4,5874.11,13725.23,28.7,0.0,7.17,200,3360.0,679.17,36.8,77.7701
MFG-LINE-PLT-001-02,PLT-001,WC-019,SHF-PLT-001-20220813-2,2022-08-13,2,429.9,PRD-2022-SKU-05828,pharmaceutical,WO-2022-67679,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,68.808,14.691,62.52,142.18,62.62,93.05,0.213,WC-001,76.14,99.9,WC-004,0.0,507,340,339,1,0,1,52.3,70.87,0.738,99.931,340,1.8,6,-32.94,6.76,429.9,429.9,1.0,0.6696,0.9971,0.6676,19.93,29.86,0.0,167.8,1,reduced_speed,average,performance_loss,39.8,2,0.0,0.0,0,429.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,emergency,22.7,6.4,8,7,65.1,semi_skilled,3.4,0.0,no,yes,24.3,SUP-158,690.0,4.7,1.07,1.13,contamination,labelling,100pct_manual,yes,no,no,no,99.931,96.9509,466.8,1.377,127.3,61.3,,8.2,196.1,1752.38,2951.19,16.03,0.0,4.01,300,0.0,4.01,58.7,29.9521
MFG-LINE-PLT-005-04,PLT-005,WC-002,SHF-PLT-005-20231125-1,2023-11-25,1,473.1,PRD-2023-SKU-07382,automotive_body,WO-2023-55401,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,49.801,5.976,43.51,96.36,51.66,59.66,0.12,WC-003,49.67,90.67,WC-001,0.0,608,477,476,1,0,1,72.22,77.25,0.9349,99.9623,477,3.6,13,-21.55,2.62,473.1,396.3,0.8377,0.9348,0.9979,0.7814,25.67,32.86,76.8,33.3,1,equipment_failure,good,availability_loss,0.0,0,76.8,0.0,6,78.9,12.8,32.4,yes,32.4,23.2,0.0,7.2,14.0,0.0,no,preventive,15.6,5.0,24,23,80.1,expert,3.5,0.0,no,no,89.7,SUP-137,377.0,4.87,1.12,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9623,98.9005,1756.4,3.69,290.7,191.9,35.1,7.0,737.7,6324.06,10577.97,54.06,0.0,13.52,200,15360.0,3085.52,58.0,89.682
MFG-LINE-PLT-004-03,PLT-004,WC-024,SHF-PLT-004-20211102-1,2021-11-02,1,474.3,PRD-2021-SKU-04018,industrial_machinery,WO-2021-50979,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,149.665,7.483,134.33,427.75,150.37,162.01,0.05,WC-003,157.27,95.53,WC-004,122.57,213,144,143,1,0,1,23.91,27.09,0.8826,99.9272,144,4.7,12,-32.39,3.62,474.3,371.6,0.7835,0.8584,0.9931,0.6679,22.0,32.93,102.7,23.8,1,setup_adjustment,average,availability_loss,10.2,1,102.7,0.0,8,59.3,12.8,20.5,no,25.5,50.8,26.4,0.0,0.0,0.0,no,preventive,22.2,5.6,6,5,67.6,skilled,8.7,0.6,no,no,36.9,SUP-107,728.0,4.68,1.06,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9272,98.9081,472.8,3.306,96.4,45.9,,7.8,198.6,1273.73,1208.15,41.33,0.0,10.33,100,10270.0,2064.33,63.9,58.9748
MFG-LINE-PLT-010-04,PLT-010,WC-008,SHF-PLT-010-20210812-1,2021-08-12,1,436.0,PRD-2021-SKU-04872,industrial_machinery,WO-2021-51168,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,285.387,34.246,259.89,572.16,290.54,341.89,0.12,WC-007,313.45,99.85,WC-006,271.77,98,75,74,1,0,1,12.57,13.62,0.9229,99.9102,75,0.7,2,-23.47,2.04,436.0,391.3,0.8975,0.8444,0.9867,0.7477,22.64,30.28,44.7,13.8,1,idling_minor_stops,good,performance_loss,33.2,2,44.7,0.0,1,436.0,44.7,44.7,yes,44.7,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,5.0,6,5,72.6,expert,4.2,0.0,no,no,17.0,SUP-011,898.0,4.62,1.04,1.19,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.9102,98.5976,102.9,1.39,23.8,9.4,,9.1,43.2,1997.31,2066.63,36.13,0.0,9.03,100,4470.0,903.03,67.0,91.5364
MFG-LINE-PLT-010-03,PLT-010,WC-016,SHF-PLT-010-20221108-1,2022-11-08,1,432.3,PRD-2022-SKU-02728,industrial_machinery,WO-2022-94888,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.377,4.605,35.72,84.26,36.58,45.98,0.12,WC-004,42.27,99.9,WC-008,0.0,744,495,494,1,0,1,93.65,103.45,0.9053,99.8209,495,7.6,25,-33.47,9.79,408.4,360.5,0.8827,0.7963,0.998,0.7015,19.9,28.36,47.9,126.6,1,idling_minor_stops,good,performance_loss,67.3,3,47.9,23.9,4,108.1,12.0,19.6,no,29.5,0.0,0.0,0.0,3.4,14.9,yes,preventive,29.1,7.2,8,7,64.1,skilled,12.2,0.0,no,no,58.9,SUP-054,1791.0,4.41,0.97,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8209,97.4682,1628.2,3.296,427.5,228.4,,7.8,683.8,2496.45,2876.04,54.71,0.0,13.68,100,4790.0,971.68,64.4,65.6962
MFG-LINE-PLT-004-04,PLT-004,WC-006,SHF-PLT-004-20200817-1,2020-08-17,1,432.1,PRD-2020-SKU-01806,industrial_machinery,WO-2020-82354,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,312.894,55.852,280.42,472.34,279.44,405.05,0.178,WC-001,376.5,99.9,WC-002,300.46,89,75,74,1,0,1,11.39,12.43,0.9163,99.7867,75,0.5,1,-15.73,5.14,432.1,411.0,0.9512,0.881,0.9867,0.8268,24.81,30.01,21.1,10.1,1,idling_minor_stops,good,performance_loss,15.9,1,21.1,0.0,2,216.1,10.5,13.4,no,0.0,0.0,7.6,13.4,0.0,0.0,no,preventive,24.6,6.1,3,2,69.2,multi_skilled,0.1,1.0,no,no,52.8,SUP-183,2133.0,4.36,0.95,1.09,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7867,97.9178,288.1,3.893,53.6,35.7,,7.4,121.0,772.26,1059.75,31.27,0.0,7.82,100,2110.0,429.82,69.7,56.4495
MFG-LINE-PLT-005-06,PLT-005,WC-008,SHF-PLT-005-20240702-1,2024-07-02,1,433.4,PRD-2024-SKU-02937,automotive_body,WO-2024-05009,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,85.209,4.26,77.92,158.83,85.84,92.24,0.05,WC-010,88.84,94.78,WC-004,37.21,346,122,121,1,0,1,41.98,48.0,0.8746,99.9807,122,0.6,1,-64.74,1.4,433.4,266.3,0.6144,0.5727,0.9918,0.349,10.5,30.1,167.1,91.0,1,idling_minor_stops,poor,performance_loss,91.9,3,167.1,0.0,9,48.2,18.6,43.7,yes,83.9,18.4,8.6,10.0,4.9,41.4,no,preventive,32.1,5.2,13,12,66.5,skilled,5.4,0.0,no,no,78.3,SUP-080,193.0,5.05,1.18,1.22,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9807,99.2897,349.0,2.884,84.4,34.3,7.0,7.7,146.6,4346.05,9115.91,37.97,0.0,9.49,200,33420.0,6693.49,38.4,149.5397
MFG-LINE-PLT-010-02,PLT-010,WC-027,SHF-PLT-010-20210318-2,2021-03-18,2,468.7,PRD-2021-SKU-07363,industrial_machinery,WO-2021-55916,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,332.526,58.192,296.57,779.35,330.44,428.54,0.175,WC-004,343.2,93.83,WC-005,320.15,96,71,70,1,0,1,10.78,12.38,0.8708,99.77,71,0.6,2,-26.04,0.5,468.7,395.2,0.8432,0.871,0.9859,0.7241,23.57,32.55,73.5,10.5,1,equipment_failure,good,availability_loss,0.0,0,73.5,0.0,3,156.2,24.5,31.9,yes,31.9,41.6,0.0,0.0,0.0,0.0,no,emergency,32.7,4.0,20,18,80.4,expert,6.5,0.0,no,no,13.0,SUP-102,2300.0,4.33,0.94,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.77,98.4314,248.5,3.55,49.7,29.5,,7.6,104.4,6434.66,9777.32,45.78,0.0,11.45,100,7350.0,1481.45,47.0,278.0337
MFG-LINE-PLT-005-06,PLT-005,WC-029,SHF-PLT-005-20220717-1,2022-07-17,1,465.7,PRD-2022-SKU-02433,automotive_body,WO-2022-60746,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,95.73,4.787,86.99,192.24,98.29,103.63,0.05,WC-001,99.47,94.46,WC-002,47.73,372,213,212,1,0,1,37.59,48.0,0.7831,99.9748,213,4.6,12,-42.74,4.55,465.7,340.0,0.7301,0.7831,0.9953,0.5691,18.4,32.34,125.7,59.0,1,setup_adjustment,average,availability_loss,0.0,0,125.7,0.0,7,66.5,18.0,48.5,yes,73.3,0.0,26.4,16.1,0.0,10.0,no,preventive,32.1,5.2,7,6,71.6,semi_skilled,2.4,0.0,no,yes,86.3,SUP-028,252.0,4.98,1.16,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9748,97.5325,368.5,1.738,88.3,32.5,7.4,8.6,154.8,3004.91,6953.78,36.58,0.0,9.14,200,25140.0,5037.14,56.6,83.7275
MFG-LINE-PLT-002-03,PLT-002,WC-011,SHF-PLT-002-20220101-1,2022-01-01,1,430.2,PRD-2022-SKU-02080,electronics_pcb,WO-2022-42411,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.772,2.439,45.89,123.99,48.73,52.8,0.05,WC-007,50.84,94.77,WC-010,0.0,590,483,482,1,0,1,73.67,82.38,0.8943,99.9576,483,0.0,0,-18.14,3.54,430.2,393.4,0.9145,0.8943,0.9979,0.8161,24.38,29.87,36.8,57.1,1,reduced_speed,good,performance_loss,0.0,0,36.8,0.0,2,215.1,18.4,24.0,no,24.0,12.9,0.0,0.0,0.0,0.0,no,preventive,13.3,6.5,20,19,70.3,skilled,4.6,0.0,yes,no,23.0,SUP-177,424.0,4.84,1.11,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9576,98.7643,316.7,0.657,73.9,18.7,,8.4,133.0,2872.2,2390.61,33.26,0.0,8.31,150,5520.0,1112.31,60.3,44.2477
MFG-LINE-PLT-008-02,PLT-008,WC-003,SHF-PLT-008-20221116-3,2022-11-16,3,468.6,PRD-2022-SKU-02782,medical_devices,WO-2022-02836,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.104,3.848,41.62,118.58,47.7,54.45,0.08,WC-001,48.91,92.43,WC-002,0.0,726,557,556,1,0,1,74.73,93.02,0.8034,99.99,557,5.4,13,-23.28,3.75,468.6,447.2,0.9543,0.8033,0.9982,0.7653,24.91,32.54,21.4,136.4,1,idling_minor_stops,good,performance_loss,0.0,0,21.4,0.0,3,156.2,7.1,10.8,no,0.0,0.0,5.7,0.0,5.0,10.8,no,preventive,8.4,6.1,24,19,87.9,skilled,18.4,0.0,no,no,12.0,SUP-058,75.0,5.29,1.26,1.34,contamination,functional_failure,automated_vision,no,no,no,no,99.99,97.7696,707.2,1.272,172.4,49.5,,7.9,297.0,6642.9,16562.81,9.49,0.0,2.37,250,5350.0,1072.37,28.3,51.244
MFG-LINE-PLT-007-02,PLT-007,WC-036,SHF-PLT-007-20220626-1,2022-06-26,1,458.3,PRD-2022-SKU-06633,industrial_machinery,WO-2022-88713,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,301.949,36.234,264.61,655.22,314.06,361.74,0.12,WC-001,317.05,95.46,WC-002,286.41,118,84,83,1,0,1,11.79,15.54,0.7587,99.5374,84,0.3,1,-28.81,0.91,458.3,427.3,0.9324,0.7588,0.9881,0.6991,22.25,31.83,31.0,26.7,1,idling_minor_stops,average,performance_loss,0.0,0,31.0,0.0,3,152.8,10.3,13.9,no,10.2,20.8,0.0,0.0,0.0,0.0,no,emergency,32.8,5.7,14,12,73.8,semi_skilled,7.9,0.0,no,no,52.4,SUP-089,4626.0,4.1,0.87,0.88,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.5374,97.5534,248.0,2.988,44.1,27.8,,8.0,104.2,2167.15,3504.47,19.31,0.0,4.83,100,3100.0,624.83,63.4,87.8754
MFG-LINE-PLT-005-02,PLT-005,WC-008,SHF-PLT-005-20230827-1,2023-08-27,1,466.3,PRD-2023-SKU-08708,automotive_body,WO-2023-40045,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.748,4.78,51.11,153.77,58.49,67.63,0.08,WC-002,62.63,95.29,WC-004,0.0,588,294,293,1,0,1,60.15,75.79,0.7936,99.9653,294,0.1,0,-50.0,1.88,466.3,428.2,0.9183,0.5435,0.9966,0.4974,16.11,32.38,38.1,246.9,1,reduced_speed,poor,performance_loss,135.0,4,38.1,0.0,1,466.3,38.1,38.1,yes,38.1,0.0,0.0,0.0,0.0,0.0,no,preventive,1.3,6.5,22,20,85.4,semi_skilled,7.0,0.4,no,no,19.5,SUP-092,347.0,4.89,1.13,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9653,99.3305,581.6,1.985,116.9,32.9,11.6,8.4,244.3,9823.58,21887.36,71.94,0.0,17.98,200,7620.0,1541.98,28.0,180.414
MFG-LINE-PLT-008-02,PLT-008,WC-016,SHF-PLT-008-20230109-2,2023-01-09,2,465.5,PRD-2023-SKU-04015,medical_devices,WO-2023-58264,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.84,3.507,41.37,74.97,44.19,49.63,0.08,WC-003,47.48,98.46,WC-005,0.0,721,552,551,1,0,1,82.03,93.02,0.8819,99.99,552,1.8,4,-23.44,3.95,465.5,403.8,0.8674,0.8818,0.9982,0.7635,24.68,32.32,61.7,74.0,1,setup_adjustment,good,availability_loss,0.0,0,61.7,0.0,4,116.4,15.4,35.0,yes,35.0,0.0,0.0,0.0,8.9,17.8,no,predictive,8.4,5.1,20,18,93.1,expert,6.9,0.0,no,no,39.7,SUP-123,94.0,5.23,1.24,1.4,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.5457,582.4,1.057,112.4,33.5,,8.2,244.6,5769.08,10691.87,8.8,0.0,2.2,250,15425.0,3087.2,71.7,38.6907
MFG-LINE-PLT-002-01,PLT-002,WC-048,SHF-PLT-002-20200606-1,2020-06-06,1,469.1,PRD-2020-SKU-03491,electronics_pcb,WO-2020-13340,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,40.378,2.019,38.03,94.41,39.91,43.71,0.05,WC-001,41.21,92.79,WC-002,0.0,738,588,587,1,0,1,89.01,94.49,0.942,99.9736,588,0.6,1,-20.33,37.54,469.1,469.1,1.0,0.7959,0.9983,0.7946,25.89,32.58,0.0,150.8,1,idling_minor_stops,good,performance_loss,72.7,2,0.0,0.0,0,469.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,26.7,4.6,3,2,76.1,expert,10.3,0.0,no,no,63.5,SUP-028,264.0,4.97,1.16,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9736,97.4583,553.0,0.942,121.1,60.2,,7.6,232.3,364.11,880.76,11.53,0.0,2.88,150,0.0,2.88,26.7,13.6704
MFG-LINE-PLT-004-03,PLT-004,WC-042,SHF-PLT-004-20200727-2,2020-07-27,2,446.7,PRD-2020-SKU-01758,industrial_machinery,WO-2020-75168,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,232.608,11.63,199.89,283.24,228.93,251.8,0.05,WC-005,241.72,94.47,WC-003,205.52,201,81,80,1,0,1,15.43,27.09,0.5696,99.6649,81,0.9,2,-59.7,2.15,446.7,314.9,0.705,0.5697,0.9877,0.3967,12.31,31.02,131.8,61.2,1,idling_minor_stops,poor,performance_loss,0.0,0,131.8,0.0,8,55.8,16.5,30.6,yes,30.6,37.2,18.3,17.3,0.0,28.4,no,corrective,22.2,5.6,6,5,86.0,trainee,6.9,0.3,no,no,19.7,SUP-056,3351.0,4.21,0.9,0.97,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.6649,98.8556,271.0,3.387,50.1,22.7,,7.7,113.8,672.47,1350.03,37.63,0.0,9.41,100,13180.0,2645.41,49.1,63.3816
MFG-LINE-PLT-010-02,PLT-010,WC-022,SHF-PLT-010-20211103-2,2021-11-03,2,438.4,PRD-2021-SKU-03115,industrial_machinery,WO-2021-52686,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,393.744,84.064,370.54,764.55,402.51,532.45,0.213,WC-003,449.06,99.9,WC-005,381.36,89,49,48,1,0,1,9.09,12.38,0.7342,99.4761,49,0.1,0,-44.94,2.19,438.4,366.8,0.8367,0.6476,0.9796,0.5308,16.16,30.45,71.6,26.7,1,idling_minor_stops,average,performance_loss,43.3,1,71.6,0.0,2,219.2,35.8,68.6,yes,68.6,0.0,0.0,2.9,0.0,0.0,no,corrective,32.7,4.9,4,3,60.7,semi_skilled,14.8,0.0,no,no,44.8,SUP-095,5239.0,4.06,0.85,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4761,99.3932,150.5,3.136,39.2,8.9,,7.9,63.2,418.54,900.26,28.14,0.0,7.04,100,7160.0,1439.04,45.2,56.2012
MFG-LINE-PLT-004-03,PLT-004,WC-024,SHF-PLT-004-20221218-1,2022-12-18,1,448.7,PRD-2022-SKU-02866,industrial_machinery,WO-2022-22539,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,150.188,7.509,134.54,233.1,145.68,162.58,0.05,WC-001,157.38,95.26,WC-003,123.1,202,145,144,1,0,1,23.93,27.09,0.8834,99.9158,145,0.8,2,-28.22,2.14,448.7,363.5,0.8101,0.8835,0.9931,0.7108,22.15,31.16,85.2,19.1,1,equipment_failure,good,availability_loss,0.0,0,85.2,0.0,6,74.8,14.2,25.7,no,14.2,33.4,0.0,5.2,6.8,25.7,no,emergency,22.2,5.3,11,9,88.1,skilled,13.7,1.3,no,no,50.8,SUP-048,842.0,4.64,1.05,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9158,98.1348,382.8,2.658,90.6,36.2,,8.2,160.8,4060.86,5199.55,50.31,0.0,12.58,100,8520.0,1716.58,71.1,114.9678
MFG-LINE-PLT-006-02,PLT-006,WC-029,SHF-PLT-006-20200807-2,2020-08-07,2,437.9,PRD-2020-SKU-08711,food_beverage,WO-2020-40142,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.731,0.928,6.58,10.51,7.75,9.26,0.12,WC-002,8.54,99.9,WC-011,0.0,3974,2019,2015,4,1,3,465.62,545.45,0.8536,99.8299,2020,0.7,1,-49.19,23.0,437.9,336.1,0.7676,0.6607,0.998,0.5061,15.39,30.41,101.8,1036.9,4,idling_minor_stops,average,performance_loss,76.0,2,101.8,0.0,5,87.6,20.4,49.4,yes,49.4,13.2,26.3,7.9,5.0,0.0,no,preventive,15.5,7.3,14,12,63.7,skilled,14.0,0.3,no,no,23.2,SUP-140,1701.0,4.43,0.98,1.1,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8299,99.7673,1501.2,0.745,408.6,80.1,,6.3,630.5,1933.6,4508.21,10.38,10.38,7.79,80,8144.0,1646.97,28.7,13.5975
MFG-LINE-PLT-010-02,PLT-010,WC-025,SHF-PLT-010-20211128-1,2021-11-28,1,441.9,PRD-2021-SKU-09280,industrial_machinery,WO-2021-43026,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,383.489,81.875,328.5,1132.61,395.67,518.58,0.213,WC-005,407.73,96.66,WC-001,371.11,90,49,48,1,0,1,9.23,12.38,0.7456,99.3853,49,2.2,8,-45.56,0.47,422.3,344.0,0.8146,0.6906,0.9796,0.5511,16.16,29.33,78.3,22.0,1,reduced_speed,average,performance_loss,45.1,2,78.3,19.6,3,147.3,26.1,56.1,yes,56.1,0.0,13.5,8.6,0.0,0.0,yes,preventive,32.7,5.3,15,14,76.4,semi_skilled,1.4,0.0,no,yes,28.6,SUP-148,6147.0,4.0,0.83,0.86,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.3853,98.3467,147.2,3.066,32.1,21.4,,8.0,61.8,6026.84,13017.31,74.59,0.0,18.65,100,7830.0,1584.65,34.3,472.8971
MFG-LINE-PLT-008-02,PLT-008,WC-034,SHF-PLT-008-20240525-2,2024-05-25,2,447.8,PRD-2024-SKU-07408,medical_devices,WO-2024-85054,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.008,3.601,42.22,66.53,45.7,50.95,0.08,WC-006,45.46,91.82,WC-003,0.0,694,554,553,1,0,1,79.96,93.02,0.8596,99.9884,554,0.6,1,-20.17,6.74,447.8,415.7,0.9283,0.8596,0.9982,0.7965,24.77,31.1,32.1,90.5,1,reduced_speed,good,performance_loss,0.0,0,32.1,0.0,3,149.3,10.7,14.2,no,0.0,0.0,0.0,28.0,4.1,0.0,no,corrective,8.4,7.1,13,11,77.4,skilled,11.0,0.0,no,no,25.6,SUP-007,116.0,5.18,1.23,1.34,contamination,functional_failure,automated_vision,yes,no,no,no,99.9884,99.9868,778.1,1.407,146.2,62.7,,7.7,326.8,2742.12,4378.89,22.51,0.0,5.63,250,8025.0,1610.63,43.0,35.4278
MFG-LINE-PLT-004-06,PLT-004,WC-046,SHF-PLT-004-20211017-2,2021-10-17,2,453.0,PRD-2021-SKU-01709,industrial_machinery,WO-2021-08946,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,122.785,14.734,105.69,253.21,124.17,147.1,0.12,WC-003,140.45,99.9,WC-002,90.81,241,166,165,1,0,1,29.3,31.97,0.9165,99.8661,166,2.4,8,-31.12,1.56,453.0,373.4,0.8243,0.8344,0.994,0.6836,21.5,31.46,79.6,32.9,1,setup_adjustment,average,availability_loss,33.4,1,79.6,0.0,4,113.2,19.9,35.7,yes,35.7,0.0,14.8,23.3,5.8,0.0,no,emergency,6.6,8.7,17,14,82.4,expert,14.1,0.0,no,no,44.2,SUP-097,1339.0,4.5,1.0,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8661,98.3511,489.1,2.964,119.2,29.3,,8.0,205.4,2489.18,3735.02,26.14,0.0,6.54,100,7960.0,1598.54,65.1,64.0208
MFG-LINE-PLT-006-01,PLT-006,WC-014,SHF-PLT-006-20230422-1,2023-04-22,1,470.8,PRD-2023-SKU-02765,food_beverage,WO-2023-69694,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,28.422,3.411,26.45,78.19,29.27,34.05,0.12,WC-007,31.78,99.9,WC-009,0.0,1146,808,806,2,0,2,126.63,146.34,0.8653,99.8626,808,3.1,8,-29.49,5.14,470.8,402.7,0.8554,0.8226,0.9975,0.7019,22.95,32.69,68.1,174.2,2,reduced_speed,good,performance_loss,19.9,1,68.1,0.0,4,117.7,17.0,42.0,yes,42.0,0.0,11.0,5.9,9.2,0.0,no,predictive,33.4,4.4,22,20,93.8,skilled,7.4,0.0,no,yes,46.2,SUP-050,1374.0,4.49,1.0,1.11,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8626,96.8669,342.6,0.425,59.5,28.6,,7.9,143.9,5013.09,7306.43,5.09,0.0,2.54,80,5448.0,1092.14,73.0,20.3874
MFG-LINE-PLT-003-03,PLT-003,WC-037,SHF-PLT-003-20240604-3,2024-06-04,3,460.3,PRD-2024-SKU-07442,electronics_pcb,WO-2024-08685,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.074,0.604,10.46,17.29,12.29,13.07,0.05,WC-003,12.17,91.63,WC-001,0.0,2875,1485,1484,1,0,1,298.06,375.0,0.7948,99.9541,1485,2.0,5,-48.35,11.38,460.3,331.6,0.7204,0.7166,0.9993,0.5159,16.49,31.96,128.7,587.3,1,idling_minor_stops,average,performance_loss,32.7,2,128.7,0.0,8,57.5,16.1,38.1,yes,38.1,32.0,33.6,0.0,9.3,15.7,no,emergency,16.8,5.5,19,17,62.7,skilled,8.8,0.0,no,no,50.6,SUP-138,459.0,4.81,1.1,1.16,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9541,98.9573,1004.7,0.677,256.3,90.3,,8.3,422.0,4572.39,4495.62,6.78,0.0,1.7,150,19305.0,3862.7,25.3,12.8951
MFG-LINE-PLT-005-02,PLT-005,WC-045,SHF-PLT-005-20220303-1,2022-03-03,1,431.5,PRD-2022-SKU-05838,automotive_body,WO-2022-41702,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.965,4.237,48.09,136.82,53.54,59.96,0.08,WC-001,56.62,97.18,WC-004,0.0,544,403,402,1,0,1,67.94,75.79,0.8964,99.9811,403,3.3,8,-25.92,2.94,431.5,388.9,0.9013,0.8204,0.9975,0.7376,22.1,29.96,42.6,88.2,1,idling_minor_stops,good,performance_loss,33.0,2,42.6,0.0,1,431.5,42.6,42.6,yes,42.6,0.0,0.0,0.0,0.0,0.0,no,emergency,1.3,9.1,20,19,93.7,skilled,1.1,0.0,no,no,10.8,SUP-027,189.0,5.05,1.18,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9811,98.2853,931.4,2.317,189.2,88.3,18.6,8.1,391.2,5741.96,5356.24,105.76,0.0,26.44,200,8520.0,1730.44,40.2,133.6305
MFG-LINE-PLT-004-05,PLT-004,WC-045,SHF-PLT-004-20221124-1,2022-11-24,1,452.8,PRD-2022-SKU-03634,industrial_machinery,WO-2022-09081,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,164.457,8.223,143.18,455.13,164.79,178.02,0.05,WC-003,168.78,93.3,WC-006,140.67,179,118,117,1,0,1,21.89,23.79,0.9201,99.9505,118,0.1,0,-34.08,1.11,452.8,355.2,0.7844,0.8378,0.9915,0.6516,20.49,31.44,97.6,22.8,1,setup_adjustment,average,availability_loss,31.8,1,97.6,0.0,4,113.2,24.4,36.3,yes,24.6,51.0,0.0,0.0,0.0,22.0,no,preventive,3.8,8.6,17,14,71.4,skilled,14.5,0.0,no,no,73.3,SUP-001,495.0,4.79,1.1,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9505,97.7724,259.4,2.217,60.9,25.3,,8.5,108.9,4155.71,8278.31,23.14,0.0,5.79,100,9760.0,1957.79,72.5,129.6115
MFG-LINE-PLT-003-02,PLT-003,WC-017,SHF-PLT-003-20200430-2,2020-04-30,2,459.1,PRD-2020-SKU-08198,electronics_pcb,WO-2020-73986,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,44.825,5.379,39.61,74.5,48.2,53.7,0.12,WC-001,46.13,93.56,WC-001,0.0,754,551,550,1,0,1,80.28,98.63,0.814,99.9246,551,2.9,11,-26.92,6.53,459.1,423.7,0.9229,0.791,0.9982,0.7287,23.23,31.89,35.4,145.6,1,idling_minor_stops,good,performance_loss,11.9,1,35.4,0.0,5,91.8,7.1,11.5,no,7.7,21.5,6.2,0.0,0.0,0.0,no,corrective,24.8,4.6,12,11,94.6,skilled,4.8,0.0,no,no,25.8,SUP-144,754.0,4.67,1.06,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9246,99.2374,431.8,0.785,112.4,38.2,,8.0,181.4,2671.96,2513.22,6.7,0.0,1.68,150,5310.0,1063.68,46.3,16.1398
MFG-LINE-PLT-004-03,PLT-004,WC-039,SHF-PLT-004-20221103-1,2022-11-03,1,443.2,PRD-2022-SKU-05306,industrial_machinery,WO-2022-00110,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,176.267,8.813,151.47,497.02,176.36,190.81,0.05,WC-003,177.85,91.73,WC-001,149.18,199,31,30,1,0,1,20.24,27.09,0.7471,99.8403,31,0.4,0,-84.42,0.24,443.2,155.2,0.3501,0.4425,0.9677,0.1499,4.61,30.78,288.0,39.1,1,equipment_failure,poor,availability_loss,63.2,3,288.03464138896584,0.0,6,73.9,15.8,288.03464138896584,yes,75.5,0.0,7.1,0.0,12.2,0.0,no,preventive,22.2,3.6,19,17,94.0,semi_skilled,5.9,0.0,no,no,21.4,SUP-084,1597.0,4.45,0.98,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8403,97.429,72.6,2.421,18.3,7.1,,8.4,30.5,7452.37,17103.73,55.64,0.0,13.91,100,28803.46,5774.6,63.6,876.0313
MFG-LINE-PLT-008-01,PLT-008,WC-020,SHF-PLT-008-20200729-1,2020-07-29,1,428.3,PRD-2020-SKU-02066,medical_devices,WO-2020-00402,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,128.032,15.364,112.24,181.0,128.0,153.38,0.12,WC-001,134.88,95.77,WC-002,96.42,225,183,182,1,0,1,28.06,31.61,0.8877,99.9873,183,0.3,1,-18.67,12.75,428.3,428.3,1.0,0.8111,0.9945,0.8067,23.99,29.74,0.0,42.6,1,reduced_speed,good,performance_loss,37.0,1,0.0,0.0,0,428.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,7.3,5.6,3,2,77.2,skilled,3.8,0.0,no,no,21.7,SUP-023,127.0,5.16,1.22,1.37,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9873,99.8727,89.4,0.491,19.4,6.3,,9.2,37.5,436.52,651.62,12.7,0.0,3.17,250,0.0,3.17,74.3,18.7486
MFG-LINE-PLT-002-02,PLT-002,WC-036,SHF-PLT-002-20200425-3,2020-04-25,3,439.5,PRD-2020-SKU-05909,electronics_pcb,WO-2020-16695,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.637,0.469,13.99,46.82,15.63,16.41,0.03,WC-006,15.92,92.58,WC-002,0.0,2059,1467,1466,1,0,1,230.2,281.25,0.8185,99.9681,1467,0.1,0,-28.75,50.03,439.5,399.9,0.9099,0.7825,0.9993,0.7116,21.72,30.52,39.6,407.7,1,idling_minor_stops,good,performance_loss,17.6,1,39.6,0.0,2,219.8,19.8,32.1,yes,39.6,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.3,5,4,92.3,skilled,6.2,0.0,no,no,20.8,SUP-017,319.0,4.91,1.14,1.15,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9681,98.9627,1077.5,0.735,283.8,132.5,,8.2,452.6,1395.24,3485.62,3.89,0.0,0.97,150,5940.0,1188.97,25.3,7.222
MFG-LINE-PLT-010-03,PLT-010,WC-016,SHF-PLT-010-20210126-1,2021-01-26,1,476.6,PRD-2021-SKU-01030,industrial_machinery,WO-2021-99263,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.232,4.708,33.91,85.17,38.9,47.0,0.12,WC-004,44.01,99.9,WC-007,0.0,819,557,555,2,0,2,91.66,103.45,0.886,99.7101,557,0.2,0,-31.99,11.65,476.6,410.8,0.8619,0.7865,0.9964,0.6755,22.36,33.09,65.8,151.2,2,reduced_speed,average,performance_loss,46.2,3,65.8,0.0,4,119.1,16.4,44.6,yes,44.6,0.0,0.0,21.2,0.0,0.0,no,corrective,29.1,6.9,7,6,80.0,skilled,10.8,0.0,no,yes,42.6,SUP-121,2899.0,4.26,0.92,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7101,97.5685,2590.2,4.667,542.5,376.8,,6.9,1087.9,2353.79,3690.46,29.86,0.0,14.93,100,6580.0,1330.93,37.2,40.8581
MFG-LINE-PLT-006-01,PLT-006,WC-005,SHF-PLT-006-20200725-2,2020-07-25,2,452.2,PRD-2020-SKU-01396,food_beverage,WO-2020-90193,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,30.486,3.658,26.9,43.65,29.68,36.52,0.12,WC-006,33.61,99.9,WC-010,0.0,1101,862,860,2,0,2,118.07,146.34,0.8068,99.8542,862,0.5,1,-21.71,14.26,415.0,400.8,0.9658,0.8817,0.9977,0.8496,24.49,28.82,14.2,115.7,2,idling_minor_stops,good,performance_loss,0.0,0,14.2,37.2,1,452.2,14.2,14.2,no,0.0,0.0,14.2,0.0,0.0,0.0,yes,predictive,33.4,4.0,10,8,89.1,skilled,14.5,0.0,no,no,56.6,SUP-159,1458.0,4.48,0.99,1.0,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8542,97.5889,399.9,0.465,95.9,52.3,,7.7,168.0,2831.76,2473.5,15.53,0.0,7.76,80,1136.0,234.96,27.6,21.735
MFG-LINE-PLT-002-01,PLT-002,WC-038,SHF-PLT-002-20240807-1,2024-08-07,1,434.9,PRD-2024-SKU-08114,electronics_pcb,WO-2024-92363,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.116,2.156,39.3,59.32,42.93,46.67,0.05,WC-001,42.48,89.56,WC-002,0.0,684,484,483,1,0,1,83.37,94.49,0.8823,99.9706,484,0.3,0,-29.24,8.33,434.9,348.3,0.8009,0.8824,0.9979,0.7052,21.3,30.2,86.6,64.5,1,equipment_failure,good,availability_loss,0.0,0,86.6,0.0,5,87.0,17.3,46.3,yes,56.6,15.4,11.1,3.6,0.0,0.0,no,preventive,26.7,5.9,9,8,87.8,skilled,1.7,0.0,no,no,38.8,SUP-167,294.0,4.94,1.15,1.2,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9706,98.0226,126.5,0.262,24.3,11.7,,9.3,53.1,3158.02,4735.52,9.95,0.0,2.49,150,12990.0,2600.49,72.3,26.3133
MFG-LINE-PLT-007-01,PLT-007,WC-032,SHF-PLT-007-20220805-1,2022-08-05,1,440.8,PRD-2022-SKU-09641,industrial_machinery,WO-2022-27209,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,198.093,5.943,169.65,314.72,197.24,207.9,0.03,WC-008,207.32,95.15,WC-004,176.93,155,81,80,1,0,1,18.07,21.16,0.854,99.9262,81,0.4,1,-47.74,0.99,440.8,402.2,0.9124,0.571,0.9877,0.5145,15.75,30.61,38.6,60.9,1,reduced_speed,average,performance_loss,133.2,3,38.6,0.0,3,146.9,12.9,16.8,no,0.0,16.8,14.1,0.0,7.7,0.0,no,emergency,27.1,5.4,13,11,82.5,skilled,14.8,0.0,no,yes,86.3,SUP-009,738.0,4.68,1.06,1.16,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9262,98.4511,233.0,2.912,50.9,21.3,,8.1,97.9,4750.09,8861.79,13.12,0.0,3.28,100,3860.0,775.28,32.0,183.4325
MFG-LINE-PLT-003-05,PLT-003,WC-035,SHF-PLT-003-20230118-1,2023-01-18,1,442.3,PRD-2023-SKU-01352,electronics_pcb,WO-2023-41531,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.029,4.803,34.16,90.13,41.37,47.95,0.12,WC-001,46.35,99.9,WC-002,0.0,678,524,523,1,0,1,89.93,92.07,0.9768,99.9391,524,2.1,6,-22.71,7.88,442.3,434.3,0.9819,0.7863,0.9981,0.7706,23.67,30.71,8.0,142.4,1,reduced_speed,good,performance_loss,84.7,3,8.0,0.0,1,442.3,8.0,8.0,no,0.0,0.0,8.0,0.0,0.0,0.0,no,corrective,2.5,6.8,11,9,71.7,expert,11.5,0.0,no,yes,48.8,SUP-038,609.0,4.73,1.08,1.1,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9391,98.2791,431.0,0.824,111.3,63.6,,7.9,181.0,3558.06,7656.72,22.49,0.0,5.62,150,1200.0,245.62,63.8,43.9762
MFG-LINE-PLT-002-04,PLT-002,WC-009,SHF-PLT-002-20241126-1,2024-11-26,1,442.5,PRD-2024-SKU-09689,electronics_pcb,WO-2024-91846,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.615,2.558,13.75,32.47,14.84,18.84,0.175,WC-003,15.01,93.34,WC-005,0.0,1880,1329,1327,2,0,2,246.25,255.32,0.9645,99.8842,1329,0.1,0,-29.31,25.7,442.5,323.8,0.7318,0.9645,0.9985,0.7047,21.66,30.73,118.7,48.9,2,equipment_failure,good,availability_loss,0.0,0,118.7,0.0,2,221.3,59.4,79.1,yes,118.7,0.0,0.0,0.0,0.0,0.0,no,emergency,15.6,5.9,8,7,64.9,expert,5.0,0.1,no,no,89.3,SUP-121,1158.0,4.55,1.02,1.11,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8842,98.9025,947.5,0.714,173.6,75.2,,8.2,397.9,2457.61,3978.69,7.76,0.0,3.88,150,17805.0,3564.88,41.4,12.622
MFG-LINE-PLT-005-02,PLT-005,WC-046,SHF-PLT-005-20231001-2,2023-10-01,2,428.0,PRD-2023-SKU-08515,automotive_body,WO-2023-79682,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.989,4.399,50.45,121.79,57.13,62.25,0.08,WC-005,56.2,92.92,WC-001,0.0,540,452,451,1,0,1,65.43,75.79,0.8633,99.9789,452,0.7,1,-16.3,5.75,428.0,414.5,0.9685,0.8633,0.9978,0.8343,24.8,29.72,13.5,71.6,1,idling_minor_stops,good,performance_loss,0.0,0,13.5,0.0,1,428.0,13.5,13.5,no,0.0,13.5,0.0,0.0,0.0,0.0,no,corrective,1.3,7.8,12,11,60.4,skilled,5.4,0.0,no,no,64.9,SUP-149,211.0,5.03,1.18,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9789,98.489,1128.0,2.501,248.5,129.5,22.6,8.0,473.8,2391.99,5484.38,32.63,0.0,8.16,200,2700.0,548.16,52.7,50.1666
MFG-LINE-PLT-005-06,PLT-005,WC-026,SHF-PLT-005-20240204-3,2024-02-04,3,459.5,PRD-2024-SKU-07017,automotive_body,WO-2024-52226,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,92.629,4.631,86.67,178.24,93.85,100.27,0.05,WC-007,95.21,93.44,WC-006,44.63,367,219,218,1,0,1,38.83,48.0,0.809,99.9802,219,1.0,2,-40.33,7.12,459.5,338.4,0.7364,0.809,0.9954,0.5931,18.93,31.91,121.1,51.7,1,setup_adjustment,average,availability_loss,0.0,0,121.1,0.0,8,57.4,15.1,33.6,yes,33.6,29.6,8.9,11.3,2.8,34.9,no,preventive,32.1,5.5,5,4,73.0,skilled,12.4,1.6,no,no,64.7,SUP-149,198.0,5.04,1.18,1.35,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9802,99.6317,306.1,1.404,68.2,26.7,6.1,8.9,128.6,1021.35,1020.96,76.19,0.0,19.05,200,24220.0,4863.05,55.5,85.9079
MFG-LINE-PLT-004-06,PLT-004,WC-012,SHF-PLT-004-20201219-1,2020-12-19,1,422.3,PRD-2020-SKU-01515,industrial_machinery,WO-2020-12459,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,128.163,15.38,114.71,295.5,128.51,153.54,0.12,WC-002,136.68,96.95,WC-001,96.19,224,151,150,1,0,1,28.06,31.97,0.8777,99.8845,151,1.7,5,-32.59,1.01,422.3,348.5,0.8252,0.8131,0.9934,0.6666,19.55,29.33,73.8,34.7,1,reduced_speed,average,performance_loss,25.6,3,73.8,0.0,6,70.4,12.3,23.6,no,23.6,0.0,28.7,7.9,5.3,8.3,no,corrective,6.6,6.7,23,21,66.1,skilled,5.9,0.0,no,yes,41.5,SUP-138,1155.0,4.55,1.02,1.09,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8845,97.515,538.4,3.589,145.3,31.5,,7.6,226.1,6574.25,14064.21,47.98,0.0,11.99,100,7380.0,1487.99,46.9,185.8896
MFG-LINE-PLT-005-06,PLT-005,WC-049,SHF-PLT-005-20200122-1,2020-01-22,1,472.7,PRD-2020-SKU-05579,automotive_body,WO-2020-30123,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,94.702,4.735,85.89,159.57,94.91,102.51,0.05,WC-005,99.58,95.59,WC-009,46.7,378,263,262,1,0,1,37.95,48.0,0.7906,99.9714,263,0.4,1,-30.42,2.08,472.7,415.8,0.8796,0.7906,0.9962,0.6928,22.74,32.83,56.9,69.7,1,idling_minor_stops,average,performance_loss,0.0,0,56.9,0.0,5,94.5,11.4,16.9,no,0.0,38.3,18.6,0.0,0.0,0.0,no,emergency,32.1,6.0,18,16,75.6,semi_skilled,5.8,0.3,no,no,55.2,SUP-178,286.0,4.94,1.15,1.32,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9714,97.8897,608.9,2.324,137.3,32.5,12.2,8.1,255.7,7317.59,12051.06,13.72,0.0,3.43,200,11380.0,2279.43,51.3,87.6985
MFG-LINE-PLT-004-03,PLT-004,WC-025,SHF-PLT-004-20230825-1,2023-08-25,1,460.8,PRD-2023-SKU-02801,industrial_machinery,WO-2023-80948,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,168.581,8.429,144.85,387.34,165.23,182.49,0.05,WC-005,170.22,91.79,WC-002,141.49,207,118,117,1,0,1,21.32,27.09,0.787,99.868,118,4.4,10,-43.0,2.18,460.8,332.0,0.7205,0.7872,0.9915,0.5624,18.0,32.0,128.8,31.9,1,equipment_failure,average,availability_loss,0.0,0,128.8,0.0,6,76.8,21.5,32.0,yes,58.7,36.4,33.6,0.0,0.0,0.0,no,predictive,22.2,6.9,9,7,60.5,semi_skilled,11.8,0.6,no,no,42.5,SUP-165,1320.0,4.51,1.0,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.868,97.2298,424.1,3.625,100.1,22.3,,7.6,178.1,1682.08,2183.74,63.38,0.0,15.85,100,12880.0,2591.85,64.2,96.9629
MFG-LINE-PLT-002-03,PLT-002,WC-014,SHF-PLT-002-20201128-1,2020-11-28,1,420.5,PRD-2020-SKU-04309,electronics_pcb,WO-2020-28021,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,46.247,2.312,42.6,74.94,45.67,50.06,0.05,WC-008,48.3,94.94,WC-001,0.0,577,397,396,1,0,1,77.67,82.38,0.9428,99.9799,397,0.7,1,-31.2,3.77,420.5,376.9,0.8963,0.7671,0.9975,0.6859,20.03,29.2,43.6,120.5,1,reduced_speed,average,performance_loss,70.2,2,43.6,0.0,4,105.1,10.9,17.6,no,11.7,0.0,0.0,5.4,8.8,17.6,no,preventive,13.3,6.6,18,15,78.7,expert,11.7,0.0,no,no,68.3,SUP-160,201.0,5.04,1.18,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9799,97.0577,374.2,0.945,84.3,46.4,,7.6,157.2,1954.36,4685.39,13.9,0.0,3.48,150,6540.0,1311.48,31.2,30.7021
MFG-LINE-PLT-005-05,PLT-005,WC-021,SHF-PLT-005-20230715-2,2023-07-15,2,433.6,PRD-2023-SKU-02357,automotive_body,WO-2023-78966,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,71.059,2.132,65.56,108.23,70.05,74.58,0.03,WC-002,72.48,92.73,WC-003,12.04,426,333,332,1,0,1,50.63,59.02,0.8578,99.99,333,0.5,1,-21.83,2.09,433.6,419.0,0.9663,0.808,0.997,0.7784,23.44,30.11,14.6,79.1,1,idling_minor_stops,good,performance_loss,24.4,1,14.6,0.0,2,216.8,7.3,10.1,no,0.0,0.0,10.1,0.0,4.5,0.0,no,emergency,23.7,6.2,23,22,76.7,skilled,4.2,0.0,no,yes,48.4,SUP-045,78.0,5.28,1.26,1.43,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.99,99.4776,562.1,1.693,104.3,49.0,11.2,8.6,236.1,9581.62,17017.59,87.73,0.0,21.93,200,2920.0,605.93,51.4,168.1123
MFG-LINE-PLT-001-02,PLT-001,WC-019,SHF-PLT-001-20230923-3,2023-09-23,3,445.1,PRD-2023-SKU-04179,pharmaceutical,WO-2023-93092,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,63.916,12.08,59.79,153.5,57.11,83.85,0.189,WC-005,73.7,99.9,WC-003,0.0,525,289,288,1,0,1,56.28,70.87,0.7941,99.9461,289,3.2,10,-44.95,38.82,445.1,354.0,0.7953,0.6912,0.9965,0.5478,16.93,30.91,91.1,129.1,1,idling_minor_stops,average,performance_loss,45.9,2,91.1,0.0,4,111.3,22.8,36.8,yes,70.9,10.9,0.0,9.3,0.0,0.0,no,corrective,22.7,4.3,1,1,68.5,skilled,0.9,0.0,no,no,25.5,SUP-038,539.0,4.77,1.09,1.12,contamination,labelling,100pct_manual,yes,no,no,no,99.9461,97.2276,369.8,1.284,70.8,32.1,,8.3,155.3,243.89,511.07,6.63,0.0,1.66,300,27330.0,5467.66,39.6,9.2744
MFG-LINE-PLT-010-03,PLT-010,WC-010,SHF-PLT-010-20200704-1,2020-07-04,1,440.0,PRD-2020-SKU-08399,industrial_machinery,WO-2020-81021,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,38.954,4.675,36.09,70.55,39.36,46.67,0.12,WC-004,41.9,97.78,WC-010,0.0,757,634,633,1,0,1,92.29,103.45,0.8921,99.8633,634,1.8,6,-16.25,4.54,440.0,412.2,0.9368,0.8922,0.9984,0.8345,25.5,30.55,27.8,76.6,1,reduced_speed,good,performance_loss,0.0,0,27.8,0.0,3,146.7,9.3,15.6,no,7.2,0.0,0.0,5.1,0.0,15.6,no,corrective,29.1,6.0,22,19,84.0,skilled,13.4,0.0,no,no,35.6,SUP-034,1367.0,4.5,1.0,1.13,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.8633,98.9449,2395.3,3.784,476.5,259.7,,7.5,1006.0,4190.3,7326.45,87.39,0.0,21.85,100,2780.0,577.85,61.5,105.722
MFG-LINE-PLT-005-06,PLT-005,WC-016,SHF-PLT-005-20200628-1,2020-06-28,1,423.5,PRD-2020-SKU-02666,automotive_body,WO-2020-24801,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.469,4.373,78.04,132.46,88.39,94.68,0.05,WC-003,90.55,94.11,WC-001,39.47,338,189,188,1,0,1,40.99,48.0,0.854,99.984,189,2.1,4,-44.08,26.63,423.5,313.4,0.74,0.7538,0.9947,0.5549,16.32,29.41,110.1,61.7,1,setup_adjustment,average,availability_loss,36.8,1,110.1,0.0,6,70.6,18.4,26.6,no,48.5,38.0,23.7,0.0,0.0,0.0,no,emergency,32.1,4.9,2,1,88.8,skilled,5.2,0.0,no,no,73.9,SUP-164,160.0,5.1,1.2,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.984,99.0031,421.1,2.24,90.4,60.5,8.4,8.2,176.9,155.33,203.63,16.33,0.0,4.08,200,22020.0,4408.08,30.1,18.3262
MFG-LINE-PLT-010-02,PLT-010,WC-030,SHF-PLT-010-20230820-1,2023-08-20,1,469.3,PRD-2023-SKU-08632,industrial_machinery,WO-2023-21689,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,309.152,54.102,271.69,868.81,320.81,398.42,0.175,WC-002,367.37,99.9,WC-001,296.77,96,83,82,1,0,1,11.53,12.38,0.9313,99.76,83,1.2,4,-13.54,2.62,469.3,432.0,0.9205,0.9314,0.988,0.8471,27.61,32.59,37.3,6.1,1,equipment_failure,good,availability_loss,0.0,0,37.3,0.0,3,156.4,12.4,23.7,no,32.2,0.0,0.0,0.0,5.1,0.0,no,predictive,32.7,4.3,5,4,86.2,expert,12.4,0.0,no,no,61.1,SUP-059,2400.0,4.32,0.94,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.76,97.7703,189.0,2.305,38.3,25.3,,8.5,79.4,564.64,701.91,83.15,0.0,20.79,100,3730.0,766.79,26.4,99.6098
MFG-LINE-PLT-005-02,PLT-005,WC-029,SHF-PLT-005-20210912-2,2021-09-12,2,458.5,PRD-2021-SKU-07040,automotive_body,WO-2021-47717,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,63.443,5.075,58.94,86.97,65.8,71.82,0.08,WC-002,64.22,92.03,WC-003,0.0,578,330,329,1,0,1,56.65,75.79,0.7475,99.9761,330,1.8,4,-42.91,3.08,458.5,383.7,0.8368,0.6809,0.997,0.5681,18.09,31.84,74.8,154.6,1,reduced_speed,average,performance_loss,34.1,2,74.8,0.0,2,229.2,37.4,50.2,yes,0.0,24.6,0.0,0.0,0.0,50.2,no,preventive,1.3,5.8,15,14,79.1,semi_skilled,4.4,0.0,no,no,52.4,SUP-190,239.0,4.99,1.16,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9761,98.8267,774.1,2.353,180.6,111.5,15.5,8.1,325.1,6461.17,15810.47,35.73,0.0,8.93,200,14960.0,3000.93,61.8,103.5336
MFG-LINE-PLT-008-01,PLT-008,WC-021,SHF-PLT-008-20201206-1,2020-12-06,1,426.3,PRD-2020-SKU-07637,medical_devices,WO-2020-53823,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,116.922,14.031,106.04,341.27,115.62,140.07,0.12,WC-002,115.26,89.62,WC-003,85.31,224,90,89,1,0,1,30.51,31.61,0.9652,99.9672,90,0.1,0,-59.82,1.79,426.3,244.9,0.5745,0.6976,0.9889,0.3963,11.73,29.6,181.4,39.0,1,setup_adjustment,poor,availability_loss,67.9,2,181.4,0.0,4,106.6,45.3,69.1,yes,145.8,0.0,0.0,0.0,0.0,35.6,no,preventive,7.3,6.8,8,7,91.7,expert,4.9,0.0,no,no,61.3,SUP-140,328.0,4.91,1.14,1.14,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9672,98.5378,107.2,1.205,28.7,11.5,,8.0,45.0,1104.09,2259.19,12.22,0.0,3.06,250,45350.0,9073.06,69.8,50.147
MFG-LINE-PLT-002-03,PLT-002,WC-024,SHF-PLT-002-20240304-2,2024-03-04,2,425.2,PRD-2024-SKU-07751,electronics_pcb,WO-2024-43347,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,74.013,3.701,64.53,180.25,73.97,80.12,0.05,WC-004,76.19,93.58,WC-008,0.0,582,319,318,1,0,1,48.59,82.38,0.5898,99.8412,319,3.3,11,-45.19,2.8,425.2,408.3,0.9603,0.569,0.9969,0.5447,16.08,29.53,16.9,241.6,1,reduced_speed,average,performance_loss,14.4,1,16.9,0.0,2,212.6,8.5,9.2,no,9.2,0.0,0.0,0.0,7.7,0.0,no,emergency,13.3,5.8,18,16,72.9,trainee,6.9,0.0,no,yes,25.1,SUP-192,1588.0,4.45,0.98,1.04,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8412,97.2003,160.3,0.504,42.8,22.2,,8.7,67.3,6257.84,9988.77,10.95,0.0,2.74,150,2535.0,509.74,49.6,62.0744
MFG-LINE-PLT-009-01,PLT-009,WC-022,SHF-PLT-009-20220916-1,2022-09-16,1,452.8,PRD-2022-SKU-04443,automotive_body,WO-2022-54484,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,73.221,8.786,63.04,113.02,74.44,87.72,0.12,WC-005,82.8,99.9,WC-006,15.9,432,336,335,1,0,1,49.03,57.32,0.8554,99.9802,336,0.6,2,-22.22,2.96,452.8,435.6,0.962,0.8074,0.997,0.7744,24.35,31.44,17.2,80.2,1,idling_minor_stops,good,performance_loss,24.4,1,17.2,0.0,2,226.4,8.6,9.2,no,0.0,9.2,0.0,8.0,0.0,0.0,no,preventive,28.2,5.2,16,15,72.3,skilled,4.6,0.0,no,no,21.5,SUP-161,198.0,5.04,1.18,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9802,97.093,871.0,2.6,185.9,129.7,17.4,7.9,365.8,4752.84,6169.71,21.45,0.0,5.36,200,3440.0,693.36,45.7,54.1187
MFG-LINE-PLT-007-01,PLT-007,WC-014,SHF-PLT-007-20230112-3,2023-01-12,3,479.0,PRD-2023-SKU-01514,industrial_machinery,WO-2023-63471,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,199.054,5.972,178.11,498.58,199.69,208.91,0.03,WC-005,202.79,92.62,WC-012,177.89,168,140,139,1,0,1,17.98,21.16,0.8497,99.9469,140,0.2,0,-16.67,0.92,479.0,467.1,0.9752,0.8497,0.9929,0.8227,27.37,33.26,11.9,24.8,1,reduced_speed,good,performance_loss,0.0,0,11.9,0.0,1,479.0,11.9,11.9,no,0.0,11.9,0.0,0.0,0.0,0.0,no,preventive,27.1,6.7,22,19,69.3,multi_skilled,9.4,0.0,no,yes,49.2,SUP-109,531.0,4.77,1.09,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9469,98.6986,493.6,3.551,92.1,54.0,,7.6,207.3,8447.66,13497.2,94.56,0.0,23.64,100,1190.0,261.64,32.8,253.117
MFG-LINE-PLT-005-03,PLT-005,WC-037,SHF-PLT-005-20241112-1,2024-11-12,1,425.0,PRD-2024-SKU-07437,automotive_body,WO-2024-41867,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,74.31,3.715,69.74,166.76,74.48,80.44,0.05,WC-001,76.32,93.37,WC-002,10.71,449,171,170,1,0,1,48.39,63.6,0.7608,99.8512,171,2.4,6,-61.92,2.4,425.0,238.4,0.5609,0.6766,0.9942,0.3773,11.14,29.51,186.6,81.7,1,equipment_failure,poor,availability_loss,26.4,3,186.6,0.0,8,53.1,23.3,57.0,yes,130.4,13.7,16.6,18.3,0.0,7.6,no,corrective,32.9,4.5,11,10,78.3,semi_skilled,7.5,0.0,no,no,29.5,SUP-151,1488.0,4.47,0.99,1.05,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.8512,98.3945,467.3,2.749,105.3,47.3,9.3,7.8,196.3,2297.15,2616.87,49.45,0.0,12.36,200,37320.0,7476.36,61.4,78.6469
MFG-LINE-PLT-010-04,PLT-010,WC-048,SHF-PLT-010-20220329-3,2022-03-29,3,421.0,PRD-2022-SKU-01097,industrial_machinery,WO-2022-57978,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,291.311,34.957,273.83,862.1,283.11,348.99,0.12,WC-007,317.31,99.02,WC-003,277.69,95,76,75,1,0,1,12.33,13.62,0.9053,99.8108,76,0.3,1,-20.0,5.34,421.0,369.9,0.8786,0.905,0.9868,0.7847,22.94,29.24,51.1,8.0,1,equipment_failure,good,availability_loss,0.0,0,51.1,0.0,3,140.3,17.0,18.4,no,0.0,16.5,34.6,0.0,0.0,0.0,no,preventive,14.7,8.1,3,2,89.5,expert,13.0,0.0,no,no,63.7,SUP-175,1892.0,4.4,0.97,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8108,98.8841,212.0,2.827,59.5,15.2,,8.1,89.0,422.07,592.96,68.61,0.0,17.15,100,5110.0,1039.15,60.3,83.0585
MFG-LINE-PLT-009-01,PLT-009,WC-003,SHF-PLT-009-20240125-1,2024-01-25,1,451.7,PRD-2024-SKU-06286,automotive_body,WO-2024-72818,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,82.717,9.926,75.39,226.83,87.58,99.09,0.12,WC-007,91.29,99.9,WC-004,25.4,431,264,263,1,0,1,43.48,57.32,0.7585,99.9257,264,3.0,11,-38.75,1.52,451.7,424.5,0.9398,0.6509,0.9962,0.6094,19.12,31.37,27.2,141.6,1,idling_minor_stops,average,performance_loss,60.2,2,27.2,0.0,2,225.9,13.6,20.9,no,20.9,0.0,6.3,0.0,0.0,0.0,no,preventive,28.2,5.2,24,23,83.5,semi_skilled,0.2,0.0,no,no,79.7,SUP-055,743.0,4.68,1.06,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9257,97.4173,843.4,3.207,190.8,78.7,16.9,7.4,354.2,5054.16,10491.48,24.8,0.0,6.2,200,5440.0,1094.2,49.1,84.0032
MFG-LINE-PLT-008-01,PLT-008,WC-046,SHF-PLT-008-20200402-1,2020-04-02,1,423.3,PRD-2020-SKU-05760,medical_devices,WO-2020-13325,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,124.71,14.965,109.1,342.58,122.46,149.4,0.12,WC-003,128.84,93.92,WC-001,93.1,222,177,176,1,0,1,28.73,31.61,0.9089,99.9891,177,2.4,7,-20.27,3.12,423.3,397.4,0.9388,0.8455,0.9944,0.7892,23.2,29.4,25.9,32.3,1,idling_minor_stops,good,performance_loss,27.8,1,25.9,0.0,2,211.7,12.9,21.5,no,0.0,0.0,21.5,0.0,4.4,0.0,no,predictive,7.3,7.3,9,8,82.2,skilled,0.9,0.0,no,no,34.9,SUP-036,109.0,5.2,1.23,1.3,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9891,97.7074,282.3,1.604,53.9,15.2,,7.3,118.6,2817.59,3482.98,20.6,0.0,5.15,250,6475.0,1300.15,53.2,56.5157
MFG-LINE-PLT-003-04,PLT-003,WC-049,SHF-PLT-003-20210608-3,2021-06-08,3,440.3,PRD-2021-SKU-08637,electronics_pcb,WO-2021-86625,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,37.961,1.898,34.38,93.62,37.73,41.09,0.05,WC-002,38.75,92.8,WC-003,0.0,974,545,544,1,0,1,94.67,132.84,0.7127,99.9164,545,0.5,1,-44.05,12.35,440.3,345.4,0.7845,0.7126,0.9982,0.558,17.06,30.58,94.9,219.8,1,reduced_speed,average,performance_loss,0.0,0,94.9,0.0,4,110.1,23.7,55.4,yes,55.4,0.0,15.0,18.8,5.7,0.0,no,preventive,11.0,5.4,8,6,72.1,semi_skilled,21.1,0.5,no,no,27.8,SUP-164,836.0,4.64,1.05,1.05,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9164,97.3899,334.0,0.614,72.3,22.2,,8.5,140.3,1818.56,3889.43,24.53,0.0,6.13,150,14235.0,2853.13,54.9,35.0677
MFG-LINE-PLT-006-01,PLT-006,WC-041,SHF-PLT-006-20210112-1,2021-01-12,1,448.0,PRD-2021-SKU-06944,food_beverage,WO-2021-52891,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.78,3.334,23.67,55.6,28.31,33.28,0.12,WC-012,28.89,94.55,WC-011,0.0,1091,745,743,2,0,2,129.54,146.34,0.8852,99.8593,745,0.7,2,-31.71,4.52,448.0,371.0,0.8281,0.8233,0.9973,0.68,21.16,31.11,77.0,159.9,2,idling_minor_stops,average,performance_loss,25.9,2,77.0,0.0,3,149.3,25.7,33.4,yes,0.0,13.9,0.0,0.0,0.0,63.1,no,emergency,33.4,6.6,23,22,65.0,skilled,1.7,0.0,no,no,83.5,SUP-029,1407.0,4.49,1.0,1.12,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8593,99.5701,174.6,0.235,32.5,14.4,,8.8,73.3,9762.07,14654.93,4.47,0.0,2.23,80,6160.0,1234.23,71.5,37.3448
MFG-LINE-PLT-004-01,PLT-004,WC-016,SHF-PLT-004-20201112-2,2020-11-12,2,446.7,PRD-2020-SKU-04085,industrial_machinery,WO-2020-37498,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,232.429,11.621,200.51,486.42,234.87,251.6,0.05,WC-005,247.93,96.97,WC-006,215.24,127,80,79,1,0,1,15.38,17.19,0.8947,99.9542,80,0.3,0,-37.01,1.33,446.7,344.8,0.7719,0.8097,0.9875,0.6172,19.15,31.02,101.9,18.8,1,equipment_failure,average,availability_loss,32.8,1,101.9,0.0,6,74.5,17.0,40.6,yes,81.1,0.0,0.0,9.6,11.2,0.0,no,predictive,28.6,6.2,9,8,67.5,expert,2.3,0.0,no,yes,11.0,SUP-181,458.0,4.82,1.11,1.26,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9542,98.2783,142.4,1.803,26.6,17.6,,8.8,59.8,1515.45,3115.19,78.43,0.0,19.61,100,10190.0,2057.61,27.6,138.0385
MFG-LINE-PLT-008-01,PLT-008,WC-003,SHF-PLT-008-20210929-2,2021-09-29,2,457.5,PRD-2021-SKU-09769,medical_devices,WO-2021-51941,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,191.11,22.933,167.63,419.58,188.07,228.95,0.12,WC-001,179.04,85.17,WC-003,159.5,240,130,129,1,0,1,18.73,31.61,0.5925,99.9369,130,2.7,6,-45.83,16.92,457.5,431.9,0.944,0.5714,0.9923,0.5353,17.01,31.77,25.6,97.5,1,idling_minor_stops,average,performance_loss,15.6,1,25.6,0.0,3,152.5,8.5,12.6,no,0.0,0.0,5.4,7.6,0.0,12.6,no,corrective,7.3,7.3,1,1,79.6,trainee,6.4,0.0,no,no,14.9,SUP-093,631.0,4.72,1.07,1.2,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9369,98.8239,120.9,0.937,28.8,6.5,,8.4,50.8,336.84,545.45,11.84,0.0,2.96,250,6400.0,1282.96,36.4,18.7712
MFG-LINE-PLT-002-04,PLT-002,WC-030,SHF-PLT-002-20211021-3,2021-10-21,3,421.5,PRD-2021-SKU-08315,electronics_pcb,WO-2021-86143,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,19.523,4.168,17.74,45.31,20.37,26.4,0.213,WC-005,21.5,99.9,WC-003,0.0,1788,1256,1252,4,2,2,184.38,255.32,0.7222,99.7132,1258,4.0,14,-29.75,13.71,421.5,408.7,0.9696,0.7222,0.9968,0.698,20.43,29.27,12.8,483.2,4,reduced_speed,average,performance_loss,0.0,0,12.8,0.0,2,210.8,6.4,7.9,no,0.0,0.0,0.0,7.9,4.9,0.0,no,preventive,15.6,6.3,14,13,64.1,semi_skilled,4.7,0.0,no,no,60.7,SUP-016,2868.0,4.26,0.92,1.0,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.7132,99.6917,1238.2,0.989,343.4,118.9,,7.5,520.0,5570.41,6342.42,13.75,27.5,6.88,150,1920.0,418.38,66.3,23.309
MFG-LINE-PLT-004-01,PLT-004,WC-049,SHF-PLT-004-20200123-1,2020-01-23,1,477.5,PRD-2020-SKU-07258,industrial_machinery,WO-2020-57409,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,243.143,12.157,218.92,522.28,244.99,263.2,0.05,WC-002,251.24,93.94,WC-004,225.95,136,94,93,1,0,1,14.72,17.19,0.8563,99.9016,94,3.3,9,-30.88,0.9,477.5,383.1,0.8023,0.8564,0.9894,0.6798,22.54,33.16,94.4,15.8,1,setup_adjustment,average,availability_loss,0.0,0,94.4,0.0,4,119.4,23.6,48.9,yes,15.9,73.4,0.0,5.1,0.0,0.0,no,emergency,28.6,4.0,15,13,92.1,skilled,11.5,1.5,no,no,36.7,SUP-122,984.0,4.6,1.03,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9016,98.3778,307.4,3.305,53.5,44.6,,7.8,129.1,2678.55,6318.22,46.02,0.0,11.51,100,9440.0,1899.51,53.1,143.2543
MFG-LINE-PLT-003-04,PLT-003,WC-042,SHF-PLT-003-20230525-3,2023-05-25,3,422.7,PRD-2023-SKU-08337,electronics_pcb,WO-2023-57475,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,33.368,1.668,28.42,97.75,33.12,36.12,0.05,WC-008,35.17,95.82,WC-005,0.0,935,562,561,1,0,1,107.74,132.84,0.8111,99.9659,562,1.5,4,-39.89,13.27,422.7,321.6,0.7608,0.7893,0.9982,0.5995,17.6,29.35,101.1,150.0,1,setup_adjustment,average,availability_loss,8.6,1,101.1,0.0,3,140.9,33.7,71.7,yes,92.7,0.0,8.4,0.0,0.0,0.0,no,preventive,11.0,6.3,9,6,81.2,skilled,23.4,0.0,no,no,52.3,SUP-010,341.0,4.9,1.13,1.15,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9659,99.1559,429.2,0.765,117.4,23.8,,8.1,180.3,2171.59,4201.65,5.59,0.0,1.4,150,15165.0,3034.4,30.7,16.9605
MFG-LINE-PLT-002-03,PLT-002,WC-042,SHF-PLT-002-20210410-2,2021-04-10,2,434.6,PRD-2021-SKU-07936,electronics_pcb,WO-2021-75801,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,58.22,2.911,52.99,94.35,58.83,63.02,0.05,WC-003,60.24,94.06,WC-010,0.0,596,418,417,1,0,1,61.72,82.38,0.7492,99.8879,418,6.2,21,-29.87,57.57,434.6,406.3,0.9349,0.7492,0.9976,0.6988,21.09,30.18,28.3,139.9,1,reduced_speed,average,performance_loss,0.0,0,28.3,0.0,3,144.9,9.4,11.5,no,11.5,0.0,0.0,16.8,0.0,0.0,no,corrective,13.3,6.1,1,1,74.0,semi_skilled,8.9,0.0,no,no,80.9,SUP-177,1121.0,4.56,1.02,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8879,98.6826,383.2,0.919,99.2,52.0,,7.7,160.9,445.7,382.98,13.17,0.0,3.29,150,4245.0,852.29,68.3,15.1888
MFG-LINE-PLT-004-01,PLT-004,WC-038,SHF-PLT-004-20200220-1,2020-02-20,1,439.0,PRD-2020-SKU-09460,industrial_machinery,WO-2020-33734,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,241.374,12.069,212.26,571.61,236.84,261.29,0.05,WC-009,247.57,93.24,WC-003,224.18,125,81,80,1,0,1,14.75,17.19,0.8581,99.9439,81,0.4,0,-35.2,10.93,439.0,365.1,0.8317,0.7742,0.9877,0.6359,19.39,30.49,73.9,23.6,1,reduced_speed,average,performance_loss,35.7,1,73.9,0.0,4,109.8,18.5,33.6,yes,68.7,5.2,0.0,0.0,0.0,0.0,no,preventive,28.6,5.7,2,1,73.8,skilled,3.2,0.0,no,no,39.6,SUP-148,561.0,4.76,1.09,1.24,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9439,99.788,376.2,4.703,90.9,50.6,,6.9,158.0,301.91,274.32,47.29,0.0,11.82,100,7390.0,1489.82,71.8,55.084
MFG-LINE-PLT-004-04,PLT-004,WC-039,SHF-PLT-004-20230723-2,2023-07-23,2,460.2,PRD-2023-SKU-01480,industrial_machinery,WO-2023-15476,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,340.486,64.352,300.5,848.97,329.24,446.67,0.189,WC-001,340.22,90.84,WC-002,328.06,94,57,56,1,0,1,10.53,12.43,0.8471,99.6337,57,2.9,9,-39.36,1.46,460.2,367.3,0.7981,0.7492,0.9825,0.5875,18.78,31.96,92.9,19.1,1,idling_minor_stops,average,performance_loss,42.7,2,92.9,0.0,4,115.1,23.2,41.1,yes,67.9,0.0,12.6,0.0,0.0,12.4,no,corrective,24.6,6.9,6,5,90.2,skilled,0.8,0.0,no,no,19.1,SUP-109,3663.0,4.18,0.89,0.98,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6337,99.4072,135.6,2.421,33.9,7.2,,8.4,57.0,1073.67,1158.16,48.96,0.0,12.24,100,9290.0,1870.24,47.7,89.6884
MFG-LINE-PLT-004-02,PLT-004,WC-034,SHF-PLT-004-20230830-1,2023-08-30,1,437.4,PRD-2023-SKU-04247,industrial_machinery,WO-2023-99912,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,252.747,47.769,237.69,589.17,240.59,331.57,0.189,WC-002,257.35,92.57,WC-001,236.75,116,80,79,1,0,1,14.17,16.0,0.8856,99.6682,80,0.5,1,-31.03,0.77,437.4,338.8,0.7746,0.8854,0.9875,0.6772,20.57,30.38,98.6,10.4,1,equipment_failure,average,availability_loss,0.0,0,98.6,0.0,5,87.5,19.7,59.2,yes,59.2,0.0,35.1,4.2,0.0,0.0,no,preventive,6.1,5.6,15,14,93.6,skilled,2.1,0.0,no,yes,81.0,SUP-056,3318.0,4.21,0.9,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6682,98.8349,196.6,2.489,45.7,27.6,,8.3,82.6,5942.15,14796.94,70.96,0.0,17.74,100,9860.0,1989.74,46.8,334.3784
MFG-LINE-PLT-004-02,PLT-004,WC-044,SHF-PLT-004-20211231-2,2021-12-31,2,432.3,PRD-2021-SKU-09920,industrial_machinery,WO-2021-00203,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,262.744,49.659,233.34,386.36,240.95,344.68,0.189,WC-002,262.08,90.68,WC-001,246.74,115,98,97,1,0,1,13.6,16.0,0.85,99.7878,98,0.6,1,-14.78,1.92,432.3,432.3,1.0,0.8501,0.9898,0.8414,25.26,30.02,0.0,17.3,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,432.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,6.1,7.1,8,7,79.8,skilled,8.6,0.0,no,no,65.8,SUP-036,2122.0,4.36,0.95,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7878,97.2614,331.7,3.42,87.9,39.5,,7.7,139.3,1783.88,3120.75,65.59,0.0,16.4,100,0.0,16.4,68.8,116.8294
MFG-LINE-PLT-005-06,PLT-005,WC-029,SHF-PLT-005-20231018-1,2023-10-18,1,468.8,PRD-2023-SKU-03610,automotive_body,WO-2023-23720,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,97.514,4.876,83.98,196.82,97.91,105.56,0.05,WC-001,100.26,93.47,WC-006,49.51,374,218,217,1,0,1,36.89,48.0,0.7685,99.9727,218,0.2,0,-41.71,6.94,468.8,368.6,0.7863,0.7392,0.9954,0.5786,18.84,32.56,100.2,76.9,1,idling_minor_stops,average,performance_loss,14.1,1,100.2,0.0,6,78.1,16.7,26.0,no,75.3,24.9,0.0,0.0,0.0,0.0,no,preventive,32.1,4.8,5,4,86.4,semi_skilled,7.1,0.0,no,no,82.4,SUP-027,273.0,4.96,1.15,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9727,99.1744,746.9,3.442,145.5,99.1,14.9,7.2,313.7,1466.14,3641.13,69.67,0.0,17.42,200,20040.0,4025.42,48.7,93.5269
MFG-LINE-PLT-009-02,PLT-009,WC-042,SHF-PLT-009-20240124-1,2024-01-24,1,473.9,PRD-2024-SKU-02270,automotive_body,WO-2024-22348,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,43.089,2.154,37.34,84.62,43.76,46.64,0.05,WC-001,43.2,91.15,WC-002,0.0,861,520,519,1,0,1,83.44,109.09,0.7649,99.9799,520,0.1,0,-39.61,5.05,473.9,373.9,0.789,0.7649,0.9981,0.6023,19.82,32.91,100.0,159.8,1,reduced_speed,average,performance_loss,0.0,0,100.0,0.0,4,118.5,25.0,64.8,yes,85.2,0.0,0.0,9.1,5.7,0.0,no,preventive,14.2,5.7,14,13,87.0,semi_skilled,0.9,0.0,no,no,89.5,SUP-001,201.0,5.04,1.18,1.2,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9799,99.5426,1321.4,2.546,290.9,143.6,26.4,8.0,555.0,1975.05,2827.29,34.84,0.0,8.71,200,20000.0,4008.71,37.1,44.1602
MFG-LINE-PLT-002-03,PLT-002,WC-039,SHF-PLT-002-20210608-2,2021-06-08,2,463.9,PRD-2021-SKU-06516,electronics_pcb,WO-2021-43338,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.988,2.549,45.02,142.7,51.02,55.19,0.05,WC-007,53.25,94.94,WC-010,0.0,636,168,167,1,0,1,70.19,82.38,0.852,99.9572,168,0.9,2,-73.58,3.6,463.9,180.2,0.3884,0.6791,0.994,0.2622,8.45,32.22,283.7,79.4,1,equipment_failure,poor,availability_loss,36.6,1,283.75802862224043,0.0,5,92.8,11.3,283.75802862224043,yes,17.8,0.0,31.5,7.0,0.0,0.0,no,preventive,13.3,3.6,7,6,91.3,multi_skilled,6.1,0.0,no,no,19.3,SUP-039,428.0,4.83,1.11,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9572,99.752,107.9,0.646,20.1,12.2,,8.4,45.3,1311.85,3133.67,26.51,0.0,6.63,150,42563.7,8519.37,36.1,53.2886
MFG-LINE-PLT-007-02,PLT-007,WC-035,SHF-PLT-007-20221217-3,2022-12-17,3,429.2,PRD-2022-SKU-01757,industrial_machinery,WO-2022-94443,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,330.306,39.637,287.35,426.08,323.67,395.71,0.12,WC-002,325.61,89.62,WC-001,314.77,110,55,54,1,0,1,10.89,15.54,0.7008,99.4182,55,1.8,5,-50.0,3.77,429.2,303.0,0.706,0.7007,0.9818,0.4857,14.48,29.81,126.2,23.5,1,idling_minor_stops,poor,performance_loss,0.0,0,126.2,0.0,5,85.8,25.2,63.1,yes,105.2,0.0,10.9,0.0,10.0,0.0,no,corrective,32.8,5.6,3,2,66.4,semi_skilled,7.4,0.0,no,no,65.5,SUP-006,5818.0,4.02,0.84,0.84,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.4182,97.5269,121.9,2.258,31.7,17.1,,8.5,51.2,260.14,311.96,73.95,0.0,18.49,100,12620.0,2542.49,37.4,85.9139
MFG-LINE-PLT-009-01,PLT-009,WC-026,SHF-PLT-009-20220523-1,2022-05-23,1,473.2,PRD-2022-SKU-09748,automotive_body,WO-2022-89864,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,71.7,8.604,65.92,155.47,69.66,85.9,0.12,WC-009,80.1,99.9,WC-005,14.38,451,328,327,1,0,1,50.08,57.32,0.8737,99.9598,328,0.1,0,-27.27,8.29,473.2,433.3,0.9157,0.7923,0.997,0.7233,23.77,32.86,39.9,86.0,1,idling_minor_stops,good,performance_loss,40.4,1,39.9,0.0,2,236.6,19.9,24.8,no,24.8,15.1,0.0,0.0,0.0,0.0,no,predictive,28.2,6.1,6,5,93.6,skilled,2.4,0.1,no,yes,64.6,SUP-164,402.0,4.85,1.12,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9598,96.9901,1121.6,3.43,283.8,133.1,22.4,7.3,471.1,1654.42,1998.99,48.42,0.0,12.11,200,7980.0,1608.11,42.5,59.7406
MFG-LINE-PLT-009-01,PLT-009,WC-021,SHF-PLT-009-20230706-1,2023-07-06,1,438.6,PRD-2023-SKU-08208,automotive_body,WO-2023-74470,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,71.221,8.546,66.59,143.78,73.13,85.32,0.12,WC-006,80.23,99.9,WC-008,13.9,418,203,202,1,0,1,50.32,57.32,0.8779,99.9722,203,0.8,2,-51.44,1.73,438.6,329.2,0.7505,0.6455,0.9951,0.4821,14.68,30.46,109.4,111.5,1,reduced_speed,poor,performance_loss,87.1,2,109.4,0.0,8,54.8,13.7,23.4,no,17.0,41.6,28.6,16.9,5.3,0.0,no,corrective,28.2,4.7,19,16,61.0,skilled,12.5,0.0,no,no,68.4,SUP-191,278.0,4.95,1.15,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9722,97.5953,495.5,2.453,92.7,28.3,9.9,8.0,208.1,5389.92,11286.87,27.61,0.0,6.9,200,21880.0,4382.9,45.6,110.305
MFG-LINE-PLT-001-02,PLT-001,WC-023,SHF-PLT-001-20210308-1,2021-03-08,1,456.6,PRD-2021-SKU-04032,pharmaceutical,WO-2021-34756,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,65.356,13.954,60.59,99.34,65.68,88.38,0.213,WC-004,73.02,99.9,WC-002,0.0,538,293,292,1,0,1,55.02,70.87,0.7764,99.9463,293,3.2,12,-45.54,38.37,456.6,342.1,0.7492,0.7252,0.9966,0.5415,17.17,31.71,114.5,111.0,1,reduced_speed,average,performance_loss,22.5,1,114.5,0.0,4,114.1,28.6,63.3,yes,91.2,23.2,0.0,0.0,0.0,0.0,no,preventive,22.7,5.6,1,1,75.3,semi_skilled,13.7,0.0,no,no,66.6,SUP-107,537.0,4.77,1.09,1.22,contamination,labelling,100pct_manual,yes,no,no,no,99.9463,98.6891,488.8,1.674,118.2,28.2,,7.8,205.3,481.22,485.3,24.34,0.0,6.08,300,34350.0,6876.08,57.6,27.7334
MFG-LINE-PLT-009-01,PLT-009,WC-005,SHF-PLT-009-20220915-1,2022-09-15,1,443.4,PRD-2022-SKU-09592,automotive_body,WO-2022-44728,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,63.744,7.649,59.54,124.84,61.68,76.36,0.12,WC-010,65.56,93.5,WC-005,6.42,423,374,373,1,0,1,56.38,57.32,0.9836,99.9712,374,0.1,0,-11.58,4.59,419.1,373.7,0.9586,0.9681,0.9988,0.9269,25.88,29.1,45.4,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,45.4,24.3,3,147.8,15.1,21.0,no,21.0,10.4,13.9,0.0,0.0,0.0,yes,preventive,28.2,9.9,13,11,81.6,expert,9.9,0.0,no,yes,21.4,SUP-171,287.7,6.0,1.8,1.0,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9712,98.7696,1220.1,3.271,284.0,102.9,24.4,7.4,512.4,4170.0,6746.91,17.04,0.0,4.26,200,9080.0,1820.26,65.2,46.3535
MFG-LINE-PLT-010-02,PLT-010,WC-004,SHF-PLT-010-20200806-2,2020-08-06,2,467.6,PRD-2020-SKU-01037,industrial_machinery,WO-2020-71870,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,355.7,67.227,323.78,1047.25,377.53,466.62,0.189,WC-005,379.47,96.98,WC-004,343.32,96,73,72,1,0,1,10.11,12.38,0.8166,99.6763,73,0.3,0,-23.96,0.42,467.6,433.2,0.9264,0.8169,0.9863,0.7465,24.24,32.47,34.4,16.4,1,reduced_speed,good,performance_loss,0.0,0,34.4,0.0,3,155.9,11.5,16.4,no,0.0,34.4,0.0,0.0,0.0,0.0,no,emergency,32.7,5.0,23,22,88.7,skilled,3.3,1.1,yes,no,57.4,SUP-030,3237.0,4.22,0.91,1.03,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6763,98.0754,173.5,2.41,30.8,15.0,,8.4,72.9,10812.48,22413.06,57.09,0.0,14.27,100,3440.0,702.27,32.7,519.3487
MFG-LINE-PLT-010-02,PLT-010,WC-020,SHF-PLT-010-20240714-3,2024-07-14,3,436.0,PRD-2024-SKU-01600,industrial_machinery,WO-2024-23155,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,413.982,88.385,380.64,781.25,398.57,559.82,0.213,WC-003,432.86,95.05,WC-004,401.6,89,55,54,1,0,1,8.62,12.38,0.6963,99.4101,55,0.2,0,-38.2,0.57,436.0,401.1,0.9199,0.6649,0.9818,0.6005,18.18,30.28,34.9,27.7,1,reduced_speed,average,performance_loss,18.2,1,34.9,0.0,3,145.3,11.6,20.5,no,0.0,0.0,20.5,0.0,14.4,0.0,no,corrective,32.7,5.1,16,13,94.8,semi_skilled,13.3,0.0,no,no,33.1,SUP-055,5899.0,4.02,0.84,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.4101,99.3521,105.2,1.949,21.2,6.1,,8.7,44.2,2542.43,5068.79,7.85,0.0,1.96,100,3490.0,699.96,36.9,148.9439
MFG-LINE-PLT-004-03,PLT-004,WC-003,SHF-PLT-004-20240410-1,2024-04-10,1,458.5,PRD-2024-SKU-03616,industrial_machinery,WO-2024-24233,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,143.691,7.185,132.87,430.73,140.67,155.55,0.05,WC-001,150.39,95.15,WC-005,116.6,206,141,140,1,0,1,24.92,27.09,0.9199,99.9629,141,0.3,0,-31.55,1.41,458.5,392.4,0.8558,0.7958,0.9929,0.6763,21.54,31.84,66.1,36.2,1,idling_minor_stops,average,performance_loss,53.0,3,66.1,0.0,5,91.7,13.2,21.5,no,17.7,26.7,12.2,0.0,0.0,9.5,no,corrective,22.2,5.2,15,13,68.8,expert,11.1,1.6,no,yes,74.4,SUP-033,371.0,4.87,1.12,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9629,98.6037,255.1,1.822,59.3,26.7,,8.8,107.1,5974.73,11937.99,24.43,0.0,6.11,100,6610.0,1328.11,64.9,152.5525
MFG-LINE-PLT-005-03,PLT-005,WC-019,SHF-PLT-005-20240722-3,2024-07-22,3,469.5,PRD-2024-SKU-01420,automotive_body,WO-2024-93589,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,71.97,3.598,63.48,137.7,70.89,77.91,0.05,WC-002,72.83,91.99,WC-001,8.37,497,304,303,1,0,1,49.93,63.6,0.7851,99.9801,304,0.4,0,-38.83,3.87,469.5,391.4,0.8337,0.7326,0.9967,0.6088,19.85,32.61,78.1,111.0,1,idling_minor_stops,average,performance_loss,26.1,1,78.1,0.0,5,93.9,15.6,33.7,yes,0.0,44.5,13.2,20.3,0.0,0.0,no,preventive,32.9,4.6,11,10,65.5,skilled,0.6,0.8,no,no,55.7,SUP-121,199.0,5.04,1.18,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9801,98.1556,1088.1,3.591,223.3,136.9,21.8,7.1,457.0,4631.4,10395.54,32.5,0.0,8.12,200,15620.0,3132.12,66.8,82.2011
MFG-LINE-PLT-002-01,PLT-002,WC-019,SHF-PLT-002-20210223-3,2021-02-23,3,448.9,PRD-2021-SKU-02142,electronics_pcb,WO-2021-50187,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.298,2.165,39.7,53.76,43.59,46.87,0.05,WC-001,44.39,93.21,WC-002,0.0,706,404,403,1,0,1,83.09,94.49,0.8794,99.9811,404,1.1,4,-42.78,53.86,448.9,374.2,0.8336,0.6855,0.9975,0.5701,17.77,31.17,74.7,185.3,1,idling_minor_stops,average,performance_loss,82.5,2,74.7,0.0,7,64.1,10.7,21.7,no,38.4,0.0,23.0,7.4,5.9,0.0,no,predictive,26.7,6.8,1,1,78.4,expert,10.7,0.0,no,no,30.4,SUP-188,189.0,5.05,1.18,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9811,99.4408,491.7,1.22,106.4,64.1,,7.0,206.5,435.41,1018.11,19.38,0.0,4.84,150,11205.0,2245.84,55.6,23.0348
MFG-LINE-PLT-008-01,PLT-008,WC-037,SHF-PLT-008-20200929-2,2020-09-29,2,474.5,PRD-2020-SKU-02054,medical_devices,WO-2020-23739,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,135.777,16.293,122.97,389.95,134.46,162.66,0.12,WC-002,139.16,93.18,WC-001,104.17,249,200,199,1,0,1,26.49,31.61,0.838,99.9894,200,0.8,2,-19.68,1.8,474.5,453.0,0.9547,0.8381,0.995,0.7962,26.23,32.95,21.5,38.6,1,idling_minor_stops,good,performance_loss,0.0,0,21.5,0.0,2,237.2,10.7,15.3,no,15.3,0.0,0.0,6.2,0.0,0.0,no,predictive,7.3,6.6,15,14,83.8,skilled,0.4,0.0,no,yes,24.6,SUP-003,106.0,5.2,1.23,1.29,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9894,99.8149,221.5,1.113,54.5,30.7,,8.1,93.0,6809.74,12796.6,14.03,0.0,3.51,250,5375.0,1078.51,35.1,112.6248
MFG-LINE-PLT-001-02,PLT-001,WC-005,SHF-PLT-001-20200912-2,2020-09-12,2,440.6,PRD-2020-SKU-06698,pharmaceutical,WO-2020-05623,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,56.721,10.125,49.51,160.61,58.66,73.43,0.178,WC-004,52.08,83.48,WC-003,0.0,520,399,398,1,0,1,63.41,70.87,0.8947,99.9692,399,0.1,0,-23.27,3.39,440.6,377.5,0.8568,0.8948,0.9975,0.7648,23.4,30.6,63.1,46.9,1,setup_adjustment,good,availability_loss,0.0,0,63.1,0.0,3,146.9,21.0,28.0,no,28.0,0.0,0.0,15.8,0.0,19.3,no,corrective,22.7,5.5,19,16,77.1,multi_skilled,14.5,0.0,no,yes,22.4,SUP-120,308.0,4.92,1.14,1.31,contamination,labelling,100pct_manual,no,no,no,no,99.9692,98.0356,635.2,1.596,165.1,85.8,,7.9,266.8,7538.92,11529.0,44.58,0.0,11.14,300,18930.0,3797.14,60.9,92.6014
MFG-LINE-PLT-006-01,PLT-006,WC-016,SHF-PLT-006-20200517-1,2020-05-17,1,458.6,PRD-2020-SKU-04370,food_beverage,WO-2020-42756,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.951,3.234,23.42,40.24,26.36,32.29,0.12,WC-010,29.49,99.47,WC-008,0.0,1117,735,734,1,0,1,133.44,146.34,0.9118,99.8965,735,0.0,0,-34.2,4.37,438.5,310.4,0.7079,0.9709,0.9986,0.6863,20.9,30.45,128.1,22.0,1,equipment_failure,average,availability_loss,0.0,0,128.1,20.1,6,76.4,21.4,35.5,yes,79.9,23.7,14.6,9.9,0.0,0.0,yes,preventive,33.4,5.1,24,22,62.5,multi_skilled,4.8,1.2,no,no,62.0,SUP-090,1035.0,4.58,1.03,1.06,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.8965,98.4294,194.5,0.265,50.4,15.6,,8.7,81.7,4750.75,11116.98,10.53,0.0,2.63,80,10248.0,2052.23,63.6,32.1625
MFG-LINE-PLT-004-02,PLT-004,WC-029,SHF-PLT-004-20220418-3,2022-04-18,3,447.3,PRD-2022-SKU-04173,industrial_machinery,WO-2022-51372,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,287.933,54.419,263.18,824.78,309.79,377.72,0.189,WC-002,337.81,99.9,WC-001,271.93,118,91,90,1,0,1,12.4,16.0,0.775,99.5439,91,0.7,1,-22.88,1.21,447.3,440.4,0.9846,0.7749,0.989,0.7546,23.44,31.06,6.9,26.4,1,reduced_speed,good,performance_loss,0.0,0,6.9,0.0,2,223.6,3.4,3.5,no,0.0,0.0,0.0,3.5,3.4,0.0,no,preventive,6.1,5.2,11,10,86.5,skilled,7.4,0.0,no,no,63.0,SUP-149,4561.0,4.11,0.87,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.5439,98.9676,100.8,1.12,25.6,5.9,,9.3,42.3,4529.07,4455.22,51.54,0.0,12.88,100,690.0,150.88,25.4,151.9381
MFG-LINE-PLT-003-04,PLT-003,WC-014,SHF-PLT-003-20210830-1,2021-08-30,1,433.5,PRD-2021-SKU-05955,electronics_pcb,WO-2021-58806,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.216,1.711,31.93,91.25,34.71,37.04,0.05,WC-007,35.32,93.85,WC-008,0.0,959,669,668,1,0,1,105.17,132.84,0.7917,99.9483,669,0.5,1,-30.24,4.87,433.5,381.7,0.8805,0.7917,0.9985,0.6961,20.95,30.1,51.8,176.0,1,idling_minor_stops,average,performance_loss,0.0,0,51.8,0.0,4,108.4,12.9,30.3,yes,30.3,6.4,9.3,5.7,0.0,0.0,no,predictive,11.0,7.0,23,19,70.8,semi_skilled,14.6,0.0,no,no,12.2,SUP-057,517.0,4.78,1.09,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9483,96.998,664.0,0.994,172.9,37.6,,7.5,278.9,6520.27,12138.59,38.15,0.0,9.54,150,7770.0,1563.54,72.4,66.1395
MFG-LINE-PLT-004-07,PLT-004,WC-010,SHF-PLT-004-20210414-1,2021-04-14,1,453.6,PRD-2021-SKU-01489,industrial_machinery,WO-2021-06674,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,250.414,12.521,234.88,391.61,248.96,271.07,0.05,WC-002,252.72,91.74,WC-005,232.36,136,62,61,1,0,1,14.23,18.05,0.7884,99.8454,62,0.0,0,-54.41,0.62,453.6,261.5,0.5765,0.7881,0.9839,0.447,14.08,31.5,192.1,16.7,1,setup_adjustment,poor,availability_loss,0.0,0,192.1,0.0,7,64.8,27.4,60.7,yes,146.4,4.4,36.8,4.5,0.0,0.0,no,predictive,22.9,6.5,14,13,81.9,semi_skilled,0.2,1.2,no,no,22.9,SUP-034,1546.0,4.46,0.99,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8454,97.5576,207.0,3.393,49.5,21.0,,7.7,86.9,2887.16,6282.84,48.38,0.0,12.1,100,19210.0,3854.1,48.4,199.501
MFG-LINE-PLT-002-03,PLT-002,WC-020,SHF-PLT-002-20211015-1,2021-10-15,1,479.6,PRD-2021-SKU-09800,electronics_pcb,WO-2021-89530,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,49.548,2.477,43.01,120.09,50.29,53.64,0.05,WC-001,51.82,95.08,WC-007,0.0,658,543,542,1,0,1,72.64,82.38,0.8818,99.967,543,3.7,11,-17.48,4.52,463.3,432.2,0.9329,0.915,0.9982,0.852,27.41,32.17,31.1,50.4,1,idling_minor_stops,world_class,performance_loss,0.0,0,31.1,16.3,3,159.9,10.4,11.2,no,0.0,21.3,9.8,0.0,0.0,0.0,yes,corrective,13.3,5.6,18,15,65.4,skilled,12.2,0.0,no,no,89.9,SUP-143,330.0,4.91,1.14,1.28,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.967,98.3484,344.2,0.635,57.5,44.1,,8.4,144.6,4969.67,9080.76,5.84,0.0,1.46,150,4665.0,934.46,25.9,31.7741
MFG-LINE-PLT-010-01,PLT-010,WC-003,SHF-PLT-010-20241021-1,2024-10-21,1,470.8,PRD-2024-SKU-02184,industrial_machinery,WO-2024-75182,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,322.309,25.785,302.83,538.68,324.68,364.85,0.08,WC-001,341.08,96.2,WC-003,309.44,100,69,68,1,0,1,11.15,12.87,0.8664,99.4769,69,0.7,2,-31.0,0.72,470.8,405.9,0.8621,0.7925,0.9855,0.6734,22.01,32.69,64.9,18.1,1,idling_minor_stops,average,performance_loss,34.7,1,64.9,0.0,4,117.7,16.2,26.7,no,26.7,23.4,0.0,14.7,0.0,0.0,no,preventive,19.7,6.1,13,12,80.2,skilled,3.3,0.0,no,no,45.7,SUP-085,5231.0,4.06,0.85,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.4769,98.0887,195.1,2.869,36.3,16.4,,8.1,81.9,3411.18,5938.18,66.4,0.0,16.6,100,6490.0,1314.6,29.7,204.8671
MFG-LINE-PLT-010-04,PLT-010,WC-034,SHF-PLT-010-20220807-3,2022-08-07,3,421.6,PRD-2022-SKU-03280,industrial_machinery,WO-2022-11791,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,365.37,43.844,345.4,890.07,376.05,437.71,0.12,WC-004,389.4,96.89,WC-003,351.75,95,49,48,1,0,1,9.73,13.62,0.7144,99.4419,49,2.7,8,-48.42,0.33,421.6,302.1,0.7165,0.7145,0.9796,0.5015,14.68,29.28,119.5,19.6,1,idling_minor_stops,average,performance_loss,0.0,0,119.5,0.0,3,140.5,39.8,72.9,yes,113.0,0.0,0.0,6.5,0.0,0.0,no,emergency,14.7,7.0,24,21,86.5,semi_skilled,11.4,0.0,no,no,39.2,SUP-190,5581.0,4.04,0.85,0.86,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.4419,96.5801,105.0,2.187,20.0,6.6,,8.5,44.1,5524.62,9069.73,32.39,0.0,8.1,100,11950.0,2398.1,36.4,337.1137
MFG-LINE-PLT-001-02,PLT-001,WC-043,SHF-PLT-001-20230706-2,2023-07-06,2,447.0,PRD-2023-SKU-04417,pharmaceutical,WO-2023-60340,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,60.005,11.341,53.37,104.13,57.25,78.72,0.189,WC-004,68.35,99.9,WC-005,0.0,527,431,430,1,0,1,59.92,70.87,0.8455,99.9673,431,2.2,7,-18.22,5.77,447.0,442.7,0.9904,0.8243,0.9977,0.8144,25.28,31.04,4.3,91.9,1,idling_minor_stops,good,performance_loss,11.1,1,4.3,0.0,1,447.0,4.3,4.3,no,0.0,0.0,0.0,4.3,0.0,0.0,no,preventive,22.7,5.3,11,10,74.4,skilled,0.5,0.0,no,no,39.3,SUP-051,327.0,4.91,1.14,1.18,contamination,labelling,100pct_manual,no,no,no,no,99.9673,97.9486,627.8,1.46,130.2,79.1,,8.1,263.7,1726.7,1740.21,35.09,0.0,8.77,300,1290.0,266.77,32.4,43.2342
MFG-LINE-PLT-006-01,PLT-006,WC-011,SHF-PLT-006-20210918-3,2021-09-18,3,452.5,PRD-2021-SKU-08979,food_beverage,WO-2021-11514,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,43.95,5.274,41.07,118.63,42.11,52.65,0.12,WC-002,49.19,99.9,WC-011,0.0,1097,490,487,3,1,2,81.9,146.34,0.5597,99.4886,491,10.5,23,-55.33,10.76,452.5,374.9,0.8285,0.5359,0.9939,0.4413,13.87,31.42,77.6,424.4,3,idling_minor_stops,poor,performance_loss,15.9,1,77.6,0.0,5,90.5,15.5,29.8,no,29.8,22.1,9.6,16.1,0.0,0.0,no,preventive,33.4,5.6,7,6,60.5,trainee,14.0,0.8,no,no,12.0,SUP-177,5114.0,4.07,0.86,0.88,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.4886,96.737,130.5,0.268,28.4,11.3,,8.7,54.8,1399.76,2895.41,7.91,7.91,3.96,80,6208.0,1253.47,57.3,16.7784
MFG-LINE-PLT-002-03,PLT-002,WC-037,SHF-PLT-002-20220530-2,2022-05-30,2,442.2,PRD-2022-SKU-01856,electronics_pcb,WO-2022-28888,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.583,2.529,45.02,67.77,50.15,54.76,0.05,WC-003,53.48,96.11,WC-005,0.0,606,505,504,1,0,1,71.17,82.38,0.8639,99.9483,505,0.7,1,-16.67,7.6,442.2,425.7,0.9627,0.8639,0.998,0.83,25.49,30.71,16.5,79.6,1,idling_minor_stops,good,performance_loss,0.0,0,16.5,0.0,1,442.2,16.5,16.5,no,0.0,0.0,16.5,0.0,0.0,0.0,no,corrective,13.3,6.9,11,9,73.2,skilled,9.6,0.0,no,no,14.1,SUP-042,517.0,4.78,1.09,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9483,97.0634,284.8,0.565,75.1,17.3,,8.6,119.6,4276.54,5089.49,17.57,0.0,4.39,150,2475.0,499.39,33.0,36.1883
MFG-LINE-PLT-004-01,PLT-004,WC-043,SHF-PLT-004-20220408-1,2022-04-08,1,426.5,PRD-2022-SKU-06460,industrial_machinery,WO-2022-48130,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,240.449,12.022,224.8,645.31,242.54,260.29,0.05,WC-001,249.99,94.52,WC-007,223.26,122,50,49,1,0,1,14.96,17.19,0.8703,99.9264,50,1.4,4,-59.02,0.69,426.5,266.4,0.6246,0.6551,0.98,0.401,11.88,29.61,160.1,26.3,1,setup_adjustment,poor,availability_loss,65.8,2,160.1,0.0,5,85.3,32.0,123.2,yes,137.9,9.6,0.0,7.5,5.1,0.0,no,predictive,28.6,5.6,12,10,94.4,skilled,11.3,0.0,no,no,71.5,SUP-158,736.0,4.68,1.06,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9264,98.562,117.6,2.399,32.8,10.4,,8.4,49.4,1736.81,3246.96,50.65,0.0,12.66,100,16010.0,3214.66,32.8,153.3933
MFG-LINE-PLT-009-02,PLT-009,WC-033,SHF-PLT-009-20210528-3,2021-05-28,3,420.7,PRD-2021-SKU-05827,automotive_body,WO-2021-82015,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,46.207,2.31,42.1,74.27,46.24,50.02,0.05,WC-001,47.27,93.0,WC-003,0.0,764,249,248,1,0,1,77.76,109.09,0.7128,99.9763,249,0.2,0,-67.41,2.53,420.7,192.1,0.4566,0.7128,0.996,0.3242,9.47,29.22,228.6,100.3,1,setup_adjustment,poor,availability_loss,0.0,0,228.6,0.0,7,60.1,32.7,68.6,yes,154.9,55.8,17.9,0.0,0.0,0.0,no,corrective,14.2,6.4,16,14,65.2,semi_skilled,10.9,0.0,no,no,53.9,SUP-057,237.0,5.0,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9763,97.5575,555.5,2.24,106.5,64.1,11.1,8.2,233.3,4616.17,8768.71,53.3,0.0,13.32,200,45720.0,9157.32,48.0,107.4862
MFG-LINE-PLT-005-01,PLT-005,WC-021,SHF-PLT-005-20200602-2,2020-06-02,2,421.5,PRD-2020-SKU-06733,automotive_body,WO-2020-28172,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,46.481,5.578,42.25,134.16,46.29,55.68,0.12,WC-002,49.0,95.83,WC-004,0.0,734,437,436,1,0,1,77.4,104.65,0.7396,99.9112,437,0.6,1,-40.46,2.96,421.5,374.0,0.8873,0.6698,0.9977,0.593,17.36,29.27,47.5,215.4,1,reduced_speed,average,performance_loss,35.3,1,47.5,0.0,2,210.8,23.8,32.7,yes,0.0,0.0,0.0,0.0,0.0,47.5,no,corrective,20.8,6.6,23,21,83.9,semi_skilled,5.8,0.0,no,no,26.3,SUP-174,888.0,4.63,1.04,1.06,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9112,97.2435,1266.6,2.905,333.2,133.1,25.3,7.7,532.0,6896.68,12238.21,28.06,0.0,7.01,200,9500.0,1907.01,73.8,72.0117
MFG-LINE-PLT-003-03,PLT-003,WC-007,SHF-PLT-003-20230713-1,2023-07-13,1,462.1,PRD-2023-SKU-05168,electronics_pcb,WO-2023-48515,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.343,0.517,9.3,22.88,10.55,11.2,0.05,WC-003,10.71,94.15,WC-002,0.0,2886,2249,2248,1,0,1,347.99,375.0,0.928,99.963,2249,0.1,0,-22.07,32.43,462.1,415.2,0.8985,0.8668,0.9996,0.7784,24.98,32.09,46.9,345.6,1,idling_minor_stops,good,performance_loss,27.4,1,46.9,0.0,4,115.5,11.7,14.9,no,14.9,13.7,0.0,18.3,0.0,0.0,no,emergency,16.8,3.7,10,9,78.7,expert,3.7,0.0,no,no,60.3,SUP-021,370.0,4.87,1.12,1.18,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.963,98.354,2227.8,0.991,409.7,190.6,,7.5,935.7,2149.64,3174.98,10.71,0.0,2.68,150,7035.0,1409.68,59.0,13.0834
MFG-LINE-PLT-004-04,PLT-004,WC-046,SHF-PLT-004-20240331-3,2024-03-31,3,449.3,PRD-2024-SKU-04977,industrial_machinery,WO-2024-57355,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,364.829,68.953,325.64,1025.77,390.96,478.6,0.189,WC-002,429.25,99.9,WC-001,352.4,92,73,72,1,0,1,9.75,12.43,0.7844,99.5368,73,0.6,1,-20.65,0.74,449.3,449.3,1.0,0.7846,0.9863,0.7738,24.14,31.2,0.0,20.0,1,reduced_speed,good,performance_loss,0.0,0,0.0,0.0,0,449.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,24.6,6.6,14,13,95.0,skilled,0.9,0.0,no,no,85.9,SUP-180,4632.0,4.1,0.87,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5368,98.3816,276.0,3.834,52.2,29.3,,7.4,115.9,5075.78,5517.96,32.97,0.0,8.24,100,0.0,8.24,54.5,180.5632
MFG-LINE-PLT-003-05,PLT-003,WC-023,SHF-PLT-003-20240104-2,2024-01-04,2,447.8,PRD-2024-SKU-01038,electronics_pcb,WO-2024-38490,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,52.235,6.268,45.05,129.33,53.53,62.58,0.12,WC-003,59.44,99.9,WC-004,0.0,686,427,426,1,0,1,68.91,92.07,0.7485,99.9006,427,2.3,5,-37.76,14.27,447.8,371.8,0.8303,0.7484,0.9977,0.62,19.28,31.1,76.0,143.5,1,idling_minor_stops,average,performance_loss,0.0,0,76.0,0.0,4,111.9,19.0,44.2,yes,13.4,0.0,44.2,18.4,0.0,0.0,no,corrective,2.5,5.8,5,4,61.4,semi_skilled,11.0,0.0,no,no,40.0,SUP-188,994.0,4.59,1.03,1.09,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9006,97.3866,348.0,0.817,84.5,29.8,,8.0,146.2,1266.68,1265.06,35.74,0.0,8.94,150,11400.0,2288.94,52.9,41.7669
MFG-LINE-PLT-004-03,PLT-004,WC-030,SHF-PLT-004-20241205-1,2024-12-05,1,429.1,PRD-2024-SKU-09338,industrial_machinery,WO-2024-68631,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,141.505,7.075,124.6,334.16,141.07,153.18,0.05,WC-003,151.91,97.59,WC-004,114.41,193,99,98,1,0,1,25.32,27.09,0.9347,99.7173,99,0.1,0,-48.7,1.05,429.1,234.6,0.5467,0.9349,0.9899,0.5059,15.07,29.8,194.5,6.9,1,setup_adjustment,average,availability_loss,0.0,0,194.5,0.0,9,47.7,21.6,49.9,yes,115.6,49.9,14.2,10.6,4.3,0.0,no,predictive,22.2,5.1,14,13,80.6,expert,1.2,0.0,no,no,26.5,SUP-195,2827.0,4.27,0.92,1.02,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.7173,99.1257,271.5,2.77,75.0,29.7,,8.2,114.0,2823.27,5252.43,19.06,0.0,4.76,100,19450.0,3894.76,48.8,101.6596
MFG-LINE-PLT-010-04,PLT-010,WC-006,SHF-PLT-010-20200103-1,2020-01-03,1,425.9,PRD-2020-SKU-06035,industrial_machinery,WO-2020-03374,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,275.993,33.119,245.84,426.78,282.89,330.64,0.12,WC-003,285.37,94.0,WC-002,262.37,96,82,81,1,0,1,12.94,13.62,0.9501,99.9195,82,0.1,0,-14.58,0.57,425.9,396.9,0.9319,0.9101,0.9878,0.8378,24.78,29.58,29.0,8.1,1,idling_minor_stops,good,performance_loss,16.7,2,29.0,0.0,1,425.9,29.0,29.0,no,29.0,0.0,0.0,0.0,0.0,0.0,no,preventive,14.7,6.4,21,20,80.0,expert,3.4,1.6,no,no,26.3,SUP-113,805.0,4.65,1.05,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.9195,97.7644,282.6,3.489,75.2,30.1,,7.7,118.7,7704.18,6677.73,68.47,0.0,17.12,100,2900.0,597.12,51.2,246.8698
MFG-LINE-PLT-005-01,PLT-005,WC-038,SHF-PLT-005-20220401-1,2022-04-01,1,460.9,PRD-2022-SKU-04295,automotive_body,WO-2022-21944,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,44.95,5.394,38.23,79.1,46.16,53.85,0.12,WC-004,46.96,94.97,WC-002,0.0,803,570,569,1,0,1,79.97,104.65,0.7642,99.9254,570,1.4,3,-29.02,3.9,460.9,427.7,0.928,0.7642,0.9982,0.7079,22.66,32.0,33.2,175.9,1,idling_minor_stops,good,performance_loss,0.0,0,33.2,0.0,4,115.2,8.3,10.0,no,9.9,0.0,0.0,17.0,6.3,0.0,no,predictive,20.8,5.1,21,19,68.8,semi_skilled,7.2,0.3,no,no,25.3,SUP-151,746.0,4.68,1.06,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9254,99.5244,1067.4,1.876,201.0,148.4,21.3,8.5,448.3,2669.46,5243.91,15.86,0.0,3.96,200,6640.0,1331.96,42.3,29.7954
MFG-LINE-PLT-010-01,PLT-010,WC-034,SHF-PLT-010-20210301-1,2021-03-01,1,437.5,PRD-2021-SKU-02535,industrial_machinery,WO-2021-60635,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,356.959,28.557,304.92,876.17,370.51,404.08,0.08,WC-001,356.95,90.91,WC-004,344.09,93,70,69,1,0,1,9.96,12.87,0.7739,99.8408,70,0.0,0,-24.73,4.73,437.5,421.8,0.9641,0.7736,0.9857,0.7352,22.34,30.38,15.7,20.5,1,reduced_speed,good,performance_loss,0.0,0,15.7,0.0,2,218.8,7.8,8.1,no,0.0,8.1,0.0,7.5,0.0,0.0,no,preventive,19.7,6.1,3,2,77.7,semi_skilled,10.9,0.0,no,yes,79.4,SUP-163,1592.0,4.45,0.98,1.05,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8408,96.9454,217.8,3.157,49.8,20.4,,7.9,91.5,873.01,1529.34,201.05,0.0,50.26,100,1570.0,364.26,70.6,238.7804
MFG-LINE-PLT-002-04,PLT-002,WC-044,SHF-PLT-002-20210127-3,2021-01-27,3,463.0,PRD-2021-SKU-04410,electronics_pcb,WO-2021-34175,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.213,2.837,15.29,34.8,16.7,20.89,0.175,WC-003,19.08,99.9,WC-001,0.0,1968,1569,1567,2,1,1,221.99,255.32,0.8695,99.9179,1570,1.5,5,-20.27,14.51,463.0,424.1,0.916,0.8695,0.9987,0.7954,25.57,32.15,38.9,235.5,2,reduced_speed,good,performance_loss,0.0,0,38.9,0.0,4,115.7,9.7,14.4,no,0.0,0.0,14.4,12.3,12.1,0.0,no,corrective,15.6,6.6,18,14,68.6,expert,18.8,0.3,no,no,87.0,SUP-114,821.0,4.65,1.05,1.2,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9179,98.7851,1833.4,1.17,376.5,184.9,,7.1,770.0,3481.22,3697.26,5.87,5.87,1.47,150,5835.0,1174.34,73.8,10.4585
MFG-LINE-PLT-003-05,PLT-003,WC-014,SHF-PLT-003-20200420-1,2020-04-20,1,435.4,PRD-2020-SKU-08905,electronics_pcb,WO-2020-79403,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,63.357,7.603,57.74,114.39,63.72,75.9,0.12,WC-005,66.02,94.73,WC-003,0.0,666,364,363,1,0,1,56.75,92.07,0.6164,99.7344,364,2.5,5,-45.35,5.0,435.4,421.6,0.9683,0.5626,0.9973,0.5433,16.43,30.24,13.8,283.0,1,reduced_speed,average,performance_loss,36.8,1,13.8,0.0,1,435.4,13.8,13.8,no,0.0,0.0,0.0,0.0,0.0,13.8,no,preventive,2.5,6.4,12,10,62.1,trainee,13.4,0.0,no,no,71.7,SUP-060,2656.0,4.29,0.93,0.96,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.7344,98.2225,431.2,1.188,89.4,56.0,,7.0,181.1,2898.78,5038.95,5.48,0.0,1.37,150,2070.0,415.37,59.5,27.3621
MFG-LINE-PLT-002-04,PLT-002,WC-010,SHF-PLT-002-20200304-1,2020-03-04,1,423.4,PRD-2020-SKU-03791,electronics_pcb,WO-2020-91384,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.936,2.614,13.77,41.5,15.36,19.25,0.175,WC-003,16.07,97.82,WC-002,0.0,1799,1546,1543,3,1,2,240.94,255.32,0.9437,99.8703,1547,0.2,0,-14.06,12.15,423.4,415.1,0.9804,0.8752,0.9981,0.8564,25.18,29.4,8.3,220.5,3,idling_minor_stops,world_class,performance_loss,30.1,1,8.3,0.0,1,423.4,8.3,8.3,no,0.0,0.0,0.0,8.3,0.0,0.0,no,preventive,15.6,5.3,19,18,86.5,expert,5.0,0.0,no,no,18.7,SUP-148,1297.0,4.51,1.0,1.1,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8703,98.4368,1181.9,0.766,297.8,145.4,,8.1,496.4,5953.69,9497.71,9.9,9.9,4.95,150,1245.0,263.85,29.0,19.9331
MFG-LINE-PLT-003-03,PLT-003,WC-019,SHF-PLT-003-20240322-2,2024-03-22,2,439.1,PRD-2024-SKU-05626,electronics_pcb,WO-2024-26288,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,16.163,0.808,14.81,23.58,16.12,17.5,0.05,WC-002,17.02,95.73,WC-003,0.0,2739,1506,1503,3,1,2,222.69,375.0,0.5938,99.8463,1507,6.6,16,-45.02,102.7,394.6,361.3,0.9156,0.667,0.998,0.6095,16.7,27.4,33.3,751.9,3,reduced_speed,average,performance_loss,0.0,0,33.3,44.5,3,146.4,11.1,18.7,no,0.0,7.8,0.0,25.5,0.0,0.0,yes,preventive,16.8,7.4,3,2,88.7,trainee,4.3,0.0,no,no,56.6,SUP-070,1537.0,4.46,0.99,1.02,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8463,97.7278,428.4,0.285,113.5,22.6,,9.3,179.9,569.09,1278.27,7.11,7.11,3.56,150,4995.0,1009.67,44.7,8.3533
MFG-LINE-PLT-005-02,PLT-005,WC-036,SHF-PLT-005-20201201-2,2020-12-01,2,441.8,PRD-2020-SKU-01297,automotive_body,WO-2020-05256,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.153,4.332,49.25,139.85,53.88,61.3,0.08,WC-001,55.97,93.95,WC-005,0.0,557,449,448,1,0,1,66.42,75.79,0.8764,99.9826,449,1.3,3,-19.39,30.42,441.8,417.3,0.9445,0.8519,0.9978,0.8028,24.63,30.68,24.5,78.1,1,idling_minor_stops,good,performance_loss,11.6,1,24.5,0.0,1,441.8,24.5,24.5,no,24.5,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,8.0,3,2,81.6,skilled,12.8,0.0,no,yes,44.5,SUP-091,174.0,5.08,1.19,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9826,97.0229,703.4,1.57,172.0,76.0,14.1,8.7,295.4,457.09,541.42,33.0,0.0,8.25,200,4900.0,988.25,67.6,35.3025
MFG-LINE-PLT-003-05,PLT-003,WC-041,SHF-PLT-003-20230818-2,2023-08-18,2,479.1,PRD-2023-SKU-09716,electronics_pcb,WO-2023-15650,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,42.55,5.106,38.66,78.06,44.49,50.97,0.12,WC-002,44.73,95.57,WC-001,0.0,734,489,488,1,0,1,84.51,92.07,0.9179,99.9265,489,2.2,5,-33.38,4.07,479.1,427.7,0.8927,0.745,0.998,0.6637,22.08,33.27,51.4,167.4,1,reduced_speed,average,performance_loss,80.6,2,51.4,0.0,3,159.7,17.1,28.2,no,28.2,0.0,17.9,0.0,5.3,0.0,no,preventive,2.5,6.7,17,15,71.4,expert,9.3,0.0,no,no,40.9,SUP-188,735.0,4.68,1.06,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9265,98.9417,134.7,0.276,22.6,13.2,,9.3,56.6,4369.23,7757.75,10.78,0.0,2.69,150,7710.0,1544.69,49.1,35.6525
MFG-LINE-PLT-004-06,PLT-004,WC-037,SHF-PLT-004-20211108-1,2021-11-08,1,477.3,PRD-2021-SKU-01002,industrial_machinery,WO-2021-10562,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,178.377,21.405,162.48,253.71,185.07,213.7,0.12,WC-001,199.55,99.9,WC-002,146.41,252,144,143,1,0,1,20.06,31.97,0.6275,99.333,144,0.0,0,-42.86,0.95,477.3,477.3,1.0,0.5662,0.9931,0.5622,18.63,33.15,0.0,110.3,1,reduced_speed,average,performance_loss,46.6,3,0.0,0.0,0,477.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.6,7.2,20,19,68.1,trainee,3.2,0.0,yes,yes,14.0,SUP-081,6670.0,3.97,0.82,0.85,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,no,no,99.333,96.6561,312.2,2.183,54.2,24.1,,8.5,131.1,7180.73,14725.25,82.53,0.0,20.63,100,0.0,20.63,25.1,236.2958
MFG-LINE-PLT-005-03,PLT-005,WC-020,SHF-PLT-005-20220427-3,2022-04-27,3,448.6,PRD-2022-SKU-05660,automotive_body,WO-2022-05791,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,72.47,3.624,65.59,116.04,70.97,78.45,0.05,WC-002,73.59,92.32,WC-001,8.87,475,337,336,1,0,1,49.57,63.6,0.7794,99.9758,337,0.0,0,-29.05,4.49,448.6,407.9,0.9093,0.7793,0.997,0.7065,22.01,31.16,40.7,95.4,1,reduced_speed,good,performance_loss,0.0,0,40.7,0.0,2,224.3,20.4,20.7,no,20.1,0.0,0.0,20.7,0.0,0.0,no,corrective,32.9,4.9,11,10,92.0,skilled,7.9,0.0,no,no,85.6,SUP-165,242.0,4.99,1.16,1.28,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9758,98.6102,716.7,2.133,183.1,66.4,14.3,8.3,301.0,3119.6,7272.79,66.83,0.0,16.71,200,8140.0,1644.71,47.6,97.9586
MFG-LINE-PLT-003-01,PLT-003,WC-021,SHF-PLT-003-20230106-1,2023-01-06,1,440.6,PRD-2023-SKU-06843,electronics_pcb,WO-2023-77062,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.449,1.122,20.47,35.42,22.87,24.3,0.05,WC-012,24.05,97.4,WC-010,0.0,1289,870,869,1,0,1,160.24,175.61,0.9125,99.9794,870,1.0,3,-32.51,6.57,440.6,336.7,0.7642,0.8827,0.9989,0.6738,20.62,30.6,103.9,115.6,1,equipment_failure,average,availability_loss,11.0,1,103.9,0.0,7,62.9,14.8,27.2,no,23.1,51.2,24.7,4.9,0.0,0.0,no,preventive,24.0,4.9,22,18,69.6,multi_skilled,14.2,0.3,no,no,57.4,SUP-185,206.0,5.03,1.18,1.35,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9794,99.1727,580.5,0.668,137.1,51.5,,8.3,243.8,4616.71,7010.31,15.66,0.0,3.92,150,15585.0,3120.92,59.0,29.0578
MFG-LINE-PLT-007-01,PLT-007,WC-029,SHF-PLT-007-20230314-1,2023-03-14,1,443.5,PRD-2023-SKU-02724,industrial_machinery,WO-2023-68413,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,180.528,5.416,153.95,442.73,180.1,189.46,0.03,WC-008,186.95,94.14,WC-010,159.37,156,145,144,1,0,1,19.91,21.16,0.9409,99.9609,145,0.7,2,-7.05,1.62,443.5,436.9,0.9851,0.9409,0.9931,0.9205,28.35,30.8,6.6,9.1,1,reduced_speed,world_class,performance_loss,0.0,0,6.6,0.0,1,443.5,6.6,6.6,no,0.0,0.0,0.0,6.6,0.0,0.0,no,corrective,27.1,5.8,13,12,69.3,expert,3.8,0.0,no,no,54.6,SUP-100,391.0,4.86,1.12,1.2,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9609,99.8237,338.3,2.349,60.4,33.2,,8.4,142.1,3315.76,5930.55,47.61,0.0,11.9,100,660.0,143.9,71.4,112.1511
MFG-LINE-PLT-004-05,PLT-004,WC-039,SHF-PLT-004-20200326-3,2020-03-26,3,473.8,PRD-2020-SKU-05642,industrial_machinery,WO-2020-77372,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,262.898,13.145,247.12,784.35,269.72,284.59,0.05,WC-009,276.74,95.7,WC-008,239.11,187,92,91,1,0,1,13.6,23.79,0.5717,99.5387,92,3.3,6,-50.8,0.96,473.8,435.0,0.9181,0.5333,0.9891,0.4843,15.94,32.91,38.8,80.5,1,idling_minor_stops,poor,performance_loss,29.0,1,38.8,0.0,2,236.9,19.4,24.1,no,24.1,0.0,14.7,0.0,0.0,0.0,no,emergency,3.8,6.8,14,12,87.8,trainee,13.7,0.0,no,no,29.5,SUP-095,4613.0,4.1,0.87,0.92,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.5387,96.7796,171.4,1.884,32.8,16.5,,8.7,72.0,3069.66,5064.92,34.43,0.0,8.61,100,3880.0,784.61,28.0,124.1993
MFG-LINE-PLT-004-01,PLT-004,WC-007,SHF-PLT-004-20230314-1,2023-03-14,1,424.6,PRD-2023-SKU-04599,industrial_machinery,WO-2023-87111,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,233.596,11.68,213.95,379.64,239.64,252.87,0.05,WC-003,244.73,95.24,WC-008,216.41,121,55,54,1,0,1,15.14,17.19,0.8807,99.9283,55,0.0,0,-54.55,7.63,424.6,318.5,0.7501,0.6026,0.9818,0.4438,13.09,29.49,106.1,36.3,1,reduced_speed,poor,performance_loss,100.5,3,106.1,0.0,6,70.8,17.7,45.5,yes,71.8,7.3,15.1,0.0,11.9,0.0,no,preventive,28.6,7.9,1,1,63.9,skilled,7.7,0.0,no,no,45.5,SUP-030,717.0,4.69,1.06,1.1,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9283,97.2873,125.2,2.319,24.3,13.3,,8.5,52.6,406.72,688.86,21.26,0.0,5.32,100,10610.0,2127.32,44.3,41.9422
MFG-LINE-PLT-002-02,PLT-002,WC-004,SHF-PLT-002-20211105-3,2021-11-05,3,430.3,PRD-2021-SKU-02402,electronics_pcb,WO-2021-74782,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.611,0.468,13.97,34.11,15.61,16.38,0.03,WC-006,15.85,92.32,WC-002,0.0,2016,1653,1652,1,0,1,230.5,281.25,0.8196,99.9743,1653,0.2,0,-18.01,32.91,430.3,430.3,1.0,0.8195,0.9994,0.819,24.47,29.88,0.0,364.1,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,430.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,7.3,8,7,77.1,skilled,4.8,0.0,no,no,28.7,SUP-085,257.0,4.97,1.16,1.23,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9743,98.6446,862.3,0.522,222.1,114.4,,8.7,362.2,1895.56,3344.33,6.59,0.0,1.65,150,0.0,1.65,69.6,9.7658
MFG-LINE-PLT-005-05,PLT-005,WC-007,SHF-PLT-005-20230507-1,2023-05-07,1,446.1,PRD-2023-SKU-02326,automotive_body,WO-2023-96291,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,66.217,1.987,60.47,89.9,65.88,69.5,0.03,WC-002,67.59,92.8,WC-003,7.2,438,309,308,1,0,1,54.26,59.02,0.9193,99.9884,309,0.1,0,-29.45,8.28,446.1,379.8,0.8514,0.8271,0.9968,0.7019,21.75,30.98,66.3,64.6,1,reduced_speed,good,performance_loss,38.1,2,66.3,0.0,4,111.5,16.6,25.9,no,50.0,0.0,0.0,16.3,0.0,0.0,no,preventive,23.7,5.3,6,5,79.6,multi_skilled,3.1,0.0,no,no,12.6,SUP-116,116.0,5.18,1.23,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9884,99.7388,685.9,2.227,153.4,69.9,13.7,8.2,288.1,1929.44,4494.82,30.36,0.0,7.59,200,13260.0,2659.59,70.0,51.3166
MFG-LINE-PLT-007-02,PLT-007,WC-005,SHF-PLT-007-20241028-3,2024-10-28,3,462.4,PRD-2024-SKU-07265,industrial_machinery,WO-2024-68397,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,291.919,35.03,272.94,463.28,293.3,349.72,0.12,WC-002,297.94,92.78,WC-001,276.38,119,53,52,1,0,1,12.33,15.54,0.7934,99.7847,53,1.9,3,-55.46,1.35,462.4,282.6,0.6112,0.7239,0.9811,0.4341,13.94,32.11,179.8,20.2,1,equipment_failure,poor,availability_loss,24.6,2,179.8,0.0,3,154.1,59.9,69.9,yes,179.8,0.0,0.0,0.0,0.0,0.0,no,predictive,32.8,5.8,7,5,62.7,skilled,24.1,0.0,no,no,20.7,SUP-007,2153.0,4.35,0.95,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7847,97.5063,148.2,2.85,25.1,18.6,,8.1,62.2,1114.12,2129.52,33.74,0.0,8.44,100,17980.0,3604.44,33.3,96.7665
MFG-LINE-PLT-004-03,PLT-004,WC-011,SHF-PLT-004-20240131-2,2024-01-31,2,428.1,PRD-2024-SKU-01159,industrial_machinery,WO-2024-51012,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,221.346,11.067,205.15,360.59,222.45,239.61,0.05,WC-005,226.38,92.98,WC-004,194.26,192,105,104,1,0,1,16.25,27.09,0.5999,99.6201,105,0.6,2,-45.31,7.29,428.1,387.6,0.9054,0.6,0.9905,0.538,16.0,29.73,40.5,70.0,1,idling_minor_stops,average,performance_loss,0.0,0,40.5,0.0,4,107.0,10.1,21.0,no,0.0,21.0,7.9,3.5,8.3,0.0,no,preventive,22.2,7.1,3,2,91.0,trainee,3.7,0.0,no,no,50.8,SUP-195,3799.0,4.17,0.89,0.9,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6201,97.5733,164.0,1.577,44.3,8.3,,8.9,68.9,576.21,463.55,24.18,0.0,6.04,100,4050.0,816.04,32.3,34.4102
MFG-LINE-PLT-004-06,PLT-004,WC-019,SHF-PLT-004-20241025-2,2024-10-25,2,433.7,PRD-2024-SKU-06330,industrial_machinery,WO-2024-01116,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,125.327,15.039,109.25,160.98,121.38,150.14,0.12,WC-003,132.77,96.31,WC-001,93.36,230,207,206,1,0,1,28.64,31.97,0.8958,99.8668,207,0.1,0,-10.0,1.5,433.7,433.7,1.0,0.8957,0.9952,0.8913,26.85,30.12,0.0,24.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,433.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.6,6.4,23,19,89.1,expert,13.1,0.0,no,no,74.9,SUP-112,1332.0,4.5,1.0,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8668,97.8408,545.5,2.648,131.3,75.6,,8.2,229.1,5395.77,11712.26,55.95,0.0,13.99,100,0.0,13.99,25.8,139.2703
MFG-LINE-PLT-010-01,PLT-010,WC-001,SHF-PLT-010-20241004-1,2024-10-04,1,425.1,PRD-2024-SKU-05422,industrial_machinery,WO-2024-96981,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,317.714,25.417,292.79,647.63,319.72,359.65,0.08,WC-001,320.25,91.63,WC-002,304.84,91,67,66,1,0,1,11.25,12.87,0.8741,99.9101,67,1.3,4,-26.37,0.67,425.1,357.2,0.8403,0.8744,0.9851,0.7238,21.37,29.52,67.9,9.6,1,equipment_failure,good,availability_loss,0.0,0,67.9,0.0,3,141.7,22.6,27.4,no,40.5,0.0,0.0,0.0,0.0,27.4,no,corrective,19.7,5.6,15,14,62.2,skilled,2.4,0.0,no,no,71.0,SUP-141,899.0,4.62,1.04,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9101,97.6487,234.6,3.554,60.8,28.9,,7.6,98.5,3578.29,5051.08,21.48,0.0,5.37,100,6790.0,1363.37,66.8,152.5535
MFG-LINE-PLT-002-01,PLT-002,WC-018,SHF-PLT-002-20210617-1,2021-06-17,1,466.7,PRD-2021-SKU-07354,electronics_pcb,WO-2021-76198,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.94,2.447,42.43,121.31,49.19,52.98,0.05,WC-001,49.7,92.32,WC-002,0.0,734,449,448,1,0,1,73.54,94.49,0.7783,99.9105,449,2.5,6,-38.83,3.39,466.7,366.3,0.7849,0.7783,0.9978,0.6095,19.76,32.41,100.4,127.9,1,idling_minor_stops,average,performance_loss,0.0,0,100.4,0.0,4,116.7,25.1,68.8,yes,68.8,12.9,0.0,0.0,2.7,15.9,no,corrective,26.7,5.9,19,17,65.9,semi_skilled,8.8,0.0,no,no,80.2,SUP-085,895.0,4.62,1.04,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,no,no,99.9105,99.1485,370.5,0.827,84.5,46.9,,7.9,155.6,4629.6,6743.81,40.41,0.0,10.1,150,15060.0,3022.1,37.8,65.8873
MFG-LINE-PLT-002-01,PLT-002,WC-035,SHF-PLT-002-20220814-1,2022-08-14,1,441.5,PRD-2022-SKU-01911,electronics_pcb,WO-2022-27405,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,44.988,2.249,42.3,68.06,44.55,48.7,0.05,WC-001,48.43,97.86,WC-002,0.0,695,446,445,1,0,1,79.86,94.49,0.8452,99.9787,446,1.5,5,-35.83,5.5,441.5,378.5,0.8573,0.7482,0.9978,0.64,19.62,30.66,63.0,150.1,1,idling_minor_stops,average,performance_loss,43.4,1,63.0,0.0,5,88.3,12.6,17.5,no,17.5,30.2,0.0,0.0,15.3,0.0,no,corrective,26.7,4.6,12,11,66.1,skilled,2.6,0.2,no,no,51.6,SUP-174,213.0,5.02,1.17,1.27,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9787,99.1987,653.3,1.468,166.5,58.1,,6.3,274.4,1688.48,2595.68,9.45,0.0,2.36,150,9450.0,1892.36,33.2,19.0986
MFG-LINE-PLT-006-01,PLT-006,WC-034,SHF-PLT-006-20210528-3,2021-05-28,3,437.3,PRD-2021-SKU-08243,food_beverage,WO-2021-28510,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.314,3.758,26.72,40.23,30.13,37.51,0.12,WC-011,33.09,96.06,WC-003,0.0,1063,363,361,2,1,1,114.84,146.34,0.7847,99.6751,364,0.9,3,-65.85,16.51,437.3,255.6,0.5845,0.5822,0.9945,0.3384,10.28,30.37,181.7,260.5,2,idling_minor_stops,poor,performance_loss,66.0,2,181.7,0.0,8,54.7,22.7,56.5,yes,101.5,20.5,33.1,6.8,0.0,19.9,no,emergency,33.4,5.5,4,3,62.7,skilled,25.0,0.0,no,no,18.5,SUP-114,3249.0,4.22,0.91,0.97,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.6751,98.3061,73.6,0.204,19.7,8.1,,9.0,30.9,532.7,469.42,7.36,7.36,1.84,80,14536.0,2916.4,49.9,10.1767
MFG-LINE-PLT-004-02,PLT-004,WC-022,SHF-PLT-004-20220825-3,2022-08-25,3,427.9,PRD-2022-SKU-05388,industrial_machinery,WO-2022-21619,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,306.621,65.464,276.51,562.98,283.6,414.64,0.213,WC-002,338.95,99.9,WC-001,290.62,113,80,79,1,0,1,11.61,16.0,0.7256,99.1205,80,0.0,0,-29.2,0.65,427.9,413.5,0.9663,0.7255,0.9875,0.6924,20.57,29.71,14.4,30.3,1,idling_minor_stops,average,performance_loss,0.0,0,14.4,0.0,1,427.9,14.4,14.4,no,0.0,0.0,14.4,0.0,0.0,0.0,no,corrective,6.1,7.6,18,17,80.5,semi_skilled,1.0,1.4,no,no,24.8,SUP-188,8795.0,3.87,0.79,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.1205,97.3121,209.7,2.655,53.0,29.8,,8.2,88.1,5192.6,11622.74,44.85,0.0,11.21,100,1440.0,299.21,49.7,258.2701
MFG-LINE-PLT-009-02,PLT-009,WC-021,SHF-PLT-009-20230715-2,2023-07-15,2,469.4,PRD-2023-SKU-05355,automotive_body,WO-2023-96174,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,44.077,2.204,37.91,61.12,43.38,47.71,0.05,WC-002,45.22,93.26,WC-003,0.0,853,391,390,1,0,1,81.54,109.09,0.7475,99.9477,391,3.0,11,-54.16,3.32,469.4,319.5,0.6807,0.6731,0.9974,0.457,14.9,32.6,149.9,189.9,1,reduced_speed,poor,performance_loss,31.8,1,149.9,0.0,6,78.2,25.0,52.9,yes,87.3,24.3,16.0,3.7,0.0,18.7,no,corrective,14.2,6.6,16,15,82.2,semi_skilled,1.0,0.0,no,no,17.2,SUP-177,523.0,4.78,1.09,1.12,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9477,99.8165,1130.2,2.898,206.6,128.9,22.6,7.7,474.7,6527.25,15660.4,52.55,0.0,13.14,200,29980.0,6009.14,32.2,109.5762
MFG-LINE-PLT-004-04,PLT-004,WC-003,SHF-PLT-004-20230316-2,2023-03-16,2,454.4,PRD-2023-SKU-01508,industrial_machinery,WO-2023-70737,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,346.155,65.423,302.02,758.2,338.93,454.1,0.189,WC-001,372.23,97.76,WC-002,333.72,93,68,67,1,0,1,10.25,12.43,0.8246,99.7579,68,0.4,1,-26.88,0.8,410.3,389.3,0.9488,0.8433,0.9853,0.7884,22.47,28.5,21.0,12.6,1,reduced_speed,good,performance_loss,35.4,1,21.0,44.1,2,227.2,10.5,13.3,no,13.3,0.0,0.0,7.7,0.0,0.0,yes,preventive,24.6,6.0,14,11,87.8,skilled,14.4,0.0,no,no,60.5,SUP-030,2421.0,4.32,0.94,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7579,98.3127,122.7,1.832,23.4,13.3,,8.8,51.5,3803.94,3941.65,36.27,0.0,9.07,100,2100.0,429.07,61.6,152.4172
MFG-LINE-PLT-004-06,PLT-004,WC-046,SHF-PLT-004-20241221-1,2024-12-21,1,432.4,PRD-2024-SKU-03010,industrial_machinery,WO-2024-23947,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,127.154,15.259,112.87,180.22,134.77,152.33,0.12,WC-003,133.08,95.14,WC-001,95.18,230,111,110,1,0,1,28.1,31.97,0.8789,99.8473,111,3.9,9,-51.74,15.26,404.4,243.1,0.6012,0.8568,0.991,0.5104,14.33,28.09,161.3,18.6,1,setup_adjustment,average,availability_loss,34.1,1,161.3,28.0,3,144.1,53.8,87.9,yes,136.8,0.0,0.0,0.0,0.0,24.5,yes,preventive,6.6,6.1,2,1,90.0,skilled,12.1,0.0,no,no,72.4,SUP-011,1527.0,4.46,0.99,1.06,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8473,98.7103,262.1,2.383,55.1,38.9,,8.4,110.1,317.01,674.77,33.16,0.0,8.29,100,16130.0,3234.29,47.0,42.4776
MFG-LINE-PLT-006-01,PLT-006,WC-047,SHF-PLT-006-20221206-3,2022-12-06,3,469.0,PRD-2022-SKU-08013,food_beverage,WO-2022-79079,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.137,3.496,26.17,66.12,29.05,34.91,0.12,WC-002,31.13,97.14,WC-011,0.0,1142,702,701,1,0,1,123.5,146.34,0.8439,99.8907,702,1.3,2,-38.53,4.98,469.0,341.1,0.7273,0.8439,0.9986,0.6129,19.96,32.57,127.9,129.9,1,equipment_failure,average,availability_loss,0.0,0,127.9,0.0,5,93.8,25.6,64.3,yes,88.1,12.9,17.6,9.3,0.0,0.0,no,corrective,33.4,5.6,23,18,94.0,expert,20.8,0.0,no,no,31.7,SUP-006,1093.0,4.56,1.02,1.14,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8907,97.9598,306.3,0.437,55.0,43.1,,7.8,128.6,2977.41,3711.51,4.38,0.0,1.09,80,10232.0,2047.49,55.0,13.9282
MFG-LINE-PLT-002-01,PLT-002,WC-042,SHF-PLT-002-20230303-1,2023-03-03,1,455.7,PRD-2023-SKU-07802,electronics_pcb,WO-2023-07868,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,50.069,2.503,45.12,119.29,49.59,54.2,0.05,WC-002,51.4,93.33,WC-001,0.0,717,464,463,1,0,1,71.76,94.49,0.7594,99.9488,464,3.5,13,-35.29,2.9,455.7,412.7,0.9056,0.714,0.9978,0.6452,20.42,31.64,43.0,185.9,1,idling_minor_stops,average,performance_loss,24.7,1,43.0,0.0,4,113.9,10.7,17.2,no,11.5,17.2,0.0,0.0,14.3,0.0,no,predictive,26.7,4.7,24,21,91.9,semi_skilled,10.4,0.0,no,no,80.3,SUP-034,512.0,4.78,1.09,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9488,98.1967,350.5,0.757,89.8,48.9,,8.1,147.2,9431.72,16305.9,10.44,0.0,2.61,150,6450.0,1292.61,50.3,66.0514
MFG-LINE-PLT-004-04,PLT-004,WC-047,SHF-PLT-004-20230218-1,2023-02-18,1,430.6,PRD-2023-SKU-04346,industrial_machinery,WO-2023-24771,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,321.547,60.772,288.53,800.02,293.46,421.82,0.189,WC-001,327.3,92.54,WC-002,309.12,88,70,69,1,0,1,11.16,12.43,0.8978,99.6854,70,0.3,0,-20.45,0.69,402.3,356.8,0.8869,0.9473,0.9857,0.8281,23.13,27.94,45.5,3.9,1,equipment_failure,good,availability_loss,8.6,1,45.5,28.3,3,143.5,15.2,35.2,yes,35.2,4.7,0.0,0.0,5.6,0.0,yes,corrective,24.6,6.6,15,14,75.4,skilled,0.4,0.0,no,no,12.9,SUP-108,3146.0,4.23,0.91,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6854,99.16,176.0,2.551,36.9,18.0,,8.3,73.9,3179.87,4279.42,41.13,0.0,10.28,100,4550.0,920.28,27.0,149.8317
MFG-LINE-PLT-004-02,PLT-004,WC-047,SHF-PLT-004-20230922-1,2023-09-22,1,422.1,PRD-2023-SKU-05771,industrial_machinery,WO-2023-07374,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,244.985,46.302,229.99,674.14,242.79,321.38,0.189,WC-001,268.25,99.54,WC-002,228.99,112,99,98,1,0,1,14.66,16.0,0.9163,99.5668,99,0.6,2,-11.61,0.63,422.1,405.1,0.9597,0.9164,0.9899,0.8706,25.52,29.31,17.0,9.0,1,reduced_speed,world_class,performance_loss,0.0,0,17.0,0.0,1,422.1,17.0,17.0,no,17.0,0.0,0.0,0.0,0.0,0.0,no,corrective,6.1,7.5,24,22,81.0,skilled,7.4,1.3,no,no,67.1,SUP-106,4332.0,4.13,0.88,1.01,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5668,97.1408,396.0,4.041,79.2,36.0,,7.3,166.3,8024.94,7606.63,29.34,0.0,7.33,100,1700.0,347.33,61.0,189.1452
MFG-LINE-PLT-003-04,PLT-003,WC-003,SHF-PLT-003-20241205-1,2024-12-05,1,452.8,PRD-2024-SKU-04163,electronics_pcb,WO-2024-92361,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.628,1.531,28.56,77.61,30.9,33.15,0.05,WC-003,31.65,93.93,WC-001,0.0,1002,733,732,1,0,1,117.44,132.84,0.8841,99.979,733,1.2,4,-26.85,5.39,452.8,407.7,0.9004,0.812,0.9986,0.7301,22.96,31.45,45.1,169.7,1,idling_minor_stops,good,performance_loss,33.3,2,45.1,0.0,4,113.2,11.3,18.4,no,18.4,0.0,20.5,6.2,0.0,0.0,no,preventive,11.0,6.2,21,18,62.9,skilled,10.5,0.0,no,no,46.7,SUP-178,210.0,5.03,1.18,1.31,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.979,99.5824,402.6,0.55,105.6,22.2,,8.6,169.1,8743.39,16020.74,10.14,0.0,2.54,150,6765.0,1355.54,32.9,43.9846
MFG-LINE-PLT-004-01,PLT-004,WC-017,SHF-PLT-004-20240515-1,2024-05-15,1,443.0,PRD-2024-SKU-08298,industrial_machinery,WO-2024-36990,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,277.01,13.85,255.67,439.06,271.98,299.86,0.05,WC-005,288.06,94.54,WC-004,259.82,126,82,81,1,0,1,12.95,17.19,0.7533,99.86,82,0.7,1,-34.92,10.97,443.0,380.0,0.8578,0.7531,0.9878,0.6381,19.63,30.76,63.0,26.9,1,reduced_speed,average,performance_loss,0.0,0,63.0,0.0,5,88.6,12.6,23.0,no,0.0,33.5,0.0,26.2,3.2,0.0,no,corrective,28.6,4.5,2,1,93.9,semi_skilled,11.6,0.0,no,no,19.6,SUP-155,1400.0,4.49,1.0,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.86,97.8076,170.5,2.105,31.2,18.9,,8.6,71.6,393.9,435.92,28.22,0.0,7.05,100,6300.0,1267.05,62.6,38.8131
MFG-LINE-PLT-003-02,PLT-003,WC-026,SHF-PLT-003-20200724-2,2020-07-24,2,470.7,PRD-2020-SKU-09724,electronics_pcb,WO-2020-98724,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,40.807,4.897,34.79,50.19,41.79,48.89,0.12,WC-001,40.09,89.32,WC-001,0.0,773,542,541,1,0,1,88.2,98.63,0.8943,99.9137,542,0.1,0,-29.88,4.31,470.7,368.7,0.7833,0.8943,0.9982,0.6992,22.85,32.69,102.0,64.1,1,equipment_failure,average,availability_loss,0.0,0,102.0,0.0,5,94.1,20.4,34.7,yes,49.8,0.0,9.7,0.0,0.0,42.5,no,preventive,24.8,6.0,19,16,87.4,multi_skilled,10.6,0.0,no,no,73.9,SUP-171,863.0,4.63,1.04,1.09,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9137,97.6169,423.1,0.782,86.8,55.6,,8.0,177.7,2325.39,4009.92,14.43,0.0,3.61,150,15300.0,3063.61,31.3,26.167
MFG-LINE-PLT-010-02,PLT-010,WC-045,SHF-PLT-010-20210403-1,2021-04-03,1,462.1,PRD-2021-SKU-09444,industrial_machinery,WO-2021-91251,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,297.136,51.999,255.17,543.2,272.99,382.93,0.175,WC-005,321.47,98.35,WC-001,284.76,95,79,78,1,0,1,12.02,12.38,0.9709,99.8219,79,0.1,0,-16.84,0.63,462.1,438.5,0.9489,0.8734,0.9873,0.8183,26.26,32.09,23.6,11.5,1,reduced_speed,good,performance_loss,44.3,2,23.6,0.0,3,154.0,7.9,11.0,no,0.0,0.0,19.9,0.0,3.7,0.0,no,emergency,32.7,7.9,17,16,92.4,expert,5.1,0.0,no,no,83.5,SUP-179,1781.0,4.41,0.97,1.07,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.8219,97.6108,236.9,3.037,42.9,28.6,,8.0,99.5,3223.59,2755.31,68.8,0.0,17.2,100,2360.0,489.2,47.7,146.3346
MFG-LINE-PLT-005-03,PLT-005,WC-047,SHF-PLT-005-20231028-1,2023-10-28,1,453.4,PRD-2023-SKU-02251,automotive_body,WO-2023-50097,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,59.157,2.958,52.16,108.0,58.07,64.04,0.05,WC-002,59.86,91.99,WC-001,0.0,480,254,253,1,0,1,60.77,63.6,0.9555,99.9513,254,0.5,1,-47.08,2.09,453.4,277.6,0.6122,0.8633,0.9961,0.5264,16.57,31.48,175.8,40.2,1,setup_adjustment,average,availability_loss,26.8,1,175.8,0.0,5,90.7,35.2,95.4,yes,109.4,60.9,0.0,0.0,5.5,0.0,no,preventive,32.9,6.4,19,16,70.6,expert,10.9,0.0,no,no,17.4,SUP-109,487.0,4.8,1.1,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9513,99.0894,530.0,2.095,136.6,43.4,10.6,8.3,222.6,2469.51,5031.04,61.56,0.0,15.39,200,35160.0,7047.39,36.6,91.4498
MFG-LINE-PLT-010-03,PLT-010,WC-017,SHF-PLT-010-20200110-2,2020-01-10,2,460.4,PRD-2020-SKU-07912,industrial_machinery,WO-2020-17368,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.776,5.013,39.48,124.21,40.93,50.05,0.12,WC-008,46.48,99.9,WC-009,0.0,792,206,205,1,0,1,85.78,103.45,0.8292,99.8031,206,1.3,2,-73.99,1.67,435.7,279.5,0.6415,0.4275,0.9951,0.2729,8.26,30.26,156.2,275.9,1,reduced_speed,poor,performance_loss,160.1,4,156.2,24.7,5,92.1,31.2,99.4,yes,99.4,8.0,7.4,0.0,4.9,36.4,yes,corrective,29.1,5.5,19,16,73.5,skilled,11.7,0.0,no,no,35.5,SUP-110,1969.0,4.38,0.96,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8031,97.1189,597.4,2.914,128.1,76.6,,8.1,250.9,3401.73,2985.78,54.04,0.0,13.51,100,15620.0,3137.51,68.9,85.4622
MFG-LINE-PLT-005-03,PLT-005,WC-037,SHF-PLT-005-20230811-1,2023-08-11,1,477.9,PRD-2023-SKU-08727,automotive_body,WO-2023-87167,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,74.209,3.71,65.9,138.77,74.05,80.33,0.05,WC-002,74.18,90.87,WC-001,10.61,506,323,322,1,0,1,48.37,63.6,0.7605,99.9805,323,0.8,1,-36.17,8.08,477.9,400.6,0.8383,0.7605,0.9969,0.6356,21.1,33.19,77.3,101.7,1,idling_minor_stops,average,performance_loss,0.0,0,77.3,0.0,4,119.5,19.3,33.3,yes,53.8,0.0,16.1,0.0,7.4,0.0,no,emergency,32.9,5.5,6,5,88.7,semi_skilled,14.0,0.0,yes,no,29.8,SUP-183,195.0,5.05,1.18,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9805,98.2086,576.1,1.789,130.5,82.5,11.5,8.6,242.0,837.78,1502.6,42.92,0.0,10.73,200,15460.0,3102.73,25.9,50.3216
MFG-LINE-PLT-010-04,PLT-010,WC-031,SHF-PLT-010-20230531-1,2023-05-31,1,440.8,PRD-2023-SKU-04110,industrial_machinery,WO-2023-06732,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,338.986,40.678,300.9,850.3,354.55,406.1,0.12,WC-006,360.04,96.55,WC-007,325.37,99,66,65,1,0,1,10.46,13.62,0.768,99.5173,66,0.6,1,-33.33,0.52,440.8,378.4,0.8584,0.7683,0.9848,0.6495,19.88,30.61,62.4,19.9,1,reduced_speed,average,performance_loss,0.0,0,62.4,0.0,3,146.9,20.8,21.6,no,21.2,19.6,0.0,0.0,21.6,0.0,no,predictive,14.7,6.8,20,17,65.7,semi_skilled,15.0,0.0,no,no,27.7,SUP-083,4827.0,4.09,0.86,0.87,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5173,97.8867,247.2,3.803,56.8,19.6,,7.5,103.8,6331.62,9461.3,89.34,0.0,22.34,100,6240.0,1270.34,38.2,333.6825
MFG-LINE-PLT-005-05,PLT-005,WC-006,SHF-PLT-005-20200207-1,2020-02-07,1,465.7,PRD-2020-SKU-04716,automotive_body,WO-2020-17278,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,100.201,3.006,86.8,276.65,101.02,105.16,0.03,WC-001,100.3,91.0,WC-002,41.18,457,269,268,1,0,1,35.87,59.02,0.6078,99.9746,269,2.8,8,-41.14,1.73,465.7,465.7,1.0,0.5872,0.9963,0.585,18.92,32.34,0.0,189.1,1,idling_minor_stops,average,performance_loss,15.8,1,0.0,0.0,0,465.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,23.7,5.0,24,20,63.3,trainee,14.5,0.0,no,no,85.3,SUP-166,254.0,4.98,1.16,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9746,99.8891,482.9,1.802,99.5,59.9,9.7,8.6,202.8,8231.21,16369.09,50.13,0.0,12.53,200,0.0,12.53,41.8,142.1092
MFG-LINE-PLT-010-01,PLT-010,WC-038,SHF-PLT-010-20201019-1,2020-10-19,1,437.8,PRD-2020-SKU-06627,industrial_machinery,WO-2020-99397,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,315.509,25.241,269.45,900.46,317.79,357.16,0.08,WC-003,331.22,95.44,WC-004,302.64,93,39,38,1,0,1,11.3,12.87,0.878,99.9165,39,1.0,3,-58.06,5.21,437.8,370.4,0.846,0.4909,0.9744,0.4046,12.3,30.4,67.4,40.5,1,idling_minor_stops,poor,performance_loss,163.4,4,67.4,0.0,4,109.4,16.8,28.7,no,15.3,43.2,0.0,8.8,0.0,0.0,no,predictive,19.7,6.5,2,1,83.3,skilled,9.8,0.4,no,no,26.5,SUP-196,835.0,4.64,1.05,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9165,98.1727,102.5,2.698,20.3,15.1,,8.2,43.0,214.24,459.27,35.12,0.0,8.78,100,6740.0,1356.78,64.2,53.7682
MFG-LINE-PLT-004-03,PLT-004,WC-026,SHF-PLT-004-20240207-3,2024-02-07,3,445.1,PRD-2024-SKU-09930,industrial_machinery,WO-2024-80049,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,186.027,9.301,168.72,339.17,186.75,201.37,0.05,WC-001,192.06,93.86,WC-005,158.94,200,114,113,1,0,1,19.29,27.09,0.7121,99.7379,114,3.9,11,-43.0,0.9,445.1,404.4,0.9086,0.6244,0.9912,0.5623,17.38,30.91,40.7,68.6,1,idling_minor_stops,average,performance_loss,49.9,4,40.7,0.0,3,148.4,13.6,20.0,no,20.0,0.0,0.0,13.3,7.3,0.0,no,corrective,22.2,6.7,21,17,79.2,semi_skilled,16.2,0.0,no,no,38.5,SUP-071,2621.0,4.29,0.93,1.06,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7379,97.6788,349.6,3.094,65.7,22.7,,7.9,146.8,4535.4,10954.89,63.95,0.0,15.99,100,4070.0,829.99,31.6,201.5981
MFG-LINE-PLT-004-01,PLT-004,WC-041,SHF-PLT-004-20200924-2,2020-09-24,2,446.7,PRD-2020-SKU-06561,industrial_machinery,WO-2020-46133,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,225.581,11.279,203.67,328.74,226.12,244.19,0.05,WC-003,232.46,93.68,WC-001,208.39,127,79,78,1,0,1,15.87,17.19,0.9232,99.9544,79,3.0,9,-37.8,0.65,414.6,266.5,0.6428,1.0,0.9873,0.6347,18.28,28.79,148.1,0.0,1,equipment_failure,average,availability_loss,0.0,0,148.1,32.1,6,74.5,24.7,49.3,yes,105.3,14.9,7.6,0.0,0.0,20.4,yes,preventive,28.6,6.5,19,16,66.6,expert,12.1,0.0,no,yes,13.2,SUP-051,456.0,4.82,1.11,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9544,98.6847,413.6,5.303,79.2,40.7,,6.5,173.7,4971.0,8735.08,36.98,0.0,9.24,100,14810.0,2971.24,69.4,213.1731
MFG-LINE-PLT-003-05,PLT-003,WC-007,SHF-PLT-003-20211124-2,2021-11-24,2,478.0,PRD-2021-SKU-05940,electronics_pcb,WO-2021-06577,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,41.935,5.032,38.61,52.37,42.08,50.24,0.12,WC-003,45.25,98.09,WC-004,0.0,733,509,508,1,0,1,85.8,92.07,0.9319,99.9582,509,0.1,0,-30.56,6.38,478.0,445.6,0.9322,0.7443,0.998,0.6925,22.99,33.2,32.4,174.9,1,idling_minor_stops,average,performance_loss,89.7,4,32.4,0.0,2,239.0,16.2,16.3,no,0.0,16.3,16.2,0.0,0.0,0.0,no,preventive,2.5,7.5,11,10,74.0,expert,3.5,0.0,no,no,52.9,SUP-161,418.0,4.84,1.11,1.24,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9582,98.3706,147.3,0.29,35.7,21.0,,9.3,61.9,4265.95,6871.03,7.78,0.0,1.95,150,4860.0,973.95,61.8,29.7185
MFG-LINE-PLT-004-05,PLT-004,WC-025,SHF-PLT-004-20210818-1,2021-08-18,1,438.0,PRD-2021-SKU-01255,industrial_machinery,WO-2021-37964,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,156.722,7.836,143.4,356.8,155.77,169.65,0.05,WC-005,161.01,93.39,WC-002,132.93,173,161,160,1,0,1,22.89,23.79,0.9622,99.9668,161,0.2,0,-6.94,4.38,395.8,387.9,0.98,1.0,0.9938,0.974,26.77,27.49,7.9,0.0,1,setup_adjustment,world_class,availability_loss,8.2,1,7.9,42.2,1,438.0,7.9,7.9,no,0.0,0.0,0.0,7.9,0.0,0.0,yes,corrective,3.8,7.0,6,5,68.3,expert,5.7,0.0,no,yes,11.8,SUP-114,332.0,4.9,1.13,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.9668,98.5638,584.2,3.651,131.1,30.5,,7.6,245.4,1567.58,1904.15,63.96,0.0,15.99,100,790.0,173.99,50.6,86.0581
MFG-LINE-PLT-010-02,PLT-010,WC-025,SHF-PLT-010-20220930-3,2022-09-30,3,479.1,PRD-2022-SKU-09772,industrial_machinery,WO-2022-60069,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,360.429,68.121,320.01,707.46,365.67,472.83,0.189,WC-002,379.37,95.69,WC-004,348.05,98,70,69,1,0,1,9.88,12.38,0.7981,99.7597,70,9.1,23,-28.57,0.72,479.1,425.2,0.8875,0.7981,0.9857,0.6982,23.23,33.27,53.9,17.7,1,idling_minor_stops,average,performance_loss,0.0,0,53.9,0.0,2,239.6,27.0,31.3,yes,22.6,0.0,0.0,0.0,0.0,31.3,no,preventive,32.7,6.3,14,12,91.1,skilled,13.2,0.0,no,no,19.0,SUP-040,2403.0,4.32,0.94,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7597,97.3401,252.6,3.661,47.1,13.9,,7.6,106.1,2962.01,3394.56,24.66,0.0,6.17,100,5390.0,1084.17,29.2,117.1416
MFG-LINE-PLT-010-01,PLT-010,WC-042,SHF-PLT-010-20241223-1,2024-12-23,1,452.2,PRD-2024-SKU-03362,industrial_machinery,WO-2024-30686,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,354.627,28.37,315.18,1025.43,373.2,401.44,0.08,WC-004,360.64,92.45,WC-002,341.76,96,67,66,1,0,1,10.07,12.87,0.7824,99.8835,67,4.7,10,-30.21,8.76,452.2,399.4,0.8832,0.782,0.9851,0.6804,21.37,31.4,52.8,18.7,1,reduced_speed,average,performance_loss,0.0,0,52.8,0.0,5,90.4,10.6,21.2,no,21.2,13.6,0.0,12.9,5.1,0.0,no,corrective,19.7,6.5,2,1,91.8,semi_skilled,3.0,0.8,no,no,25.1,SUP-120,1165.0,4.54,1.01,1.13,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8835,97.2125,190.9,2.892,47.3,18.1,,8.1,80.2,486.17,413.35,15.79,0.0,3.95,100,5280.0,1059.95,63.5,29.6583
MFG-LINE-PLT-002-03,PLT-002,WC-018,SHF-PLT-002-20211003-2,2021-10-03,2,463.8,PRD-2021-SKU-08889,electronics_pcb,WO-2021-60950,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.989,2.449,46.08,61.47,49.04,53.03,0.05,WC-003,50.95,94.55,WC-008,0.0,636,502,501,1,0,1,73.4,82.38,0.891,99.9781,502,2.4,5,-21.07,9.26,463.8,424.2,0.9146,0.8618,0.998,0.7867,25.34,32.21,39.6,80.5,1,reduced_speed,good,performance_loss,13.9,1,39.6,0.0,2,231.9,19.8,31.2,yes,31.2,0.0,0.0,8.4,0.0,0.0,no,corrective,13.3,5.5,8,7,70.7,expert,4.7,0.3,no,no,78.5,SUP-163,219.0,5.02,1.17,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9781,99.6737,132.3,0.264,29.8,12.3,,9.3,55.6,1334.87,2799.64,8.26,0.0,2.06,150,5940.0,1190.06,31.8,16.529
MFG-LINE-PLT-007-01,PLT-007,WC-034,SHF-PLT-007-20201120-1,2020-11-20,1,453.0,PRD-2020-SKU-01000,industrial_machinery,WO-2020-62724,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,189.953,5.699,166.01,556.14,192.7,199.36,0.03,WC-009,194.55,93.11,WC-007,168.79,159,114,113,1,0,1,18.85,21.16,0.8908,99.968,114,4.3,12,-28.3,4.99,453.0,362.9,0.8011,0.8905,0.9912,0.7072,22.25,31.46,90.1,14.0,1,setup_adjustment,good,availability_loss,0.0,0,90.1,0.0,3,151.0,30.0,65.3,yes,65.3,0.0,15.3,9.5,0.0,0.0,no,preventive,27.1,6.1,4,3,68.7,skilled,14.2,2.0,no,no,33.0,SUP-105,320.0,4.91,1.14,1.26,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.968,98.47,293.7,2.599,52.9,19.2,,8.3,123.4,1347.82,1392.79,66.44,0.0,16.61,100,9010.0,1818.61,32.6,91.2812
MFG-LINE-PLT-004-07,PLT-004,WC-039,SHF-PLT-004-20200115-2,2020-01-15,2,428.0,PRD-2020-SKU-02646,industrial_machinery,WO-2020-70921,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,269.771,13.489,233.95,501.9,262.92,292.03,0.05,WC-003,281.35,94.81,WC-001,251.72,128,46,45,1,0,1,13.22,18.05,0.7324,99.4043,46,0.5,1,-64.06,2.1,428.0,233.5,0.5456,0.6546,0.9783,0.3494,10.39,29.72,194.5,24.3,1,setup_adjustment,poor,availability_loss,24.8,1,194.5,0.0,10,42.8,19.5,54.7,yes,99.3,40.1,45.8,9.4,0.0,0.0,no,predictive,22.9,5.9,4,3,69.9,semi_skilled,13.0,0.0,no,no,22.5,SUP-182,5957.0,4.01,0.84,0.86,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.4043,96.7244,110.1,2.446,25.6,10.5,,8.4,46.2,472.27,627.07,18.81,0.0,4.7,100,19450.0,3894.7,68.0,43.6578
MFG-LINE-PLT-005-03,PLT-005,WC-031,SHF-PLT-005-20221017-3,2022-10-17,3,430.2,PRD-2022-SKU-01556,automotive_body,WO-2022-75156,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,80.769,4.038,69.25,145.48,81.53,87.43,0.05,WC-001,82.0,92.3,WC-002,17.17,455,203,202,1,0,1,44.46,63.6,0.6991,99.8714,203,2.8,6,-55.38,3.52,430.2,274.0,0.6369,0.699,0.9951,0.443,13.23,29.87,156.2,87.4,1,equipment_failure,poor,availability_loss,0.0,0,156.2,0.0,6,71.7,26.0,55.4,yes,77.5,27.1,29.6,22.0,0.0,0.0,no,corrective,32.9,4.0,9,8,87.9,semi_skilled,4.0,0.0,no,no,17.7,SUP-056,1286.0,4.51,1.0,1.15,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.8714,99.4304,545.2,2.699,151.7,64.7,10.9,7.8,229.0,2510.49,3103.47,86.62,0.0,21.66,200,31240.0,6269.66,25.3,114.8407
MFG-LINE-PLT-005-01,PLT-005,WC-035,SHF-PLT-005-20240217-2,2024-02-17,2,443.0,PRD-2024-SKU-07107,automotive_body,WO-2024-44980,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.771,4.893,37.41,119.93,44.07,48.84,0.12,WC-004,47.56,99.9,WC-003,0.0,772,478,477,1,0,1,88.29,104.65,0.8437,99.9585,478,0.3,1,-38.08,8.08,443.0,338.2,0.7634,0.8103,0.9979,0.6173,18.99,30.76,104.8,111.9,1,setup_adjustment,average,availability_loss,13.4,1,104.8,0.0,4,110.8,26.2,48.9,yes,17.9,29.4,0.0,0.0,8.5,48.9,no,preventive,20.8,5.9,9,8,84.1,skilled,6.3,0.0,no,no,18.6,SUP-126,415.0,4.84,1.11,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9585,98.933,1513.5,3.173,390.6,207.1,30.3,7.5,635.7,3332.05,5530.75,23.91,0.0,5.98,200,20960.0,4197.98,45.3,42.5404
MFG-LINE-PLT-002-04,PLT-002,WC-046,SHF-PLT-002-20240929-3,2024-09-29,3,460.9,PRD-2024-SKU-07041,electronics_pcb,WO-2024-35018,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,20.314,4.337,17.34,26.54,19.28,27.47,0.213,WC-005,24.67,99.9,WC-001,0.0,1954,979,975,4,2,2,177.15,255.32,0.6938,99.6577,981,5.7,16,-49.9,9.76,460.9,331.6,0.7195,0.6938,0.9959,0.4971,15.91,32.01,129.3,432.1,4,idling_minor_stops,poor,performance_loss,0.0,0,129.3,0.0,6,76.8,21.5,37.3,yes,89.3,24.2,6.2,0.0,0.0,9.6,no,preventive,15.6,5.8,14,13,79.6,semi_skilled,6.8,0.0,yes,no,80.7,SUP-001,3423.0,4.2,0.9,0.94,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,yes,no,99.6577,99.3908,1100.8,1.129,194.3,91.1,,7.2,462.3,6062.58,11034.23,13.71,27.42,6.86,150,19395.0,3913.28,27.1,31.3014
MFG-LINE-PLT-010-03,PLT-010,WC-038,SHF-PLT-010-20200913-1,2020-09-13,1,473.8,PRD-2020-SKU-03294,industrial_machinery,WO-2020-99817,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.544,4.865,36.25,97.83,38.41,48.57,0.12,WC-008,44.41,99.59,WC-007,0.0,815,552,551,1,0,1,88.75,103.45,0.8579,99.8397,552,2.7,10,-32.27,9.97,473.8,413.2,0.8721,0.7748,0.9982,0.6745,22.19,32.9,60.6,160.4,1,reduced_speed,average,performance_loss,40.1,1,60.6,0.0,3,157.9,20.2,29.4,no,55.1,0.0,0.0,5.5,0.0,0.0,no,predictive,29.1,5.5,8,7,87.7,skilled,6.3,1.2,no,no,89.5,SUP-109,1603.0,4.45,0.98,1.1,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8397,97.5354,1786.3,3.242,366.6,160.5,,7.8,750.2,2581.87,4881.42,37.1,0.0,9.28,100,6060.0,1221.28,65.3,50.7123
MFG-LINE-PLT-008-02,PLT-008,WC-032,SHF-PLT-008-20230828-1,2023-08-28,1,425.4,PRD-2023-SKU-09107,medical_devices,WO-2023-96641,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,61.656,4.933,54.1,103.92,60.63,69.8,0.08,WC-003,62.73,92.49,WC-002,0.0,659,339,338,1,0,1,58.24,93.02,0.6261,99.9807,339,2.3,6,-48.56,5.96,425.4,380.3,0.894,0.575,0.9971,0.5125,15.14,29.54,45.1,250.6,1,idling_minor_stops,average,performance_loss,31.0,2,45.1,0.0,2,212.7,22.6,32.9,yes,0.0,0.0,12.2,0.0,0.0,32.9,no,preventive,8.4,7.9,9,8,85.2,trainee,0.7,0.0,no,no,63.6,SUP-018,193.0,5.05,1.18,1.34,contamination,functional_failure,automated_vision,yes,no,no,no,99.9807,98.4086,300.1,0.888,75.0,33.5,,8.5,126.0,3314.09,2799.55,13.78,0.0,3.44,250,11275.0,2258.44,50.4,31.9085
MFG-LINE-PLT-009-02,PLT-009,WC-049,SHF-PLT-009-20210403-1,2021-04-03,1,442.2,PRD-2021-SKU-04913,automotive_body,WO-2021-65634,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.26,1.863,34.67,50.11,37.95,40.33,0.05,WC-002,37.77,92.15,WC-003,0.0,803,567,566,1,0,1,96.51,109.09,0.8847,99.97,567,0.3,0,-29.39,10.97,442.2,366.8,0.8295,0.8501,0.9982,0.7039,21.62,30.71,75.4,100.0,1,setup_adjustment,good,availability_loss,14.3,1,75.4,0.0,7,63.2,10.8,22.6,no,22.6,0.0,32.2,20.6,0.0,0.0,no,preventive,14.2,5.5,9,7,65.7,skilled,13.5,0.0,no,no,24.4,SUP-156,300.0,4.93,1.14,1.21,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.97,99.911,1468.2,2.594,337.6,200.6,29.4,7.9,616.6,2251.86,4790.99,15.35,0.0,3.84,200,15080.0,3019.84,53.3,27.8203
MFG-LINE-PLT-004-02,PLT-004,WC-015,SHF-PLT-004-20221022-2,2022-10-22,2,449.2,PRD-2022-SKU-05960,industrial_machinery,WO-2022-70967,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,302.488,64.581,285.38,671.28,311.91,409.05,0.213,WC-002,304.3,91.45,WC-001,286.49,119,79,78,1,0,1,11.88,16.0,0.7425,99.5444,79,9.2,35,-33.61,0.95,449.2,398.9,0.888,0.7427,0.9873,0.6512,20.31,31.19,50.3,27.4,1,reduced_speed,average,performance_loss,0.0,0,50.3,0.0,4,112.3,12.6,20.6,no,20.6,13.0,10.1,6.5,0.0,0.0,no,corrective,6.1,6.8,13,11,85.1,semi_skilled,9.6,0.0,yes,no,18.6,SUP-150,4556.0,4.11,0.87,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5444,97.8258,119.3,1.529,24.6,13.3,,9.0,50.1,1816.29,4035.38,34.57,0.0,8.64,100,5030.0,1014.64,31.0,110.0346
MFG-LINE-PLT-003-01,PLT-003,WC-026,SHF-PLT-003-20230130-2,2023-01-30,2,459.3,PRD-2023-SKU-02150,electronics_pcb,WO-2023-22497,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,36.706,1.835,33.93,99.19,36.98,39.73,0.05,WC-004,38.46,95.26,WC-006,0.0,1342,428,427,1,0,1,98.07,175.61,0.5585,99.8817,428,9.7,22,-68.11,4.29,459.3,293.6,0.6392,0.4981,0.9977,0.3176,10.13,31.9,165.7,431.3,1,idling_minor_stops,poor,performance_loss,31.8,1,165.7,0.0,13,35.3,12.7,33.8,yes,11.8,6.4,48.4,11.7,11.4,76.0,no,corrective,24.0,4.0,14,13,89.8,trainee,6.7,0.0,no,yes,71.5,SUP-127,1183.0,4.54,1.01,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8817,99.2858,294.6,0.69,54.6,17.3,,8.3,123.7,3949.42,5894.62,9.11,0.0,2.28,150,24855.0,4973.28,44.1,32.1853
MFG-LINE-PLT-003-02,PLT-003,WC-036,SHF-PLT-003-20240406-1,2024-04-06,1,430.2,PRD-2024-SKU-03902,electronics_pcb,WO-2024-13994,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,59.128,7.095,54.63,160.46,61.13,70.83,0.12,WC-001,55.25,84.94,WC-001,0.0,705,364,363,1,0,1,60.81,98.63,0.6165,99.8069,364,1.0,3,-48.37,3.89,430.2,398.8,0.927,0.5552,0.9973,0.5133,15.34,29.88,31.4,291.6,1,reduced_speed,average,performance_loss,39.7,4,31.4,0.0,3,143.4,10.5,18.1,no,18.1,10.7,0.0,0.0,2.6,0.0,no,predictive,24.8,6.7,14,13,73.2,trainee,2.0,0.0,no,no,23.6,SUP-065,1931.0,4.39,0.96,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8069,98.1274,247.2,0.681,46.5,28.3,,8.3,103.8,3157.29,3960.68,19.91,0.0,4.98,150,4710.0,946.98,54.3,39.5736
MFG-LINE-PLT-001-02,PLT-001,WC-032,SHF-PLT-001-20200715-2,2020-07-15,2,438.5,PRD-2020-SKU-03477,pharmaceutical,WO-2020-58888,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,55.25,9.669,50.4,100.75,56.55,71.2,0.175,WC-002,62.08,99.9,WC-004,0.0,517,434,433,1,0,1,65.14,70.87,0.9191,99.979,434,0.1,0,-16.05,5.93,438.5,399.8,0.9117,0.9192,0.9977,0.8361,25.46,30.45,38.7,38.1,1,setup_adjustment,good,availability_loss,0.0,0,38.7,0.0,4,109.6,9.7,14.4,no,14.4,0.0,0.0,17.0,7.3,0.0,no,preventive,22.7,7.0,11,10,85.7,expert,7.5,0.2,no,no,26.8,SUP-179,210.0,5.03,1.18,1.34,contamination,labelling,100pct_manual,yes,no,no,no,99.979,97.4458,767.3,1.772,176.1,46.3,,7.6,322.3,1986.27,4607.12,35.35,0.0,8.84,300,11610.0,2330.84,37.9,50.6589
MFG-LINE-PLT-010-01,PLT-010,WC-031,SHF-PLT-010-20240117-3,2024-01-17,3,475.3,PRD-2024-SKU-06226,industrial_machinery,WO-2024-81583,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,348.702,27.896,306.27,924.22,338.22,394.73,0.08,WC-004,369.18,96.25,WC-002,335.83,101,71,70,1,0,1,10.22,12.87,0.7941,99.8134,71,0.7,2,-29.7,2.95,475.3,441.6,0.9291,0.7496,0.9859,0.6866,22.66,33.0,33.7,23.7,1,reduced_speed,average,performance_loss,24.7,1,33.7,0.0,1,475.3,33.7,33.7,yes,0.0,33.7,0.0,0.0,0.0,0.0,no,emergency,19.7,6.3,4,3,86.7,skilled,10.3,0.0,no,no,67.6,SUP-010,1866.0,4.4,0.97,1.0,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8134,99.7034,264.5,3.778,47.2,28.4,,7.5,111.1,831.88,1936.28,89.77,0.0,22.44,100,3370.0,696.44,64.6,130.5976
MFG-LINE-PLT-002-01,PLT-002,WC-004,SHF-PLT-002-20220109-1,2022-01-09,1,438.5,PRD-2022-SKU-09690,electronics_pcb,WO-2022-56941,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,47.621,2.381,40.59,93.16,48.27,51.55,0.05,WC-002,48.71,92.98,WC-001,0.0,690,480,479,1,0,1,75.52,94.49,0.7992,99.945,480,0.6,1,-30.43,4.1,438.5,414.8,0.946,0.7348,0.9979,0.6936,21.12,30.45,23.7,173.3,1,idling_minor_stops,average,performance_loss,33.5,1,23.7,0.0,2,219.3,11.9,21.7,no,0.0,21.7,0.0,0.0,2.0,0.0,no,preventive,26.7,6.4,18,16,68.1,semi_skilled,5.6,0.0,no,no,89.0,SUP-181,550.0,4.76,1.09,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.945,99.5867,176.8,0.369,44.0,21.4,,9.1,74.3,2977.8,2725.76,23.09,0.0,5.77,150,3555.0,716.77,71.7,35.0454
MFG-LINE-PLT-002-02,PLT-002,WC-002,SHF-PLT-002-20230626-2,2023-06-26,2,438.5,PRD-2023-SKU-04632,electronics_pcb,WO-2023-54996,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.614,0.438,13.77,25.07,14.51,15.34,0.03,WC-006,15.02,93.44,WC-009,0.0,2055,1750,1749,1,0,1,246.29,281.25,0.8757,99.9869,1750,0.9,2,-14.84,21.75,438.5,426.3,0.9722,0.8757,0.9994,0.8509,25.91,30.45,12.2,248.4,1,idling_minor_stops,world_class,performance_loss,0.0,0,12.2,0.0,1,438.5,12.2,12.2,no,0.0,0.0,12.2,0.0,0.0,0.0,no,corrective,2.0,5.3,12,11,76.9,multi_skilled,8.0,0.0,no,no,22.1,SUP-077,131.0,5.15,1.22,1.4,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9869,98.29,1096.6,0.627,228.5,135.9,,8.4,460.6,4781.75,7538.52,15.49,0.0,3.87,150,1830.0,369.87,70.0,22.543
MFG-LINE-PLT-008-01,PLT-008,WC-017,SHF-PLT-008-20230919-3,2023-09-19,3,469.4,PRD-2023-SKU-05618,medical_devices,WO-2023-02740,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,138.872,16.665,130.64,394.63,133.53,166.37,0.12,WC-001,143.61,94.01,WC-003,107.26,247,189,188,1,0,1,25.9,31.61,0.8194,99.986,189,0.8,2,-23.48,1.72,469.4,437.9,0.9329,0.8193,0.9947,0.7603,24.78,32.6,31.5,41.7,1,idling_minor_stops,good,performance_loss,0.0,0,31.5,0.0,2,234.7,15.7,23.1,no,0.0,0.0,23.1,0.0,0.0,8.4,no,preventive,7.3,6.5,19,14,89.5,skilled,24.3,0.0,no,no,68.1,SUP-086,140.0,5.13,1.21,1.22,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.986,99.2525,151.7,0.807,27.0,9.0,,8.7,63.7,6646.99,7084.9,20.65,0.0,5.16,250,7875.0,1580.16,37.4,93.8018
MFG-LINE-PLT-002-02,PLT-002,WC-019,SHF-PLT-002-20220510-2,2022-05-10,2,467.2,PRD-2022-SKU-03072,electronics_pcb,WO-2022-77124,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.931,0.418,12.14,23.63,13.75,14.62,0.03,WC-004,14.19,92.61,WC-003,0.0,2189,2012,2011,1,0,1,258.38,281.25,0.9187,99.9886,2012,1.3,3,-8.09,14.35,467.2,467.2,1.0,0.9187,0.9995,0.9182,29.79,32.45,0.0,178.1,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,467.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,6.7,22,18,72.7,expert,14.4,0.0,no,no,11.8,SUP-150,114.0,5.19,1.23,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9886,99.3787,1353.4,0.673,321.5,195.9,,8.3,568.4,8558.38,6932.36,11.43,0.0,2.86,150,0.0,2.86,57.0,19.1387
MFG-LINE-PLT-002-02,PLT-002,WC-045,SHF-PLT-002-20220614-1,2022-06-14,1,446.2,PRD-2022-SKU-04009,electronics_pcb,WO-2022-04633,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.979,0.419,13.0,36.83,14.03,14.67,0.03,WC-002,13.92,90.55,WC-003,0.0,2091,1768,1767,1,0,1,257.49,281.25,0.9155,99.9861,1768,0.4,0,-15.45,11.88,446.2,412.0,0.9233,0.9155,0.9994,0.8449,26.18,30.98,34.2,163.2,1,reduced_speed,good,performance_loss,0.0,0,34.2,0.0,2,223.1,17.1,26.9,no,0.0,0.0,26.9,0.0,0.0,7.3,no,corrective,2.0,7.8,23,20,60.4,skilled,12.3,0.0,no,no,30.9,SUP-106,139.0,5.13,1.21,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9861,98.4807,1618.6,0.916,408.3,132.6,,7.7,679.8,7293.56,17066.64,9.05,0.0,2.26,150,5130.0,1028.26,65.2,22.8413
MFG-LINE-PLT-004-04,PLT-004,WC-041,SHF-PLT-004-20200722-1,2020-07-22,1,423.0,PRD-2020-SKU-08553,industrial_machinery,WO-2020-43579,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,374.199,79.892,333.86,582.11,394.06,506.02,0.213,WC-001,421.22,99.9,WC-002,361.77,87,61,60,1,0,1,9.61,12.43,0.7731,99.5361,61,1.6,4,-29.89,0.43,423.0,396.9,0.9383,0.7421,0.9836,0.6849,20.12,29.38,26.1,21.2,1,idling_minor_stops,average,performance_loss,15.9,1,26.1,0.0,2,211.5,13.1,20.5,no,0.0,20.5,5.7,0.0,0.0,0.0,no,corrective,24.6,5.1,23,20,70.3,semi_skilled,10.6,0.6,no,no,85.9,SUP-062,4639.0,4.1,0.87,0.97,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.5361,99.2675,166.4,2.773,36.4,19.5,,8.2,69.9,3361.63,3275.5,33.25,0.0,8.31,100,2610.0,530.31,59.8,144.423
MFG-LINE-PLT-004-04,PLT-004,WC-004,SHF-PLT-004-20200727-1,2020-07-27,1,473.8,PRD-2020-SKU-01156,industrial_machinery,WO-2020-36771,chemical_process,manual,2,parallel,Chennai_IN,industrial,354.2,289.7,328.973,62.176,304.69,646.73,300.57,431.56,0.189,WC-001,310.29,85.75,WC-002,316.54,97,71,70,1,0,1,10.87,12.43,0.8745,99.7911,71,1.2,4,-26.8,0.74,473.8,410.0,0.8654,0.836,0.9859,0.7133,23.47,32.91,63.8,13.9,1,idling_minor_stops,good,performance_loss,18.3,1,63.8,0.0,5,94.8,12.8,21.5,no,37.2,26.6,0.0,0.0,0.0,0.0,no,preventive,24.6,6.1,14,12,92.9,skilled,11.6,0.0,no,no,20.1,SUP-147,2089.0,4.36,0.95,0.99,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7911,96.9378,193.1,2.758,39.4,15.4,,8.2,81.1,5521.09,13547.51,28.6,0.0,7.15,100,6380.0,1283.15,63.1,301.4171
MFG-LINE-PLT-006-02,PLT-006,WC-006,SHF-PLT-006-20231212-2,2023-12-12,2,427.1,PRD-2023-SKU-03238,food_beverage,WO-2023-62095,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.885,0.946,6.88,19.4,7.78,9.45,0.12,WC-014,8.65,99.76,WC-020,0.0,3878,2963,2959,4,1,3,456.46,545.45,0.8369,99.8938,2964,0.8,2,-23.59,59.39,408.5,370.9,0.908,0.8788,0.9987,0.7968,22.6,28.37,37.6,408.6,4,reduced_speed,good,performance_loss,0.0,0,37.6,18.6,2,213.5,18.8,29.6,no,0.0,29.6,8.1,0.0,0.0,0.0,yes,preventive,15.5,5.7,9,7,90.6,skilled,13.3,0.0,no,yes,88.2,SUP-143,1062.0,4.57,1.02,1.11,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8938,97.495,1103.7,0.373,305.5,133.8,,8.1,463.6,1470.08,2046.71,5.89,5.89,4.42,80,3008.0,611.91,52.5,7.0865
MFG-LINE-PLT-003-02,PLT-003,WC-049,SHF-PLT-003-20200123-2,2020-01-23,2,454.2,PRD-2020-SKU-02915,electronics_pcb,WO-2020-53787,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.427,5.211,38.26,92.81,45.25,52.03,0.12,WC-001,42.96,89.93,WC-001,0.0,745,399,398,1,0,1,82.82,98.63,0.8397,99.9059,399,2.8,7,-46.44,4.78,454.2,289.1,0.6365,0.8397,0.9975,0.5331,16.81,31.54,165.1,76.2,1,equipment_failure,average,availability_loss,0.0,0,165.1,0.0,8,56.8,20.6,42.5,yes,120.8,44.3,0.0,0.0,0.0,0.0,no,preventive,24.8,5.6,13,11,61.0,skilled,14.9,0.0,no,no,47.9,SUP-184,941.0,4.61,1.04,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9059,97.3953,265.1,0.666,67.9,27.5,,8.3,111.3,1881.57,2463.33,27.04,0.0,6.76,150,24765.0,4959.76,55.0,38.0248
MFG-LINE-PLT-003-01,PLT-003,WC-048,SHF-PLT-003-20240331-1,2024-03-31,1,473.4,PRD-2024-SKU-09216,electronics_pcb,WO-2024-13977,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,26.475,1.324,23.65,73.04,26.54,28.66,0.05,WC-005,27.69,95.09,WC-006,0.0,1385,944,943,1,0,1,135.94,175.61,0.7741,99.9495,944,0.5,1,-31.84,39.84,473.4,416.6,0.88,0.7741,0.9989,0.6805,22.37,32.88,56.8,275.5,1,reduced_speed,average,performance_loss,0.0,0,56.8,0.0,5,94.7,11.4,21.5,no,30.3,23.8,0.0,0.0,2.7,0.0,no,preventive,24.0,5.1,4,3,72.0,semi_skilled,9.4,0.0,no,no,81.8,SUP-012,505.0,4.79,1.1,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9495,99.6569,195.2,0.207,47.0,12.1,,9.5,82.0,743.37,1624.81,16.03,0.0,4.01,150,8520.0,1708.01,33.1,18.5583
MFG-LINE-PLT-005-06,PLT-005,WC-040,SHF-PLT-005-20200608-2,2020-06-08,2,462.9,PRD-2020-SKU-08560,automotive_body,WO-2020-20947,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,84.544,4.227,74.28,149.38,86.66,91.52,0.05,WC-008,87.43,94.01,WC-010,36.54,370,258,257,1,0,1,42.52,48.0,0.8858,99.9684,258,2.1,6,-30.27,3.33,462.9,411.2,0.8883,0.7844,0.9961,0.6941,22.31,32.14,51.7,70.9,1,idling_minor_stops,average,performance_loss,47.1,3,51.7,0.0,3,154.3,17.2,22.4,no,0.0,22.4,0.0,12.7,0.0,16.7,no,corrective,32.1,5.0,11,10,68.2,multi_skilled,3.9,0.0,no,no,83.3,SUP-168,316.0,4.92,1.14,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9684,97.6313,656.4,2.554,133.3,44.7,13.1,8.0,275.7,3622.43,5237.27,21.11,0.0,5.28,200,10340.0,2073.28,56.6,55.6657
MFG-LINE-PLT-003-03,PLT-003,WC-015,SHF-PLT-003-20200401-3,2020-04-01,3,421.6,PRD-2020-SKU-07951,electronics_pcb,WO-2020-44646,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.92,0.546,9.44,22.67,10.91,11.82,0.05,WC-002,11.26,93.71,WC-003,0.0,2633,1848,1847,1,0,1,329.59,375.0,0.8789,99.9525,1848,1.9,5,-29.81,14.6,421.6,336.4,0.7979,0.8789,0.9995,0.7009,20.52,29.28,85.2,254.6,1,setup_adjustment,good,availability_loss,0.0,0,85.2,0.0,5,84.3,17.0,33.6,yes,33.6,40.7,6.2,4.7,0.0,0.0,no,corrective,16.8,6.4,20,18,90.2,expert,8.4,0.0,no,no,52.3,SUP-106,475.0,4.8,1.1,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9525,97.2833,1285.5,0.696,297.2,116.2,,8.3,539.9,4078.52,3604.45,5.88,0.0,1.47,150,12780.0,2557.47,27.1,10.0429
MFG-LINE-PLT-009-02,PLT-009,WC-001,SHF-PLT-009-20200710-1,2020-07-10,1,436.6,PRD-2020-SKU-05136,automotive_body,WO-2020-70097,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,53.713,2.686,47.5,146.5,53.24,58.14,0.05,WC-001,54.51,92.26,WC-002,0.0,793,370,369,1,0,1,66.96,109.09,0.6138,99.969,370,0.2,0,-53.34,2.67,436.6,413.5,0.9471,0.4921,0.9973,0.4648,14.09,30.32,23.1,381.9,1,reduced_speed,poor,performance_loss,82.0,2,23.1,0.0,2,218.3,11.5,17.6,no,0.0,17.6,0.0,5.4,0.0,0.0,no,predictive,14.2,6.2,22,19,81.4,trainee,9.5,0.0,no,no,18.2,SUP-037,310.0,4.92,1.14,1.15,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.969,97.1351,701.8,1.902,167.3,89.3,14.0,8.5,294.8,3915.0,5407.06,22.92,0.0,5.73,200,4620.0,929.73,38.5,48.2451
MFG-LINE-PLT-008-01,PLT-008,WC-044,SHF-PLT-008-20221013-1,2022-10-13,1,447.0,PRD-2022-SKU-03079,medical_devices,WO-2022-02560,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,121.759,14.611,111.1,238.43,127.7,145.87,0.12,WC-001,122.66,91.58,WC-003,90.15,235,197,196,1,0,1,29.44,31.61,0.9314,99.99,197,0.3,0,-16.17,1.88,447.0,401.5,0.8982,0.9314,0.9949,0.8324,25.84,31.04,45.5,14.5,1,equipment_failure,good,availability_loss,0.0,0,45.5,0.0,4,111.8,11.4,21.6,no,21.6,0.0,11.6,7.6,4.6,0.0,no,emergency,7.3,5.7,15,14,65.4,expert,4.3,0.0,no,yes,74.6,SUP-137,65.0,5.33,1.28,1.33,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.99,99.256,198.9,1.015,52.2,17.2,,8.3,83.5,4067.42,3624.73,24.52,0.0,6.13,250,11375.0,2281.13,56.6,63.8908
MFG-LINE-PLT-009-01,PLT-009,WC-022,SHF-PLT-009-20220105-1,2022-01-05,1,439.9,PRD-2022-SKU-03726,automotive_body,WO-2022-59389,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,69.759,8.371,59.6,195.02,65.51,83.57,0.12,WC-007,79.48,99.9,WC-006,12.44,420,243,242,1,0,1,51.57,57.32,0.8997,99.959,243,0.2,0,-42.14,3.0,439.9,423.3,0.9623,0.6008,0.9959,0.5758,17.59,30.55,16.6,161.5,1,idling_minor_stops,average,performance_loss,140.6,4,16.6,0.0,2,220.0,8.3,10.1,no,10.1,0.0,0.0,6.5,0.0,0.0,no,preventive,28.2,6.4,12,11,63.2,skilled,8.0,0.0,no,no,80.0,SUP-184,410.0,4.85,1.12,1.27,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.959,99.835,817.5,3.378,155.1,53.0,16.4,7.3,343.3,5181.5,6128.63,27.88,0.0,6.97,200,3320.0,670.97,67.3,74.7313
MFG-LINE-PLT-010-03,PLT-010,WC-043,SHF-PLT-010-20211231-1,2021-12-31,1,472.6,PRD-2021-SKU-08510,industrial_machinery,WO-2021-39046,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,41.312,4.957,35.97,58.93,40.88,49.49,0.12,WC-007,46.24,99.9,WC-009,0.0,812,425,423,2,1,1,86.97,103.45,0.8407,99.7169,426,1.2,3,-47.66,7.67,472.6,293.2,0.6204,0.8407,0.9953,0.5191,17.04,32.82,179.4,80.5,2,equipment_failure,average,availability_loss,0.0,0,179.43669156322366,0.0,3,157.5,14.9,179.43669156322366,yes,39.2,0.0,0.0,0.0,5.6,0.0,no,predictive,29.1,3.4,8,7,85.6,skilled,7.6,0.0,no,no,15.8,SUP-097,2831.0,4.27,0.92,0.92,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7169,99.5693,1777.0,4.201,387.5,120.1,,7.2,746.3,1304.5,2305.14,114.44,114.44,28.61,100,17943.67,3731.78,50.3,123.5145
MFG-LINE-PLT-004-05,PLT-004,WC-027,SHF-PLT-004-20240712-1,2024-07-12,1,448.0,PRD-2024-SKU-08523,industrial_machinery,WO-2024-02998,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,245.404,12.27,224.1,570.47,243.85,265.65,0.05,WC-004,253.47,93.9,WC-007,221.61,177,100,99,1,0,1,14.55,23.79,0.6116,99.6912,100,7.1,25,-43.5,2.21,448.0,443.8,0.9906,0.5682,0.99,0.5572,17.34,31.11,4.2,76.0,1,reduced_speed,average,performance_loss,31.4,1,4.2,0.0,1,448.0,4.2,4.2,no,0.0,0.0,0.0,4.2,0.0,0.0,no,corrective,3.8,7.5,7,6,76.7,trainee,9.2,0.0,no,no,60.0,SUP-087,3088.0,4.24,0.91,1.0,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6912,98.5568,291.7,2.946,68.1,18.4,,8.0,122.5,2747.02,5455.42,32.49,0.0,8.12,100,420.0,92.12,37.5,115.6711
MFG-LINE-PLT-005-01,PLT-005,WC-041,SHF-PLT-005-20230530-2,2023-05-30,2,460.5,PRD-2023-SKU-06865,automotive_body,WO-2023-68236,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,40.009,4.801,36.88,71.56,39.36,47.93,0.12,WC-004,39.47,89.69,WC-001,0.0,802,589,588,1,0,1,89.97,104.65,0.8597,99.9623,589,2.0,4,-26.56,9.58,460.5,435.9,0.9466,0.7747,0.9983,0.7321,23.41,31.98,24.6,171.3,1,reduced_speed,good,performance_loss,43.1,1,24.6,0.0,2,230.2,12.3,17.4,no,0.0,24.6,0.0,0.0,0.0,0.0,no,predictive,20.8,6.9,9,8,76.2,skilled,2.8,0.0,no,no,61.3,SUP-022,377.0,4.87,1.12,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9623,97.6275,1759.3,2.992,410.8,256.8,35.2,7.6,738.9,2948.33,3808.68,48.69,0.0,12.17,200,4920.0,996.17,58.9,60.2643
MFG-LINE-PLT-003-03,PLT-003,WC-023,SHF-PLT-003-20231001-2,2023-10-01,2,429.8,PRD-2023-SKU-04350,electronics_pcb,WO-2023-99167,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.709,0.635,10.93,33.55,12.74,13.76,0.05,WC-001,13.09,93.6,WC-002,0.0,2684,1298,1297,1,0,1,283.19,375.0,0.7552,99.946,1298,3.4,9,-51.64,45.27,429.8,405.9,0.9444,0.5117,0.9992,0.4829,14.41,29.85,23.9,1238.7,1,idling_minor_stops,poor,performance_loss,130.9,3,23.9,0.0,3,143.3,8.0,12.3,no,0.0,0.0,0.0,7.5,4.1,12.3,no,preventive,16.8,7.2,5,4,93.9,semi_skilled,14.4,0.0,no,no,72.6,SUP-029,540.0,4.77,1.09,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.946,97.9203,732.8,0.565,149.7,87.4,,8.6,307.8,1249.09,2855.79,6.5,0.0,1.62,150,3585.0,718.62,36.9,9.6699
MFG-LINE-PLT-004-03,PLT-004,WC-033,SHF-PLT-004-20220423-2,2022-04-23,2,425.8,PRD-2022-SKU-06145,industrial_machinery,WO-2022-84587,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,149.012,7.451,131.97,333.57,148.07,161.31,0.05,WC-004,151.01,92.13,WC-005,121.92,192,162,161,1,0,1,24.13,27.09,0.8907,99.9119,162,3.2,8,-15.62,11.34,425.8,402.8,0.946,0.8909,0.9938,0.8376,24.76,29.57,23.0,19.8,1,idling_minor_stops,good,performance_loss,0.0,0,23.0,0.0,3,141.9,7.7,8.8,no,0.0,0.0,0.0,8.8,5.5,8.7,no,preventive,22.2,5.2,3,2,71.6,multi_skilled,4.0,1.0,no,no,54.4,SUP-096,881.0,4.63,1.04,1.14,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9119,99.6978,542.7,3.371,102.4,48.4,,7.8,227.9,441.81,583.46,21.27,0.0,5.32,100,2300.0,465.32,25.5,27.7702
MFG-LINE-PLT-004-01,PLT-004,WC-030,SHF-PLT-004-20220130-1,2022-01-30,1,448.1,PRD-2022-SKU-09570,industrial_machinery,WO-2022-97869,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,210.47,10.524,193.2,468.36,211.89,227.83,0.05,WC-010,220.49,95.24,WC-002,193.28,128,73,72,1,0,1,17.01,17.19,0.9895,99.917,73,3.2,6,-42.97,0.54,417.4,281.7,0.9838,0.9625,0.9987,0.9457,17.45,28.99,135.7,7.7,1,setup_adjustment,world_class,availability_loss,54.9,4,135.7,30.7,5,89.6,27.1,58.0,yes,114.6,15.2,0.0,0.0,6.0,0.0,yes,preventive,28.6,9.4,23,18,61.7,expert,20.3,0.3,no,no,74.8,SUP-061,829.8,6.0,1.8,1.25,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.917,98.3957,147.5,2.048,25.7,8.0,,8.6,61.9,3590.31,4066.85,33.96,0.0,8.49,100,13570.0,2722.49,65.7,140.7811
MFG-LINE-PLT-002-04,PLT-002,WC-034,SHF-PLT-002-20240914-2,2024-09-14,2,474.9,PRD-2024-SKU-01253,electronics_pcb,WO-2024-39980,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.498,3.118,14.06,22.15,17.68,21.64,0.189,WC-001,17.64,97.22,WC-002,0.0,2017,1578,1575,3,1,2,218.07,255.32,0.8541,99.8564,1579,0.8,2,-21.76,66.33,474.9,434.2,0.9143,0.8541,0.9981,0.7794,25.7,32.98,40.7,269.6,3,idling_minor_stops,good,performance_loss,0.0,0,40.7,0.0,2,237.4,20.3,32.5,yes,32.5,0.0,8.1,0.0,0.0,0.0,no,preventive,15.6,7.4,4,3,68.9,skilled,11.3,0.0,no,no,22.9,SUP-145,1436.0,4.48,0.99,0.99,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8564,96.8824,677.2,0.43,116.3,75.6,,8.9,284.4,507.06,454.32,9.18,9.18,4.59,150,6105.0,1234.77,28.7,9.8079
MFG-LINE-PLT-005-06,PLT-005,WC-031,SHF-PLT-005-20200919-1,2020-09-19,1,437.4,PRD-2020-SKU-04562,automotive_body,WO-2020-45891,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,85.458,4.273,77.83,224.97,87.45,92.51,0.05,WC-004,88.75,94.41,WC-003,37.46,349,186,185,1,0,1,41.95,48.0,0.874,99.99,186,4.1,11,-46.7,1.27,437.4,300.2,0.6863,0.7745,0.9946,0.5287,16.06,30.38,137.2,54.2,1,equipment_failure,average,availability_loss,34.2,1,137.2,0.0,6,72.9,22.9,35.7,yes,89.2,40.7,0.0,0.0,7.3,0.0,no,corrective,32.1,5.5,21,20,88.1,skilled,0.8,0.0,no,no,22.9,SUP-158,77.0,5.28,1.26,1.39,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,99.7548,545.9,2.951,120.0,81.4,10.9,7.6,229.3,7558.72,13971.64,45.75,0.0,11.44,200,27440.0,5499.44,43.1,162.3776
MFG-LINE-PLT-009-02,PLT-009,WC-048,SHF-PLT-009-20230205-1,2023-02-05,1,473.6,PRD-2023-SKU-05070,automotive_body,WO-2023-41307,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,38.015,1.901,33.29,110.14,38.18,41.15,0.05,WC-003,37.9,90.65,WC-002,0.0,860,525,524,1,0,1,94.56,109.09,0.8668,99.9865,525,0.5,1,-38.95,3.69,473.6,372.2,0.7859,0.7759,0.9981,0.6086,20.01,32.89,101.4,151.6,1,idling_minor_stops,average,performance_loss,39.0,1,101.4,0.0,7,67.7,14.5,28.2,no,57.2,0.0,13.0,16.4,14.8,0.0,no,emergency,14.2,5.3,19,18,92.5,skilled,2.0,0.0,no,no,86.8,SUP-054,135.0,5.14,1.21,1.33,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9865,99.9615,1471.4,2.808,332.6,160.7,29.4,7.8,618.0,8295.67,7580.03,47.03,0.0,11.76,200,20280.0,4067.76,32.0,77.4169
MFG-LINE-PLT-008-02,PLT-008,WC-028,SHF-PLT-008-20220531-1,2022-05-31,1,472.5,PRD-2022-SKU-09829,medical_devices,WO-2022-70841,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,49.861,3.989,46.51,80.07,49.91,56.44,0.08,WC-002,54.32,99.04,WC-005,0.0,732,485,484,1,0,1,72.2,93.02,0.7762,99.9804,485,2.0,5,-33.74,12.29,472.5,416.6,0.8817,0.7509,0.9979,0.6607,21.68,32.81,55.9,160.9,1,reduced_speed,average,performance_loss,13.5,1,55.9,0.0,4,118.1,14.0,23.1,no,44.6,11.3,0.0,0.0,0.0,0.0,no,preventive,8.4,6.3,6,5,67.8,semi_skilled,6.8,0.0,no,no,10.2,SUP-139,196.0,5.05,1.18,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.9804,99.9078,624.4,1.29,139.0,62.4,,7.8,262.2,1168.92,1879.17,13.69,0.0,3.42,250,13975.0,2798.42,69.4,20.016
MFG-LINE-PLT-010-02,PLT-010,WC-043,SHF-PLT-010-20220709-1,2022-07-09,1,439.9,PRD-2022-SKU-07277,industrial_machinery,WO-2022-78390,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,310.914,54.41,281.45,554.92,293.16,400.69,0.175,WC-002,308.82,90.3,WC-004,298.53,90,79,78,1,0,1,11.51,12.38,0.9297,99.6793,79,0.8,1,-12.22,5.32,439.9,411.7,0.9359,0.9304,0.9873,0.8597,26.26,30.55,28.2,5.9,1,reduced_speed,world_class,performance_loss,0.0,0,28.2,0.0,2,219.9,14.1,18.0,no,18.0,0.0,0.0,0.0,10.2,0.0,no,corrective,32.7,5.6,3,2,82.5,expert,3.8,1.9,no,no,46.0,SUP-050,3207.0,4.23,0.91,1.0,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6793,98.9593,222.8,2.857,53.8,19.9,,8.1,93.6,277.68,467.42,53.06,0.0,13.27,100,2820.0,577.27,26.5,63.2928
MFG-LINE-PLT-005-02,PLT-005,WC-042,SHF-PLT-005-20210327-3,2021-03-27,3,457.3,PRD-2021-SKU-02056,automotive_body,WO-2021-15770,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.29,4.583,52.76,135.69,57.67,64.85,0.08,WC-005,58.51,92.84,WC-001,0.0,577,331,330,1,0,1,62.66,75.79,0.8268,99.9692,331,0.6,2,-42.63,8.66,457.3,355.1,0.7765,0.7379,0.997,0.5712,18.14,31.76,102.2,117.6,1,reduced_speed,average,performance_loss,38.2,1,102.2,0.0,3,152.4,34.1,68.9,yes,68.9,0.0,18.9,14.4,0.0,0.0,no,emergency,1.3,7.4,7,5,62.0,skilled,20.2,0.0,no,no,74.5,SUP-121,308.0,4.92,1.14,1.18,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9692,99.9293,465.0,1.409,79.6,46.1,9.3,8.9,195.3,1262.44,2969.87,36.67,0.0,9.17,200,20440.0,4097.17,46.7,49.6063
MFG-LINE-PLT-008-02,PLT-008,WC-035,SHF-PLT-008-20240822-1,2024-08-22,1,473.0,PRD-2024-SKU-06109,medical_devices,WO-2024-00782,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.734,3.899,45.3,77.88,47.05,55.17,0.08,WC-006,50.04,93.35,WC-003,0.0,733,510,509,1,0,1,73.73,93.02,0.7926,99.9847,510,1.7,5,-30.42,2.93,473.0,451.2,0.9539,0.729,0.998,0.6941,22.8,32.85,21.8,189.6,1,idling_minor_stops,average,performance_loss,36.2,2,21.8,0.0,2,236.5,10.9,15.8,no,15.8,6.1,0.0,0.0,0.0,0.0,no,preventive,8.4,6.8,23,22,78.4,semi_skilled,1.7,0.0,no,no,11.7,SUP-037,153.0,5.11,1.2,1.32,contamination,functional_failure,automated_vision,yes,no,no,no,99.9847,97.4042,469.8,0.923,104.8,68.2,,8.5,197.3,6588.79,11626.63,11.98,0.0,3.0,250,5450.0,1093.0,43.7,47.7902
MFG-LINE-PLT-005-04,PLT-005,WC-003,SHF-PLT-005-20220813-3,2022-08-13,3,452.3,PRD-2022-SKU-03598,automotive_body,WO-2022-12288,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,66.515,7.982,62.35,92.43,65.54,79.69,0.12,WC-003,71.19,97.3,WC-004,0.0,582,301,300,1,0,1,53.95,77.25,0.6984,99.9407,301,0.3,1,-48.28,3.32,452.3,364.0,0.8048,0.6423,0.9967,0.5152,16.18,31.41,88.3,167.6,1,idling_minor_stops,average,performance_loss,29.2,1,88.3,0.0,3,150.8,29.4,40.5,yes,58.1,30.2,0.0,0.0,0.0,0.0,no,corrective,15.6,5.6,13,12,82.1,semi_skilled,6.9,0.0,yes,no,79.6,SUP-193,593.0,4.74,1.08,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9407,98.5266,639.0,2.13,167.7,64.7,12.8,8.3,268.4,5256.5,12343.7,71.45,0.0,17.86,200,17660.0,3549.86,59.7,130.3555
MFG-LINE-PLT-009-02,PLT-009,WC-018,SHF-PLT-009-20220112-1,2022-01-12,1,432.7,PRD-2022-SKU-05820,automotive_body,WO-2022-99064,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,34.937,1.747,31.56,92.16,34.96,37.82,0.05,WC-002,36.8,95.75,WC-003,0.0,786,524,523,1,0,1,102.91,109.09,0.9433,99.9857,524,0.1,0,-33.33,3.63,432.7,389.8,0.9009,0.7393,0.9981,0.6647,19.98,30.05,42.9,184.8,1,idling_minor_stops,average,performance_loss,84.3,4,42.9,0.0,4,108.2,10.7,13.7,no,0.0,26.2,6.6,10.1,0.0,0.0,no,corrective,14.2,6.2,23,20,60.8,multi_skilled,10.7,0.0,no,no,48.4,SUP-019,143.0,5.13,1.21,1.34,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9857,97.3629,1599.9,3.059,429.5,155.9,32.0,7.6,672.0,7098.28,15656.84,68.73,0.0,17.18,200,8580.0,1733.18,38.0,112.3702
MFG-LINE-PLT-005-06,PLT-005,WC-019,SHF-PLT-005-20241008-2,2024-10-08,2,427.5,PRD-2024-SKU-03083,automotive_body,WO-2024-04694,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,102.806,5.14,90.89,271.84,101.13,111.29,0.05,WC-007,105.11,92.95,WC-008,54.81,341,187,186,1,0,1,34.87,48.0,0.7265,99.9655,187,9.5,20,-45.16,1.74,427.5,340.9,0.7974,0.6858,0.9947,0.5439,16.15,29.68,86.6,85.7,1,reduced_speed,average,performance_loss,19.1,1,86.6,0.0,7,61.1,12.4,21.5,no,21.5,0.0,29.4,35.7,0.0,0.0,no,preventive,32.1,5.1,17,15,83.4,semi_skilled,9.3,0.8,no,no,28.6,SUP-111,345.0,4.89,1.13,1.17,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9655,99.9421,433.6,2.331,103.1,47.1,8.7,8.1,182.1,5530.7,11969.1,24.86,0.0,6.21,200,17320.0,3470.21,29.4,119.0786
MFG-LINE-PLT-006-02,PLT-006,WC-044,SHF-PLT-006-20200220-1,2020-02-20,1,442.3,PRD-2020-SKU-07102,food_beverage,WO-2020-09928,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,6.872,0.825,5.87,14.53,7.18,8.23,0.12,WC-004,7.38,97.65,WC-020,0.0,4018,3646,3643,3,1,2,523.74,545.45,0.9602,99.9444,3647,0.2,0,-9.26,49.42,442.3,417.7,0.9444,0.9602,0.9992,0.906,27.83,30.71,24.6,151.1,3,equipment_failure,world_class,availability_loss,0.0,0,24.6,0.0,2,221.1,12.3,14.4,no,0.0,14.4,0.0,10.2,0.0,0.0,no,corrective,15.5,6.8,11,10,80.5,expert,1.6,0.0,no,no,59.2,SUP-133,556.0,4.76,1.09,1.14,contamination,labelling,sampling_plan_ansi,yes,yes,yes,no,99.9444,99.9168,2163.9,0.594,528.2,258.7,,7.0,908.8,3324.33,3360.04,8.4,8.4,4.2,80,1968.0,406.2,34.6,10.2418
MFG-LINE-PLT-004-02,PLT-004,WC-023,SHF-PLT-004-20201116-2,2020-11-16,2,420.4,PRD-2020-SKU-07612,industrial_machinery,WO-2020-03196,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,297.675,63.554,262.67,873.66,298.21,402.54,0.213,WC-001,323.64,98.84,WC-002,281.68,111,60,59,1,0,1,12.02,16.0,0.7512,99.5882,60,4.1,11,-45.95,2.81,420.4,387.8,0.9225,0.5801,0.9833,0.5262,15.36,29.2,32.6,43.4,1,idling_minor_stops,average,performance_loss,88.4,4,32.6,0.0,2,210.2,16.3,21.1,no,21.1,11.5,0.0,0.0,0.0,0.0,no,corrective,6.1,6.6,4,3,78.5,semi_skilled,3.8,0.0,no,no,40.1,SUP-017,4118.0,4.14,0.88,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.5882,99.5561,205.2,3.478,43.3,21.4,,7.7,86.2,428.87,437.33,26.31,0.0,6.58,100,3260.0,658.58,38.1,41.4373
MFG-LINE-PLT-010-04,PLT-010,WC-020,SHF-PLT-010-20210601-3,2021-06-01,3,453.1,PRD-2021-SKU-08795,industrial_machinery,WO-2021-32457,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,363.592,43.631,317.5,593.0,388.39,435.58,0.12,WC-003,400.67,99.9,WC-008,349.97,102,60,59,1,0,1,9.86,13.62,0.7239,99.7551,60,0.2,0,-41.18,0.43,436.5,432.3,0.9904,0.6114,0.9833,0.5955,18.05,30.31,4.2,38.1,1,reduced_speed,average,performance_loss,83.6,2,4.2,16.6,1,453.1,4.2,4.2,no,0.0,0.0,0.0,0.0,4.2,0.0,yes,predictive,14.7,6.9,21,18,62.9,semi_skilled,10.4,0.0,no,no,53.4,SUP-098,2449.0,4.31,0.94,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7551,98.2388,210.6,3.569,55.7,30.0,,7.6,88.5,3505.48,8262.93,49.46,0.0,12.37,100,420.0,96.37,58.6,249.7629
MFG-LINE-PLT-005-04,PLT-005,WC-033,SHF-PLT-005-20230109-3,2023-01-09,3,462.8,PRD-2023-SKU-09840,automotive_body,WO-2023-64290,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,66.594,7.991,63.05,192.25,66.25,79.78,0.12,WC-002,69.1,94.33,WC-004,0.0,595,399,398,1,0,1,54.0,77.25,0.699,99.9237,399,2.5,5,-32.94,3.44,462.8,443.3,0.9579,0.699,0.9975,0.6679,21.47,32.14,19.5,171.8,1,idling_minor_stops,average,performance_loss,0.0,0,19.5,0.0,2,231.4,9.8,15.8,no,15.8,0.0,0.0,0.0,3.7,0.0,no,preventive,15.6,5.8,16,15,89.6,semi_skilled,3.8,0.0,no,yes,52.6,SUP-008,763.0,4.67,1.06,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9237,98.8901,807.9,2.03,163.6,65.1,16.2,8.4,339.3,2602.25,3432.15,32.53,0.0,8.13,200,3900.0,788.13,40.9,47.7735
MFG-LINE-PLT-010-02,PLT-010,WC-011,SHF-PLT-010-20230312-1,2023-03-12,1,479.4,PRD-2023-SKU-06858,industrial_machinery,WO-2023-65248,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,325.616,61.541,298.5,828.84,311.73,427.16,0.189,WC-004,335.83,93.76,WC-002,313.24,98,86,85,1,0,1,11.05,12.38,0.8926,99.7856,86,0.6,1,-12.24,0.89,479.4,479.4,1.0,0.8698,0.9884,0.8596,28.62,33.29,0.0,12.9,1,idling_minor_stops,world_class,performance_loss,12.5,1,0.0,0.0,0,479.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,32.7,6.4,14,12,60.8,skilled,14.3,0.0,no,no,59.7,SUP-161,2144.0,4.36,0.95,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7856,98.504,278.8,3.28,58.1,15.2,,7.8,117.1,2465.42,3092.1,40.35,0.0,10.09,100,0.0,10.09,30.0,106.2073
MFG-LINE-PLT-001-02,PLT-001,WC-042,SHF-PLT-001-20211124-3,2021-11-24,3,444.2,PRD-2021-SKU-03898,pharmaceutical,WO-2021-34534,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,90.039,24.423,80.04,141.53,86.73,130.34,0.271,WC-001,101.73,99.9,WC-003,19.17,524,276,275,1,0,1,39.92,70.87,0.5633,99.8854,276,2.3,7,-47.33,1.95,444.2,439.6,0.9896,0.5316,0.9964,0.5241,16.17,30.85,4.6,243.2,1,reduced_speed,average,performance_loss,24.8,2,4.6,0.0,1,444.2,4.6,4.6,no,0.0,0.0,0.0,4.6,0.0,0.0,no,corrective,22.7,6.4,22,19,79.9,trainee,11.9,0.0,no,no,24.4,SUP-033,1146.0,4.55,1.02,1.11,contamination,labelling,100pct_manual,yes,no,no,no,99.8854,99.3604,257.7,0.937,63.4,37.2,,8.8,108.2,8719.71,20289.72,34.97,0.0,8.74,300,1380.0,284.74,36.5,140.586
MFG-LINE-PLT-003-04,PLT-003,WC-034,SHF-PLT-003-20231201-2,2023-12-01,2,441.5,PRD-2023-SKU-02043,electronics_pcb,WO-2023-26601,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,32.136,1.607,28.65,65.96,32.1,34.79,0.05,WC-007,32.45,91.8,WC-005,0.0,976,793,792,1,0,1,111.96,132.84,0.8428,99.9421,793,2.2,7,-18.75,26.91,441.5,425.0,0.9626,0.8428,0.9987,0.8103,24.84,30.66,16.5,147.9,1,reduced_speed,good,performance_loss,0.0,0,16.5,0.0,1,441.5,16.5,16.5,no,16.5,0.0,0.0,0.0,0.0,0.0,no,corrective,11.0,6.2,5,4,91.0,skilled,1.8,0.0,no,yes,18.6,SUP-024,579.0,4.75,1.08,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9421,96.976,528.3,0.667,127.0,29.6,,8.3,221.9,1869.12,2742.86,19.72,0.0,4.93,150,2475.0,499.93,42.9,25.5681
MFG-LINE-PLT-007-01,PLT-007,WC-004,SHF-PLT-007-20210709-1,2021-07-09,1,441.3,PRD-2021-SKU-01611,industrial_machinery,WO-2021-41360,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,197.061,5.912,173.86,351.12,196.77,206.82,0.03,WC-003,202.13,93.25,WC-008,175.9,155,124,123,1,0,1,18.27,21.16,0.8634,99.9515,124,0.2,0,-20.0,1.39,441.3,428.4,0.9708,0.8206,0.9919,0.7902,24.22,30.64,12.9,27.1,1,reduced_speed,good,performance_loss,21.1,1,12.9,0.0,2,220.6,6.4,6.6,no,0.0,0.0,0.0,0.0,12.9,0.0,no,corrective,27.1,5.0,14,12,94.9,skilled,8.1,0.0,no,no,48.4,SUP-197,485.0,4.8,1.1,1.2,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9515,98.3618,357.7,2.908,95.9,33.5,,8.1,150.2,5175.99,12032.06,32.13,0.0,8.03,100,1290.0,266.03,71.6,172.2941
MFG-LINE-PLT-003-02,PLT-003,WC-039,SHF-PLT-003-20220603-2,2022-06-03,2,449.9,PRD-2022-SKU-09620,electronics_pcb,WO-2022-07875,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,43.918,5.27,38.47,58.19,44.76,52.61,0.12,WC-001,40.5,83.83,WC-001,0.0,739,314,313,1,0,1,81.75,98.63,0.8289,99.9308,314,1.5,3,-57.51,41.74,449.9,259.3,0.5763,0.7367,0.9968,0.4232,13.22,31.24,190.6,112.2,1,setup_adjustment,poor,availability_loss,28.8,2,190.6,0.0,7,64.3,27.2,78.5,yes,78.5,60.6,23.0,9.5,0.0,19.1,no,preventive,24.8,4.9,1,1,93.0,skilled,0.8,0.0,no,no,23.5,SUP-040,692.0,4.7,1.07,1.2,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9308,98.0281,317.1,1.013,55.1,18.8,,7.5,133.2,166.44,269.7,18.33,0.0,4.58,150,28590.0,5722.58,59.2,19.782
MFG-LINE-PLT-007-02,PLT-007,WC-017,SHF-PLT-007-20220610-1,2022-06-10,1,443.7,PRD-2022-SKU-06391,industrial_machinery,WO-2022-25481,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,254.105,30.493,222.38,592.24,255.05,304.42,0.12,WC-001,270.53,96.78,WC-002,238.56,114,88,87,1,0,1,14.11,15.54,0.908,99.8946,88,0.3,1,-22.81,0.98,443.7,374.2,0.8433,0.9078,0.9886,0.7569,23.32,30.81,69.5,8.9,1,setup_adjustment,good,availability_loss,0.0,0,69.5,0.0,3,147.9,23.2,45.2,yes,0.0,55.6,13.9,0.0,0.0,0.0,no,preventive,32.8,4.2,14,12,74.9,multi_skilled,12.4,0.0,no,no,74.3,SUP-179,1054.0,4.57,1.02,1.08,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8946,97.1474,185.9,2.137,46.9,24.2,,8.6,78.1,3458.3,5961.46,23.88,0.0,5.97,100,6950.0,1395.97,26.1,132.4276
MFG-LINE-PLT-009-01,PLT-009,WC-034,SHF-PLT-009-20240527-1,2024-05-27,1,447.2,PRD-2024-SKU-01426,automotive_body,WO-2024-22107,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,80.132,9.616,71.27,137.1,82.27,96.0,0.12,WC-001,88.69,99.9,WC-005,22.81,426,262,261,1,0,1,44.9,57.32,0.7833,99.9351,262,1.4,4,-38.5,3.5,447.2,350.1,0.7829,0.7833,0.9962,0.6109,18.97,31.05,97.1,72.5,1,setup_adjustment,average,availability_loss,0.0,0,97.1,0.0,6,74.5,16.2,29.7,no,0.0,31.6,58.5,0.0,7.1,0.0,no,preventive,28.2,5.5,11,10,91.4,semi_skilled,0.4,0.0,no,no,57.8,SUP-092,649.0,4.72,1.07,1.17,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9351,97.0232,654.6,2.508,117.3,87.3,13.1,8.0,274.9,3078.9,3051.36,21.37,0.0,5.34,200,19420.0,3889.34,49.6,44.9395
MFG-LINE-PLT-004-07,PLT-004,WC-005,SHF-PLT-004-20220805-1,2022-08-05,1,447.5,PRD-2022-SKU-02779,industrial_machinery,WO-2022-75317,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,326.607,16.33,290.56,478.0,325.23,353.55,0.05,WC-001,346.11,96.34,WC-002,308.56,134,40,39,1,0,1,10.79,18.05,0.5978,99.7594,40,6.6,14,-70.15,0.26,447.5,301.1,0.6728,0.4416,0.975,0.2897,9.0,31.07,146.4,50.6,1,reduced_speed,poor,performance_loss,78.6,2,146.4,0.0,4,111.9,36.6,97.6,yes,124.6,0.0,13.4,8.4,0.0,0.0,no,emergency,22.9,5.4,21,20,67.9,trainee,2.2,0.0,no,no,80.8,SUP-171,2406.0,4.32,0.94,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7594,98.2516,68.4,1.754,12.8,6.4,,8.8,28.7,8029.24,13692.88,33.31,0.0,8.33,100,14640.0,2936.33,72.9,591.1415
MFG-LINE-PLT-010-01,PLT-010,WC-035,SHF-PLT-010-20220319-1,2022-03-19,1,455.1,PRD-2022-SKU-04049,industrial_machinery,WO-2022-91029,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,355.702,28.456,319.62,871.99,363.48,402.65,0.08,WC-001,399.09,99.9,WC-004,342.83,97,57,56,1,0,1,10.07,12.87,0.7824,99.8746,57,3.4,8,-41.24,1.85,415.0,355.4,0.8564,0.7477,0.9825,0.6291,18.13,28.82,59.6,19.2,1,reduced_speed,average,performance_loss,55.9,2,59.6,40.1,1,455.1,59.6,59.6,yes,59.6,0.0,0.0,0.0,0.0,0.0,yes,corrective,19.7,6.7,5,4,74.6,semi_skilled,3.9,0.9,no,no,81.4,SUP-009,1254.0,4.52,1.01,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,no,no,99.8746,97.3971,141.0,2.518,27.8,21.0,,8.3,59.2,1062.18,1783.45,88.47,0.0,22.12,100,5960.0,1214.12,60.6,140.8646
MFG-LINE-PLT-010-01,PLT-010,WC-001,SHF-PLT-010-20231022-2,2023-10-22,2,423.1,PRD-2023-SKU-08166,industrial_machinery,WO-2023-27064,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,307.987,24.639,280.91,465.51,301.95,348.64,0.08,WC-003,304.18,89.78,WC-002,295.12,90,73,72,1,0,1,11.58,12.87,0.8998,99.9344,73,1.2,2,-18.89,0.85,423.1,378.2,0.8939,0.8998,0.9863,0.7933,23.31,29.38,44.9,8.1,1,equipment_failure,good,availability_loss,0.0,0,44.9,0.0,3,141.0,15.0,25.6,no,0.0,44.9,0.0,0.0,0.0,0.0,no,preventive,19.7,6.3,13,12,87.9,expert,5.3,0.0,no,no,40.6,SUP-132,656.0,4.71,1.07,1.19,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9344,98.9074,155.0,2.153,42.1,18.2,,8.6,65.1,4248.39,3452.93,37.8,0.0,9.45,100,4490.0,907.45,70.9,145.2878
MFG-LINE-PLT-010-01,PLT-010,WC-005,SHF-PLT-010-20210216-2,2021-02-16,2,462.1,PRD-2021-SKU-08004,industrial_machinery,WO-2021-85671,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,508.538,40.683,458.56,871.61,504.0,575.66,0.08,WC-002,541.22,96.75,WC-001,495.67,98,19,18,1,0,1,6.89,12.87,0.5354,99.6203,19,3.1,10,-80.61,0.12,462.1,165.4,0.3579,0.5355,0.9474,0.1816,5.83,32.09,296.7,16.5,1,equipment_failure,poor,availability_loss,0.0,0,296.6779656586517,0.0,4,115.5,18.0,296.6779656586517,yes,0.0,49.5,22.4,0.0,0.0,0.0,no,corrective,19.7,2.5,23,19,85.9,trainee,14.8,0.0,no,no,88.4,SUP-084,3797.0,4.17,0.89,0.98,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.6203,99.2892,43.1,2.395,10.5,4.5,,8.4,18.1,6701.02,11967.37,61.58,0.0,15.39,100,29667.8,5948.95,57.9,1102.1339
MFG-LINE-PLT-004-02,PLT-004,WC-031,SHF-PLT-004-20230519-1,2023-05-19,1,464.6,PRD-2023-SKU-03103,industrial_machinery,WO-2023-50790,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,252.628,47.747,225.35,568.12,261.57,331.41,0.189,WC-001,264.66,95.24,WC-002,236.63,123,87,86,1,0,1,14.18,16.0,0.8862,99.7324,87,3.2,8,-29.27,3.7,464.6,394.9,0.85,0.8262,0.9885,0.6942,22.4,32.26,69.7,18.3,1,idling_minor_stops,average,performance_loss,26.8,1,69.7,0.0,3,154.9,23.2,28.7,no,28.7,27.5,0.0,13.5,0.0,0.0,no,predictive,6.1,6.9,4,3,79.0,skilled,10.5,0.0,yes,yes,50.8,SUP-007,2676.0,4.29,0.93,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.7324,97.1043,174.2,2.025,40.5,17.0,,8.7,73.2,1239.7,2168.71,76.52,0.0,19.13,100,6970.0,1413.13,26.5,117.0424
MFG-LINE-PLT-004-01,PLT-004,WC-028,SHF-PLT-004-20210704-1,2021-07-04,1,460.9,PRD-2021-SKU-09349,industrial_machinery,WO-2021-66901,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,223.071,11.154,195.13,489.89,223.85,241.48,0.05,WC-004,233.08,94.99,WC-002,205.88,132,25,24,1,0,1,15.67,17.19,0.9116,99.9448,25,0.2,0,-81.06,0.21,460.9,130.8,0.2839,0.6669,0.96,0.1817,5.82,32.01,330.1,12.5,1,equipment_failure,poor,availability_loss,35.1,1,330.1,0.0,6,76.8,55.0,180.0,yes,307.0,0.0,0.0,4.6,0.0,18.5,no,corrective,28.6,5.7,16,15,66.6,multi_skilled,4.1,1.2,no,no,53.8,SUP-195,552.0,4.76,1.09,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9448,98.5578,83.4,3.477,21.4,11.7,,7.7,35.0,4977.39,9249.11,50.49,0.0,12.62,100,33010.0,6614.62,36.9,645.3646
MFG-LINE-PLT-008-01,PLT-008,WC-002,SHF-PLT-008-20240917-2,2024-09-17,2,469.6,PRD-2024-SKU-05142,medical_devices,WO-2024-00035,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,153.598,18.432,141.79,409.36,157.27,184.01,0.12,WC-001,155.73,92.17,WC-003,121.99,247,107,106,1,0,1,23.25,31.61,0.7355,99.9726,107,3.5,11,-56.68,1.69,469.6,402.5,0.8571,0.5046,0.9907,0.4285,13.97,32.61,67.1,105.0,1,idling_minor_stops,poor,performance_loss,126.3,3,67.1,0.0,5,93.9,13.4,20.0,no,38.4,0.0,9.6,0.0,7.1,12.0,no,preventive,7.3,6.2,9,8,62.4,semi_skilled,8.0,0.0,no,yes,22.9,SUP-171,274.0,4.96,1.15,1.19,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9726,97.1451,118.8,1.121,27.4,11.8,,8.1,49.9,3895.01,5224.82,17.56,0.0,4.39,250,16775.0,3359.39,25.5,103.7618
MFG-LINE-PLT-009-01,PLT-009,WC-018,SHF-PLT-009-20210822-1,2021-08-22,1,477.6,PRD-2021-SKU-02794,automotive_body,WO-2021-15989,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,82.097,9.852,77.12,165.04,79.77,98.35,0.12,WC-006,96.51,99.9,WC-004,24.78,456,245,244,1,0,1,43.84,57.32,0.7648,99.9783,245,0.4,0,-46.27,4.38,477.6,335.3,0.7021,0.7648,0.9959,0.5347,17.73,33.17,142.3,75.3,1,equipment_failure,average,availability_loss,0.0,0,142.3,0.0,6,79.6,23.7,40.5,yes,95.7,37.9,0.0,8.7,0.0,0.0,no,preventive,28.2,4.7,8,7,86.6,semi_skilled,9.2,0.0,no,no,27.6,SUP-141,217.0,5.02,1.17,1.25,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9783,99.1983,690.0,2.828,138.2,64.5,13.8,7.7,289.8,2892.18,4416.73,106.63,0.0,26.66,200,28460.0,5718.66,65.2,137.0216
MFG-LINE-PLT-006-02,PLT-006,WC-042,SHF-PLT-006-20210214-2,2021-02-14,2,442.7,PRD-2021-SKU-09677,food_beverage,WO-2021-75887,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.348,0.882,6.69,12.01,7.44,8.8,0.12,WC-002,8.63,99.9,WC-009,0.0,4021,3472,3469,3,1,2,489.87,545.45,0.8981,99.9255,3473,0.1,0,-13.65,22.39,442.7,436.9,0.9869,0.8741,0.9991,0.8619,26.5,30.75,5.8,500.1,3,idling_minor_stops,world_class,performance_loss,11.7,1,5.8,0.0,1,442.7,5.8,5.8,no,0.0,0.0,5.8,0.0,0.0,0.0,no,preventive,15.5,5.9,23,21,81.5,expert,5.6,0.0,no,no,23.5,SUP-174,745.0,4.68,1.06,1.17,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9255,98.8427,1124.0,0.324,294.6,105.8,,8.4,472.1,9359.54,22520.82,1.99,1.99,0.99,80,464.0,95.78,30.7,11.1818
MFG-LINE-PLT-005-06,PLT-005,WC-011,SHF-PLT-005-20240210-3,2024-02-10,3,447.6,PRD-2024-SKU-01593,automotive_body,WO-2024-63120,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,87.812,4.391,80.13,194.55,87.99,95.06,0.05,WC-010,92.74,96.02,WC-008,39.81,357,188,187,1,0,1,40.99,48.0,0.854,99.9156,188,3.9,15,-47.34,1.57,447.6,388.0,0.8668,0.6057,0.9947,0.5222,16.23,31.08,59.6,122.4,1,idling_minor_stops,average,performance_loss,112.8,3,59.6,0.0,5,89.5,11.9,17.5,no,31.3,23.8,0.0,4.6,0.0,0.0,no,corrective,32.1,5.7,21,16,83.6,expert,20.8,0.0,no,no,32.2,SUP-037,844.0,4.64,1.05,1.1,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9156,97.8689,446.7,2.389,84.6,22.4,8.9,8.1,187.6,4476.16,6624.84,44.9,0.0,11.22,200,11920.0,2395.22,39.9,104.5037
MFG-LINE-PLT-010-04,PLT-010,WC-025,SHF-PLT-010-20201221-1,2020-12-21,1,472.3,PRD-2020-SKU-05376,industrial_machinery,WO-2020-42360,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,340.722,40.887,290.39,823.26,357.42,408.19,0.12,WC-003,352.41,94.03,WC-001,327.1,106,64,63,1,0,1,10.56,13.62,0.7753,99.6402,64,5.0,19,-39.62,1.6,472.3,429.6,0.9096,0.6562,0.9844,0.5876,19.27,32.8,42.7,33.5,1,reduced_speed,average,performance_loss,66.0,2,42.7,0.0,3,157.4,14.2,19.9,no,0.0,42.7,0.0,0.0,0.0,0.0,no,corrective,14.7,4.8,6,5,69.3,semi_skilled,6.2,0.0,no,no,71.1,SUP-092,3598.0,4.19,0.9,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.6402,97.7,229.3,3.64,49.3,33.2,,7.6,96.3,2228.1,3337.81,38.28,0.0,9.57,100,4270.0,863.57,45.7,127.2354
MFG-LINE-PLT-008-01,PLT-008,WC-049,SHF-PLT-008-20210324-2,2021-03-24,2,439.0,PRD-2021-SKU-04453,medical_devices,WO-2021-19125,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,154.3,18.516,134.26,399.17,148.93,184.85,0.12,WC-003,165.21,97.34,WC-001,122.69,231,144,143,1,0,1,23.28,31.61,0.7365,99.9657,144,1.5,4,-37.66,9.77,439.0,371.2,0.8455,0.7365,0.9931,0.6184,18.85,30.48,67.8,51.5,1,reduced_speed,average,performance_loss,0.0,0,67.8,0.0,2,219.5,33.9,57.8,yes,57.8,0.0,10.0,0.0,0.0,0.0,no,preventive,7.3,6.6,3,2,65.4,semi_skilled,4.6,0.0,no,no,30.9,SUP-131,343.0,4.9,1.13,1.23,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9657,99.1609,127.8,0.894,25.8,7.1,,8.5,53.7,770.78,1617.73,12.71,0.0,3.18,250,16950.0,3393.18,65.2,29.5017
MFG-LINE-PLT-009-02,PLT-009,WC-010,SHF-PLT-009-20210216-2,2021-02-16,2,450.3,PRD-2021-SKU-06574,automotive_body,WO-2021-02587,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,39.125,1.956,35.67,82.76,39.16,42.35,0.05,WC-003,40.48,94.06,WC-002,0.0,818,523,522,1,0,1,91.97,109.09,0.8431,99.9876,523,1.3,4,-36.06,8.69,450.3,372.9,0.8281,0.7714,0.9981,0.6376,19.94,31.27,77.4,155.0,1,reduced_speed,average,performance_loss,31.7,1,77.4,0.0,4,112.6,19.4,44.1,yes,44.1,0.0,0.0,16.6,0.0,16.7,no,preventive,14.2,6.6,9,8,67.9,skilled,3.5,0.0,no,no,66.1,SUP-150,124.0,5.16,1.22,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,no,no,99.9876,98.0513,1603.1,3.071,284.5,203.7,32.1,7.5,673.3,2141.2,3115.35,27.25,0.0,6.81,200,15480.0,3102.81,28.2,37.3722
MFG-LINE-PLT-003-01,PLT-003,WC-018,SHF-PLT-003-20221224-2,2022-12-24,2,470.3,PRD-2022-SKU-08308,electronics_pcb,WO-2022-00379,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,22.865,1.143,19.99,67.72,22.33,24.75,0.05,WC-012,23.29,92.61,WC-001,0.0,1376,1121,1120,1,0,1,157.37,175.61,0.8961,99.9679,1121,0.6,1,-18.53,20.41,437.3,394.4,0.9019,0.9711,0.9991,0.8751,26.58,30.37,42.9,33.4,1,setup_adjustment,world_class,availability_loss,0.0,0,42.9,33.0,3,156.8,14.3,27.2,no,0.0,27.2,7.9,7.8,0.0,0.0,yes,preventive,24.0,6.4,8,7,93.9,multi_skilled,11.5,0.0,no,no,36.1,SUP-152,321.0,4.91,1.14,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9679,97.5653,954.2,0.852,213.8,101.7,,7.9,400.8,2921.39,3319.91,4.98,0.0,1.25,150,6435.0,1288.25,45.3,10.557
MFG-LINE-PLT-002-01,PLT-002,WC-030,SHF-PLT-002-20240921-2,2024-09-21,2,459.7,PRD-2024-SKU-07080,electronics_pcb,WO-2024-94676,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,50.733,2.537,46.62,135.28,50.87,54.92,0.05,WC-001,52.56,94.18,WC-002,0.0,723,499,498,1,0,1,70.95,94.49,0.7509,99.9048,499,1.9,5,-30.98,16.25,419.4,381.7,0.9101,0.8301,0.998,0.754,21.96,29.13,37.7,102.1,1,idling_minor_stops,good,performance_loss,0.0,0,37.7,40.3,4,114.9,9.4,14.7,no,0.0,22.2,0.0,13.5,2.0,0.0,yes,preventive,26.7,7.0,5,4,79.3,semi_skilled,11.2,1.8,no,no,31.2,SUP-009,952.0,4.6,1.03,1.07,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9048,97.9704,270.9,0.544,52.6,34.1,,8.6,113.8,925.01,2166.49,7.24,0.0,1.81,150,5655.0,1132.81,69.4,13.4624
MFG-LINE-PLT-001-02,PLT-001,WC-045,SHF-PLT-001-20230924-2,2023-09-24,2,465.4,PRD-2023-SKU-03290,pharmaceutical,WO-2023-59113,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,61.706,11.662,58.26,154.13,58.78,80.95,0.189,WC-001,81.62,99.9,WC-002,0.0,549,388,387,1,0,1,58.3,70.87,0.8226,99.9628,388,4.3,16,-29.33,16.63,465.4,399.3,0.858,0.8227,0.9974,0.704,22.75,32.32,66.1,83.6,1,reduced_speed,good,performance_loss,0.0,0,66.1,0.0,3,155.1,22.0,53.9,yes,53.9,0.0,0.0,12.2,0.0,0.0,no,preventive,22.7,4.8,4,3,76.4,skilled,11.8,0.0,no,no,14.5,SUP-147,372.0,4.87,1.12,1.14,contamination,labelling,100pct_manual,yes,yes,no,no,99.9628,99.3182,591.3,1.528,123.2,63.4,,8.0,248.3,1246.7,1550.77,16.83,0.0,4.21,300,19830.0,3970.21,27.3,24.1021
MFG-LINE-PLT-001-02,PLT-001,WC-048,SHF-PLT-001-20220810-1,2022-08-10,1,463.8,PRD-2022-SKU-04212,pharmaceutical,WO-2022-38523,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.494,9.361,47.95,144.22,48.0,68.94,0.175,WC-005,55.86,94.93,WC-002,0.0,547,416,415,1,0,1,67.14,70.87,0.9474,99.9708,416,3.7,11,-23.95,26.84,463.8,371.8,0.8016,0.9474,0.9976,0.7576,24.4,32.21,92.0,23.1,1,equipment_failure,good,availability_loss,0.0,0,92.0,0.0,4,115.9,23.0,40.6,yes,40.6,24.1,22.1,5.3,0.0,0.0,no,corrective,22.7,5.3,3,2,71.5,expert,12.7,0.9,no,yes,36.7,SUP-182,292.0,4.94,1.15,1.31,contamination,labelling,100pct_manual,yes,yes,no,no,99.9708,97.2544,402.6,0.97,76.1,52.5,,8.7,169.1,544.09,941.1,21.69,0.0,5.42,300,27600.0,5525.42,59.4,25.321
MFG-LINE-PLT-005-04,PLT-005,WC-001,SHF-PLT-005-20210630-1,2021-06-30,1,426.8,PRD-2021-SKU-03179,automotive_body,WO-2021-61207,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,48.659,5.839,43.16,117.12,45.8,58.29,0.12,WC-001,51.82,96.81,WC-004,0.0,548,447,446,1,0,1,73.95,77.25,0.9573,99.8987,447,0.2,0,-18.43,2.85,426.8,362.7,0.8498,0.9572,0.9978,0.8116,24.05,29.64,64.1,20.0,1,setup_adjustment,good,availability_loss,0.0,0,64.1,0.0,5,85.4,12.8,22.4,no,0.0,7.8,11.4,11.8,10.7,22.4,no,preventive,15.6,6.8,24,22,77.4,expert,5.8,0.0,no,no,58.5,SUP-153,1013.0,4.59,1.03,1.16,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8987,98.0038,867.9,1.946,193.7,77.9,17.4,8.4,364.5,7276.94,12973.29,108.15,0.0,27.04,200,12820.0,2591.04,53.4,153.7966
MFG-LINE-PLT-003-03,PLT-003,WC-004,SHF-PLT-003-20240108-2,2024-01-08,2,421.6,PRD-2024-SKU-03763,electronics_pcb,WO-2024-99317,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,10.778,0.539,9.87,24.92,10.54,11.67,0.05,WC-003,11.3,95.31,WC-001,0.0,2634,1312,1311,1,0,1,333.82,375.0,0.8902,99.9713,1312,0.7,2,-50.19,186.59,421.6,268.3,0.6364,0.7825,0.9992,0.4976,14.57,29.28,153.3,364.7,1,setup_adjustment,poor,availability_loss,32.4,2,153.3,0.0,5,84.3,30.7,64.6,yes,64.6,32.5,0.0,7.2,7.3,41.7,no,preventive,16.8,6.0,1,1,74.7,expert,11.8,0.0,no,no,76.5,SUP-164,287.0,4.94,1.15,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9713,99.6089,1186.5,0.905,266.4,115.5,,7.7,498.3,169.73,351.24,13.09,0.0,3.27,150,22995.0,4602.27,30.9,13.4974
MFG-LINE-PLT-002-03,PLT-002,WC-001,SHF-PLT-002-20220311-1,2022-03-11,1,442.7,PRD-2022-SKU-08365,electronics_pcb,WO-2022-11863,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,45.946,2.297,41.51,119.34,46.27,49.74,0.05,WC-005,49.03,97.02,WC-006,0.0,607,497,496,1,0,1,78.28,82.38,0.9502,99.9655,497,0.0,0,-18.12,3.95,442.7,402.5,0.9092,0.8993,0.998,0.816,25.09,30.74,40.2,55.7,1,reduced_speed,good,performance_loss,21.5,1,40.2,0.0,3,147.6,13.4,15.1,no,13.8,11.3,0.0,0.0,15.1,0.0,no,emergency,13.3,6.2,19,17,68.7,expert,6.2,1.8,no,yes,42.3,SUP-028,345.0,4.89,1.13,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9655,97.438,332.3,0.67,78.9,24.0,,8.3,139.6,4570.66,6085.98,9.79,0.0,2.45,150,6030.0,1208.45,40.3,31.2949
MFG-LINE-PLT-010-03,PLT-010,WC-042,SHF-PLT-010-20231002-1,2023-10-02,1,434.6,PRD-2023-SKU-06461,industrial_machinery,WO-2023-91046,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,57.314,6.878,49.75,163.2,54.68,68.66,0.12,WC-007,60.81,96.45,WC-004,0.0,745,359,356,3,1,2,62.76,103.45,0.6067,99.4276,360,7.2,20,-51.81,5.46,434.6,370.0,0.8514,0.5628,0.9916,0.4751,14.34,30.18,64.6,278.9,3,reduced_speed,poor,performance_loss,26.8,2,64.6,0.0,3,144.9,21.5,41.7,yes,41.7,0.0,0.0,0.0,5.6,17.3,no,preventive,29.1,5.4,10,9,80.5,trainee,1.6,0.0,no,no,79.7,SUP-031,5724.0,4.03,0.84,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.4276,96.9212,1201.5,3.375,259.1,131.5,,7.8,504.6,2653.74,5200.38,43.76,43.76,21.88,100,6460.0,1357.64,45.0,66.1909
MFG-LINE-PLT-005-02,PLT-005,WC-039,SHF-PLT-005-20230614-2,2023-06-14,2,475.1,PRD-2023-SKU-04606,automotive_body,WO-2023-22452,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,52.322,4.186,46.05,83.33,54.14,59.23,0.08,WC-002,54.95,95.47,WC-003,0.0,600,477,476,1,0,1,68.7,75.79,0.9065,99.9879,477,0.1,0,-20.5,5.46,475.1,445.4,0.9375,0.8478,0.9979,0.7931,26.17,33.0,29.7,85.6,1,idling_minor_stops,good,performance_loss,28.9,2,29.7,0.0,2,237.6,14.9,15.7,no,15.7,0.0,14.0,0.0,0.0,0.0,no,preventive,1.3,7.4,13,11,68.7,expert,8.2,0.5,no,no,71.9,SUP-033,121.0,5.17,1.22,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9879,97.57,1107.7,2.327,211.9,164.4,22.2,8.1,465.2,3160.71,4487.72,47.24,0.0,11.81,200,5940.0,1199.81,52.6,63.4074
MFG-LINE-PLT-009-02,PLT-009,WC-025,SHF-PLT-009-20231015-3,2023-10-15,3,421.9,PRD-2023-SKU-03591,automotive_body,WO-2023-69220,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.92,2.046,34.85,77.87,41.84,44.3,0.05,WC-002,40.47,89.9,WC-001,0.0,766,550,549,1,0,1,87.88,109.09,0.8056,99.9751,550,0.6,1,-28.2,7.1,421.9,409.0,0.9694,0.7396,0.9982,0.7156,20.97,29.3,12.9,193.7,1,idling_minor_stops,good,performance_loss,33.5,1,12.9,0.0,1,421.9,12.9,12.9,no,0.0,0.0,0.0,12.9,0.0,0.0,no,preventive,14.2,6.6,15,11,86.7,skilled,24.9,0.0,no,yes,81.3,SUP-003,249.0,4.98,1.16,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9751,99.0645,1424.7,2.595,382.0,177.9,28.5,7.9,598.4,4987.53,5706.31,45.21,0.0,11.3,200,2580.0,527.3,52.3,64.7711
MFG-LINE-PLT-004-02,PLT-004,WC-016,SHF-PLT-004-20240117-1,2024-01-17,1,435.9,PRD-2024-SKU-06079,industrial_machinery,WO-2024-49670,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,238.63,41.76,210.42,605.96,240.47,307.53,0.175,WC-002,285.06,99.9,WC-001,222.63,115,79,78,1,0,1,14.93,16.0,0.9331,99.7507,79,0.2,0,-31.3,10.74,410.4,291.9,0.7113,1.0,0.9873,0.7023,20.02,28.5,118.5,0.0,1,equipment_failure,good,availability_loss,0.0,0,118.5,25.5,2,218.0,59.2,96.3,yes,118.5,0.0,0.0,0.0,0.0,0.0,yes,preventive,6.1,6.3,1,1,93.9,expert,5.4,0.5,no,no,60.1,SUP-184,2493.0,4.31,0.94,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.7507,99.4646,309.7,3.971,72.8,42.4,,7.4,130.1,324.26,677.82,63.78,0.0,15.95,100,11850.0,2385.95,45.8,77.4449
MFG-LINE-PLT-004-03,PLT-004,WC-020,SHF-PLT-004-20240823-1,2024-08-23,1,426.5,PRD-2024-SKU-03759,industrial_machinery,WO-2024-39742,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,147.863,7.393,125.95,287.69,146.32,160.06,0.05,WC-003,156.3,96.09,WC-002,120.77,192,136,135,1,0,1,24.21,27.09,0.8937,99.8763,136,0.6,1,-29.17,2.37,426.5,337.0,0.7901,0.8939,0.9926,0.7011,20.76,29.62,89.5,16.1,1,setup_adjustment,good,availability_loss,0.0,0,89.5,0.0,6,71.1,14.9,33.6,yes,51.9,9.0,0.0,14.0,0.0,14.6,no,corrective,22.2,6.1,9,8,94.3,skilled,2.0,0.0,no,no,52.9,SUP-008,1237.0,4.53,1.01,1.15,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8763,99.8181,367.6,2.723,85.1,43.3,,8.2,154.4,2302.36,4685.64,30.38,0.0,7.59,100,8950.0,1797.59,36.3,82.368
MFG-LINE-PLT-001-02,PLT-001,WC-001,SHF-PLT-001-20220507-1,2022-05-07,1,440.6,PRD-2022-SKU-07400,pharmaceutical,WO-2022-94270,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,53.644,9.576,48.22,145.33,55.4,69.44,0.178,WC-005,56.0,94.9,WC-003,0.0,520,473,472,1,0,1,67.01,70.87,0.9455,99.9785,473,0.3,0,-9.04,5.36,440.6,423.5,0.9612,0.9455,0.9979,0.9069,27.75,30.6,17.1,27.3,1,idling_minor_stops,world_class,performance_loss,0.0,0,17.1,0.0,3,146.9,5.7,6.9,no,0.0,0.0,6.9,5.7,4.5,0.0,no,predictive,22.7,6.1,13,12,65.6,multi_skilled,6.5,0.0,no,no,67.0,SUP-178,215.0,5.02,1.17,1.21,contamination,labelling,100pct_manual,yes,no,no,no,99.9785,97.1796,708.0,1.5,170.6,69.1,,8.0,297.4,3318.77,3776.96,23.56,0.0,5.89,300,5130.0,1031.89,71.2,38.6432
MFG-LINE-PLT-009-02,PLT-009,WC-024,SHF-PLT-009-20240206-2,2024-02-06,2,440.6,PRD-2024-SKU-02824,automotive_body,WO-2024-50349,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,40.188,2.009,34.74,98.91,39.8,43.5,0.05,WC-002,40.77,92.22,WC-003,0.0,800,606,605,1,0,1,89.48,109.09,0.8202,99.9806,606,1.2,3,-24.25,5.15,440.6,406.3,0.9222,0.8203,0.9983,0.7552,23.11,30.6,34.3,132.8,1,idling_minor_stops,good,performance_loss,0.0,0,34.3,0.0,3,146.9,11.4,15.0,no,0.0,5.5,0.0,0.0,15.0,13.7,no,preventive,14.2,5.3,17,16,78.9,skilled,3.4,0.0,no,no,83.7,SUP-145,194.0,5.05,1.18,1.23,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9806,97.4235,807.1,1.334,207.0,78.1,16.1,8.9,339.0,7333.07,12303.57,84.15,0.0,21.04,200,6860.0,1393.04,58.4,116.7463
MFG-LINE-PLT-003-02,PLT-003,WC-045,SHF-PLT-003-20230921-3,2023-09-21,3,449.7,PRD-2023-SKU-04150,electronics_pcb,WO-2023-93378,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,52.526,6.303,46.19,148.53,51.69,62.93,0.12,WC-001,57.71,99.88,WC-001,0.0,738,280,279,1,0,1,68.49,98.63,0.6944,99.8841,280,0.4,1,-62.06,2.66,449.7,284.5,0.6326,0.5988,0.9964,0.3774,11.79,31.23,165.2,187.6,1,reduced_speed,poor,performance_loss,39.2,1,165.2,0.0,7,64.2,23.6,35.2,yes,146.5,0.0,0.0,12.5,6.3,0.0,no,corrective,24.8,5.3,18,14,84.1,semi_skilled,21.5,0.0,no,no,40.7,SUP-140,1159.0,4.55,1.02,1.1,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.8841,99.2257,303.3,1.087,55.7,33.1,,7.3,127.4,2326.27,2251.75,7.23,0.0,1.81,150,24780.0,4957.81,69.0,23.6646
MFG-LINE-PLT-002-04,PLT-002,WC-019,SHF-PLT-002-20220305-3,2022-03-05,3,453.7,PRD-2022-SKU-04719,electronics_pcb,WO-2022-99088,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,24.523,6.652,22.32,39.63,26.98,35.5,0.271,WC-004,28.46,99.9,WC-001,0.0,1924,831,828,3,1,2,146.7,255.32,0.5746,99.6653,832,5.4,16,-56.81,54.75,453.7,339.9,0.7492,0.5746,0.9964,0.4289,13.51,31.51,113.8,615.2,3,idling_minor_stops,poor,performance_loss,0.0,0,113.8,0.0,2,226.8,56.9,82.9,yes,113.8,0.0,0.0,0.0,0.0,0.0,no,preventive,15.6,6.9,3,2,81.9,trainee,23.8,0.0,no,yes,28.8,SUP-084,3347.0,4.21,0.9,0.91,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.6653,99.6575,794.9,0.96,145.5,48.3,,7.6,333.9,661.03,788.96,19.73,19.73,9.87,150,17070.0,3443.6,48.4,21.5527
MFG-LINE-PLT-001-02,PLT-001,WC-008,SHF-PLT-001-20210504-1,2021-05-04,1,430.8,PRD-2021-SKU-09983,pharmaceutical,WO-2021-15429,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,64.725,13.819,56.33,171.81,64.6,87.53,0.213,WC-004,72.34,99.9,WC-002,0.0,508,305,304,1,0,1,55.53,70.87,0.7835,99.9451,305,0.9,2,-39.96,7.06,430.8,407.0,0.9448,0.6344,0.9967,0.5974,17.87,29.92,23.8,175.8,1,idling_minor_stops,average,performance_loss,77.5,2,23.8,0.0,2,215.4,11.9,14.3,no,0.0,0.0,14.3,0.0,0.0,9.5,no,corrective,22.7,6.2,7,6,70.1,semi_skilled,11.9,0.0,no,yes,76.1,SUP-102,549.0,4.76,1.09,1.23,contamination,labelling,100pct_manual,yes,no,no,no,99.9451,96.9991,344.1,1.132,67.3,20.5,,8.5,144.5,942.75,1513.44,22.5,0.0,5.62,300,7140.0,1433.62,71.5,30.6536
MFG-LINE-PLT-005-03,PLT-005,WC-026,SHF-PLT-005-20240723-2,2024-07-23,2,467.0,PRD-2024-SKU-01390,automotive_body,WO-2024-53332,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,61.74,3.087,54.22,80.34,62.53,66.83,0.05,WC-002,58.5,86.14,WC-001,0.0,495,366,365,1,0,1,58.22,63.6,0.9154,99.9892,366,0.4,1,-26.06,3.13,467.0,409.2,0.8762,0.8437,0.9973,0.7373,23.91,32.43,57.8,67.8,1,idling_minor_stops,good,performance_loss,32.0,1,57.8,0.0,5,93.4,11.6,20.9,no,30.2,0.0,0.0,17.3,10.4,0.0,no,preventive,32.9,5.8,17,15,87.9,expert,10.8,0.0,no,no,69.9,SUP-177,108.0,5.2,1.23,1.41,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9892,97.2292,594.6,1.629,111.8,43.5,11.9,8.7,249.7,7423.76,15941.15,55.38,0.0,13.85,200,11560.0,2325.85,59.8,119.5452
MFG-LINE-PLT-005-02,PLT-005,WC-010,SHF-PLT-005-20200819-3,2020-08-19,3,441.6,PRD-2020-SKU-09940,automotive_body,WO-2020-13497,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,61.136,4.891,52.13,96.63,60.03,69.21,0.08,WC-002,64.01,95.18,WC-005,0.0,556,399,398,1,0,1,58.88,75.79,0.7769,99.8196,399,4.2,14,-28.24,3.86,441.6,406.6,0.9207,0.777,0.9975,0.7136,21.88,30.66,35.0,114.5,1,reduced_speed,good,performance_loss,0.0,0,35.0,0.0,2,220.8,17.5,21.3,no,21.3,0.0,13.8,0.0,0.0,0.0,no,emergency,1.3,4.8,15,14,75.6,skilled,4.0,0.0,no,no,89.9,SUP-133,1804.0,4.41,0.97,1.0,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.8196,99.7394,971.9,2.442,191.3,79.1,19.4,8.0,408.2,2217.41,4145.69,53.07,0.0,13.27,200,7000.0,1413.27,28.7,69.191
MFG-LINE-PLT-005-04,PLT-005,WC-023,SHF-PLT-005-20220103-1,2022-01-03,1,432.7,PRD-2022-SKU-07688,automotive_body,WO-2022-25985,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,50.961,6.115,46.17,65.4,48.88,61.05,0.12,WC-003,55.51,99.03,WC-001,0.0,556,277,276,1,0,1,70.48,77.25,0.9124,99.9636,277,0.2,0,-50.18,2.73,432.7,265.4,0.6134,0.8105,0.9964,0.4954,14.89,30.05,167.3,64.8,1,setup_adjustment,poor,availability_loss,29.6,3,167.3,0.0,8,54.1,20.9,51.4,yes,51.4,39.1,25.4,6.6,0.0,44.8,no,corrective,15.6,7.5,16,14,60.6,skilled,9.2,0.0,no,yes,88.6,SUP-165,364.0,4.88,1.13,1.29,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9636,96.97,1008.0,3.652,214.6,132.4,20.2,7.1,423.4,1924.31,4110.1,21.06,0.0,5.26,200,33460.0,6697.26,68.3,43.0001
MFG-LINE-PLT-004-01,PLT-004,WC-002,SHF-PLT-004-20200525-1,2020-05-25,1,453.5,PRD-2020-SKU-09277,industrial_machinery,WO-2020-48722,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,238.077,11.904,217.84,619.83,234.48,257.72,0.05,WC-008,250.53,95.66,WC-002,220.89,129,95,94,1,0,1,15.01,17.19,0.8732,99.9244,95,0.4,1,-26.36,12.44,453.5,379.8,0.8375,0.8729,0.9895,0.7234,22.78,31.49,73.7,13.8,1,equipment_failure,good,availability_loss,0.0,0,73.7,0.0,5,90.7,14.7,22.9,no,9.5,50.1,14.0,0.0,0.0,0.0,no,preventive,28.6,4.7,1,1,60.3,skilled,10.7,0.2,no,no,59.9,SUP-023,756.0,4.67,1.06,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9244,97.0425,297.5,3.165,71.6,26.6,,7.9,124.9,370.56,803.93,35.45,0.0,8.86,100,7370.0,1482.86,36.6,48.3217
MFG-LINE-PLT-005-01,PLT-005,WC-044,SHF-PLT-005-20210126-1,2021-01-26,1,428.9,PRD-2021-SKU-07830,automotive_body,WO-2021-30213,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.188,4.463,33.6,79.3,37.02,44.55,0.12,WC-004,38.27,93.56,WC-001,0.0,747,658,657,1,0,1,96.69,104.65,0.9239,99.9647,658,0.2,0,-11.91,9.19,428.9,408.3,0.952,0.924,0.9985,0.8782,26.16,29.78,20.6,54.1,1,reduced_speed,world_class,performance_loss,0.0,0,20.6,0.0,3,143.0,6.9,8.1,no,8.1,0.0,6.4,6.2,0.0,0.0,no,predictive,20.8,5.2,11,10,81.7,expert,2.5,1.3,no,no,16.2,SUP-002,353.0,4.89,1.13,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9647,98.1697,1377.7,2.097,287.4,84.9,27.6,8.3,578.6,1291.28,1473.59,58.67,0.0,14.67,200,4120.0,838.67,40.6,62.9676
MFG-LINE-PLT-007-02,PLT-007,WC-028,SHF-PLT-007-20241115-1,2024-11-15,1,437.1,PRD-2024-SKU-06532,industrial_machinery,WO-2024-63015,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,254.535,30.544,224.85,478.49,259.02,304.93,0.12,WC-001,266.55,95.2,WC-002,239.0,113,75,74,1,0,1,14.13,15.54,0.9093,99.8521,75,0.1,0,-33.63,2.03,437.1,318.4,0.7284,0.9092,0.9867,0.6535,19.84,30.35,118.7,7.5,1,setup_adjustment,average,availability_loss,0.0,0,118.7,0.0,6,72.9,19.8,52.5,yes,17.9,39.8,0.0,8.5,0.0,52.5,no,predictive,32.8,5.2,6,5,62.9,multi_skilled,12.1,0.0,yes,yes,39.1,SUP-056,1479.0,4.47,0.99,1.14,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8521,97.0862,134.9,1.823,31.3,12.4,,8.8,56.7,921.43,1583.67,62.8,0.0,15.7,100,11870.0,2389.7,73.2,97.5014
MFG-LINE-PLT-010-02,PLT-010,WC-046,SHF-PLT-010-20230824-3,2023-08-24,3,425.9,PRD-2023-SKU-09868,industrial_machinery,WO-2023-97542,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,364.594,68.908,324.79,786.23,350.83,478.29,0.189,WC-001,406.3,99.9,WC-005,352.21,87,38,37,1,0,1,9.66,12.38,0.7803,99.4962,38,0.7,1,-56.32,0.33,425.9,318.7,0.7483,0.5781,0.9737,0.4212,12.46,29.58,107.2,27.7,1,idling_minor_stops,poor,performance_loss,82.6,2,107.2,0.0,7,60.8,15.3,23.9,no,23.6,30.6,13.8,0.0,4.5,34.7,no,corrective,32.7,6.4,19,16,89.8,skilled,13.4,0.0,no,no,48.2,SUP-047,5038.0,4.07,0.86,0.88,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.4962,97.3035,98.7,2.668,26.5,13.7,,8.2,41.5,4383.72,7928.57,119.7,0.0,29.93,100,10720.0,2173.93,48.3,455.6997
MFG-LINE-PLT-006-01,PLT-006,WC-030,SHF-PLT-006-20200828-1,2020-08-28,1,462.1,PRD-2020-SKU-07518,food_beverage,WO-2020-43089,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,26.241,3.149,22.9,32.44,25.9,31.44,0.12,WC-003,29.12,99.9,WC-004,0.0,1126,616,615,1,0,1,137.02,146.34,0.9363,99.9104,616,1.4,4,-45.29,19.96,462.1,312.4,0.6761,0.8084,0.9984,0.5456,17.51,32.09,149.7,146.0,1,equipment_failure,average,availability_loss,42.7,1,149.7,0.0,7,66.0,21.4,58.6,yes,125.7,9.1,12.4,0.0,2.5,0.0,no,preventive,33.4,5.3,5,4,70.0,expert,14.1,0.0,no,no,67.7,SUP-036,896.0,4.62,1.04,1.12,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9104,97.8667,149.4,0.243,37.3,19.5,,8.8,62.7,1157.22,1084.62,23.74,0.0,5.93,80,11976.0,2401.13,41.3,27.4239
MFG-LINE-PLT-004-03,PLT-004,WC-018,SHF-PLT-004-20210105-1,2021-01-05,1,465.9,PRD-2021-SKU-07831,industrial_machinery,WO-2021-36937,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,150.138,7.507,132.49,435.83,149.96,162.52,0.05,WC-004,151.44,91.7,WC-002,123.05,210,137,136,1,0,1,23.85,27.09,0.8804,99.9188,137,0.1,0,-34.76,1.25,465.9,344.7,0.7399,0.8803,0.9927,0.6465,20.92,32.36,121.2,18.6,1,setup_adjustment,average,availability_loss,0.0,0,121.2,0.0,6,77.7,20.2,41.7,yes,52.0,0.0,0.0,17.1,0.0,52.2,no,corrective,22.2,6.1,16,14,91.5,skilled,10.7,1.5,no,no,49.8,SUP-076,812.0,4.65,1.05,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9188,97.1252,244.3,1.796,61.6,22.3,,8.8,102.6,2568.35,2773.26,67.63,0.0,16.91,100,12120.0,2440.91,54.0,107.4038
MFG-LINE-PLT-008-02,PLT-008,WC-032,SHF-PLT-008-20211207-2,2021-12-07,2,475.9,PRD-2021-SKU-09413,medical_devices,WO-2021-57772,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,44.51,3.561,38.49,115.0,44.86,50.39,0.08,WC-006,46.25,94.46,WC-005,0.0,737,625,624,1,0,1,80.76,93.02,0.8682,99.9894,625,1.0,2,-15.2,78.67,475.9,464.3,0.9756,0.8682,0.9984,0.8457,27.95,33.05,11.6,94.9,1,reduced_speed,good,performance_loss,0.0,0,11.6,0.0,1,475.9,11.6,11.6,no,0.0,0.0,0.0,11.6,0.0,0.0,no,corrective,8.4,7.6,2,1,92.6,skilled,9.5,0.0,no,no,72.6,SUP-158,106.0,5.2,1.23,1.32,contamination,functional_failure,automated_vision,yes,no,no,no,99.9894,98.6709,630.2,1.01,152.3,31.8,,8.3,264.7,453.36,692.41,12.3,0.0,3.08,250,2900.0,583.08,42.1,14.1559
MFG-LINE-PLT-004-07,PLT-004,WC-027,SHF-PLT-004-20210516-2,2021-05-16,2,424.3,PRD-2021-SKU-09888,industrial_machinery,WO-2021-82478,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,222.678,11.134,201.39,289.5,221.96,241.05,0.05,WC-005,226.09,92.3,WC-004,204.63,127,75,74,1,0,1,16.0,18.05,0.8864,99.9579,75,1.9,4,-40.94,0.7,424.3,281.2,0.6628,0.8862,0.9867,0.5795,17.08,29.47,143.1,9.6,1,equipment_failure,average,availability_loss,0.0,0,143.1,0.0,6,70.7,23.8,43.3,yes,75.0,27.6,0.0,22.6,0.0,17.8,no,preventive,22.9,5.0,18,15,63.4,expert,13.7,0.0,no,no,73.2,SUP-159,421.0,4.84,1.11,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9579,98.0908,181.8,2.457,39.5,20.5,,8.4,76.4,2571.43,3675.88,29.89,0.0,7.47,100,14310.0,2869.47,41.5,114.717
MFG-LINE-PLT-010-03,PLT-010,WC-030,SHF-PLT-010-20210107-1,2021-01-07,1,454.5,PRD-2021-SKU-08255,industrial_machinery,WO-2021-33022,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.123,4.695,33.95,92.39,38.31,46.87,0.12,WC-003,43.08,99.9,WC-008,0.0,782,663,662,1,0,1,91.94,103.45,0.8887,99.8512,663,3.5,7,-15.22,43.7,454.5,432.7,0.952,0.8888,0.9985,0.8449,26.67,31.56,21.8,83.0,1,idling_minor_stops,good,performance_loss,0.0,0,21.8,0.0,3,151.5,7.3,8.4,no,0.0,0.0,8.0,8.4,5.4,0.0,no,predictive,29.1,6.0,3,2,82.7,skilled,11.6,0.0,no,no,81.7,SUP-077,1488.0,4.47,0.99,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8512,99.0701,1892.7,2.859,471.2,181.0,,8.1,794.9,720.23,1119.8,81.59,0.0,20.4,100,2180.0,456.4,52.4,84.4927
MFG-LINE-PLT-004-03,PLT-004,WC-031,SHF-PLT-004-20230221-3,2023-02-21,3,471.9,PRD-2023-SKU-03426,industrial_machinery,WO-2023-53170,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,170.83,8.541,157.71,287.23,171.41,184.92,0.05,WC-003,172.67,91.89,WC-005,143.74,212,86,85,1,0,1,20.83,27.09,0.7689,99.9192,86,1.1,2,-59.43,0.77,471.9,261.2,0.5535,0.7294,0.9884,0.399,13.07,32.77,210.7,31.9,1,setup_adjustment,poor,availability_loss,13.5,1,210.7,0.0,11,42.9,19.2,41.5,yes,154.6,12.9,5.5,24.8,0.0,12.9,no,corrective,22.2,4.8,19,14,80.6,skilled,21.7,1.8,no,no,47.1,SUP-037,808.0,4.65,1.05,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9192,97.8078,308.9,3.634,74.4,30.8,,7.6,129.7,2912.69,6377.51,80.56,0.0,20.14,100,21070.0,4234.14,44.2,190.8042
MFG-LINE-PLT-005-05,PLT-005,WC-040,SHF-PLT-005-20230422-1,2023-04-22,1,455.6,PRD-2023-SKU-07363,automotive_body,WO-2023-62761,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,101.135,3.034,95.59,126.12,101.3,106.14,0.03,WC-003,101.38,91.13,WC-002,42.12,448,247,246,1,0,1,35.59,59.02,0.603,99.9771,247,7.1,24,-44.87,8.1,455.6,416.4,0.914,0.6031,0.996,0.5489,17.37,31.64,39.2,162.6,1,idling_minor_stops,average,performance_loss,0.0,0,39.2,0.0,2,227.8,19.6,24.8,no,24.8,14.4,0.0,0.0,0.0,0.0,no,predictive,23.7,5.9,5,4,81.2,trainee,11.2,0.1,no,yes,49.9,SUP-055,229.0,5.0,1.17,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9771,98.5797,355.5,1.445,73.2,40.8,7.1,8.8,149.3,1557.04,1782.04,36.0,0.0,9.0,200,7840.0,1577.0,74.2,49.7198
MFG-LINE-PLT-010-02,PLT-010,WC-034,SHF-PLT-010-20200612-2,2020-06-12,2,454.2,PRD-2020-SKU-03087,industrial_machinery,WO-2020-71721,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,327.042,57.232,305.22,580.39,326.25,421.47,0.175,WC-005,370.68,99.9,WC-002,314.66,93,73,72,1,0,1,10.9,12.38,0.8805,99.832,73,1.1,2,-21.51,1.59,431.5,414.8,0.9613,0.8532,0.9863,0.809,24.24,29.97,16.7,12.6,1,idling_minor_stops,good,performance_loss,35.5,2,16.7,22.7,1,454.2,16.7,16.7,no,0.0,0.0,0.0,16.7,0.0,0.0,yes,emergency,32.7,6.0,7,6,94.2,expert,9.4,0.0,no,no,79.1,SUP-076,1680.0,4.43,0.98,1.02,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.832,97.5757,303.8,4.22,54.2,32.5,,7.2,127.6,2617.11,3974.9,29.28,0.0,7.32,100,1670.0,341.32,39.2,121.2424
MFG-LINE-PLT-003-02,PLT-003,WC-024,SHF-PLT-003-20200312-1,2020-03-12,1,424.3,PRD-2020-SKU-09063,electronics_pcb,WO-2020-04718,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,38.132,4.576,35.49,61.66,38.02,45.68,0.12,WC-001,37.46,89.3,WC-001,0.0,695,567,565,2,0,2,94.35,98.63,0.9566,99.657,567,0.7,2,-18.42,8.88,424.3,404.9,0.9543,0.8519,0.9965,0.8101,23.87,29.46,19.4,98.6,2,idling_minor_stops,good,performance_loss,44.3,1,19.4,0.0,2,212.1,9.7,10.1,no,0.0,0.0,10.1,9.3,0.0,0.0,no,preventive,24.8,5.8,10,9,62.1,expert,9.9,0.0,no,no,31.5,SUP-048,3430.0,4.2,0.9,0.92,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.657,99.5704,737.3,1.305,167.4,84.1,,6.7,309.7,2244.89,2459.06,7.96,0.0,3.98,150,2910.0,585.98,32.8,16.3138
MFG-LINE-PLT-001-01,PLT-001,WC-024,SHF-PLT-001-20240729-3,2024-07-29,3,430.6,PRD-2024-SKU-08551,pharmaceutical,WO-2024-03492,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,23.474,0.704,20.41,60.17,23.46,24.64,0.03,WC-001,24.61,95.3,WC-010,0.0,1266,908,907,1,0,1,153.31,176.47,0.8688,99.99,908,2.2,5,-28.28,6.65,430.6,423.2,0.9828,0.7294,0.9989,0.7161,21.42,29.91,7.4,336.9,1,idling_minor_stops,good,performance_loss,67.9,3,7.4,0.0,1,430.6,7.4,7.4,no,0.0,0.0,0.0,0.0,7.4,0.0,no,preventive,26.8,6.2,23,19,86.1,expert,17.3,0.0,no,no,65.4,SUP-006,23.0,5.58,1.36,1.49,contamination,labelling,automated_vision,yes,no,no,no,99.99,97.3093,1537.4,1.695,318.7,129.5,,7.7,645.7,5165.61,12043.27,16.84,0.0,4.21,300,2220.0,448.21,65.9,35.832
MFG-LINE-PLT-002-01,PLT-002,WC-034,SHF-PLT-002-20210302-3,2021-03-02,3,422.2,PRD-2021-SKU-01959,electronics_pcb,WO-2021-52648,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,43.851,2.193,38.43,65.24,43.11,47.47,0.05,WC-001,44.57,92.39,WC-002,0.0,664,396,395,1,0,1,82.03,94.49,0.8681,99.9282,396,2.1,5,-40.36,3.74,422.2,289.6,0.686,0.8682,0.9975,0.594,17.42,29.32,132.6,60.1,1,equipment_failure,average,availability_loss,0.0,0,132.6,0.0,9,46.9,14.7,20.4,no,16.7,86.7,0.0,12.4,16.7,0.0,no,preventive,26.7,5.1,18,15,89.2,expert,13.2,0.0,no,no,26.2,SUP-138,718.0,4.69,1.06,1.12,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9282,97.5167,67.9,0.172,14.4,8.7,,9.6,28.5,2826.14,3885.05,40.42,0.0,10.11,150,19890.0,3988.11,33.5,57.5127
MFG-LINE-PLT-010-03,PLT-010,WC-011,SHF-PLT-010-20220824-1,2022-08-24,1,476.3,PRD-2022-SKU-04065,industrial_machinery,WO-2022-05319,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.271,4.832,34.96,75.61,38.66,48.24,0.12,WC-007,42.17,95.19,WC-004,0.0,819,524,522,2,0,2,89.3,103.45,0.8632,99.8034,524,0.5,1,-36.02,4.38,476.3,437.4,0.9183,0.6948,0.9962,0.6356,21.02,33.08,38.9,230.2,2,idling_minor_stops,average,performance_loss,85.4,3,38.9,0.0,3,158.8,13.0,27.1,no,31.3,0.0,0.0,0.0,7.6,0.0,no,predictive,29.1,5.8,17,15,84.6,skilled,9.5,0.0,no,yes,21.1,SUP-148,1966.0,4.38,0.96,0.97,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8034,99.6604,790.3,1.514,162.4,99.6,,9.0,331.9,7723.11,10963.7,48.24,0.0,24.12,100,3890.0,802.12,37.8,84.2233
MFG-LINE-PLT-005-04,PLT-005,WC-025,SHF-PLT-005-20240107-1,2024-01-07,1,431.8,PRD-2024-SKU-04969,automotive_body,WO-2024-76944,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,76.031,9.124,66.54,149.93,73.84,91.09,0.12,WC-001,80.77,96.57,WC-004,0.0,555,232,231,1,0,1,47.2,77.25,0.611,99.8692,232,0.5,1,-58.2,2.47,431.8,294.9,0.683,0.611,0.9957,0.4155,12.46,29.99,136.9,147.7,1,idling_minor_stops,poor,performance_loss,0.0,0,136.9,0.0,4,108.0,34.2,60.7,yes,116.4,0.0,10.9,9.7,0.0,0.0,no,corrective,15.6,4.6,14,13,90.9,trainee,1.8,0.9,no,no,83.8,SUP-011,1308.0,4.51,1.0,1.1,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.8692,99.7581,611.7,2.648,133.5,57.6,12.2,7.9,256.9,3202.79,5201.26,30.61,0.0,7.65,200,27380.0,5483.65,46.8,67.1237
MFG-LINE-PLT-010-04,PLT-010,WC-040,SHF-PLT-010-20241209-1,2024-12-09,1,466.5,PRD-2024-SKU-03215,industrial_machinery,WO-2024-69396,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,298.066,35.768,273.61,499.88,281.38,357.08,0.12,WC-007,347.47,99.9,WC-004,284.45,105,76,75,1,0,1,11.96,13.62,0.8781,99.8623,76,1.7,6,-27.62,0.48,466.5,417.4,0.8947,0.8021,0.9868,0.7082,22.94,32.4,49.1,18.8,1,idling_minor_stops,good,performance_loss,36.1,1,49.1,0.0,3,155.5,16.4,31.7,yes,31.7,14.2,0.0,0.0,3.3,0.0,no,preventive,14.7,6.6,22,20,73.5,skilled,4.9,0.0,no,no,39.7,SUP-050,1377.0,4.49,1.0,1.0,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8623,99.1316,285.2,3.803,58.2,28.8,,7.5,119.8,8924.73,12378.19,56.15,0.0,14.04,100,4910.0,996.04,66.7,340.9376
MFG-LINE-PLT-004-05,PLT-004,WC-005,SHF-PLT-004-20220104-3,2022-01-04,3,427.9,PRD-2022-SKU-07413,industrial_machinery,WO-2022-77744,hybrid,highly_automated,10,u_shaped,Birmingham_UK,industrial,156.1,151.3,212.568,10.628,192.61,582.86,209.62,230.1,0.05,WC-006,225.01,96.23,WC-005,188.78,169,113,112,1,0,1,16.89,23.79,0.71,99.7951,113,3.4,11,-33.14,1.31,427.9,417.6,0.9759,0.6823,0.9912,0.66,19.61,29.72,10.3,52.6,1,reduced_speed,average,performance_loss,16.2,1,10.3,0.0,1,427.9,10.3,10.3,no,0.0,0.0,10.3,0.0,0.0,0.0,no,preventive,3.8,5.8,13,12,62.5,semi_skilled,4.6,0.0,no,no,14.5,SUP-100,2049.0,4.37,0.96,0.97,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.7951,97.5092,157.6,1.407,37.8,21.2,,9.1,66.2,4474.42,8370.18,98.45,0.0,24.61,100,1030.0,230.61,56.5,214.0129
MFG-LINE-PLT-003-05,PLT-003,WC-035,SHF-PLT-003-20240502-2,2024-05-02,2,470.9,PRD-2024-SKU-03292,electronics_pcb,WO-2024-28182,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.865,5.504,40.64,92.52,46.43,54.95,0.12,WC-003,49.76,98.63,WC-005,0.0,722,578,577,1,0,1,78.36,92.07,0.8511,99.9456,578,0.1,0,-19.94,18.38,470.9,442.6,0.9399,0.8511,0.9983,0.7985,26.11,32.7,28.3,101.1,1,reduced_speed,good,performance_loss,0.0,0,28.3,0.0,2,235.4,14.1,15.5,no,12.8,0.0,15.5,0.0,0.0,0.0,no,preventive,2.5,6.3,5,4,91.9,skilled,10.6,0.0,no,no,86.4,SUP-168,544.0,4.77,1.09,1.17,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9456,99.1639,781.3,1.354,147.0,58.3,,6.6,328.1,798.32,1081.49,9.62,0.0,2.4,150,4245.0,851.4,42.8,12.8946
MFG-LINE-PLT-005-04,PLT-005,WC-014,SHF-PLT-005-20230810-2,2023-08-10,2,433.7,PRD-2023-SKU-08685,automotive_body,WO-2023-59387,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,79.116,9.494,67.77,216.77,80.51,94.78,0.12,WC-004,87.26,99.9,WC-001,1.87,557,299,298,1,0,1,45.49,77.25,0.5889,99.896,299,0.8,3,-46.32,3.75,433.7,419.8,0.9679,0.5532,0.9967,0.5337,16.07,30.12,13.9,241.5,1,idling_minor_stops,average,performance_loss,25.4,1,13.9,0.0,2,216.8,6.9,11.0,no,0.0,0.0,11.0,0.0,2.9,0.0,no,predictive,15.6,6.1,12,11,75.9,trainee,5.7,1.7,no,no,80.9,SUP-167,1040.0,4.58,1.03,1.06,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.896,98.2301,767.6,2.576,181.6,99.8,15.4,7.9,322.4,1569.13,3498.84,20.4,0.0,5.1,200,2780.0,561.1,67.0,37.4751
MFG-LINE-PLT-002-02,PLT-002,WC-047,SHF-PLT-002-20240515-1,2024-05-15,1,460.3,PRD-2024-SKU-01091,electronics_pcb,WO-2024-73387,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.636,0.409,12.23,23.01,13.93,14.31,0.03,WC-010,13.97,93.13,WC-004,0.0,2157,1778,1777,1,0,1,263.91,281.25,0.9383,99.9831,1778,0.1,0,-17.57,77.21,460.3,451.9,0.9818,0.8393,0.9994,0.8236,26.33,31.97,8.4,340.4,1,reduced_speed,good,performance_loss,47.7,3,8.4,0.0,1,460.3,8.4,8.4,no,8.4,0.0,0.0,0.0,0.0,0.0,no,predictive,2.0,6.5,4,3,70.6,multi_skilled,7.9,1.5,no,no,87.8,SUP-112,169.0,5.08,1.19,1.32,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9831,98.9544,1363.0,0.767,238.3,145.8,,8.1,572.5,1099.9,934.95,11.9,0.0,2.98,150,1260.0,254.98,74.5,13.0518
MFG-LINE-PLT-005-06,PLT-005,WC-031,SHF-PLT-005-20240201-2,2024-02-01,2,478.0,PRD-2024-SKU-07726,automotive_body,WO-2024-64461,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,90.6,4.53,78.23,178.24,89.65,98.07,0.05,WC-003,92.93,93.25,WC-002,42.6,382,251,250,1,0,1,39.71,48.0,0.8273,99.9729,251,0.1,0,-34.29,31.38,478.0,428.5,0.8964,0.7323,0.996,0.6538,21.7,33.19,49.5,91.8,1,idling_minor_stops,average,performance_loss,49.2,2,49.5,0.0,4,119.5,12.4,15.2,no,15.2,24.4,0.0,0.0,0.0,10.0,no,corrective,32.1,5.8,2,1,91.8,skilled,10.0,0.0,no,no,33.7,SUP-055,271.0,4.96,1.15,1.22,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9729,98.7721,571.0,2.284,122.7,55.2,11.4,8.2,239.8,175.92,333.27,46.96,0.0,11.74,200,9900.0,1991.74,26.0,49.1846
MFG-LINE-PLT-003-02,PLT-003,WC-003,SHF-PLT-003-20230501-2,2023-05-01,2,426.6,PRD-2023-SKU-03357,electronics_pcb,WO-2023-49595,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,45.201,5.424,42.67,116.39,42.32,54.15,0.12,WC-001,47.01,94.55,WC-001,0.0,700,429,428,1,0,1,79.6,98.63,0.8071,99.9254,429,0.4,1,-38.71,3.34,426.6,349.8,0.82,0.7461,0.9977,0.6104,18.08,29.62,76.8,146.0,1,idling_minor_stops,average,performance_loss,26.4,1,76.8,0.0,3,142.2,25.6,35.4,yes,29.5,0.0,12.0,0.0,0.0,35.4,no,preventive,24.8,4.3,20,18,61.9,skilled,9.1,0.0,no,yes,44.9,SUP-124,746.0,4.68,1.06,1.1,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9254,97.8369,527.3,1.232,147.2,37.8,,6.9,221.5,6614.93,15589.62,10.41,0.0,2.6,150,11520.0,2306.6,49.0,62.3141
MFG-LINE-PLT-005-02,PLT-005,WC-027,SHF-PLT-005-20220726-1,2022-07-26,1,473.7,PRD-2022-SKU-08099,automotive_body,WO-2022-09826,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.34,4.827,53.78,154.99,61.48,68.3,0.08,WC-002,64.7,97.48,WC-003,0.0,598,462,461,1,0,1,59.65,75.79,0.787,99.9683,462,0.5,1,-22.74,11.68,473.7,464.7,0.981,0.787,0.9978,0.7704,25.34,32.9,9.0,125.0,1,idling_minor_stops,good,performance_loss,0.0,0,9.0,0.0,1,473.7,9.0,9.0,no,0.0,9.0,0.0,0.0,0.0,0.0,no,preventive,1.3,7.5,6,5,79.9,semi_skilled,11.3,0.0,no,no,16.2,SUP-095,317.0,4.92,1.14,1.18,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9683,98.6492,899.9,1.952,151.0,118.7,18.0,8.4,378.0,2206.47,4859.46,37.34,0.0,9.34,200,1800.0,369.34,68.4,52.7484
MFG-LINE-PLT-009-01,PLT-009,WC-022,SHF-PLT-009-20210806-1,2021-08-06,1,446.7,PRD-2021-SKU-08571,automotive_body,WO-2021-74356,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,70.869,8.504,64.14,118.82,73.23,84.9,0.12,WC-006,78.17,99.9,WC-002,13.55,426,347,346,1,0,1,50.78,57.32,0.8859,99.9673,347,0.8,2,-18.54,46.48,446.7,410.0,0.9178,0.8859,0.9971,0.8108,25.15,31.02,36.7,44.7,1,idling_minor_stops,good,performance_loss,0.0,0,36.7,0.0,2,223.3,18.4,19.5,no,19.5,17.2,0.0,0.0,0.0,0.0,no,corrective,28.2,6.5,2,1,79.0,skilled,8.1,0.0,no,no,20.4,SUP-163,327.0,4.91,1.14,1.23,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9673,98.8004,641.8,1.855,152.9,59.8,12.8,8.5,269.6,469.73,1113.6,27.39,0.0,6.85,200,7340.0,1474.85,36.0,32.0453
MFG-LINE-PLT-005-03,PLT-005,WC-034,SHF-PLT-005-20240604-1,2024-06-04,1,479.5,PRD-2024-SKU-07580,automotive_body,WO-2024-50843,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,73.746,3.687,63.69,105.4,74.93,79.83,0.05,WC-001,76.06,93.76,WC-002,10.15,507,265,264,1,0,1,48.67,63.6,0.7653,99.8213,265,0.1,0,-47.73,16.52,479.5,400.9,0.8361,0.6236,0.9962,0.5194,17.29,33.3,78.6,160.0,1,reduced_speed,average,performance_loss,74.2,3,78.6,0.0,6,79.9,13.1,21.3,no,21.3,8.7,26.1,22.5,0.0,0.0,no,corrective,32.9,4.9,3,2,86.5,semi_skilled,14.0,0.7,no,no,31.9,SUP-125,1787.0,4.41,0.97,1.07,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.8213,99.336,676.9,2.564,161.1,60.7,13.5,7.9,284.3,819.83,1407.45,40.62,0.0,10.15,200,15720.0,3154.15,73.5,49.2105
MFG-LINE-PLT-001-01,PLT-001,WC-018,SHF-PLT-001-20200105-3,2020-01-05,3,425.5,PRD-2020-SKU-08608,pharmaceutical,WO-2020-63377,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.718,0.742,23.35,48.52,24.46,25.94,0.03,WC-007,25.33,93.17,WC-003,0.0,1251,823,822,1,0,1,145.63,176.47,0.8252,99.99,823,2.3,8,-34.21,10.54,425.5,361.5,0.8496,0.7742,0.9988,0.6569,19.41,29.55,64.0,240.0,1,idling_minor_stops,average,performance_loss,22.4,1,64.0,0.0,4,106.4,16.0,49.8,yes,49.8,0.0,4.9,9.3,0.0,0.0,no,corrective,26.8,6.8,14,11,81.0,skilled,16.9,1.3,no,yes,75.8,SUP-164,56.0,5.36,1.29,1.47,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.8088,1127.8,1.372,244.9,105.7,,8.2,473.7,4345.56,5344.36,19.37,0.0,4.84,300,19200.0,3844.84,58.5,31.1818
MFG-LINE-PLT-006-01,PLT-006,WC-021,SHF-PLT-006-20241129-1,2024-11-29,1,420.0,PRD-2024-SKU-03541,food_beverage,WO-2024-11360,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,32.943,3.953,30.7,78.33,35.21,39.47,0.12,WC-011,34.82,96.08,WC-006,0.0,1023,580,579,1,0,1,109.18,146.34,0.7461,99.8609,580,2.6,5,-43.3,4.14,420.0,334.8,0.7972,0.7102,0.9983,0.5652,16.49,29.17,85.2,236.7,1,idling_minor_stops,average,performance_loss,16.1,1,85.2,0.0,6,70.0,14.2,29.1,no,29.1,24.1,0.0,22.7,9.4,0.0,no,corrective,33.4,3.8,21,20,64.5,semi_skilled,3.2,0.0,no,no,88.9,SUP-166,1391.0,4.49,1.0,1.12,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8609,98.6629,254.8,0.44,47.4,22.3,,7.8,107.0,3446.96,4744.15,7.32,0.0,1.83,80,6816.0,1365.03,32.2,21.4796
MFG-LINE-PLT-006-02,PLT-006,WC-004,SHF-PLT-006-20200831-1,2020-08-31,1,467.0,PRD-2020-SKU-03654,food_beverage,WO-2020-25091,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,6.844,0.821,6.04,13.77,6.79,8.2,0.12,WC-006,7.44,98.8,WC-016,0.0,4241,3780,3776,4,1,3,525.92,545.45,0.9642,99.9087,3781,0.7,1,-10.87,28.54,467.0,445.1,0.9531,0.9342,0.9989,0.8894,28.84,32.43,21.9,266.3,4,reduced_speed,world_class,performance_loss,13.9,1,21.9,0.0,3,155.7,7.3,7.5,no,0.0,0.0,14.5,7.5,0.0,0.0,no,corrective,15.5,7.2,18,17,76.2,multi_skilled,3.6,0.0,no,yes,76.6,SUP-079,913.0,4.62,1.04,1.06,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.9087,98.0923,985.5,0.261,190.7,94.0,,8.7,413.9,5565.04,6939.97,12.0,12.0,9.0,80,1752.0,371.4,55.9,15.3244
MFG-LINE-PLT-010-01,PLT-010,WC-021,SHF-PLT-010-20200715-1,2020-07-15,1,457.4,PRD-2020-SKU-06313,industrial_machinery,WO-2020-62248,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,354.49,28.359,333.1,475.38,361.85,401.28,0.08,WC-002,369.43,94.74,WC-003,341.62,98,62,61,1,0,1,10.1,12.87,0.7848,99.8798,62,0.2,0,-36.73,2.0,427.8,421.6,0.9855,0.6855,0.9839,0.6646,19.75,29.71,6.2,28.4,1,idling_minor_stops,average,performance_loss,82.8,3,6.2,29.6,1,457.4,6.2,6.2,no,0.0,0.0,0.0,0.0,6.2,0.0,yes,corrective,19.7,6.2,5,4,82.8,semi_skilled,0.4,0.0,no,no,12.5,SUP-115,1202.0,4.54,1.01,1.02,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8798,99.1029,294.6,4.83,62.8,35.8,,6.8,123.7,866.37,1784.79,67.48,0.0,16.87,100,620.0,140.87,66.8,112.0479
MFG-LINE-PLT-001-02,PLT-001,WC-048,SHF-PLT-001-20220911-1,2022-09-11,1,450.1,PRD-2022-SKU-02502,pharmaceutical,WO-2022-71892,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,65.656,14.017,60.24,79.65,67.42,88.78,0.213,WC-005,70.87,98.13,WC-003,0.0,531,376,375,1,0,1,54.8,70.87,0.7732,99.9739,376,3.7,12,-29.19,4.54,450.1,432.1,0.96,0.7368,0.9973,0.7054,22.05,31.26,18.0,134.3,1,idling_minor_stops,good,performance_loss,20.4,1,18.0,0.0,1,450.1,18.0,18.0,no,0.0,0.0,18.0,0.0,0.0,0.0,no,corrective,22.7,6.0,12,11,72.1,semi_skilled,1.6,0.0,no,yes,35.8,SUP-079,261.0,4.97,1.16,1.33,contamination,labelling,100pct_manual,no,no,no,no,99.9739,99.5904,612.0,1.632,110.2,70.1,,7.8,257.0,1854.48,2884.53,20.77,0.0,5.19,300,5400.0,1085.19,55.9,33.4627
MFG-LINE-PLT-004-06,PLT-004,WC-020,SHF-PLT-004-20211103-1,2021-11-03,1,473.2,PRD-2021-SKU-01479,industrial_machinery,WO-2021-88370,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,127.256,15.271,111.11,365.22,127.68,152.45,0.12,WC-001,136.87,97.78,WC-003,95.29,251,190,189,1,0,1,28.25,31.97,0.8836,99.7771,190,1.5,5,-24.3,2.66,473.2,424.5,0.8971,0.8399,0.9947,0.7495,24.63,32.86,48.7,36.2,1,reduced_speed,good,performance_loss,21.0,1,48.7,0.0,4,118.3,12.2,24.5,no,0.0,0.0,24.5,19.0,5.2,0.0,no,preventive,6.6,6.2,11,9,60.5,skilled,12.5,0.0,no,no,17.6,SUP-149,2229.0,4.34,0.95,0.99,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.7771,98.3452,630.7,3.337,109.0,33.5,,7.8,264.9,1889.01,1878.3,60.84,0.0,15.21,100,4870.0,989.21,47.1,81.0948
MFG-LINE-PLT-005-05,PLT-005,WC-049,SHF-PLT-005-20211228-1,2021-12-28,1,429.2,PRD-2021-SKU-07919,automotive_body,WO-2021-02553,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,76.511,2.295,70.9,228.5,75.89,80.3,0.03,WC-001,76.34,90.71,WC-002,17.49,422,307,306,1,0,1,47.01,59.02,0.7965,99.9853,307,1.3,3,-27.25,2.52,429.2,429.2,1.0,0.7272,0.9967,0.7249,21.61,29.8,0.0,115.2,1,idling_minor_stops,good,performance_loss,37.4,1,0.0,0.0,0,429.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,23.7,6.3,19,17,81.7,semi_skilled,8.5,0.0,no,no,10.5,SUP-119,147.0,5.12,1.21,1.33,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9853,98.1807,823.1,2.69,190.0,103.5,16.5,7.8,345.7,5460.59,7607.47,27.17,0.0,6.79,200,0.0,6.79,32.6,69.9649
MFG-LINE-PLT-002-03,PLT-002,WC-035,SHF-PLT-002-20240125-2,2024-01-25,2,459.4,PRD-2024-SKU-02000,electronics_pcb,WO-2024-96625,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,48.367,2.418,42.56,98.91,49.24,52.36,0.05,WC-009,49.35,92.75,WC-001,0.0,630,502,501,1,0,1,74.42,82.38,0.9034,99.9642,502,1.1,2,-20.32,4.67,459.4,439.2,0.956,0.8325,0.998,0.7943,25.34,31.9,20.2,101.0,1,idling_minor_stops,good,performance_loss,34.5,1,20.2,0.0,2,229.7,10.1,10.4,no,0.0,10.4,0.0,9.9,0.0,0.0,no,preventive,13.3,6.7,16,14,63.3,expert,10.9,0.0,no,no,69.3,SUP-163,358.0,4.88,1.13,1.29,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9642,98.823,376.8,0.752,94.7,35.9,,8.1,158.3,4936.79,11561.33,29.8,0.0,7.45,150,3030.0,613.45,47.8,62.7899
MFG-LINE-PLT-004-06,PLT-004,WC-013,SHF-PLT-004-20240510-3,2024-05-10,3,432.3,PRD-2024-SKU-02955,industrial_machinery,WO-2024-95518,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,155.734,18.688,132.8,449.48,161.15,186.57,0.12,WC-001,177.51,99.9,WC-003,123.76,229,163,162,1,0,1,23.08,31.97,0.7219,99.6546,163,4.7,12,-28.82,2.81,414.5,414.5,1.0,0.738,0.9939,0.7335,21.11,28.78,0.0,57.9,1,reduced_speed,good,performance_loss,8.5,1,0.0,17.8,0,432.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,6.6,8.0,9,8,85.2,semi_skilled,7.3,0.0,no,yes,72.9,SUP-117,3454.0,4.2,0.9,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.6546,97.7907,463.3,2.86,109.0,28.8,,8.1,194.6,3240.07,5929.79,63.12,0.0,15.78,100,0.0,15.78,33.5,120.1137
MFG-LINE-PLT-007-01,PLT-007,WC-048,SHF-PLT-007-20220201-1,2022-02-01,1,463.3,PRD-2022-SKU-06287,industrial_machinery,WO-2022-13262,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,177.493,5.325,159.02,256.28,177.39,186.28,0.03,WC-002,184.25,94.37,WC-004,156.33,163,141,140,1,0,1,20.28,21.16,0.9584,99.9566,141,0.3,0,-13.5,1.39,463.3,417.2,0.9005,0.9581,0.9929,0.8566,27.56,32.18,46.1,6.2,1,setup_adjustment,world_class,availability_loss,0.0,0,46.1,0.0,2,231.7,23.1,31.3,yes,14.8,31.3,0.0,0.0,0.0,0.0,no,preventive,27.1,5.9,14,13,90.7,expert,0.9,0.0,no,no,62.4,SUP-179,434.0,4.83,1.11,1.21,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9566,97.5359,363.0,2.593,74.0,37.8,,8.3,152.5,4782.81,4309.02,61.31,0.0,15.33,100,4610.0,937.33,70.3,126.6896
MFG-LINE-PLT-003-01,PLT-003,WC-046,SHF-PLT-003-20240128-3,2024-01-28,3,453.2,PRD-2024-SKU-09054,electronics_pcb,WO-2024-76174,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.836,1.192,20.71,53.29,23.71,25.8,0.05,WC-006,24.39,93.01,WC-008,0.0,1326,960,959,1,0,1,151.0,175.61,0.8599,99.9635,960,0.1,0,-27.6,6.05,453.2,409.6,0.9038,0.8007,0.999,0.7229,22.75,31.47,43.6,238.9,1,reduced_speed,good,performance_loss,28.2,2,43.6,0.0,3,151.1,14.5,19.1,no,0.0,26.9,0.0,16.7,0.0,0.0,no,preventive,24.0,6.4,22,21,94.3,multi_skilled,3.3,0.2,no,no,26.0,SUP-115,365.0,4.88,1.13,1.3,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9635,98.1052,332.8,0.347,64.1,36.3,,9.1,139.8,9297.86,15507.34,9.8,0.0,2.45,150,6540.0,1310.45,48.0,35.6759
MFG-LINE-PLT-002-03,PLT-002,WC-044,SHF-PLT-002-20200402-2,2020-04-02,2,454.8,PRD-2020-SKU-05726,electronics_pcb,WO-2020-16446,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,56.386,2.819,49.55,81.84,56.4,61.04,0.05,WC-004,57.98,93.49,WC-007,0.0,623,406,405,1,0,1,63.74,82.38,0.7737,99.9054,406,2.4,6,-34.83,26.71,454.8,417.3,0.9176,0.7086,0.9975,0.6485,20.48,31.58,37.5,167.0,1,idling_minor_stops,average,performance_loss,35.1,2,37.5,0.0,3,151.6,12.5,19.1,no,0.0,27.5,0.0,10.0,0.0,0.0,no,emergency,13.3,7.9,3,2,86.9,semi_skilled,8.5,0.0,no,no,13.3,SUP-057,946.0,4.61,1.04,1.1,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,yes,99.9054,98.7953,369.0,0.911,75.9,47.2,,7.7,155.0,424.09,505.93,12.86,0.0,3.21,150,5625.0,1128.21,41.6,15.1881
MFG-LINE-PLT-010-02,PLT-010,WC-043,SHF-PLT-010-20200125-2,2020-01-25,2,476.3,PRD-2020-SKU-07058,industrial_machinery,WO-2020-15396,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,352.89,66.696,313.95,701.53,368.86,462.94,0.189,WC-005,379.58,97.79,WC-002,340.51,97,71,70,1,0,1,10.1,12.38,0.8158,99.6231,71,2.0,4,-26.8,1.76,476.3,421.9,0.8858,0.8159,0.9859,0.7125,23.57,33.08,54.4,16.0,1,reduced_speed,good,performance_loss,0.0,0,54.4,0.0,2,238.2,27.2,46.5,yes,46.5,0.0,0.0,8.0,0.0,0.0,no,preventive,32.7,4.8,6,5,75.7,skilled,10.7,0.0,no,yes,81.4,SUP-170,3769.0,4.17,0.89,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6231,99.2312,262.7,3.753,55.2,22.0,,7.5,110.3,961.15,1516.18,64.82,0.0,16.2,100,5440.0,1104.2,68.7,101.1364
MFG-LINE-PLT-004-07,PLT-004,WC-045,SHF-PLT-004-20200505-2,2020-05-05,2,453.6,PRD-2020-SKU-02740,industrial_machinery,WO-2020-45737,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,236.139,11.807,211.58,539.02,234.69,255.62,0.05,WC-001,240.32,92.52,WC-004,218.09,136,96,95,1,0,1,15.24,18.05,0.8443,99.8952,96,0.7,2,-29.41,1.26,453.6,388.0,0.8554,0.8222,0.9896,0.696,21.93,31.5,65.6,20.8,1,reduced_speed,average,performance_loss,10.2,1,65.6,0.0,5,90.7,13.1,30.3,yes,40.6,12.0,9.1,0.0,3.9,0.0,no,preventive,22.9,5.8,11,10,76.1,skilled,7.9,0.4,no,no,83.2,SUP-183,1048.0,4.58,1.03,1.1,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8952,98.4194,198.1,2.085,40.7,12.1,,8.6,83.2,4094.73,5179.38,87.33,0.0,21.83,100,6560.0,1333.83,42.7,185.8715
MFG-LINE-PLT-006-01,PLT-006,WC-048,SHF-PLT-006-20210516-1,2021-05-16,1,474.0,PRD-2021-SKU-01301,food_beverage,WO-2021-82523,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.657,3.319,24.16,33.82,28.07,33.13,0.12,WC-012,30.9,99.9,WC-007,0.0,1154,593,592,1,0,1,130.15,146.34,0.8894,99.8709,593,1.5,5,-48.61,6.24,474.0,365.0,0.77,0.6661,0.9983,0.5121,16.86,32.92,109.0,297.3,1,idling_minor_stops,average,performance_loss,91.6,3,109.0,0.0,4,118.5,27.2,45.1,yes,81.5,0.0,19.6,7.8,0.0,0.0,no,corrective,33.4,6.5,14,12,82.0,skilled,9.0,0.0,no,no,71.7,SUP-187,1291.0,4.51,1.0,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8709,97.0423,291.9,0.493,68.3,32.5,,7.5,122.6,4906.26,5117.56,3.51,0.0,0.88,80,8720.0,1744.88,54.0,20.4481
MFG-LINE-PLT-002-02,PLT-002,WC-036,SHF-PLT-002-20211228-1,2021-12-28,1,430.3,PRD-2021-SKU-02083,electronics_pcb,WO-2021-81598,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.583,0.437,12.49,26.42,14.53,15.3,0.03,WC-001,14.77,92.08,WC-008,0.0,2016,1561,1560,1,0,1,246.82,281.25,0.8776,99.9794,1561,0.2,0,-22.57,217.53,430.3,419.9,0.9758,0.7931,0.9994,0.7734,23.11,29.88,10.4,407.2,1,reduced_speed,good,performance_loss,40.4,1,10.4,0.0,1,430.3,10.4,10.4,no,0.0,0.0,0.0,0.0,10.4,0.0,no,predictive,2.0,6.7,2,1,86.6,skilled,3.2,1.3,no,no,22.3,SUP-076,206.0,5.03,1.18,1.24,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9794,98.7256,301.1,0.193,74.1,36.7,,9.5,126.5,367.92,591.77,10.7,0.0,2.67,150,1560.0,314.67,26.8,11.322
MFG-LINE-PLT-003-05,PLT-003,WC-013,SHF-PLT-003-20220120-1,2022-01-20,1,435.7,PRD-2022-SKU-03522,electronics_pcb,WO-2022-71851,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,40.996,4.92,35.83,102.84,39.75,49.11,0.12,WC-005,43.16,95.71,WC-002,0.0,668,543,542,1,0,1,87.71,92.07,0.9526,99.9312,543,0.2,0,-18.71,10.66,435.7,371.5,0.8526,0.9526,0.9982,0.8107,24.53,30.25,64.2,27.0,1,equipment_failure,good,availability_loss,0.0,0,64.2,0.0,1,435.7,64.2,64.2,yes,64.2,0.0,0.0,0.0,0.0,0.0,no,corrective,2.5,7.2,8,7,65.0,expert,6.1,0.0,no,no,39.7,SUP-042,688.0,4.7,1.07,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9312,99.0022,69.9,0.129,13.2,4.3,,9.7,29.4,2113.62,2716.3,6.32,0.0,1.58,150,9630.0,1927.58,72.5,15.243
MFG-LINE-PLT-010-03,PLT-010,WC-005,SHF-PLT-010-20210512-1,2021-05-12,1,440.1,PRD-2021-SKU-07479,industrial_machinery,WO-2021-41366,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,40.039,4.805,34.06,80.29,39.1,47.97,0.12,WC-002,45.57,99.9,WC-006,0.0,757,540,539,1,0,1,89.76,103.45,0.8677,99.8817,540,0.1,0,-28.67,4.32,440.1,360.9,0.8201,0.8677,0.9981,0.7103,21.71,30.57,79.2,82.3,1,equipment_failure,good,availability_loss,0.0,0,79.2,0.0,4,110.0,19.8,27.8,no,46.9,0.0,5.1,0.0,0.0,27.2,no,predictive,29.1,5.4,19,17,72.5,skilled,7.6,0.0,no,no,26.9,SUP-164,1183.0,4.54,1.01,1.04,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8817,97.9147,933.0,1.731,243.5,139.0,,8.8,391.9,7997.35,18322.09,23.03,0.0,5.76,100,7920.0,1589.76,47.8,71.9029
MFG-LINE-PLT-009-02,PLT-009,WC-012,SHF-PLT-009-20211208-1,2021-12-08,1,446.1,PRD-2021-SKU-06122,automotive_body,WO-2021-22099,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,35.167,1.758,30.52,70.52,33.31,38.07,0.05,WC-001,34.78,89.9,WC-002,0.0,810,630,629,1,0,1,102.21,109.09,0.9369,99.9844,630,0.6,2,-22.22,10.57,446.1,369.8,0.829,0.937,0.9984,0.7755,24.03,30.98,76.3,42.4,1,setup_adjustment,good,availability_loss,0.0,0,76.3,0.0,4,111.5,19.1,38.4,yes,38.4,16.9,0.0,7.3,13.7,0.0,no,preventive,14.2,5.2,10,8,90.4,expert,13.7,0.0,no,no,67.1,SUP-074,156.0,5.11,1.2,1.27,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9844,97.1088,1773.8,2.82,377.5,139.4,35.5,7.7,745.0,2059.09,3600.27,15.98,0.0,4.0,200,15260.0,3056.0,37.1,25.0028
MFG-LINE-PLT-005-04,PLT-005,WC-031,SHF-PLT-005-20210412-3,2021-04-12,3,450.7,PRD-2021-SKU-02652,automotive_body,WO-2021-67531,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,65.121,7.815,59.84,164.38,63.39,78.02,0.12,WC-004,68.35,95.41,WC-001,0.0,580,339,338,1,0,1,55.24,77.25,0.7151,99.9468,339,1.2,4,-41.55,2.14,450.7,400.6,0.8888,0.6572,0.9971,0.5824,18.23,31.3,50.1,176.8,1,reduced_speed,average,performance_loss,32.4,1,50.1,0.0,3,150.2,16.7,27.5,no,41.8,0.0,0.0,8.3,0.0,0.0,no,emergency,15.6,5.9,23,21,62.0,semi_skilled,5.4,1.2,no,no,79.4,SUP-085,532.0,4.77,1.09,1.11,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9468,99.312,1006.6,2.978,254.4,110.8,20.1,7.6,422.8,7639.91,8611.33,31.09,0.0,7.77,200,10020.0,2011.77,68.4,79.2626
MFG-LINE-PLT-002-01,PLT-002,WC-012,SHF-PLT-002-20200912-2,2020-09-12,2,443.3,PRD-2020-SKU-07733,electronics_pcb,WO-2020-85011,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,42.235,2.112,38.61,114.38,42.36,45.72,0.05,WC-001,41.12,88.5,WC-002,0.0,697,458,457,1,0,1,85.23,94.49,0.902,99.9672,458,0.1,0,-34.29,3.87,443.3,349.2,0.7877,0.8329,0.9978,0.6546,20.15,30.78,94.1,91.9,1,setup_adjustment,average,availability_loss,26.8,1,94.1,0.0,6,73.9,15.7,32.2,yes,51.3,8.9,16.7,17.2,0.0,0.0,no,predictive,26.7,6.0,18,16,89.6,expert,7.8,0.0,no,no,42.2,SUP-029,328.0,4.91,1.14,1.14,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9672,98.4688,261.9,0.573,51.0,15.1,,8.6,110.0,2720.96,2283.14,9.44,0.0,2.36,150,14115.0,2825.36,66.5,20.4105
MFG-LINE-PLT-003-04,PLT-003,WC-033,SHF-PLT-003-20241013-2,2024-10-13,2,457.9,PRD-2024-SKU-03653,electronics_pcb,WO-2024-86220,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,29.704,1.485,26.21,56.0,29.26,32.15,0.05,WC-008,30.47,93.24,WC-006,0.0,1013,813,812,1,0,1,121.16,132.84,0.9121,99.9651,813,1.1,2,-19.74,53.2,457.9,402.6,0.8792,0.9121,0.9988,0.8009,25.47,31.8,55.3,78.4,1,equipment_failure,good,availability_loss,0.0,0,55.3,0.0,3,152.6,18.4,27.6,no,36.6,0.0,0.0,0.0,0.0,18.7,no,corrective,11.0,5.5,3,2,62.3,expert,9.0,1.9,no,no,79.6,SUP-044,349.0,4.89,1.13,1.13,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9651,99.921,618.7,0.762,117.3,46.1,,8.1,259.9,459.26,1117.62,7.18,0.0,1.79,150,8295.0,1660.79,62.6,9.1308
MFG-LINE-PLT-002-02,PLT-002,WC-035,SHF-PLT-002-20200718-3,2020-07-18,3,428.1,PRD-2020-SKU-07935,electronics_pcb,WO-2020-36476,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,15.753,0.473,13.75,37.88,15.73,16.53,0.03,WC-007,16.22,93.58,WC-002,0.0,2004,1534,1532,2,0,2,228.42,281.25,0.8122,99.8925,1534,1.3,3,-23.45,26.84,428.1,402.9,0.9411,0.8122,0.9987,0.7634,22.7,29.73,25.2,354.7,2,idling_minor_stops,good,performance_loss,0.0,0,25.2,0.0,2,214.1,12.6,17.1,no,8.1,0.0,17.1,0.0,0.0,0.0,no,preventive,2.0,6.5,11,8,72.4,skilled,23.3,0.0,no,no,44.8,SUP-078,1075.0,4.57,1.02,1.07,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8925,96.9007,1481.4,0.967,341.0,164.0,,7.6,622.2,1770.51,3680.76,10.34,0.0,5.17,150,3780.0,761.17,34.9,13.9118
MFG-LINE-PLT-005-04,PLT-005,WC-014,SHF-PLT-005-20240424-1,2024-04-24,1,423.1,PRD-2024-SKU-03600,automotive_body,WO-2024-30035,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,54.089,6.491,48.93,131.53,50.35,64.8,0.12,WC-002,60.84,99.9,WC-001,0.0,544,389,388,1,0,1,66.53,77.25,0.8612,99.95,389,3.2,9,-28.49,4.59,423.1,350.8,0.8291,0.8612,0.9974,0.7122,20.93,29.38,72.3,62.7,1,equipment_failure,good,availability_loss,0.0,0,72.3,0.0,3,141.0,24.1,50.2,yes,50.2,0.0,14.2,0.0,7.9,0.0,no,corrective,15.6,4.9,15,12,87.8,skilled,14.1,0.0,no,no,44.3,SUP-033,500.0,4.79,1.1,1.13,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.95,99.6413,1157.8,2.984,219.2,83.0,23.2,7.6,486.3,3851.65,7026.29,9.36,0.0,2.34,200,14460.0,2894.34,31.3,37.4201
MFG-LINE-PLT-005-04,PLT-005,WC-015,SHF-PLT-005-20231015-1,2023-10-15,1,466.3,PRD-2023-SKU-08203,automotive_body,WO-2023-88104,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,59.649,7.158,51.56,75.23,58.69,71.46,0.12,WC-002,62.63,95.46,WC-003,0.0,600,355,354,1,0,1,60.25,77.25,0.7799,99.9412,355,0.4,0,-40.83,3.5,429.8,344.8,0.8022,0.7996,0.9972,0.6397,19.09,29.85,85.0,89.0,1,reduced_speed,average,performance_loss,27.8,2,85.0,36.5,2,233.2,42.5,65.2,yes,85.0,0.0,0.0,0.0,0.0,0.0,yes,corrective,15.6,5.6,16,13,91.4,semi_skilled,12.8,0.0,no,no,45.2,SUP-141,588.0,4.74,1.08,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9412,99.8819,832.3,2.351,165.0,43.4,16.6,8.1,349.6,4426.23,5618.21,54.16,0.0,13.54,200,17000.0,3413.54,73.0,82.6871
MFG-LINE-PLT-002-02,PLT-002,WC-029,SHF-PLT-002-20201228-2,2020-12-28,2,470.6,PRD-2020-SKU-05677,electronics_pcb,WO-2020-24156,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,21.343,0.64,19.73,61.67,21.23,22.4,0.03,WC-006,22.0,93.71,WC-010,0.0,2204,1178,1177,1,0,1,168.65,281.25,0.5996,99.9387,1178,0.4,1,-46.55,50.02,446.1,430.6,0.9653,0.5836,0.9992,0.5628,17.44,30.98,15.5,840.6,1,reduced_speed,average,performance_loss,36.1,2,15.5,24.5,1,470.6,15.5,15.5,no,0.0,0.0,15.5,0.0,0.0,0.0,yes,preventive,2.0,7.2,4,3,89.7,trainee,8.0,0.0,no,no,77.3,SUP-058,613.0,4.73,1.08,1.17,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9387,97.8405,1281.8,1.089,232.7,170.3,,7.3,538.4,521.24,559.14,4.49,0.0,1.12,150,2325.0,466.12,38.0,5.4117
MFG-LINE-PLT-004-03,PLT-004,WC-039,SHF-PLT-004-20221017-1,2022-10-17,1,472.8,PRD-2022-SKU-03796,industrial_machinery,WO-2022-19004,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,171.828,8.591,146.89,498.62,174.53,186.0,0.05,WC-004,172.83,91.44,WC-001,144.74,213,128,127,1,0,1,20.83,27.09,0.7689,99.8416,128,0.2,0,-39.91,16.12,472.8,383.5,0.8111,0.7394,0.9922,0.595,19.53,32.83,89.3,45.1,1,reduced_speed,average,performance_loss,14.9,1,89.3,0.0,6,78.8,14.9,23.7,no,17.3,28.6,0.0,9.8,9.9,23.7,no,corrective,22.2,6.5,1,1,68.0,semi_skilled,2.9,1.3,no,yes,17.8,SUP-158,1584.0,4.45,0.98,1.08,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8416,98.1216,251.6,1.981,47.0,27.2,,8.7,105.7,189.92,166.21,72.34,0.0,18.09,100,8930.0,1804.09,28.4,75.7138
MFG-LINE-PLT-010-01,PLT-010,WC-008,SHF-PLT-010-20230715-3,2023-07-15,3,466.0,PRD-2023-SKU-01095,industrial_machinery,WO-2023-46384,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,353.211,28.257,331.37,648.94,376.82,399.84,0.08,WC-001,355.13,91.4,WC-004,340.34,99,52,51,1,0,1,10.17,12.87,0.7902,99.8925,52,1.6,6,-47.47,6.57,466.0,415.6,0.8918,0.5833,0.9808,0.5102,16.51,32.36,50.4,37.1,1,reduced_speed,average,performance_loss,108.7,3,50.4,0.0,3,155.3,16.8,27.0,no,42.9,0.0,0.0,7.5,0.0,0.0,no,preventive,19.7,6.2,1,1,92.7,skilled,4.5,0.0,no,no,39.9,SUP-028,1075.0,4.57,1.02,1.14,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8925,98.7254,149.5,2.932,25.1,20.4,,8.0,62.8,426.36,573.12,68.44,0.0,17.11,100,5040.0,1025.11,41.0,89.3796
MFG-LINE-PLT-003-02,PLT-003,WC-010,SHF-PLT-003-20230121-2,2023-01-21,2,432.6,PRD-2023-SKU-08181,electronics_pcb,WO-2023-32544,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,44.406,5.329,41.91,98.2,44.93,53.2,0.12,WC-001,45.61,93.37,WC-001,0.0,710,469,468,1,0,1,80.92,98.63,0.8204,99.8896,469,1.4,3,-33.94,3.61,432.6,389.6,0.9006,0.7324,0.9979,0.6582,19.77,30.04,43.0,171.4,1,idling_minor_stops,average,performance_loss,41.8,1,43.0,0.0,3,144.2,14.3,24.0,no,37.7,0.0,0.0,5.3,0.0,0.0,no,preventive,24.8,4.4,22,18,70.3,skilled,14.5,0.0,no,yes,30.7,SUP-098,1104.0,4.56,1.02,1.15,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8896,98.1772,601.4,1.285,114.4,77.2,,6.8,252.6,6215.47,12436.98,8.01,0.0,2.0,150,6450.0,1292.0,73.6,47.8828
MFG-LINE-PLT-005-04,PLT-005,WC-010,SHF-PLT-005-20201124-1,2020-11-24,1,436.8,PRD-2020-SKU-03732,automotive_body,WO-2020-15297,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,47.781,5.734,41.46,110.65,47.47,57.24,0.12,WC-003,50.17,95.45,WC-001,0.0,562,518,517,1,0,1,75.26,77.25,0.9742,99.9828,518,0.3,0,-7.83,5.07,397.5,373.7,0.9401,1.0,0.9981,0.9383,25.9,27.6,23.8,0.0,1,equipment_failure,world_class,availability_loss,0.0,0,23.8,39.3,2,218.4,11.9,13.0,no,0.0,13.0,0.0,10.8,0.0,0.0,yes,predictive,15.6,6.7,15,14,72.3,expert,3.3,0.6,no,no,44.4,SUP-090,172.0,5.08,1.19,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9828,99.3045,535.1,1.035,131.7,75.3,10.7,9.2,224.7,3239.73,3455.27,18.18,0.0,4.54,200,4760.0,956.54,74.3,31.1649
MFG-LINE-PLT-006-02,PLT-006,WC-020,SHF-PLT-006-20211023-1,2021-10-23,1,449.1,PRD-2021-SKU-05380,food_beverage,WO-2021-20977,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,8.307,0.997,7.51,17.98,8.74,9.95,0.12,WC-013,9.45,99.9,WC-016,0.0,4071,2887,2878,9,4,5,433.27,545.45,0.7943,99.7206,2891,0.0,0,-29.08,192.25,449.1,399.8,0.8902,0.7943,0.9969,0.7049,21.98,31.19,49.3,747.6,9,reduced_speed,good,performance_loss,0.0,0,49.3,0.0,3,149.7,16.4,18.2,no,0.0,0.0,15.0,0.0,16.1,18.2,no,preventive,15.5,6.7,3,2,87.7,semi_skilled,1.1,0.0,no,no,12.3,SUP-162,2794.0,4.27,0.92,1.04,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.7206,98.5426,1988.7,0.691,412.4,250.2,,6.5,835.3,279.58,659.26,5.17,20.68,6.46,80,3944.0,815.94,44.3,5.5124
MFG-LINE-PLT-003-02,PLT-003,WC-011,SHF-PLT-003-20220427-2,2022-04-27,2,465.6,PRD-2022-SKU-09126,electronics_pcb,WO-2022-29122,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,51.034,6.124,43.74,124.39,53.69,61.14,0.12,WC-001,48.66,86.68,WC-001,0.0,763,232,231,1,0,1,70.48,98.63,0.7146,99.7542,232,0.6,1,-69.59,3.72,465.6,221.4,0.4756,0.6374,0.9957,0.3018,9.76,32.33,244.2,132.0,1,setup_adjustment,poor,availability_loss,23.9,1,244.1715042340336,0.0,4,116.4,23.3,244.1715042340336,yes,79.3,13.9,0.0,0.0,0.0,0.0,no,preventive,24.8,2.2,9,8,75.8,semi_skilled,2.2,0.0,no,no,70.5,SUP-101,2458.0,4.31,0.94,1.02,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,yes,yes,yes,99.7542,98.2452,177.4,0.768,44.5,10.9,,8.1,74.5,3023.47,5701.23,13.2,0.0,3.3,150,36625.73,7328.45,35.7,51.0264
MFG-LINE-PLT-005-06,PLT-005,WC-047,SHF-PLT-005-20200807-2,2020-08-07,2,432.4,PRD-2020-SKU-01483,automotive_body,WO-2020-54276,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,91.626,4.581,85.58,238.55,90.81,99.18,0.05,WC-008,93.94,93.2,WC-003,43.63,345,184,183,1,0,1,39.19,48.0,0.8165,99.96,184,1.0,3,-46.67,1.69,432.4,402.0,0.9297,0.5722,0.9946,0.529,15.88,30.03,30.4,137.6,1,idling_minor_stops,average,performance_loss,120.3,3,30.4,0.0,3,144.1,10.1,16.9,no,0.0,0.0,0.0,5.3,8.2,16.9,no,preventive,32.1,5.3,17,15,92.6,skilled,8.7,0.0,no,no,46.9,SUP-141,400.0,4.85,1.12,1.16,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.96,99.4743,390.7,2.135,85.8,25.5,7.8,8.3,164.1,2224.17,4339.87,37.67,0.0,9.42,200,6080.0,1225.42,40.1,73.7449
MFG-LINE-PLT-010-02,PLT-010,WC-019,SHF-PLT-010-20230210-3,2023-02-10,3,437.1,PRD-2023-SKU-04093,industrial_machinery,WO-2023-80445,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,347.366,62.005,311.64,741.77,369.07,449.67,0.178,WC-005,372.65,97.53,WC-001,334.99,88,51,50,1,0,1,10.2,12.38,0.8239,98.2866,51,0.8,2,-42.05,0.38,437.1,421.8,0.965,0.5862,0.9804,0.5546,16.83,30.35,15.3,36.0,1,reduced_speed,average,performance_loss,121.7,4,15.3,0.0,2,218.5,7.6,12.7,no,0.0,0.0,12.7,0.0,2.5,0.0,no,preventive,32.7,5.7,19,18,65.5,multi_skilled,2.0,0.0,no,no,79.9,SUP-018,17134.0,3.62,0.71,0.82,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,98.2866,98.2167,185.3,3.706,43.9,24.4,,7.5,77.8,5632.86,13530.96,17.52,0.0,4.38,100,1530.0,310.38,52.3,401.1468
MFG-LINE-PLT-002-02,PLT-002,WC-013,SHF-PLT-002-20241229-2,2024-12-29,2,437.2,PRD-2024-SKU-07974,electronics_pcb,WO-2024-34487,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,16.792,0.504,14.68,49.75,16.87,17.62,0.03,WC-005,17.23,93.25,WC-004,0.0,2048,1488,1487,1,0,1,214.3,281.25,0.762,99.9594,1488,4.1,8,-27.34,14.58,437.2,437.2,1.0,0.7261,0.9993,0.7256,22.03,30.36,0.0,561.3,1,idling_minor_stops,good,performance_loss,20.6,1,0.0,0.0,0,437.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,6.9,17,14,87.7,semi_skilled,12.8,0.7,no,no,31.5,SUP-017,406.0,4.85,1.12,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9594,97.7686,1305.6,0.878,238.3,178.4,,7.8,548.4,3454.24,6288.16,12.03,0.0,3.01,150,0.0,3.01,67.9,18.5898
MFG-LINE-PLT-010-01,PLT-010,WC-009,SHF-PLT-010-20200612-2,2020-06-12,2,453.0,PRD-2020-SKU-08880,industrial_machinery,WO-2020-34189,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,333.264,26.661,313.88,754.67,326.08,377.25,0.08,WC-002,337.52,92.07,WC-003,320.39,97,56,55,1,0,1,10.67,12.87,0.8291,99.8439,56,2.6,6,-42.27,7.28,453.0,315.0,0.6954,0.8286,0.9821,0.5659,17.8,31.46,138.0,11.6,1,equipment_failure,average,availability_loss,0.0,0,138.0,0.0,1,453.0,138.0,138.0,yes,138.0,0.0,0.0,0.0,0.0,0.0,no,corrective,19.7,6.1,1,1,60.1,skilled,3.3,0.0,no,no,79.6,SUP-154,1561.0,4.46,0.99,0.99,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8439,98.2492,124.2,2.259,23.6,6.8,,8.5,52.2,434.71,790.06,68.4,0.0,17.1,100,13800.0,2777.1,54.5,91.9122
MFG-LINE-PLT-005-04,PLT-005,WC-009,SHF-PLT-005-20200422-1,2020-04-22,1,449.1,PRD-2020-SKU-05799,automotive_body,WO-2020-56420,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.848,6.342,47.57,65.17,54.52,63.31,0.12,WC-003,53.94,92.79,WC-002,0.0,578,299,298,1,0,1,67.99,77.25,0.8801,99.9732,299,0.7,2,-48.27,19.91,449.1,273.5,0.609,0.8492,0.9967,0.5154,16.07,31.18,175.6,53.1,1,equipment_failure,average,availability_loss,9.6,1,175.6,0.0,5,89.8,35.1,102.0,yes,128.5,23.7,0.0,6.9,16.6,0.0,no,emergency,15.6,5.4,3,2,72.1,skilled,12.1,0.4,no,no,29.9,SUP-045,268.0,4.96,1.15,1.28,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9732,98.9382,776.6,2.606,179.6,65.2,15.5,7.9,326.2,890.69,832.83,43.38,0.0,10.85,200,35120.0,7034.85,39.5,49.3092
MFG-LINE-PLT-007-02,PLT-007,WC-048,SHF-PLT-007-20210721-2,2021-07-21,2,426.2,PRD-2021-SKU-03996,industrial_machinery,WO-2021-04603,hybrid,semi_automated,2,parallel,Detroit_US,industrial,238.3,231.6,276.61,33.193,241.08,374.93,267.9,331.38,0.12,WC-001,296.51,97.45,WC-002,261.07,110,60,59,1,0,1,12.9,15.54,0.8301,99.7963,60,0.5,1,-45.45,0.64,426.2,287.9,0.6755,0.8045,0.9833,0.5344,15.82,29.6,138.3,14.6,1,setup_adjustment,average,availability_loss,8.9,1,138.3,0.0,6,71.0,23.1,45.8,yes,67.6,70.7,0.0,0.0,0.0,0.0,no,corrective,32.8,6.0,15,13,89.4,skilled,10.4,0.0,no,no,67.0,SUP-181,2037.0,4.37,0.96,1.07,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,yes,yes,no,99.7963,98.4127,248.9,4.218,65.9,32.0,,7.2,104.5,1823.76,2754.59,40.53,0.0,10.13,100,13830.0,2776.13,51.9,118.8161
MFG-LINE-PLT-005-02,PLT-005,WC-027,SHF-PLT-005-20230605-3,2023-06-05,3,436.0,PRD-2023-SKU-06064,automotive_body,WO-2023-46066,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,66.731,5.338,60.91,124.05,67.85,75.54,0.08,WC-003,70.81,96.47,WC-005,0.0,550,385,384,1,0,1,53.94,75.79,0.7117,99.9334,385,3.8,11,-30.0,5.87,436.0,428.2,0.9821,0.7118,0.9974,0.6972,21.11,30.28,7.8,155.9,1,reduced_speed,average,performance_loss,0.0,0,7.8,0.0,1,436.0,7.8,7.8,no,0.0,0.0,7.8,0.0,0.0,0.0,no,preventive,1.3,7.5,10,9,72.9,semi_skilled,5.6,0.0,no,no,13.5,SUP-153,666.0,4.71,1.07,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9334,98.0312,1106.3,2.881,300.3,164.0,22.1,7.7,464.6,2168.5,2712.86,41.71,0.0,10.43,200,1560.0,322.43,67.6,54.5305
MFG-LINE-PLT-007-01,PLT-007,WC-037,SHF-PLT-007-20211011-2,2021-10-11,2,432.1,PRD-2021-SKU-06070,industrial_machinery,WO-2021-00736,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,223.103,6.693,190.3,665.44,222.3,234.15,0.03,WC-011,229.12,93.36,WC-008,201.94,152,94,93,1,0,1,16.04,21.16,0.758,99.922,94,0.8,2,-38.16,2.58,432.1,418.8,0.9692,0.6363,0.9894,0.6102,18.31,30.01,13.3,53.7,1,reduced_speed,average,performance_loss,67.1,3,13.3,0.0,1,432.1,13.3,13.3,no,0.0,0.0,0.0,13.3,0.0,0.0,no,preventive,27.1,6.5,6,5,81.5,semi_skilled,9.0,0.0,no,no,15.2,SUP-152,780.0,4.66,1.05,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.922,99.6849,342.1,3.679,70.2,43.5,,7.5,143.7,1005.62,895.32,28.01,0.0,7.0,100,1330.0,273.0,30.2,48.7514
MFG-LINE-PLT-005-03,PLT-005,WC-030,SHF-PLT-005-20220309-2,2022-03-09,2,453.1,PRD-2022-SKU-09650,automotive_body,WO-2022-29429,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.636,3.432,59.98,96.12,67.95,74.3,0.05,WC-002,69.66,92.26,WC-001,5.04,480,333,332,1,0,1,52.35,63.6,0.8231,99.9759,333,0.6,1,-30.63,3.66,453.1,381.6,0.8422,0.8231,0.997,0.6912,21.75,31.47,71.5,71.6,1,reduced_speed,average,performance_loss,0.0,0,71.5,0.0,4,113.3,17.9,23.6,no,56.2,0.0,15.3,0.0,0.0,0.0,no,predictive,32.9,3.4,13,12,72.2,skilled,5.8,0.0,no,no,89.4,SUP-127,241.0,4.99,1.16,1.16,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9759,98.4061,1076.7,3.243,204.4,156.1,21.5,7.4,452.2,3635.8,3894.87,32.97,0.0,8.24,200,14300.0,2868.24,32.8,55.752
MFG-LINE-PLT-010-04,PLT-010,WC-010,SHF-PLT-010-20220711-2,2022-07-11,2,440.4,PRD-2022-SKU-09380,industrial_machinery,WO-2022-77807,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,286.996,34.44,245.39,492.65,274.72,343.82,0.12,WC-008,312.05,98.85,WC-006,273.38,99,81,80,1,0,1,12.47,13.62,0.9156,99.8934,81,0.5,1,-18.18,1.36,440.4,440.4,1.0,0.8102,0.9877,0.8002,24.47,30.58,0.0,19.0,1,reduced_speed,good,performance_loss,50.8,2,0.0,0.0,0,440.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,14.7,6.9,10,8,82.4,expert,13.2,0.0,no,no,72.3,SUP-196,1066.0,4.57,1.02,1.02,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,yes,no,no,no,99.8934,98.5804,281.0,3.512,56.4,23.2,,7.7,118.0,2323.79,1918.58,85.93,0.0,21.48,100,0.0,21.48,43.7,140.0337
MFG-LINE-PLT-005-01,PLT-005,WC-026,SHF-PLT-005-20240321-2,2024-03-21,2,453.8,PRD-2024-SKU-02074,automotive_body,WO-2024-41980,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,45.988,5.519,42.47,92.37,47.0,55.09,0.12,WC-001,46.9,92.71,WC-003,0.0,791,549,548,1,0,1,78.23,104.65,0.7475,99.953,549,0.3,0,-30.59,14.49,453.8,421.1,0.9279,0.7475,0.9982,0.6924,21.82,31.51,32.7,185.4,1,reduced_speed,average,performance_loss,0.0,0,32.7,0.0,2,226.9,16.4,23.7,no,0.0,0.0,9.0,0.0,0.0,23.7,no,corrective,20.8,6.1,6,5,83.7,semi_skilled,8.3,0.9,no,no,66.6,SUP-140,470.0,4.81,1.1,1.14,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.953,97.7536,988.6,1.804,260.0,56.8,19.8,8.6,415.2,2168.45,4536.67,29.75,0.0,7.44,200,6540.0,1315.44,39.4,42.0399
MFG-LINE-PLT-002-04,PLT-002,WC-007,SHF-PLT-002-20230928-1,2023-09-28,1,468.2,PRD-2023-SKU-09371,electronics_pcb,WO-2023-85287,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,14.847,2.65,13.71,20.79,12.23,19.22,0.178,WC-001,16.98,99.9,WC-005,0.0,1990,1727,1725,2,0,2,242.46,255.32,0.9496,99.9021,1727,0.2,0,-13.22,36.85,468.2,459.3,0.981,0.8837,0.9988,0.8659,28.15,32.51,8.9,227.3,2,reduced_speed,world_class,performance_loss,31.9,3,8.9,0.0,1,468.2,8.9,8.9,no,0.0,0.0,0.0,8.9,0.0,0.0,no,corrective,15.6,6.6,7,6,63.6,multi_skilled,3.0,0.0,no,no,49.0,SUP-121,979.0,4.6,1.03,1.14,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.9021,98.7879,1661.2,0.963,281.1,91.7,,7.6,697.7,1637.39,2048.52,6.29,0.0,3.15,150,1335.0,270.15,36.0,8.4341
MFG-LINE-PLT-004-02,PLT-004,WC-031,SHF-PLT-004-20241125-2,2024-11-25,2,470.2,PRD-2024-SKU-06043,industrial_machinery,WO-2024-33775,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,294.037,62.777,250.06,591.6,320.33,397.62,0.213,WC-001,319.27,98.71,WC-002,278.04,124,80,79,1,0,1,12.19,16.0,0.7619,99.6215,80,0.7,2,-35.48,0.53,470.2,451.1,0.9594,0.665,0.9875,0.63,20.57,32.65,19.1,40.3,1,reduced_speed,average,performance_loss,57.5,2,19.1,0.0,1,470.2,19.1,19.1,no,19.1,0.0,0.0,0.0,0.0,0.0,no,emergency,6.1,6.9,21,19,60.4,semi_skilled,8.6,0.0,no,no,82.8,SUP-185,3785.0,4.17,0.89,0.95,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.6215,98.2852,294.1,3.723,71.8,18.7,,7.5,123.5,6363.08,10322.48,100.04,0.0,25.01,100,1910.0,407.01,30.7,312.5159
MFG-LINE-PLT-003-03,PLT-003,WC-022,SHF-PLT-003-20240217-1,2024-02-17,1,470.8,PRD-2024-SKU-01212,electronics_pcb,WO-2024-09666,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,15.61,0.781,13.53,31.86,15.59,16.9,0.05,WC-001,15.9,92.6,WC-002,0.0,2937,1607,1604,3,1,2,230.56,375.0,0.6148,99.8235,1608,4.8,11,-45.28,29.2,470.8,452.5,0.9611,0.5682,0.9981,0.5451,17.82,32.7,18.3,1221.2,3,idling_minor_stops,average,performance_loss,34.3,2,18.3,0.0,2,235.4,9.1,12.7,no,12.7,0.0,5.6,0.0,0.0,0.0,no,corrective,16.8,7.4,8,7,69.2,trainee,4.7,0.0,no,no,73.9,SUP-049,1765.0,4.42,0.97,0.97,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.8235,97.8592,1353.8,0.844,267.2,106.9,,7.9,568.6,2785.28,6680.41,8.18,8.18,4.09,150,2745.0,561.27,55.5,14.0966
MFG-LINE-PLT-001-01,PLT-001,WC-044,SHF-PLT-001-20210823-1,2021-08-23,1,440.1,PRD-2021-SKU-04515,pharmaceutical,WO-2021-54190,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.039,0.721,21.65,43.98,24.45,25.23,0.03,WC-005,24.52,92.72,WC-010,0.0,1294,915,914,1,0,1,149.65,176.47,0.848,99.99,915,0.8,2,-29.29,12.46,440.1,409.1,0.9296,0.7605,0.9989,0.7062,21.58,30.56,31.0,288.2,1,idling_minor_stops,good,performance_loss,42.2,2,31.0,0.0,2,220.0,15.5,24.0,no,0.0,0.0,7.0,0.0,0.0,24.0,no,preventive,26.8,4.5,11,10,66.6,skilled,1.8,0.0,no,no,10.4,SUP-143,64.0,5.33,1.28,1.45,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.6481,859.2,0.94,220.7,65.5,,8.7,360.9,3566.66,6040.85,8.17,0.0,2.04,300,9300.0,1862.04,30.2,18.6904
MFG-LINE-PLT-010-02,PLT-010,WC-003,SHF-PLT-010-20211005-1,2021-10-05,1,467.9,PRD-2021-SKU-08898,industrial_machinery,WO-2021-82744,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,314.447,56.129,298.37,536.68,300.42,407.06,0.178,WC-002,326.08,94.27,WC-005,302.07,96,81,80,1,0,1,11.36,12.38,0.9176,99.8545,81,0.1,0,-15.62,3.42,467.9,427.9,0.9145,0.9177,0.9877,0.8289,26.94,32.5,40.0,7.3,1,setup_adjustment,good,availability_loss,0.0,0,40.0,0.0,2,234.0,20.0,28.7,no,0.0,40.0,0.0,0.0,0.0,0.0,no,preventive,32.7,5.2,4,3,86.7,multi_skilled,7.1,0.0,no,no,41.2,SUP-013,1455.0,4.48,0.99,1.08,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.8545,99.1686,159.4,1.992,28.1,10.9,,8.7,66.9,916.64,1738.4,59.92,0.0,14.98,100,4000.0,814.98,26.5,93.857
MFG-LINE-PLT-003-04,PLT-003,WC-045,SHF-PLT-003-20210724-3,2021-07-24,3,429.1,PRD-2021-SKU-03249,electronics_pcb,WO-2021-48831,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.313,1.716,31.29,66.26,34.27,37.14,0.05,WC-008,35.19,93.22,WC-007,0.0,949,625,624,1,0,1,104.81,132.84,0.789,99.9539,625,0.1,0,-34.14,4.59,429.1,357.8,0.8338,0.789,0.9984,0.6569,19.57,29.8,71.3,167.1,1,idling_minor_stops,average,performance_loss,0.0,0,71.3,0.0,3,143.0,23.8,30.4,yes,53.0,18.3,0.0,0.0,0.0,0.0,no,preventive,11.0,5.9,20,19,85.6,skilled,4.2,0.0,no,no,35.7,SUP-172,461.0,4.81,1.1,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9539,97.5739,331.3,0.531,89.2,30.0,,8.7,139.1,2565.6,4460.95,10.72,0.0,2.68,150,10695.0,2141.68,70.3,21.9977
MFG-LINE-PLT-005-02,PLT-005,WC-022,SHF-PLT-005-20220304-1,2022-03-04,1,433.4,PRD-2022-SKU-05568,automotive_body,WO-2022-54343,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,53.239,4.259,47.8,141.54,54.08,60.27,0.08,WC-004,57.49,98.16,WC-003,0.0,547,468,467,1,0,1,67.49,75.79,0.8905,99.9739,468,0.6,1,-14.44,4.31,433.4,416.0,0.9599,0.8906,0.9979,0.853,25.67,30.1,17.4,57.5,1,idling_minor_stops,world_class,performance_loss,0.0,0,17.4,0.0,1,433.4,17.4,17.4,no,17.4,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,7.3,17,15,61.9,skilled,11.6,1.9,no,no,81.6,SUP-107,261.0,4.97,1.16,1.3,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9739,97.3178,1007.3,2.157,229.8,94.5,20.1,8.3,423.1,3201.17,5155.22,25.7,0.0,6.42,200,3480.0,702.42,65.8,43.6488
MFG-LINE-PLT-002-03,PLT-002,WC-044,SHF-PLT-002-20210422-3,2021-04-22,3,471.2,PRD-2021-SKU-04937,electronics_pcb,WO-2021-61013,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,50.572,2.529,45.55,132.92,51.1,54.74,0.05,WC-008,52.66,94.66,WC-007,0.0,646,476,475,1,0,1,71.13,82.38,0.8634,99.9457,476,3.8,14,-26.32,8.64,471.2,448.2,0.9512,0.7735,0.9979,0.7342,24.02,32.72,23.0,139.4,1,reduced_speed,good,performance_loss,46.7,2,23.0,0.0,2,235.6,11.5,13.5,no,0.0,0.0,13.5,0.0,0.0,9.5,no,preventive,13.3,6.7,8,7,81.9,multi_skilled,0.5,0.0,no,no,48.8,SUP-089,543.0,4.77,1.09,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9457,97.5434,641.7,1.351,136.6,57.1,,6.6,269.5,1271.13,2783.91,5.49,0.0,1.37,150,3450.0,691.37,60.2,14.0385
MFG-LINE-PLT-002-02,PLT-002,WC-043,SHF-PLT-002-20230917-2,2023-09-17,2,454.0,PRD-2023-SKU-07725,electronics_pcb,WO-2023-58459,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,14.736,0.442,13.96,33.39,14.72,15.47,0.03,WC-010,15.08,93.02,WC-008,0.0,2127,1848,1847,1,0,1,244.26,281.25,0.8685,99.9765,1848,2.9,6,-13.12,244.12,454.0,454.0,1.0,0.8685,0.9995,0.868,27.36,31.52,0.0,279.8,1,idling_minor_stops,world_class,performance_loss,0.0,0,0.0,0.0,0,454.0,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,7.2,1,1,78.3,skilled,0.4,0.0,no,no,30.1,SUP-026,235.0,5.0,1.17,1.21,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9765,99.5691,1579.2,0.855,300.6,226.1,,7.9,663.3,275.71,516.05,10.75,0.0,2.69,150,0.0,2.69,74.7,11.1845
MFG-LINE-PLT-004-01,PLT-004,WC-015,SHF-PLT-004-20210508-2,2021-05-08,2,466.9,PRD-2021-SKU-05228,industrial_machinery,WO-2021-14725,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,247.536,12.377,215.64,335.15,249.96,267.96,0.05,WC-001,253.5,93.1,WC-010,230.35,133,76,75,1,0,1,14.41,17.19,0.8383,99.9226,76,2.8,7,-42.86,0.44,466.9,316.5,0.6779,0.838,0.9868,0.5606,18.18,32.42,150.4,14.7,1,setup_adjustment,average,availability_loss,0.0,0,150.4,0.0,5,93.4,30.1,46.2,yes,92.5,0.0,0.0,18.1,0.0,39.8,no,preventive,28.6,5.9,24,22,62.6,skilled,6.3,1.2,no,no,33.5,SUP-168,774.0,4.67,1.06,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9226,97.0236,246.4,3.286,52.2,33.4,,7.8,103.5,5780.73,7316.82,54.85,0.0,13.71,100,15040.0,3021.71,59.9,230.2153
MFG-LINE-PLT-002-02,PLT-002,WC-010,SHF-PLT-002-20210211-1,2021-02-11,1,439.4,PRD-2021-SKU-01206,electronics_pcb,WO-2021-30057,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.5,0.405,11.98,21.36,13.63,14.17,0.03,WC-006,13.91,93.65,WC-003,0.0,2059,1952,1951,1,0,1,266.54,281.25,0.9477,99.9836,1952,2.0,7,-5.2,26.64,439.4,439.4,1.0,0.9477,0.9995,0.9472,28.9,30.51,0.0,107.7,1,reduced_speed,world_class,performance_loss,0.0,0,0.0,0.0,0,439.4,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,2.0,6.1,11,10,66.7,expert,2.3,0.0,yes,yes,43.9,SUP-154,164.0,5.09,1.2,1.25,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9836,98.6043,1316.9,0.675,314.4,181.5,,8.3,553.1,4484.44,3759.23,14.79,0.0,3.7,150,0.0,3.7,57.7,19.0229
MFG-LINE-PLT-004-01,PLT-004,WC-033,SHF-PLT-004-20220801-2,2022-08-01,2,448.3,PRD-2022-SKU-05984,industrial_machinery,WO-2022-95600,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,232.077,11.604,210.65,528.35,226.72,251.22,0.05,WC-002,239.33,93.75,WC-003,214.89,128,87,86,1,0,1,15.45,17.19,0.8988,99.9312,87,0.4,1,-32.03,1.64,448.3,364.6,0.8133,0.8328,0.9885,0.6695,20.84,31.13,83.7,17.5,1,equipment_failure,average,availability_loss,26.8,1,83.7,0.0,6,74.7,14.0,30.3,yes,46.2,20.5,0.0,17.0,0.0,0.0,no,corrective,28.6,5.9,8,7,94.7,multi_skilled,2.4,0.2,no,no,89.6,SUP-121,688.0,4.7,1.07,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9312,98.5855,249.7,2.903,61.4,24.9,,8.1,104.9,1887.72,3090.38,44.86,0.0,11.21,100,8370.0,1685.21,37.3,103.2665
MFG-LINE-PLT-004-07,PLT-004,WC-027,SHF-PLT-004-20210522-1,2021-05-22,1,446.3,PRD-2021-SKU-09376,industrial_machinery,WO-2021-83249,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,221.177,11.059,209.01,426.55,224.9,239.42,0.05,WC-003,227.59,93.55,WC-002,203.13,134,67,66,1,0,1,16.14,18.05,0.8942,99.9019,67,1.3,5,-50.0,1.11,446.3,283.4,0.635,0.7858,0.9851,0.4915,15.23,30.99,162.9,18.3,1,equipment_failure,poor,availability_loss,34.3,1,162.9,0.0,4,111.6,40.7,116.0,yes,116.0,16.8,16.7,13.3,0.0,0.0,no,corrective,22.9,6.7,10,8,69.3,skilled,11.9,0.0,no,no,30.0,SUP-020,981.0,4.6,1.03,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9019,99.7198,339.0,5.136,78.2,45.6,,6.6,142.4,3059.62,3338.46,36.66,0.0,9.16,100,16290.0,3267.16,25.7,134.1561
MFG-LINE-PLT-004-01,PLT-004,WC-039,SHF-PLT-004-20241222-1,2024-12-22,1,447.1,PRD-2024-SKU-03696,industrial_machinery,WO-2024-20800,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,241.255,12.063,220.3,597.27,243.57,261.16,0.05,WC-008,251.08,94.61,WC-001,224.06,127,96,95,1,0,1,14.84,17.19,0.8633,99.8996,96,2.3,6,-24.41,1.42,447.1,388.2,0.8683,0.8631,0.9896,0.7416,23.02,31.05,58.9,15.2,1,idling_minor_stops,good,performance_loss,0.0,0,58.9,0.0,4,111.8,14.7,24.7,no,24.7,11.7,22.5,0.0,0.0,0.0,no,emergency,28.6,4.8,11,9,65.7,skilled,13.8,0.0,no,no,23.2,SUP-045,1004.0,4.59,1.03,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8996,98.5301,323.8,3.408,66.8,20.3,,7.7,136.0,2501.34,3822.52,42.77,0.0,10.69,100,5890.0,1188.69,68.1,109.7872
MFG-LINE-PLT-002-04,PLT-002,WC-020,SHF-PLT-002-20210217-1,2021-02-17,1,442.0,PRD-2021-SKU-04959,electronics_pcb,WO-2021-76149,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.281,3.077,14.26,22.26,16.19,21.36,0.189,WC-005,17.5,97.73,WC-006,0.0,1878,1273,1271,2,1,1,221.11,255.32,0.866,99.8871,1274,0.1,0,-32.22,8.63,442.0,401.7,0.9088,0.7447,0.9984,0.6757,20.74,30.7,40.3,436.4,2,idling_minor_stops,average,performance_loss,56.3,2,40.3,0.0,4,110.5,10.1,12.9,no,12.9,0.0,12.0,7.6,7.7,0.0,no,corrective,15.6,6.1,24,20,67.2,skilled,13.1,0.0,no,no,39.8,SUP-111,1129.0,4.55,1.02,1.15,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.8871,99.4312,580.8,0.457,127.7,78.6,,8.9,243.9,8358.87,19886.28,29.65,29.65,7.41,150,6045.0,1246.06,54.5,51.9194
MFG-LINE-PLT-003-02,PLT-003,WC-027,SHF-PLT-003-20220204-2,2022-02-04,2,465.8,PRD-2022-SKU-09377,electronics_pcb,WO-2022-41581,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,40.154,4.819,34.35,52.17,41.74,48.11,0.12,WC-001,37.5,84.91,WC-001,0.0,765,578,577,1,0,1,89.6,98.63,0.9084,99.9583,578,0.6,2,-24.44,3.72,465.8,415.8,0.8927,0.8457,0.9983,0.7536,24.38,32.35,50.0,105.5,1,idling_minor_stops,good,performance_loss,28.7,1,50.0,0.0,5,93.2,10.0,18.1,no,27.9,0.0,10.6,8.4,3.1,0.0,no,predictive,24.8,5.6,23,20,60.9,expert,12.9,0.0,no,no,35.1,SUP-065,417.0,4.84,1.11,1.19,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9583,97.5199,703.9,1.22,178.3,62.7,,7.0,295.6,9258.02,19835.79,5.16,0.0,1.29,150,7500.0,1501.29,37.4,55.5915
MFG-LINE-PLT-010-02,PLT-010,WC-047,SHF-PLT-010-20240728-2,2024-07-28,2,450.7,PRD-2024-SKU-01737,industrial_machinery,WO-2024-99870,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,348.238,65.817,328.83,782.91,325.76,456.84,0.189,WC-005,360.13,94.01,WC-003,335.86,92,62,61,1,0,1,10.24,12.38,0.8271,99.6396,62,0.9,3,-32.61,0.41,450.7,428.9,0.9516,0.7008,0.9839,0.6561,20.54,31.3,21.8,26.5,1,reduced_speed,average,performance_loss,65.6,2,21.8,0.0,2,225.4,10.9,11.1,no,0.0,10.7,0.0,11.1,0.0,0.0,no,predictive,32.7,4.5,22,20,81.6,skilled,8.2,2.0,no,no,34.4,SUP-082,3604.0,4.19,0.9,0.96,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.6396,99.3416,235.6,3.863,51.9,24.7,,7.4,99.0,7003.3,8586.97,41.15,0.0,10.29,100,2180.0,446.29,67.0,297.4028
MFG-LINE-PLT-005-02,PLT-005,WC-038,SHF-PLT-005-20210701-1,2021-07-01,1,459.4,PRD-2021-SKU-05608,automotive_body,WO-2021-17289,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,60.353,4.828,56.68,98.0,62.58,68.32,0.08,WC-006,66.78,99.9,WC-003,0.0,580,439,438,1,0,1,59.53,75.79,0.7855,99.985,439,0.0,0,-24.31,4.09,459.4,442.4,0.963,0.7855,0.9977,0.7547,24.08,31.91,17.0,119.9,1,idling_minor_stops,good,performance_loss,0.0,0,17.0,0.0,1,459.4,17.0,17.0,no,0.0,17.0,0.0,0.0,0.0,0.0,no,preventive,1.3,6.8,17,14,64.2,semi_skilled,13.3,0.0,no,no,83.4,SUP-121,150.0,5.12,1.21,1.26,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.985,99.5003,1111.6,2.538,194.0,109.0,22.2,8.0,466.9,4707.93,10346.65,38.13,0.0,9.53,200,3400.0,689.53,46.8,72.5882
MFG-LINE-PLT-008-01,PLT-008,WC-006,SHF-PLT-008-20210115-2,2021-01-15,2,445.1,PRD-2021-SKU-05777,medical_devices,WO-2021-10587,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,122.755,14.731,107.09,351.04,127.24,147.06,0.12,WC-003,124.43,92.15,WC-002,91.14,234,158,157,1,0,1,29.17,31.61,0.9228,99.9748,158,1.9,6,-32.48,1.06,445.1,445.1,1.0,0.6739,0.9937,0.6696,20.7,30.91,0.0,76.5,1,idling_minor_stops,average,performance_loss,120.2,4,0.0,0.0,0,445.1,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,7.3,6.7,21,20,95.0,expert,2.8,0.0,no,no,63.4,SUP-144,252.0,4.98,1.16,1.19,contamination,functional_failure,sampling_plan_ansi,no,no,no,no,99.9748,99.6819,104.1,0.663,23.2,10.0,,8.9,43.7,4677.24,10225.89,15.41,0.0,3.85,250,0.0,3.85,68.5,110.4325
MFG-LINE-PLT-010-04,PLT-010,WC-016,SHF-PLT-010-20210215-2,2021-02-15,2,477.4,PRD-2021-SKU-02198,industrial_machinery,WO-2021-09058,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,315.096,37.812,269.18,791.02,329.68,377.49,0.12,WC-004,335.2,96.71,WC-006,301.48,108,79,78,1,0,1,11.41,13.62,0.8377,99.8384,79,0.3,0,-26.85,0.82,477.4,424.3,0.8888,0.8202,0.9873,0.7197,23.86,33.15,53.1,17.3,1,reduced_speed,good,performance_loss,8.8,1,53.1,0.0,4,119.3,13.3,20.6,no,0.0,23.9,8.6,0.0,0.0,20.6,no,corrective,14.7,5.0,15,12,93.2,skilled,13.8,0.0,no,no,16.5,SUP-024,1616.0,4.44,0.98,1.03,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.8384,98.4005,133.1,1.707,24.0,18.2,,8.9,55.9,3913.78,9339.17,95.55,0.0,23.89,100,5310.0,1085.89,65.9,266.6846
MFG-LINE-PLT-006-01,PLT-006,WC-034,SHF-PLT-006-20240920-1,2024-09-20,1,479.2,PRD-2024-SKU-06335,food_beverage,WO-2024-23549,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,31.173,3.741,28.28,85.9,30.47,37.35,0.12,WC-004,34.08,99.39,WC-010,0.0,1166,765,763,2,0,2,115.45,146.34,0.7889,99.8029,765,0.1,0,-34.39,23.89,479.2,397.6,0.8297,0.7889,0.9974,0.6529,21.73,33.28,81.6,204.7,2,reduced_speed,average,performance_loss,0.0,0,81.6,0.0,6,79.9,13.6,32.6,yes,32.6,0.0,16.4,23.6,9.0,0.0,no,preventive,33.4,5.7,5,4,71.1,semi_skilled,7.1,0.0,no,no,49.7,SUP-182,1971.0,4.38,0.96,0.97,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8029,97.1531,444.8,0.583,99.6,41.7,,7.1,186.8,779.33,1938.8,11.72,0.0,5.86,80,6528.0,1311.46,46.0,15.3131
MFG-LINE-PLT-004-03,PLT-004,WC-027,SHF-PLT-004-20220320-2,2022-03-20,2,471.3,PRD-2022-SKU-09079,industrial_machinery,WO-2022-70527,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,160.614,8.031,140.49,474.31,161.77,173.87,0.05,WC-002,164.56,93.14,WC-003,133.52,212,96,95,1,0,1,22.31,27.09,0.8236,99.8936,96,1.5,5,-54.72,1.1,471.3,286.5,0.6079,0.7421,0.9896,0.4464,14.61,32.73,184.8,33.4,1,equipment_failure,poor,availability_loss,28.4,1,184.8,0.0,5,94.3,37.0,113.8,yes,169.9,0.0,6.7,0.0,8.3,0.0,no,preventive,22.2,5.9,12,11,70.2,skilled,5.0,0.0,no,no,62.9,SUP-036,1064.0,4.57,1.02,1.08,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8936,99.585,362.6,3.817,81.9,41.9,,7.5,152.3,4795.71,7330.69,49.79,0.0,12.45,100,18480.0,3708.45,52.3,177.9604
MFG-LINE-PLT-008-02,PLT-008,WC-033,SHF-PLT-008-20230714-2,2023-07-14,2,441.8,PRD-2023-SKU-04352,medical_devices,WO-2023-74769,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,46.277,3.702,43.52,136.02,45.65,52.39,0.08,WC-002,50.45,99.11,WC-003,0.0,684,555,554,1,0,1,77.76,93.02,0.8359,99.99,555,1.8,5,-18.86,4.7,441.8,441.8,1.0,0.8102,0.9982,0.8087,24.81,30.68,0.0,130.0,1,idling_minor_stops,good,performance_loss,13.6,1,0.0,0.0,0,441.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,8.4,6.9,18,16,65.3,skilled,9.2,0.0,no,no,51.2,SUP-004,79.0,5.28,1.26,1.31,contamination,functional_failure,automated_vision,no,no,no,no,99.99,98.7104,716.9,1.294,192.5,38.7,,7.8,301.1,4389.48,4845.48,22.91,0.0,5.73,250,0.0,5.73,55.1,39.621
MFG-LINE-PLT-010-04,PLT-010,WC-035,SHF-PLT-010-20220203-1,2022-02-03,1,422.2,PRD-2022-SKU-08985,industrial_machinery,WO-2022-98054,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,428.901,51.468,365.13,829.03,409.87,513.82,0.12,WC-002,456.12,96.68,WC-005,415.28,94,51,50,1,0,1,8.25,13.62,0.6057,98.7042,51,2.4,9,-45.74,1.18,422.2,371.0,0.8787,0.6055,0.9804,0.5217,15.3,29.32,51.2,33.2,1,idling_minor_stops,average,performance_loss,0.0,0,51.2,0.0,2,211.1,25.6,25.8,no,25.4,25.8,0.0,0.0,0.0,0.0,no,emergency,14.7,6.0,7,6,86.5,trainee,1.7,0.0,no,no,55.1,SUP-047,12958.0,3.73,0.74,0.76,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,98.7042,97.3647,126.8,2.536,26.0,13.1,,8.3,53.3,1564.17,2472.22,27.86,0.0,6.96,100,5120.0,1030.96,50.0,109.145
MFG-LINE-PLT-004-02,PLT-004,WC-037,SHF-PLT-004-20201214-1,2020-12-14,1,478.3,PRD-2020-SKU-01049,industrial_machinery,WO-2020-86688,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,251.989,47.626,217.78,659.99,262.75,330.57,0.189,WC-002,252.39,91.05,WC-001,235.99,127,92,91,1,0,1,14.26,16.0,0.8912,99.677,92,0.0,0,-27.56,0.76,478.3,408.3,0.8536,0.845,0.9891,0.7135,23.7,33.21,70.0,16.9,1,reduced_speed,good,performance_loss,21.1,1,70.0,0.0,2,239.1,35.0,46.0,yes,70.0,0.0,0.0,0.0,0.0,0.0,no,predictive,6.1,6.4,17,15,72.1,skilled,8.5,0.0,no,no,47.9,SUP-186,3230.0,4.22,0.91,1.04,dimensional_out_of_spec,assembly_error,100pct_manual,yes,no,no,no,99.677,99.164,232.6,2.556,54.5,17.7,,8.3,97.7,6152.33,11069.16,35.68,0.0,8.92,100,7000.0,1408.92,37.4,225.3192
MFG-LINE-PLT-002-04,PLT-002,WC-024,SHF-PLT-002-20220706-3,2022-07-06,3,472.5,PRD-2022-SKU-02730,electronics_pcb,WO-2022-95792,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,16.507,2.889,15.38,47.65,16.53,21.27,0.175,WC-005,19.59,99.9,WC-004,0.0,2008,1096,1094,2,0,2,217.95,255.32,0.8536,99.8839,1096,2.0,7,-45.42,11.58,472.5,391.3,0.8281,0.6582,0.9982,0.5441,17.85,32.81,81.2,569.1,2,reduced_speed,average,performance_loss,89.6,2,81.2,0.0,6,78.7,13.5,26.2,no,0.0,0.0,14.6,8.0,6.6,52.0,no,corrective,15.6,6.3,13,12,80.9,expert,4.6,0.6,no,no,32.5,SUP-193,1161.0,4.55,1.02,1.05,functional_failure,dimensional_out_of_spec,100pct_manual,yes,no,no,no,99.8839,98.9538,1156.4,1.057,284.7,63.0,,7.4,485.7,2649.29,2249.41,8.33,0.0,4.17,150,12180.0,2440.17,50.0,12.823
MFG-LINE-PLT-002-01,PLT-002,WC-008,SHF-PLT-002-20230413-3,2023-04-13,3,435.8,PRD-2023-SKU-09552,electronics_pcb,WO-2023-93802,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,48.101,2.405,43.98,124.71,48.15,52.07,0.05,WC-002,47.75,90.25,WC-001,0.0,685,437,436,1,0,1,74.73,94.49,0.7909,99.9387,437,2.6,8,-36.2,10.01,435.8,350.9,0.8052,0.7909,0.9977,0.6354,19.23,30.26,84.9,115.5,1,idling_minor_stops,average,performance_loss,0.0,0,84.9,0.0,4,108.9,21.2,36.8,yes,63.8,0.0,7.7,13.4,0.0,0.0,no,corrective,26.7,6.0,7,6,79.8,skilled,12.2,1.7,no,no,20.3,SUP-185,613.0,4.73,1.08,1.23,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9387,98.1763,264.2,0.606,71.3,30.4,,8.5,111.0,2728.61,2619.8,8.4,0.0,2.1,150,12735.0,2549.1,73.3,20.6863
MFG-LINE-PLT-004-07,PLT-004,WC-005,SHF-PLT-004-20240629-1,2024-06-29,1,444.0,PRD-2024-SKU-05605,industrial_machinery,WO-2024-05639,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,227.565,11.378,196.74,576.85,230.7,246.34,0.05,WC-005,228.76,91.39,WC-002,209.51,133,95,94,1,0,1,15.78,18.05,0.8742,99.9447,95,0.0,0,-28.57,1.59,444.0,361.2,0.8135,0.8741,0.9895,0.7036,21.69,30.83,82.8,13.7,1,setup_adjustment,good,availability_loss,0.0,0,82.8,0.0,5,88.8,16.6,31.6,yes,31.6,36.1,0.0,0.0,0.0,15.1,no,preventive,22.9,5.9,9,8,69.1,skilled,10.4,0.0,no,no,47.4,SUP-035,553.0,4.76,1.09,1.15,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9447,97.6516,168.8,1.796,38.2,15.9,,8.8,70.9,2900.25,2833.35,56.88,0.0,14.22,100,8280.0,1670.22,74.2,118.4809
MFG-LINE-PLT-005-02,PLT-005,WC-006,SHF-PLT-005-20210624-3,2021-06-24,3,476.0,PRD-2021-SKU-05864,automotive_body,WO-2021-93760,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,59.865,4.789,50.92,74.75,60.47,67.77,0.08,WC-003,62.76,95.3,WC-004,0.0,601,382,381,1,0,1,60.0,75.79,0.7917,99.9722,382,0.1,0,-36.44,8.0,476.0,403.7,0.8481,0.7492,0.9974,0.6337,20.95,33.05,72.3,127.9,1,idling_minor_stops,average,performance_loss,21.7,1,72.3,0.0,2,238.0,36.1,59.4,yes,59.4,0.0,0.0,0.0,12.9,0.0,no,emergency,1.3,6.2,7,6,84.5,skilled,7.9,0.0,no,yes,24.8,SUP-013,278.0,4.95,1.15,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.9722,98.9068,817.6,2.146,201.1,59.8,16.4,8.3,343.4,2239.04,4677.99,51.88,0.0,12.97,200,14460.0,2904.97,47.2,70.1711
MFG-LINE-PLT-009-01,PLT-009,WC-041,SHF-PLT-009-20210819-3,2021-08-19,3,448.4,PRD-2021-SKU-02882,automotive_body,WO-2021-91236,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,88.264,10.592,78.51,204.97,84.41,105.74,0.12,WC-007,96.62,99.52,WC-008,30.94,424,218,216,2,0,2,40.69,57.32,0.7099,99.185,218,0.1,0,-48.58,1.81,448.4,368.9,0.8227,0.6185,0.9908,0.5042,15.7,31.14,79.5,134.5,2,idling_minor_stops,average,performance_loss,47.4,2,79.5,0.0,6,74.7,13.3,16.9,no,30.9,0.0,16.1,15.7,0.0,16.9,no,predictive,28.2,5.5,20,16,89.6,semi_skilled,19.5,0.0,no,no,78.3,SUP-085,8150.0,3.9,0.8,0.9,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.185,97.8478,694.4,3.215,142.7,65.6,13.9,7.4,291.6,2859.6,6753.44,42.42,0.0,21.21,200,15900.0,3201.21,65.9,87.3176
MFG-LINE-PLT-004-06,PLT-004,WC-035,SHF-PLT-004-20240204-1,2024-02-04,1,450.0,PRD-2024-SKU-01757,industrial_machinery,WO-2024-16367,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,140.776,16.893,128.72,409.91,138.03,168.65,0.12,WC-002,149.28,96.4,WC-001,108.81,238,174,173,1,0,1,25.52,31.97,0.7982,99.5867,174,1.4,4,-26.89,7.69,414.4,373.5,0.9013,0.8742,0.9943,0.7834,22.55,28.78,40.9,25.0,1,reduced_speed,good,performance_loss,0.0,0,40.9,35.6,3,150.0,13.6,19.2,no,0.0,19.2,21.7,0.0,0.0,0.0,yes,preventive,6.6,8.0,4,3,71.6,semi_skilled,3.5,1.6,no,no,41.2,SUP-027,4133.0,4.14,0.88,0.92,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.5867,99.4852,625.0,3.613,145.9,76.6,,7.6,262.5,871.33,1195.92,73.92,0.0,18.48,100,4090.0,836.48,70.2,86.2967
MFG-LINE-PLT-004-03,PLT-004,WC-041,SHF-PLT-004-20220524-1,2022-05-24,1,479.0,PRD-2022-SKU-09924,industrial_machinery,WO-2022-16775,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,145.595,7.28,130.95,229.04,143.57,157.61,0.05,WC-004,148.47,92.7,WC-003,118.5,216,129,128,1,0,1,24.68,27.09,0.911,99.9568,129,0.7,1,-40.28,2.0,479.0,329.5,0.6879,0.8671,0.9922,0.5919,19.69,33.27,149.5,19.8,1,setup_adjustment,average,availability_loss,15.9,1,149.5,0.0,8,59.9,18.7,40.0,yes,77.8,0.0,24.6,47.2,0.0,0.0,no,emergency,22.2,4.2,9,8,70.4,expert,3.0,0.0,no,no,50.9,SUP-198,432.0,4.83,1.11,1.27,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9568,98.5739,374.8,2.928,68.2,35.6,,8.0,157.4,4013.76,6816.13,52.6,0.0,13.15,100,14950.0,3003.15,60.3,137.6195
MFG-LINE-PLT-006-02,PLT-006,WC-042,SHF-PLT-006-20200310-2,2020-03-10,2,468.6,PRD-2020-SKU-06964,food_beverage,WO-2020-32225,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.205,0.865,6.21,20.98,6.96,8.63,0.12,WC-014,7.98,99.9,WC-017,0.0,4254,3279,3275,4,1,3,499.55,545.45,0.9158,99.8793,3280,0.6,1,-22.92,20.97,468.6,458.1,0.9776,0.7874,0.9988,0.7688,25.02,32.54,10.5,885.3,4,idling_minor_stops,good,performance_loss,64.2,2,10.5,0.0,1,468.6,10.5,10.5,no,0.0,0.0,0.0,0.0,10.5,0.0,no,preventive,15.5,6.8,23,20,69.0,expert,10.9,0.0,no,no,80.1,SUP-151,1207.0,4.53,1.01,1.05,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8793,96.9428,1293.6,0.395,277.5,184.3,,8.0,543.3,5220.31,5542.64,7.79,7.79,5.84,80,840.0,181.63,53.9,11.0859
MFG-LINE-PLT-002-03,PLT-002,WC-035,SHF-PLT-002-20240831-2,2024-08-31,2,430.4,PRD-2024-SKU-03118,electronics_pcb,WO-2024-28438,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,51.14,2.557,44.91,117.7,50.21,55.36,0.05,WC-009,54.16,96.28,WC-006,0.0,590,391,390,1,0,1,70.39,82.38,0.8545,99.9719,391,4.2,12,-33.73,6.8,393.2,345.1,0.8777,0.8251,0.9974,0.7223,19.73,27.31,48.1,82.9,1,reduced_speed,good,performance_loss,49.1,2,48.1,37.2,2,215.2,24.0,44.0,yes,0.0,44.0,0.0,0.0,4.1,0.0,yes,preventive,13.3,6.9,9,8,92.6,skilled,8.9,1.0,no,no,55.9,SUP-011,281.0,4.95,1.15,1.32,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9719,97.3531,322.9,0.828,65.9,34.8,,7.9,135.6,1130.99,2701.76,9.71,0.0,2.43,150,7215.0,1445.43,62.2,19.5625
MFG-LINE-PLT-005-02,PLT-005,WC-010,SHF-PLT-005-20200407-1,2020-04-07,1,423.7,PRD-2020-SKU-08127,automotive_body,WO-2020-52106,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,58.165,4.653,51.45,169.89,58.82,65.84,0.08,WC-001,62.88,98.28,WC-003,0.0,535,437,436,1,0,1,61.88,75.79,0.8165,99.9813,437,1.4,3,-18.32,12.35,423.7,423.7,1.0,0.8164,0.9977,0.8146,23.97,29.43,0.0,98.3,1,idling_minor_stops,good,performance_loss,0.0,0,0.0,0.0,0,423.7,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,1.3,8.3,6,5,73.2,semi_skilled,0.6,1.6,no,no,42.3,SUP-087,187.0,5.06,1.19,1.29,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9813,99.8983,1500.3,3.441,359.8,193.9,30.0,7.2,630.1,1964.42,2414.0,90.96,0.0,22.74,200,0.0,22.74,65.4,101.2109
MFG-LINE-PLT-005-03,PLT-005,WC-023,SHF-PLT-005-20200101-1,2020-01-01,1,477.1,PRD-2020-SKU-08537,automotive_body,WO-2020-20191,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,65.447,3.272,60.89,90.46,63.12,70.85,0.05,WC-001,66.39,92.21,WC-002,1.85,505,313,312,1,0,1,55.0,63.6,0.8648,99.9829,313,0.1,0,-38.02,1.96,477.1,458.0,0.96,0.6447,0.9968,0.6169,20.44,33.13,19.1,172.5,1,idling_minor_stops,average,performance_loss,116.5,3,19.1,0.0,2,238.5,9.5,13.3,no,13.3,0.0,5.8,0.0,0.0,0.0,no,predictive,32.9,5.6,22,20,68.7,skilled,6.6,0.0,no,no,29.2,SUP-171,171.0,5.08,1.19,1.26,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9829,98.2217,313.2,1.004,52.6,18.4,6.3,9.2,131.5,10100.94,18876.79,25.75,0.0,6.44,200,3820.0,770.44,61.9,118.7099
MFG-LINE-PLT-004-01,PLT-004,WC-038,SHF-PLT-004-20231207-3,2023-12-07,3,454.1,PRD-2023-SKU-06535,industrial_machinery,WO-2023-95841,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,268.82,13.441,247.83,370.17,268.01,291.0,0.05,WC-003,278.5,94.18,WC-007,251.63,129,91,90,1,0,1,13.36,17.19,0.7772,99.8362,91,1.0,2,-29.46,0.85,454.1,425.9,0.9379,0.7458,0.989,0.6918,21.81,31.53,28.2,31.0,1,idling_minor_stops,average,performance_loss,17.0,1,28.2,0.0,3,151.4,9.4,12.7,no,7.2,0.0,0.0,21.0,0.0,0.0,no,preventive,28.6,4.8,18,14,73.9,skilled,17.4,0.0,no,yes,23.4,SUP-112,1638.0,4.44,0.98,1.12,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8362,99.5327,199.0,2.211,46.1,13.7,,8.5,83.6,6479.56,7128.97,60.23,0.0,15.06,100,2820.0,579.06,55.4,212.1051
MFG-LINE-PLT-003-01,PLT-003,WC-049,SHF-PLT-003-20200212-2,2020-02-12,2,431.8,PRD-2020-SKU-07817,electronics_pcb,WO-2020-23197,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,27.787,1.389,25.5,65.59,28.46,30.08,0.05,WC-011,29.22,95.6,WC-002,0.0,1263,765,764,1,0,1,129.53,175.61,0.7376,99.9424,765,0.6,1,-39.43,106.16,431.8,386.4,0.8949,0.6765,0.9987,0.6045,18.13,29.98,45.4,365.8,1,idling_minor_stops,average,performance_loss,32.0,3,45.4,0.0,3,143.9,15.1,20.1,no,39.2,0.0,0.0,6.2,0.0,0.0,no,predictive,24.0,6.1,2,1,65.6,semi_skilled,8.6,0.0,no,yes,16.0,SUP-059,576.0,4.75,1.08,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9424,99.459,477.5,0.625,108.0,25.2,,8.4,200.5,225.37,559.04,15.68,0.0,3.92,150,6810.0,1365.92,34.9,16.7272
MFG-LINE-PLT-005-04,PLT-005,WC-035,SHF-PLT-005-20230701-2,2023-07-01,2,453.7,PRD-2023-SKU-08053,automotive_body,WO-2023-45747,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,56.696,6.803,48.2,163.05,59.91,67.92,0.12,WC-003,62.45,99.9,WC-004,0.0,583,269,268,1,0,1,63.31,77.25,0.8195,99.9319,269,1.2,2,-53.86,5.06,453.7,389.4,0.8583,0.5365,0.9963,0.4588,14.46,31.51,64.3,232.4,1,idling_minor_stops,poor,performance_loss,134.5,3,64.3,0.0,3,151.2,21.4,31.9,yes,49.4,14.9,0.0,0.0,0.0,0.0,no,predictive,15.6,5.8,9,7,77.0,skilled,14.1,0.0,no,no,48.7,SUP-017,681.0,4.7,1.07,1.18,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9319,97.1969,794.4,2.964,148.4,56.4,15.9,7.6,333.6,2962.78,3366.33,92.54,0.0,23.14,200,12860.0,2595.14,71.1,116.5014
MFG-LINE-PLT-006-01,PLT-006,WC-035,SHF-PLT-006-20240913-2,2024-09-13,2,446.5,PRD-2024-SKU-04712,food_beverage,WO-2024-31457,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.268,3.272,23.25,34.75,27.16,32.67,0.12,WC-006,31.04,99.9,WC-009,0.0,1087,578,577,1,0,1,131.96,146.34,0.9017,99.8931,578,0.5,1,-46.83,5.54,446.5,307.2,0.688,0.7713,0.9983,0.5298,16.43,31.01,139.3,171.4,1,equipment_failure,average,availability_loss,44.4,1,139.3,0.0,6,74.4,23.2,51.8,yes,78.0,52.6,8.6,0.0,0.0,0.0,no,preventive,33.4,6.3,17,14,92.7,expert,14.1,0.0,no,no,52.5,SUP-082,1069.0,4.57,1.02,1.1,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8931,98.6793,260.8,0.452,60.6,32.1,,7.7,109.5,4279.49,5241.54,4.02,0.0,1.0,80,11144.0,2229.8,43.7,20.5279
MFG-LINE-PLT-005-04,PLT-005,WC-008,SHF-PLT-005-20230726-1,2023-07-26,1,478.3,PRD-2023-SKU-01569,automotive_body,WO-2023-67819,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.398,6.288,49.25,138.64,56.33,62.77,0.12,WC-003,56.21,97.53,WC-002,0.0,615,407,406,1,0,1,68.67,77.25,0.8889,99.9653,407,2.3,4,-33.82,3.18,478.3,416.3,0.8704,0.7594,0.9975,0.6593,21.9,33.21,62.0,129.0,1,reduced_speed,average,performance_loss,60.7,2,62.0,0.0,4,119.6,15.5,19.3,no,0.0,15.7,38.6,7.7,0.0,0.0,no,preventive,15.6,6.3,18,16,63.7,skilled,7.1,0.0,no,no,25.7,SUP-138,347.0,4.89,1.13,1.22,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9653,97.4716,803.9,1.98,167.9,119.7,16.1,8.4,337.6,5667.45,10358.8,36.86,0.0,9.21,200,12400.0,2489.21,30.1,76.4243
MFG-LINE-PLT-010-01,PLT-010,WC-049,SHF-PLT-010-20230703-2,2023-07-03,2,463.6,PRD-2023-SKU-04416,industrial_machinery,WO-2023-33554,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,312.595,25.008,268.06,789.95,314.01,353.86,0.08,WC-002,333.86,97.09,WC-004,299.73,99,79,78,1,0,1,11.46,12.87,0.8904,99.8919,79,0.4,1,-20.2,0.48,463.6,413.5,0.8919,0.8906,0.9873,0.7843,25.25,32.2,50.1,9.7,1,idling_minor_stops,good,performance_loss,0.0,0,50.1,0.0,3,154.5,16.7,26.7,no,34.6,0.0,0.0,0.0,0.0,15.5,no,emergency,19.7,5.4,23,21,63.6,expert,4.6,0.0,no,no,25.3,SUP-005,1081.0,4.57,1.02,1.04,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8919,99.8296,299.7,3.842,74.7,43.6,,7.4,125.9,3808.02,7948.7,43.13,0.0,10.78,100,5010.0,1012.78,44.7,194.4101
MFG-LINE-PLT-002-04,PLT-002,WC-024,SHF-PLT-002-20220726-1,2022-07-26,1,477.9,PRD-2022-SKU-06470,electronics_pcb,WO-2022-91671,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,22.818,6.189,20.06,31.52,22.53,33.03,0.271,WC-003,24.69,98.38,WC-002,0.0,1995,1196,1173,23,12,11,157.72,255.32,0.6177,98.1415,1208,3.2,8,-40.05,9.82,477.9,455.0,0.9521,0.6177,0.9808,0.5768,19.14,33.19,22.9,740.2,23,reduced_speed,average,performance_loss,0.0,0,22.9,0.0,3,159.3,7.6,11.0,no,11.0,0.0,7.7,0.0,4.2,0.0,no,emergency,15.6,6.3,17,15,83.3,trainee,9.4,0.0,no,no,81.4,SUP-142,18585.0,3.58,0.69,0.76,functional_failure,dimensional_out_of_spec,100pct_manual,yes,yes,yes,no,98.1415,96.3705,866.8,0.739,193.6,95.5,,8.2,364.1,3784.98,5569.71,10.95,131.4,30.11,150,3435.0,848.51,56.2,19.1397
MFG-LINE-PLT-001-02,PLT-001,WC-031,SHF-PLT-001-20201229-1,2020-12-29,1,444.2,PRD-2020-SKU-02542,pharmaceutical,WO-2020-10997,fabrication,manual,5,transfer_line,Chicago_US,pharma,62.4,50.8,66.053,14.102,56.22,146.35,75.68,89.32,0.213,WC-002,70.34,96.81,WC-005,0.0,524,326,325,1,0,1,54.37,70.87,0.7672,99.9449,326,0.6,1,-37.79,2.0,444.2,359.7,0.8098,0.7673,0.9969,0.6194,19.11,30.85,84.5,98.9,1,idling_minor_stops,average,performance_loss,0.0,0,84.5,0.0,3,148.1,28.2,46.4,yes,46.4,29.4,0.0,8.7,0.0,0.0,no,preventive,22.7,5.6,24,22,60.8,semi_skilled,6.6,0.0,no,no,10.4,SUP-173,551.0,4.76,1.09,1.24,contamination,labelling,100pct_manual,yes,no,no,no,99.9449,99.3013,385.8,1.187,90.0,25.5,,8.4,162.0,7585.54,12772.12,7.16,0.0,1.79,300,25350.0,5071.79,27.8,69.821
MFG-LINE-PLT-010-03,PLT-010,WC-013,SHF-PLT-010-20210122-2,2021-01-22,2,426.1,PRD-2021-SKU-05033,industrial_machinery,WO-2021-27475,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,47.406,5.689,44.95,60.73,49.45,56.79,0.12,WC-004,50.71,97.24,WC-006,0.0,730,528,525,3,1,2,75.94,103.45,0.7341,99.4936,529,0.1,0,-27.67,3.89,426.1,417.2,0.9791,0.734,0.9943,0.7146,21.15,29.59,8.9,191.3,3,idling_minor_stops,good,performance_loss,0.0,0,8.9,0.0,1,426.1,8.9,8.9,no,0.0,0.0,8.9,0.0,0.0,0.0,no,predictive,29.1,4.6,20,19,65.8,semi_skilled,3.6,0.0,no,no,79.7,SUP-064,5064.0,4.07,0.86,0.86,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.4936,97.2723,1082.0,2.061,285.7,150.4,,8.6,454.4,3297.34,3072.82,48.21,48.21,24.11,100,890.0,250.32,54.8,60.6191
MFG-LINE-PLT-004-03,PLT-004,WC-049,SHF-PLT-004-20200119-2,2020-01-19,2,461.9,PRD-2020-SKU-09635,industrial_machinery,WO-2020-03552,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,184.071,9.204,161.12,239.11,184.39,199.26,0.05,WC-005,190.51,94.09,WC-002,156.98,208,89,88,1,0,1,19.38,27.09,0.7154,99.8396,89,2.1,6,-57.21,1.43,461.9,426.4,0.9231,0.4623,0.9888,0.422,13.54,32.08,35.5,103.5,1,reduced_speed,poor,performance_loss,150.9,4,35.5,0.0,1,461.9,35.5,35.5,yes,35.5,0.0,0.0,0.0,0.0,0.0,no,predictive,22.2,5.3,9,8,93.2,semi_skilled,4.8,1.0,no,yes,12.9,SUP-043,1604.0,4.45,0.98,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8396,97.7526,355.5,4.04,70.1,22.1,,7.3,149.3,1463.09,2978.8,48.75,0.0,12.19,100,3550.0,722.19,69.0,99.78
MFG-LINE-PLT-002-04,PLT-002,WC-037,SHF-PLT-002-20221124-3,2022-11-24,3,464.6,PRD-2022-SKU-03564,electronics_pcb,WO-2022-78787,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,25.917,7.03,23.52,42.66,22.71,37.52,0.271,WC-003,28.87,99.9,WC-006,0.0,1966,840,835,5,1,4,138.81,255.32,0.5437,99.4885,841,0.7,2,-57.27,9.8,464.6,363.1,0.7815,0.5437,0.994,0.4224,13.63,32.26,101.5,705.0,5,idling_minor_stops,poor,performance_loss,0.0,0,101.5,0.0,7,66.4,14.5,28.5,no,25.4,10.6,51.5,13.9,0.0,0.0,no,corrective,15.6,4.9,12,11,73.5,trainee,8.1,0.0,no,no,51.7,SUP-093,5115.0,4.07,0.86,0.93,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.4885,97.8053,298.9,0.358,62.4,22.9,,9.1,125.5,4705.9,5152.21,8.77,8.77,8.77,150,15225.0,3062.54,69.7,20.6286
MFG-LINE-PLT-010-01,PLT-010,WC-039,SHF-PLT-010-20210825-2,2021-08-25,2,449.9,PRD-2021-SKU-07281,industrial_machinery,WO-2021-67043,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,301.67,24.134,284.58,646.46,304.35,341.49,0.08,WC-001,316.66,95.43,WC-002,288.8,96,78,77,1,0,1,11.79,12.87,0.9161,99.9203,78,1.9,5,-18.75,0.6,449.9,416.6,0.926,0.8728,0.9872,0.7978,24.93,31.24,33.3,11.4,1,reduced_speed,good,performance_loss,19.6,1,33.3,0.0,1,449.9,33.3,33.3,yes,0.0,33.3,0.0,0.0,0.0,0.0,no,preventive,19.7,7.1,19,17,61.1,expert,7.0,0.0,no,no,31.9,SUP-141,797.0,4.66,1.05,1.2,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9203,97.653,197.4,2.564,36.9,13.7,,8.3,82.9,6202.64,13841.92,54.27,0.0,13.57,100,3330.0,679.57,47.6,315.2938
MFG-LINE-PLT-004-01,PLT-004,WC-009,SHF-PLT-004-20200105-2,2020-01-05,2,463.9,PRD-2020-SKU-02894,industrial_machinery,WO-2020-45991,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,229.672,11.484,212.64,660.35,230.73,248.62,0.05,WC-006,239.19,94.68,WC-003,212.48,132,90,89,1,0,1,15.59,17.19,0.9069,99.9484,90,2.0,6,-31.82,1.15,463.9,373.6,0.8054,0.8406,0.9889,0.6695,21.57,32.22,90.3,17.1,1,equipment_failure,average,availability_loss,27.3,2,90.3,0.0,6,77.3,15.0,25.3,no,44.3,9.0,0.0,7.5,7.5,21.9,no,preventive,28.6,6.4,11,10,70.1,expert,6.9,0.0,no,no,86.8,SUP-146,516.0,4.78,1.09,1.09,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9484,99.8026,313.5,3.523,74.3,46.0,,7.7,131.7,4574.53,5193.62,101.31,0.0,25.33,100,9030.0,1831.33,30.9,212.2028
MFG-LINE-PLT-002-04,PLT-002,WC-001,SHF-PLT-002-20210729-3,2021-07-29,3,427.7,PRD-2021-SKU-09306,electronics_pcb,WO-2021-95792,machining_cell,manual,6,serial,Chennai_IN,electronics,16.2,14.1,17.417,3.292,15.03,46.45,19.64,22.85,0.189,WC-002,20.32,99.9,WC-006,0.0,1815,1353,1349,4,1,3,206.56,255.32,0.809,99.7768,1354,0.6,1,-25.45,94.63,427.7,410.5,0.9598,0.7746,0.997,0.7412,22.01,29.7,17.2,393.7,4,idling_minor_stops,good,performance_loss,17.5,1,17.2,0.0,1,427.7,17.2,17.2,no,0.0,0.0,0.0,0.0,0.0,17.2,no,predictive,15.6,7.3,3,2,75.0,skilled,19.8,0.0,no,no,28.8,SUP-007,2232.0,4.34,0.95,1.01,functional_failure,dimensional_out_of_spec,100pct_manual,no,no,no,no,99.7768,99.7132,1407.0,1.043,371.4,172.9,,7.4,590.9,635.47,577.57,6.72,6.72,5.04,150,2580.0,527.76,64.5,7.6391
MFG-LINE-PLT-005-06,PLT-005,WC-044,SHF-PLT-005-20211029-2,2021-10-29,2,472.8,PRD-2021-SKU-08214,automotive_body,WO-2021-19504,hybrid,highly_automated,10,parallel,Shenzhen_CN,automotive,73.7,75.0,88.407,4.42,78.53,250.55,90.39,95.7,0.05,WC-006,93.54,96.19,WC-009,40.41,378,279,278,1,0,1,40.66,48.0,0.8471,99.9807,279,0.6,1,-26.19,1.76,472.8,411.7,0.8708,0.8472,0.9964,0.735,24.13,32.83,61.1,50.3,1,idling_minor_stops,good,performance_loss,0.0,0,61.1,0.0,2,236.4,30.6,46.2,yes,46.2,15.0,0.0,0.0,0.0,0.0,no,preventive,32.1,6.7,23,20,71.4,skilled,12.1,0.0,no,no,41.4,SUP-069,193.0,5.05,1.18,1.23,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9807,99.4563,1028.0,3.698,233.1,111.6,20.6,7.0,431.8,6419.24,15583.3,36.22,0.0,9.05,200,12220.0,2453.05,51.5,115.4961
MFG-LINE-PLT-005-04,PLT-005,WC-044,SHF-PLT-005-20231210-1,2023-12-10,1,446.8,PRD-2023-SKU-05437,automotive_body,WO-2023-46748,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.161,6.259,45.79,69.3,51.2,62.49,0.12,WC-003,56.07,97.72,WC-001,0.0,574,323,322,1,0,1,68.94,77.25,0.8924,99.8734,323,3.9,8,-43.73,14.41,446.8,293.7,0.6574,0.854,0.9969,0.5597,17.37,31.03,153.1,55.2,1,equipment_failure,average,availability_loss,12.6,1,153.1,0.0,6,74.5,25.5,80.0,yes,93.8,16.9,0.0,19.5,0.0,22.9,no,preventive,15.6,6.4,4,3,75.0,skilled,10.8,0.0,no,no,74.7,SUP-012,1266.0,4.52,1.01,1.08,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,yes,99.8734,98.1843,995.6,3.092,191.8,52.4,19.9,7.5,418.2,738.33,1764.25,12.31,0.0,3.08,200,30620.0,6127.08,57.4,20.1202
MFG-LINE-PLT-009-02,PLT-009,WC-045,SHF-PLT-009-20230312-1,2023-03-12,1,452.4,PRD-2023-SKU-09250,automotive_body,WO-2023-89153,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.161,1.858,34.81,81.37,36.34,40.23,0.05,WC-003,38.05,93.08,WC-001,0.0,822,646,645,1,0,1,96.75,109.09,0.8869,99.9892,646,1.4,5,-21.41,5.03,452.4,418.4,0.9248,0.8493,0.9985,0.7842,24.63,31.41,34.0,114.6,1,idling_minor_stops,good,performance_loss,17.7,1,34.0,0.0,1,452.4,34.0,34.0,yes,34.0,0.0,0.0,0.0,0.0,0.0,no,preventive,14.2,6.3,20,17,66.6,skilled,14.3,0.0,no,no,16.2,SUP-033,108.0,5.2,1.23,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9892,97.8806,1725.4,2.675,403.4,248.0,34.5,7.9,724.7,5811.78,6542.79,75.38,0.0,18.84,200,6800.0,1378.84,45.4,94.6512
MFG-LINE-PLT-006-01,PLT-006,WC-047,SHF-PLT-006-20240601-2,2024-06-01,2,465.4,PRD-2024-SKU-03303,food_beverage,WO-2024-72760,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,29.237,3.508,25.41,73.01,28.94,35.03,0.12,WC-011,32.44,99.9,WC-009,0.0,1132,830,828,2,0,2,123.03,146.34,0.8407,99.7779,830,0.0,0,-26.68,8.9,465.4,404.8,0.8698,0.8407,0.9976,0.7294,23.57,32.32,60.6,157.3,2,reduced_speed,good,performance_loss,0.0,0,60.6,0.0,5,93.1,12.1,19.7,no,31.2,0.0,13.2,10.1,6.0,0.0,no,preventive,33.4,5.2,14,12,90.4,skilled,8.6,0.6,no,yes,69.3,SUP-191,2221.0,4.34,0.95,0.95,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.7779,97.1813,486.0,0.587,83.9,71.9,,7.1,204.1,2435.09,2890.23,4.1,0.0,2.05,80,4848.0,971.65,59.1,10.5414
MFG-LINE-PLT-007-01,PLT-007,WC-027,SHF-PLT-007-20240520-2,2024-05-20,2,428.8,PRD-2024-SKU-03109,industrial_machinery,WO-2024-57960,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,225.561,6.767,201.3,382.5,225.49,236.73,0.03,WC-013,229.53,92.51,WC-012,204.4,151,87,86,1,0,1,15.94,21.16,0.7533,99.8989,87,2.2,8,-42.38,1.09,428.8,425.0,0.9911,0.5803,0.9885,0.5685,16.93,29.78,3.8,62.9,1,idling_minor_stops,average,performance_loss,97.5,3,3.8,0.0,1,428.8,3.8,3.8,no,0.0,0.0,0.0,0.0,3.8,0.0,no,preventive,27.1,6.1,12,11,86.0,semi_skilled,4.8,0.5,no,no,21.5,SUP-026,1011.0,4.59,1.03,1.14,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8989,98.2817,262.1,3.048,57.4,33.9,,8.0,110.1,1846.33,3935.66,51.3,0.0,12.82,100,380.0,88.82,74.4,119.129
MFG-LINE-PLT-004-02,PLT-004,WC-041,SHF-PLT-004-20220212-1,2022-02-12,1,425.3,PRD-2022-SKU-05447,industrial_machinery,WO-2022-10380,hybrid,manual,2,flexible,Nagoya_JP,industrial,244.9,225.0,250.242,47.296,223.9,706.88,247.9,328.28,0.189,WC-002,246.24,89.45,WC-001,234.24,113,95,94,1,0,1,14.32,16.0,0.895,99.7913,95,0.1,0,-15.93,13.26,425.3,398.0,0.9358,0.8951,0.9895,0.8289,24.48,29.53,27.3,11.1,1,reduced_speed,good,performance_loss,0.0,0,27.3,0.0,3,141.8,9.1,15.1,no,0.0,0.0,19.6,7.7,0.0,0.0,no,corrective,6.1,7.0,1,1,67.5,skilled,6.6,1.1,no,no,38.6,SUP-076,2087.0,4.36,0.95,1.05,dimensional_out_of_spec,assembly_error,100pct_manual,yes,yes,no,no,99.7913,99.5052,203.3,2.163,38.5,13.5,,8.6,85.4,222.49,409.36,64.29,0.0,16.07,100,2730.0,562.07,67.7,71.6957
MFG-LINE-PLT-010-03,PLT-010,WC-047,SHF-PLT-010-20240312-1,2024-03-12,1,424.7,PRD-2024-SKU-07896,industrial_machinery,WO-2024-32074,packaging_line,semi_automated,10,transfer_line,Munich_DE,industrial,34.2,34.8,39.425,4.731,33.61,57.22,39.83,47.23,0.12,WC-004,44.5,99.9,WC-006,0.0,730,371,370,1,0,1,91.16,103.45,0.8812,99.7658,371,1.0,2,-49.18,26.13,424.7,329.7,0.7763,0.6526,0.9973,0.5053,14.9,29.5,95.0,197.5,1,reduced_speed,average,performance_loss,85.5,2,95.0,0.0,8,53.1,11.9,19.2,no,14.6,37.0,39.6,0.0,3.8,0.0,no,predictive,29.1,5.3,3,2,85.0,skilled,8.4,0.0,no,no,62.1,SUP-008,2342.0,4.33,0.94,0.98,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.7658,97.6833,896.5,2.423,210.1,55.8,,8.4,376.5,803.83,1809.0,89.77,0.0,22.44,100,9500.0,1922.44,50.3,97.0743
MFG-LINE-PLT-005-02,PLT-005,WC-002,SHF-PLT-005-20210128-3,2021-01-28,3,464.3,PRD-2021-SKU-05040,automotive_body,WO-2021-69661,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,57.969,4.638,49.82,81.61,54.95,65.62,0.08,WC-001,61.16,95.91,WC-005,0.0,585,422,421,1,0,1,62.04,75.79,0.8186,99.8732,422,0.2,0,-27.86,6.04,464.3,443.4,0.955,0.7534,0.9976,0.7178,23.15,32.25,20.9,138.1,1,idling_minor_stops,good,performance_loss,35.3,1,20.9,0.0,1,464.3,20.9,20.9,no,0.0,20.9,0.0,0.0,0.0,0.0,no,emergency,1.3,6.8,11,9,62.7,skilled,11.5,0.0,no,no,44.7,SUP-083,1268.0,4.52,1.01,1.12,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.8732,98.9649,820.1,1.948,207.8,118.9,16.4,8.4,344.4,4351.43,4933.52,54.77,0.0,13.69,200,4180.0,849.69,71.5,76.9546
MFG-LINE-PLT-008-01,PLT-008,WC-026,SHF-PLT-008-20220223-3,2022-02-23,3,440.1,PRD-2022-SKU-09125,medical_devices,WO-2022-48807,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,207.769,24.932,194.65,419.43,212.61,248.91,0.12,WC-001,209.41,91.63,WC-003,176.16,231,95,94,1,0,1,17.18,31.61,0.5435,99.9036,95,0.6,2,-58.87,0.8,440.1,404.5,0.9191,0.4459,0.9895,0.4055,12.39,30.56,35.6,118.1,1,reduced_speed,poor,performance_loss,72.6,2,35.6,0.0,3,146.7,11.9,14.7,no,0.0,12.4,14.7,0.0,8.5,0.0,no,corrective,7.3,5.2,18,16,68.2,trainee,6.9,0.0,no,no,36.4,SUP-082,964.0,4.6,1.03,1.18,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9036,97.1017,136.9,1.456,32.6,14.0,,7.6,57.5,5933.31,9017.65,37.3,0.0,9.32,250,8900.0,1789.32,43.7,196.7496
MFG-LINE-PLT-007-01,PLT-007,WC-019,SHF-PLT-007-20210916-3,2021-09-16,3,448.9,PRD-2021-SKU-06043,industrial_machinery,WO-2021-07854,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,217.062,6.512,187.2,597.73,217.27,227.81,0.03,WC-002,222.53,93.2,WC-013,195.9,158,109,108,1,0,1,16.49,21.16,0.7793,99.9263,109,2.0,6,-31.01,0.96,448.9,396.6,0.8835,0.7791,0.9908,0.682,21.26,31.18,52.3,30.9,1,reduced_speed,average,performance_loss,0.0,0,52.3,0.0,3,149.6,17.4,19.8,no,19.8,32.5,0.0,0.0,0.0,0.0,no,preventive,27.1,4.9,17,15,82.6,skilled,11.2,1.1,no,yes,28.3,SUP-133,737.0,4.68,1.06,1.09,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9263,97.8723,313.4,2.902,64.9,28.4,,8.1,131.6,2541.82,4728.74,42.36,0.0,10.59,100,5230.0,1056.59,43.1,110.0722
MFG-LINE-PLT-003-05,PLT-003,WC-016,SHF-PLT-003-20220406-2,2022-04-06,2,474.2,PRD-2022-SKU-08844,electronics_pcb,WO-2022-46611,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,45.45,5.454,39.53,76.57,46.41,54.45,0.12,WC-004,48.35,96.72,WC-001,0.0,727,580,579,1,0,1,79.19,92.07,0.8601,99.9133,580,0.2,0,-20.22,73.26,474.2,439.4,0.9266,0.8601,0.9983,0.7956,26.2,32.93,34.8,94.3,1,reduced_speed,good,performance_loss,0.0,0,34.8,0.0,2,237.1,17.4,22.1,no,22.1,0.0,0.0,12.7,0.0,0.0,no,preventive,2.5,6.7,1,1,80.4,skilled,3.7,0.8,no,no,53.1,SUP-081,867.0,4.63,1.04,1.07,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9133,97.3252,234.5,0.405,54.7,16.3,,9.0,98.5,161.32,191.82,16.78,0.0,4.2,150,5220.0,1048.2,26.9,17.4189
MFG-LINE-PLT-005-04,PLT-005,WC-017,SHF-PLT-005-20200921-2,2020-09-21,2,453.1,PRD-2020-SKU-08369,automotive_body,WO-2020-83485,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.881,6.346,47.56,139.43,51.35,63.35,0.12,WC-001,53.78,92.46,WC-004,0.0,582,427,426,1,0,1,67.94,77.25,0.8795,99.784,427,0.1,0,-26.63,11.28,453.1,403.1,0.8896,0.8227,0.9977,0.7302,22.98,31.46,50.0,92.0,1,idling_minor_stops,good,performance_loss,26.0,1,50.0,0.0,3,151.0,16.7,18.7,no,15.9,18.7,0.0,15.5,0.0,0.0,no,corrective,15.6,6.1,6,5,61.2,multi_skilled,0.2,0.0,no,no,64.8,SUP-009,2160.0,4.35,0.95,0.99,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.784,99.2758,1042.0,2.446,198.8,138.7,20.8,8.0,437.6,910.84,1627.48,23.84,0.0,5.96,200,10000.0,2005.96,64.9,29.8545
MFG-LINE-PLT-010-01,PLT-010,WC-010,SHF-PLT-010-20210901-3,2021-09-01,3,455.1,PRD-2021-SKU-07818,industrial_machinery,WO-2021-62257,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,349.921,27.994,319.45,920.79,351.19,396.11,0.08,WC-004,354.49,92.1,WC-003,337.05,97,64,63,1,0,1,10.16,12.87,0.7894,99.902,64,0.7,2,-34.02,0.64,455.1,408.0,0.8965,0.7313,0.9844,0.6453,20.39,31.6,47.1,23.5,1,idling_minor_stops,average,performance_loss,30.1,1,47.1,0.0,2,227.5,23.6,38.5,yes,38.5,8.7,0.0,0.0,0.0,0.0,no,emergency,19.7,6.1,16,13,73.6,skilled,14.4,0.0,no,no,80.3,SUP-193,980.0,4.6,1.03,1.03,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.902,99.1812,195.2,3.099,48.1,28.5,,7.9,82.0,3173.28,6846.81,37.85,0.0,9.46,100,4710.0,951.46,59.0,197.4998
MFG-LINE-PLT-009-02,PLT-009,WC-005,SHF-PLT-009-20220624-1,2022-06-24,1,466.7,PRD-2022-SKU-07642,automotive_body,WO-2022-66960,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,42.086,2.104,38.87,105.78,41.14,45.56,0.05,WC-003,44.1,95.26,WC-002,0.0,848,319,318,1,0,1,85.38,109.09,0.7827,99.9818,319,0.0,0,-62.38,4.09,466.7,294.1,0.6302,0.5965,0.9969,0.3747,12.15,32.41,172.6,215.8,1,reduced_speed,poor,performance_loss,70.0,2,172.6,0.0,8,58.3,21.6,49.4,yes,122.8,21.1,16.0,0.0,0.0,12.8,no,preventive,14.2,6.6,12,10,71.3,semi_skilled,9.3,0.0,no,no,67.1,SUP-102,182.0,5.06,1.19,1.34,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9818,99.8454,728.5,2.291,136.8,54.5,14.6,8.2,306.0,1889.05,2118.5,39.26,0.0,9.81,200,34520.0,6913.81,35.4,51.9858
MFG-LINE-PLT-004-03,PLT-004,WC-021,SHF-PLT-004-20240404-2,2024-04-04,2,476.3,PRD-2024-SKU-09950,industrial_machinery,WO-2024-83541,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,178.047,8.902,163.27,522.26,175.01,192.74,0.05,WC-005,185.65,94.79,WC-004,150.96,214,147,146,1,0,1,20.17,27.09,0.7446,99.9021,147,0.6,1,-31.31,2.3,441.1,402.0,0.9114,0.81,0.9932,0.7331,22.46,30.63,39.1,34.5,1,reduced_speed,good,performance_loss,0.0,0,39.1,35.2,3,158.8,13.0,23.9,no,23.9,12.1,0.0,0.0,3.1,0.0,yes,corrective,22.2,5.9,9,8,81.3,semi_skilled,5.5,0.3,no,no,32.9,SUP-115,979.0,4.6,1.03,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9021,99.3296,245.9,1.684,48.0,29.0,,8.9,103.3,3027.61,7189.42,106.54,0.0,26.64,100,3910.0,808.64,30.2,177.2494
MFG-LINE-PLT-003-02,PLT-003,WC-025,SHF-PLT-003-20200330-2,2020-03-30,2,430.1,PRD-2020-SKU-03413,electronics_pcb,WO-2020-34575,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,48.819,5.858,43.39,144.51,50.72,58.48,0.12,WC-001,46.74,87.03,WC-001,0.0,706,332,331,1,0,1,73.55,98.63,0.7457,99.8566,332,0.9,2,-52.97,46.17,430.1,302.2,0.7026,0.6683,0.997,0.4681,13.98,29.87,127.9,164.8,1,reduced_speed,poor,performance_loss,31.4,3,127.9,0.0,7,61.4,18.3,32.7,yes,80.8,0.0,47.1,0.0,0.0,0.0,no,corrective,24.8,5.4,2,1,68.2,semi_skilled,0.8,0.0,no,no,38.4,SUP-134,1434.0,4.48,0.99,1.01,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8566,97.1658,373.4,1.128,77.6,26.7,,7.2,156.8,161.11,307.74,10.25,0.0,2.56,150,19185.0,3839.56,69.6,11.6974
MFG-LINE-PLT-010-02,PLT-010,WC-034,SHF-PLT-010-20230726-1,2023-07-26,1,432.2,PRD-2023-SKU-06033,industrial_machinery,WO-2023-74373,assembly_line,manual,5,transfer_line,Chennai_IN,industrial,328.4,290.9,487.0,132.099,446.72,807.17,528.47,704.96,0.271,WC-003,522.31,97.5,WC-001,474.62,88,35,34,1,0,1,7.31,12.38,0.5905,99.1539,35,1.5,5,-60.23,1.18,432.2,319.6,0.7395,0.5309,0.9714,0.3814,11.45,30.02,112.6,30.9,1,idling_minor_stops,poor,performance_loss,32.2,2,112.6,0.0,5,86.4,22.5,33.2,yes,86.2,12.4,0.0,0.0,0.0,14.1,no,corrective,32.7,5.0,5,4,71.1,trainee,6.2,1.5,no,no,77.3,SUP-015,8461.0,3.89,0.8,0.9,dimensional_out_of_spec,assembly_error,100pct_manual,no,no,no,no,99.1539,96.5892,84.2,2.475,22.9,10.7,,8.3,35.4,541.88,673.81,33.16,0.0,8.29,100,11260.0,2260.29,40.7,69.8909
MFG-LINE-PLT-004-01,PLT-004,WC-038,SHF-PLT-004-20230819-1,2023-08-19,1,432.5,PRD-2023-SKU-05162,industrial_machinery,WO-2023-43103,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,240.39,12.02,226.03,679.53,242.48,260.22,0.05,WC-004,248.28,93.89,WC-007,223.2,123,66,65,1,0,1,14.87,17.19,0.865,99.9064,66,1.5,3,-46.34,0.56,432.5,289.9,0.6703,0.7947,0.9848,0.5246,15.75,30.03,142.6,17.1,1,setup_adjustment,average,availability_loss,23.6,1,142.6,0.0,6,72.1,23.8,47.1,yes,119.4,0.0,0.0,11.4,0.0,11.8,no,preventive,28.6,4.6,17,16,90.3,skilled,4.3,0.9,no,no,23.5,SUP-023,936.0,4.61,1.04,1.07,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9064,99.1424,321.5,4.946,71.4,46.6,,6.7,135.0,3273.61,7972.12,31.89,0.0,7.97,100,14260.0,2859.97,37.5,205.3918
MFG-LINE-PLT-008-02,PLT-008,WC-045,SHF-PLT-008-20230819-2,2023-08-19,2,423.3,PRD-2023-SKU-07392,medical_devices,WO-2023-13699,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,44.973,3.598,41.15,100.99,45.44,50.91,0.08,WC-006,49.0,99.04,WC-003,0.0,656,383,382,1,0,1,79.93,93.02,0.8593,99.9824,383,0.4,1,-41.62,7.73,423.3,317.1,0.7491,0.7789,0.9974,0.582,17.11,29.4,106.2,108.7,1,equipment_failure,average,availability_loss,29.6,1,106.2,0.0,2,211.7,53.1,61.1,yes,106.2,0.0,0.0,0.0,0.0,0.0,no,preventive,8.4,7.0,8,7,86.0,skilled,1.3,0.0,no,no,34.0,SUP-145,176.0,5.07,1.19,1.27,contamination,functional_failure,automated_vision,yes,no,no,no,99.9824,99.1036,370.5,0.97,91.7,39.9,,8.4,155.6,1311.47,2163.38,19.93,0.0,4.98,250,26550.0,5314.98,68.4,29.0786
MFG-LINE-PLT-004-01,PLT-004,WC-014,SHF-PLT-004-20200719-1,2020-07-19,1,459.4,PRD-2020-SKU-01162,industrial_machinery,WO-2020-79014,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,224.926,11.246,212.58,283.24,221.05,243.48,0.05,WC-003,232.91,94.14,WC-010,207.74,131,87,86,1,0,1,15.92,17.19,0.9261,99.9534,87,0.8,3,-33.59,1.25,459.4,377.5,0.8217,0.8044,0.9885,0.6534,20.84,31.9,81.9,21.2,1,idling_minor_stops,average,performance_loss,49.6,2,81.9,0.0,5,91.9,16.4,38.5,yes,38.5,24.6,6.3,0.0,12.4,0.0,no,preventive,28.6,6.5,11,9,93.9,multi_skilled,14.7,1.8,no,yes,66.0,SUP-109,466.0,4.81,1.1,1.17,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9534,99.2132,244.6,2.844,44.2,26.4,,8.1,102.7,3082.33,4273.1,46.81,0.0,11.7,100,8190.0,1649.7,34.5,132.8826
MFG-LINE-PLT-002-03,PLT-002,WC-025,SHF-PLT-002-20200910-3,2020-09-10,3,473.0,PRD-2020-SKU-04032,electronics_pcb,WO-2020-38135,assembly_line,highly_automated,10,u_shaped,Chennai_IN,electronics,45.8,43.7,54.411,2.721,49.67,141.07,54.67,58.9,0.05,WC-007,56.85,94.98,WC-001,0.0,649,396,395,1,0,1,66.12,82.38,0.8026,99.9477,396,0.2,0,-38.98,6.26,473.0,359.4,0.7598,0.8026,0.9975,0.6083,19.98,32.85,113.6,97.4,1,setup_adjustment,average,availability_loss,0.0,0,113.6,0.0,5,94.6,22.7,41.3,yes,59.3,0.0,0.0,6.9,0.0,47.5,no,corrective,13.3,6.1,9,8,73.6,skilled,9.7,0.0,no,no,30.3,SUP-013,523.0,4.78,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9477,98.8478,352.7,0.893,72.5,41.1,,7.8,148.1,2976.95,3554.91,18.18,0.0,4.54,150,17040.0,3412.54,49.4,34.7624
MFG-LINE-PLT-005-05,PLT-005,WC-025,SHF-PLT-005-20240323-1,2024-03-23,1,455.3,PRD-2024-SKU-02043,automotive_body,WO-2024-76459,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,78.154,2.345,68.97,216.51,77.89,82.02,0.03,WC-001,79.01,91.91,WC-002,19.13,447,256,255,1,0,1,45.93,59.02,0.7782,99.9845,256,1.8,4,-42.73,8.4,455.3,358.3,0.787,0.7264,0.9961,0.5694,18.0,31.62,97.0,96.4,1,reduced_speed,average,performance_loss,23.9,2,97.0,0.0,4,113.8,24.3,41.1,yes,65.0,0.0,0.0,0.0,13.4,18.6,no,preventive,23.7,5.8,5,4,72.1,semi_skilled,2.2,0.0,no,no,78.1,SUP-129,155.0,5.11,1.2,1.29,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9845,97.3919,648.2,2.542,170.4,61.3,13.0,8.0,272.2,1375.94,1644.66,34.83,0.0,8.71,200,19400.0,3888.71,46.8,46.8121
MFG-LINE-PLT-006-02,PLT-006,WC-023,SHF-PLT-006-20201121-1,2020-11-21,1,459.0,PRD-2020-SKU-07998,food_beverage,WO-2020-05414,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.424,0.891,6.86,12.07,7.43,8.89,0.12,WC-009,8.61,99.9,WC-018,0.0,4168,2690,2686,4,1,3,484.9,545.45,0.889,99.8866,2691,0.9,3,-35.46,117.03,459.0,374.3,0.8155,0.7905,0.9985,0.6437,20.52,31.88,84.7,712.9,4,reduced_speed,average,performance_loss,41.5,1,84.7,0.0,6,76.5,14.1,20.0,no,14.5,20.0,39.0,11.2,0.0,0.0,no,preventive,15.5,6.1,4,3,85.6,skilled,4.9,0.0,no,no,68.8,SUP-036,1134.0,4.55,1.02,1.16,contamination,labelling,sampling_plan_ansi,no,no,no,no,99.8866,97.5697,835.3,0.311,170.9,113.7,,8.4,350.8,451.23,1103.46,4.42,4.42,3.31,80,6776.0,1362.93,50.5,5.0054
MFG-LINE-PLT-001-01,PLT-001,WC-024,SHF-PLT-001-20221202-1,2022-12-02,1,450.7,PRD-2022-SKU-02621,pharmaceutical,WO-2022-79986,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,32.912,0.987,28.53,58.04,33.07,34.54,0.03,WC-009,33.72,93.14,WC-001,0.0,1324,665,664,1,0,1,109.34,176.47,0.6196,99.9433,665,1.4,4,-49.77,5.89,425.7,416.9,0.9793,0.5423,0.9985,0.5303,15.68,29.56,8.8,561.3,1,idling_minor_stops,average,performance_loss,77.0,2,8.8,25.0,1,450.7,8.8,8.8,no,0.0,0.0,0.0,8.8,0.0,0.0,yes,predictive,26.8,6.6,16,15,81.8,trainee,2.8,0.0,no,yes,18.1,SUP-107,567.0,4.75,1.08,1.21,contamination,labelling,automated_vision,no,no,no,no,99.9433,97.4143,1334.0,2.009,271.9,168.5,,7.3,560.3,3835.0,6085.75,9.76,0.0,2.44,300,2640.0,530.44,56.9,24.7156
MFG-LINE-PLT-003-03,PLT-003,WC-015,SHF-PLT-003-20210912-1,2021-09-12,1,445.8,PRD-2021-SKU-06965,electronics_pcb,WO-2021-90166,chemical_process,highly_automated,3,job_shop,Chicago_US,electronics,11.0,9.6,12.083,0.604,10.46,31.31,11.98,13.08,0.05,WC-002,12.3,92.55,WC-003,0.0,2783,1064,1063,1,0,1,297.91,375.0,0.7944,99.9099,1064,0.0,0,-61.77,17.89,445.8,240.4,0.5392,0.7083,0.9991,0.3816,11.81,30.96,205.4,438.2,1,equipment_failure,poor,availability_loss,26.1,1,205.4,0.0,5,89.2,41.1,154.7,yes,183.6,18.0,0.0,0.0,3.8,0.0,no,corrective,16.8,5.9,10,8,74.6,semi_skilled,11.5,1.6,no,no,21.4,SUP-068,901.0,4.62,1.04,1.08,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9099,99.1541,601.7,0.566,159.4,78.6,,8.6,252.7,3343.74,4707.7,12.65,0.0,3.16,150,30810.0,6165.16,32.7,20.2362
MFG-LINE-PLT-009-01,PLT-009,WC-023,SHF-PLT-009-20221220-2,2022-12-20,2,455.3,PRD-2022-SKU-02013,automotive_body,WO-2022-26274,batch_process,semi_automated,10,serial,São_Paulo_BR,automotive,63.4,62.8,75.08,9.01,70.05,222.1,76.56,89.95,0.12,WC-007,80.68,97.69,WC-003,17.76,434,271,270,1,0,1,47.94,57.32,0.8364,99.9559,271,0.0,0,-37.56,2.37,455.3,421.1,0.9249,0.6736,0.9963,0.6207,19.62,31.62,34.2,131.3,1,idling_minor_stops,average,performance_loss,81.9,2,34.2,0.0,2,227.6,17.1,18.6,no,0.0,0.0,15.6,0.0,0.0,18.6,no,emergency,28.2,5.1,17,15,88.5,skilled,9.2,0.0,no,no,33.1,SUP-032,441.0,4.83,1.11,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9559,98.9199,831.3,3.079,161.5,99.4,16.6,7.5,349.1,3581.22,4732.76,41.54,0.0,10.38,200,6840.0,1378.38,31.3,72.4864
MFG-LINE-PLT-005-02,PLT-005,WC-030,SHF-PLT-005-20201127-1,2020-11-27,1,438.1,PRD-2020-SKU-02949,automotive_body,WO-2020-59019,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,61.122,4.89,57.51,182.52,62.86,69.19,0.08,WC-003,64.93,96.57,WC-002,0.0,553,401,400,1,0,1,58.84,75.79,0.7764,99.9693,401,1.9,5,-27.49,3.91,438.1,430.4,0.9824,0.7376,0.9975,0.7228,21.99,30.42,7.7,142.7,1,reduced_speed,good,performance_loss,21.5,2,7.7,0.0,1,438.1,7.7,7.7,no,0.0,7.7,0.0,0.0,0.0,0.0,no,corrective,1.3,5.7,16,14,84.4,semi_skilled,10.8,0.0,no,yes,69.4,SUP-075,307.0,4.93,1.14,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9693,99.5332,1320.8,3.302,240.3,116.9,26.4,7.4,554.7,3616.13,4384.77,62.7,0.0,15.68,200,1540.0,323.68,55.8,82.859
MFG-LINE-PLT-005-01,PLT-005,WC-025,SHF-PLT-005-20220616-1,2022-06-16,1,479.6,PRD-2022-SKU-02112,automotive_body,WO-2022-89645,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,56.946,6.834,51.46,164.79,56.1,68.22,0.12,WC-001,58.8,93.87,WC-004,0.0,831,369,366,3,1,2,63.13,104.65,0.6032,99.4409,370,0.9,2,-55.6,2.69,479.6,425.7,0.8876,0.497,0.9919,0.4376,14.57,33.3,53.9,373.5,3,idling_minor_stops,poor,performance_loss,75.0,2,53.9,0.0,5,95.9,10.8,35.4,yes,0.0,35.4,7.0,9.2,2.4,0.0,no,corrective,20.8,4.3,18,17,83.0,trainee,4.7,0.1,no,no,78.8,SUP-099,5591.0,4.04,0.85,0.9,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,yes,yes,yes,99.4409,99.194,805.9,2.202,172.1,77.4,16.1,8.2,338.5,8172.77,7625.66,37.83,37.83,18.91,200,10780.0,2212.74,57.2,81.3052
MFG-LINE-PLT-004-07,PLT-004,WC-010,SHF-PLT-004-20210514-2,2021-05-14,2,431.5,PRD-2021-SKU-09926,industrial_machinery,WO-2021-45299,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,222.206,11.11,211.05,656.05,219.14,240.54,0.05,WC-002,233.82,95.66,WC-001,204.16,129,94,93,1,0,1,16.12,18.05,0.8931,99.946,94,0.2,0,-27.13,0.72,431.5,349.9,0.8109,0.8928,0.9894,0.7163,21.46,29.96,81.6,11.3,1,equipment_failure,good,availability_loss,0.0,0,81.6,0.0,3,143.8,27.2,53.2,yes,53.2,10.2,18.2,0.0,0.0,0.0,no,corrective,22.9,6.5,20,18,65.4,expert,6.3,0.0,no,no,13.8,SUP-086,540.0,4.77,1.09,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.946,99.7626,215.3,2.315,41.7,12.9,,8.5,90.4,6876.82,16870.31,99.93,0.0,24.98,100,8160.0,1656.98,52.4,356.35
MFG-LINE-PLT-010-04,PLT-010,WC-043,SHF-PLT-010-20241230-3,2024-12-30,3,444.4,PRD-2024-SKU-06233,industrial_machinery,WO-2024-77170,packaging_line,semi_automated,8,serial,Seoul_KR,industrial,298.9,264.3,366.937,44.032,340.53,659.15,350.39,439.59,0.12,WC-005,390.27,96.69,WC-007,353.32,100,55,54,1,0,1,9.65,13.62,0.7085,99.4832,55,0.2,0,-45.0,0.56,444.4,367.1,0.826,0.6601,0.9818,0.5353,16.52,30.86,77.3,28.3,1,reduced_speed,average,performance_loss,25.2,1,77.3,0.0,6,74.1,12.9,28.8,no,58.6,7.1,0.0,9.6,2.0,0.0,no,corrective,14.7,6.1,16,13,92.6,semi_skilled,17.7,0.0,no,no,42.7,SUP-109,5168.0,4.06,0.85,0.96,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.4832,99.3443,120.1,2.224,28.7,12.6,,8.5,50.4,3706.74,3490.78,127.48,0.0,31.87,100,7730.0,1577.87,73.1,263.1281
MFG-LINE-PLT-005-01,PLT-005,WC-035,SHF-PLT-005-20210820-3,2021-08-20,3,450.1,PRD-2021-SKU-09425,automotive_body,WO-2021-24976,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,42.143,5.057,37.27,114.06,41.38,50.49,0.12,WC-004,46.67,99.9,WC-001,0.0,784,488,487,1,0,1,85.36,104.65,0.8157,99.9441,488,5.2,20,-37.76,12.98,450.1,343.0,0.7621,0.8157,0.998,0.6203,19.39,31.26,107.1,110.3,1,equipment_failure,average,availability_loss,0.0,0,107.1,0.0,5,90.0,21.4,32.5,yes,57.3,18.5,19.4,11.9,0.0,0.0,no,corrective,20.8,6.8,6,5,67.9,skilled,6.1,0.0,no,no,47.8,SUP-017,559.0,4.76,1.09,1.19,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9441,97.7113,967.2,1.986,246.8,100.1,19.3,8.4,406.2,2417.53,2510.69,29.82,0.0,7.46,200,21420.0,4291.46,60.2,40.0008
MFG-LINE-PLT-002-01,PLT-002,WC-046,SHF-PLT-002-20210418-1,2021-04-18,1,463.8,PRD-2021-SKU-09466,electronics_pcb,WO-2021-13007,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,49.099,2.455,45.59,88.64,49.0,53.15,0.05,WC-001,49.6,91.83,WC-002,0.0,729,354,353,1,0,1,73.26,94.49,0.7753,99.9418,354,1.6,4,-51.44,2.69,463.8,404.5,0.8721,0.5557,0.9972,0.4833,15.57,32.21,59.3,283.0,1,idling_minor_stops,poor,performance_loss,114.6,4,59.3,0.0,5,92.8,11.9,16.2,no,0.0,7.3,42.1,0.0,0.0,9.8,no,preventive,26.7,4.9,20,17,69.4,semi_skilled,14.5,0.3,no,no,64.6,SUP-033,582.0,4.75,1.08,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9418,97.2928,375.2,1.063,80.9,32.6,,7.3,157.6,8400.03,12313.48,33.48,0.0,8.37,150,8895.0,1787.37,50.9,92.2533
MFG-LINE-PLT-004-03,PLT-004,WC-016,SHF-PLT-004-20230818-3,2023-08-18,3,477.0,PRD-2023-SKU-07819,industrial_machinery,WO-2023-71559,machining_cell,highly_automated,5,flexible,Seoul_KR,industrial,138.3,132.9,169.668,8.483,157.33,331.27,168.29,183.66,0.05,WC-004,174.8,93.66,WC-005,142.58,215,117,116,1,0,1,21.09,27.09,0.7785,99.8644,117,0.3,0,-45.58,3.65,477.0,341.7,0.7164,0.7584,0.9915,0.5386,17.84,33.13,135.3,37.3,1,setup_adjustment,average,availability_loss,8.9,1,135.3,0.0,8,59.6,16.9,30.8,yes,50.1,0.0,38.9,32.0,14.2,0.0,no,preventive,22.2,5.5,6,4,73.9,skilled,22.9,0.0,no,no,19.7,SUP-025,1356.0,4.5,1.0,1.05,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.8644,98.7844,529.9,4.568,124.3,31.6,,7.0,222.6,659.17,1269.79,55.39,0.0,13.85,100,13530.0,2719.85,62.8,72.4965
MFG-LINE-PLT-003-02,PLT-003,WC-020,SHF-PLT-003-20241210-3,2024-12-10,3,428.8,PRD-2024-SKU-06988,electronics_pcb,WO-2024-89037,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,66.594,7.991,57.49,195.32,70.26,79.78,0.12,WC-001,67.78,92.53,WC-001,0.0,702,317,316,1,0,1,53.92,98.63,0.5467,99.7131,317,5.0,10,-54.84,6.32,428.8,352.8,0.8227,0.5466,0.9968,0.4483,13.35,29.78,76.0,262.9,1,idling_minor_stops,poor,performance_loss,0.0,0,76.0,0.0,5,85.8,15.2,27.0,no,27.0,30.1,0.0,18.9,0.0,0.0,no,predictive,24.8,5.8,9,7,90.6,trainee,16.0,2.0,no,no,63.2,SUP-057,2869.0,4.26,0.92,1.03,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.7131,99.2425,334.3,1.058,76.5,34.2,,7.4,140.4,2214.51,2330.5,8.25,0.0,2.06,150,11400.0,2282.06,39.1,22.6591
MFG-LINE-PLT-005-05,PLT-005,WC-015,SHF-PLT-005-20200724-3,2020-07-24,3,426.8,PRD-2020-SKU-07508,automotive_body,WO-2020-04559,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,70.723,2.122,67.18,208.41,70.57,74.22,0.03,WC-002,71.01,91.28,WC-003,11.7,419,313,312,1,0,1,50.75,59.02,0.8599,99.99,313,0.5,1,-25.3,3.37,426.8,370.1,0.8671,0.8599,0.9968,0.7433,22.03,29.64,56.7,51.0,1,reduced_speed,good,performance_loss,0.0,0,56.7,0.0,1,426.8,56.7,56.7,yes,56.7,0.0,0.0,0.0,0.0,0.0,no,emergency,23.7,5.4,16,13,91.1,expert,15.1,0.0,no,no,65.7,SUP-152,69.0,5.31,1.27,1.41,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.99,98.246,1128.5,3.617,268.2,79.0,22.6,7.1,474.0,3850.55,6822.73,58.6,0.0,14.65,200,11340.0,2282.65,39.0,92.9971
MFG-LINE-PLT-009-02,PLT-009,WC-013,SHF-PLT-009-20220506-1,2022-05-06,1,478.2,PRD-2022-SKU-06942,automotive_body,WO-2022-21709,hybrid,highly_automated,3,parallel,Stuttgart_DE,automotive,40.5,33.0,37.764,1.888,32.38,102.92,37.57,40.88,0.05,WC-003,38.46,92.59,WC-001,0.0,869,697,696,1,0,1,95.28,109.09,0.8734,99.9829,697,0.6,1,-19.79,7.28,478.2,438.9,0.9178,0.8734,0.9986,0.8004,26.58,33.21,39.3,101.0,1,idling_minor_stops,good,performance_loss,0.0,0,39.3,0.0,4,119.6,9.8,15.7,no,0.0,0.0,10.8,6.2,6.6,15.7,no,corrective,14.2,5.8,15,12,64.0,skilled,14.5,0.0,no,no,16.1,SUP-016,171.0,5.08,1.19,1.3,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9829,97.8154,2815.3,4.045,497.4,180.1,56.3,6.8,1182.4,2150.28,2611.92,27.42,0.0,6.86,200,7860.0,1578.86,39.1,34.3016
MFG-LINE-PLT-003-02,PLT-003,WC-010,SHF-PLT-003-20201214-2,2020-12-14,2,461.8,PRD-2020-SKU-05221,electronics_pcb,WO-2020-08976,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,41.096,4.931,38.01,121.59,42.76,49.23,0.12,WC-001,37.75,83.5,WC-001,0.0,758,471,470,1,0,1,87.48,98.63,0.887,99.9332,471,0.1,0,-37.86,20.36,461.8,341.4,0.7393,0.8393,0.9979,0.6192,19.86,32.07,120.4,90.2,1,equipment_failure,average,availability_loss,18.3,2,120.4,0.0,5,92.4,24.1,57.8,yes,85.8,27.9,0.0,6.7,0.0,0.0,no,predictive,24.8,5.9,4,3,86.3,expert,1.5,0.0,no,no,36.5,SUP-095,668.0,4.71,1.07,1.1,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.9332,99.7253,229.4,0.488,56.3,26.5,,8.8,96.3,619.94,1315.06,15.86,0.0,3.96,150,18060.0,3615.96,49.5,20.0108
MFG-LINE-PLT-001-01,PLT-001,WC-030,SHF-PLT-001-20210705-3,2021-07-05,3,475.2,PRD-2021-SKU-02785,pharmaceutical,WO-2021-11044,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,24.763,0.743,22.24,69.55,24.68,25.99,0.03,WC-009,25.83,94.81,WC-001,0.0,1397,1057,1056,1,0,1,145.3,176.47,0.8234,99.99,1057,0.9,2,-24.34,8.89,475.2,475.2,1.0,0.7562,0.9991,0.7555,24.93,33.0,0.0,340.8,1,reduced_speed,good,performance_loss,38.7,1,0.0,0.0,0,475.2,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,corrective,26.8,3.6,20,15,67.3,expert,21.3,0.0,no,no,47.6,SUP-134,44.0,5.42,1.31,1.5,contamination,labelling,automated_vision,yes,no,no,no,99.99,99.0298,1581.9,1.498,274.9,168.5,,8.0,664.4,3491.92,8392.37,16.46,0.0,4.12,300,0.0,4.12,74.6,27.7296
MFG-LINE-PLT-002-02,PLT-002,WC-019,SHF-PLT-002-20220423-3,2022-04-23,3,424.5,PRD-2022-SKU-08916,electronics_pcb,WO-2022-91218,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,17.966,0.539,16.53,27.9,17.78,18.86,0.03,WC-002,18.39,93.04,WC-008,0.0,1987,996,995,1,0,1,200.19,281.25,0.7118,99.908,996,2.8,8,-49.87,12.79,424.5,424.5,1.0,0.5006,0.999,0.5001,14.74,29.48,0.0,993.6,1,reduced_speed,average,performance_loss,126.0,3,0.0,0.0,0,424.5,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,2.0,6.6,12,11,75.7,semi_skilled,5.4,0.0,no,yes,36.0,SUP-149,920.0,4.61,1.04,1.17,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.908,98.0098,1147.2,1.153,281.8,66.1,,7.1,481.8,4269.68,6361.04,12.71,0.0,3.18,150,0.0,3.18,38.6,23.4069
MFG-LINE-PLT-003-04,PLT-003,WC-005,SHF-PLT-003-20240503-2,2024-05-03,2,464.1,PRD-2024-SKU-04573,electronics_pcb,WO-2024-29134,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,35.697,1.785,32.01,86.94,36.24,38.64,0.05,WC-005,38.09,97.0,WC-008,0.0,1026,665,664,1,0,1,100.81,132.84,0.7589,99.9305,665,5.1,11,-35.19,85.84,464.1,395.8,0.8528,0.7588,0.9985,0.6462,20.83,32.23,68.3,211.4,1,idling_minor_stops,average,performance_loss,0.0,0,68.3,0.0,4,116.0,17.1,29.6,no,29.6,18.7,20.1,0.0,0.0,0.0,no,corrective,11.0,6.5,1,1,86.2,semi_skilled,4.3,0.0,no,no,88.6,SUP-101,695.0,4.7,1.07,1.09,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9305,98.7125,363.9,0.548,86.0,24.5,,8.6,152.8,430.94,621.08,14.23,0.0,3.56,150,10245.0,2052.56,28.6,15.8358
MFG-LINE-PLT-005-02,PLT-005,WC-010,SHF-PLT-005-20211025-3,2021-10-25,3,434.1,PRD-2021-SKU-04324,automotive_body,WO-2021-02449,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,84.518,6.761,80.19,157.8,85.77,95.67,0.08,WC-005,89.38,96.14,WC-006,8.73,548,275,274,1,0,1,42.56,75.79,0.5616,99.9595,275,1.9,6,-49.82,12.62,434.1,417.5,0.9618,0.5214,0.9964,0.4997,15.06,30.15,16.6,252.4,1,idling_minor_stops,poor,performance_loss,29.8,3,16.6,0.0,1,434.1,16.6,16.6,no,0.0,16.6,0.0,0.0,0.0,0.0,no,preventive,1.3,7.1,4,3,68.4,trainee,11.5,1.7,no,yes,57.6,SUP-130,405.0,4.85,1.12,1.17,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9595,98.669,828.6,3.024,206.8,85.0,16.6,7.6,348.0,720.46,654.68,15.36,0.0,3.84,200,3320.0,667.84,43.7,20.4348
MFG-LINE-PLT-005-01,PLT-005,WC-048,SHF-PLT-005-20220402-2,2022-04-02,2,461.0,PRD-2022-SKU-03969,automotive_body,WO-2022-04379,fabrication,semi_automated,4,transfer_line,Shenzhen_CN,automotive,33.7,34.4,37.181,4.462,32.44,111.32,37.6,44.54,0.12,WC-002,36.32,88.8,WC-003,0.0,803,645,644,1,0,1,96.69,104.65,0.9239,99.9678,645,1.9,4,-19.68,27.94,431.8,397.1,0.9196,0.9311,0.9984,0.855,25.64,29.99,34.7,47.7,1,setup_adjustment,world_class,availability_loss,26.1,2,34.7,29.2,2,230.5,17.4,17.9,no,0.0,0.0,16.8,17.9,0.0,0.0,yes,corrective,20.8,6.8,4,3,85.2,expert,14.0,0.0,no,no,39.2,SUP-092,322.0,4.91,1.14,1.26,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,yes,no,no,no,99.9678,99.5389,1640.9,2.548,307.6,197.6,32.8,8.0,689.2,860.13,1745.01,51.5,0.0,12.88,200,6940.0,1400.88,37.5,55.6252
MFG-LINE-PLT-005-04,PLT-005,WC-028,SHF-PLT-005-20240305-1,2024-03-05,1,455.7,PRD-2024-SKU-04595,automotive_body,WO-2024-71488,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,52.006,6.241,45.37,104.38,55.71,62.3,0.12,WC-004,54.39,95.08,WC-002,0.0,586,427,426,1,0,1,69.17,77.25,0.8954,99.9794,427,1.6,5,-27.13,6.23,455.7,370.4,0.8128,0.8954,0.9977,0.7261,22.98,31.64,85.3,49.9,1,setup_adjustment,good,availability_loss,0.0,0,85.3,0.0,5,91.1,17.1,38.6,yes,38.6,34.6,12.2,0.0,0.0,0.0,no,preventive,15.6,8.3,11,9,79.3,skilled,14.7,0.0,no,no,20.1,SUP-092,206.0,5.03,1.18,1.21,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9794,99.3328,1023.3,2.402,247.5,54.6,20.5,8.1,429.8,2144.61,3401.88,37.32,0.0,9.33,200,17060.0,3421.33,63.4,50.4275
MFG-LINE-PLT-005-03,PLT-005,WC-031,SHF-PLT-005-20240331-2,2024-03-31,2,479.2,PRD-2024-SKU-08666,automotive_body,WO-2024-21784,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,68.716,3.436,60.32,156.0,69.4,74.39,0.05,WC-002,69.64,92.13,WC-001,5.12,507,296,295,1,0,1,52.36,63.6,0.8233,99.9807,296,1.4,4,-41.62,2.05,479.2,379.5,0.7919,0.7359,0.9966,0.5808,19.33,33.27,99.7,106.2,1,idling_minor_stops,average,performance_loss,40.3,1,99.7,0.0,7,68.5,14.2,28.7,no,90.2,0.0,5.4,0.0,4.1,0.0,no,preventive,32.9,5.0,20,18,69.2,skilled,6.1,0.0,no,no,83.1,SUP-122,193.0,5.05,1.18,1.24,dimensional_out_of_spec,surface_finish,automated_vision,yes,yes,yes,no,99.9807,99.7292,803.3,2.723,195.3,103.6,16.1,7.8,337.4,2877.53,6344.92,42.7,0.0,10.68,200,19940.0,3998.68,57.2,74.1073
MFG-LINE-PLT-003-05,PLT-003,WC-005,SHF-PLT-003-20200303-2,2020-03-03,2,475.3,PRD-2020-SKU-09938,electronics_pcb,WO-2020-04249,fabrication,semi_automated,5,job_shop,Toyota_JP,electronics,39.9,39.1,43.59,5.231,37.17,101.87,43.9,52.22,0.12,WC-003,49.24,99.9,WC-004,0.0,728,576,575,1,0,1,82.49,92.07,0.8959,99.9278,576,2.1,6,-20.88,14.52,475.3,419.0,0.8815,0.8959,0.9983,0.7884,26.02,33.0,56.3,66.9,1,setup_adjustment,good,availability_loss,0.0,0,56.3,0.0,2,237.6,28.1,32.4,yes,32.4,23.9,0.0,0.0,0.0,0.0,no,emergency,2.5,6.2,6,5,71.9,multi_skilled,3.8,0.0,no,no,10.3,SUP-164,722.0,4.69,1.06,1.2,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,no,no,no,no,99.9278,98.139,698.0,1.214,128.4,44.5,,7.0,293.2,1380.45,2423.8,5.43,0.0,1.36,150,8445.0,1690.36,73.8,12.0555
MFG-LINE-PLT-006-02,PLT-006,WC-031,SHF-PLT-006-20240705-3,2024-07-05,3,467.3,PRD-2024-SKU-09506,food_beverage,WO-2024-18287,chemical_process,semi_automated,20,job_shop,Nagoya_JP,food_bev,6.4,6.6,7.791,0.935,7.25,17.99,7.83,9.33,0.12,WC-017,8.85,99.9,WC-015,0.0,4241,2808,2803,5,2,3,461.94,545.45,0.8469,99.8379,2810,0.4,0,-33.79,359.89,443.1,349.2,0.7881,0.8845,0.9982,0.6958,21.41,30.77,93.9,366.7,5,equipment_failure,average,availability_loss,8.7,1,93.9,24.2,3,155.8,31.3,42.7,yes,42.7,51.2,0.0,0.0,0.0,0.0,yes,corrective,15.5,5.5,2,1,71.3,expert,2.3,0.0,no,yes,89.1,SUP-135,1621.0,4.44,0.98,1.09,contamination,labelling,sampling_plan_ansi,yes,no,no,no,99.8379,97.9031,812.9,0.29,185.6,105.0,,8.6,341.4,424.4,379.64,9.26,18.52,6.95,80,7512.0,1527.87,58.4,9.5634
MFG-LINE-PLT-005-03,PLT-005,WC-004,SHF-PLT-005-20221109-1,2022-11-09,1,455.9,PRD-2022-SKU-03668,automotive_body,WO-2022-54348,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,63.849,3.192,55.64,83.21,63.46,69.12,0.05,WC-002,66.9,95.26,WC-001,0.25,483,291,290,1,0,1,56.37,63.6,0.8863,99.9888,291,0.8,1,-39.75,4.24,455.9,309.8,0.6795,0.8862,0.9966,0.6001,19.0,31.66,146.1,37.4,1,equipment_failure,average,availability_loss,0.0,0,146.1,0.0,7,65.1,20.9,62.2,yes,115.2,10.7,20.3,0.0,0.0,0.0,no,corrective,32.9,5.4,11,9,75.1,skilled,12.8,0.0,no,no,57.5,SUP-132,112.0,5.19,1.23,1.25,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9888,98.4041,862.5,2.974,169.3,111.2,17.2,7.6,362.2,4427.45,5124.55,17.07,0.0,4.27,200,29220.0,5848.27,66.7,50.0668
MFG-LINE-PLT-005-05,PLT-005,WC-018,SHF-PLT-005-20210221-1,2021-02-21,1,444.3,PRD-2021-SKU-01310,automotive_body,WO-2021-05414,continuous_process,lights_out,3,serial,Toyota_JP,automotive,59.9,61.0,68.433,2.053,60.89,124.39,68.54,71.82,0.03,WC-003,69.33,92.1,WC-001,9.41,437,297,296,1,0,1,52.45,59.02,0.8887,99.9894,297,0.6,2,-32.04,2.35,444.3,390.7,0.8794,0.7728,0.9966,0.6773,20.9,30.86,53.6,87.3,1,idling_minor_stops,average,performance_loss,51.0,3,53.6,0.0,3,148.1,17.9,31.8,yes,0.0,0.0,0.0,0.0,2.2,51.4,no,corrective,23.7,5.9,18,17,61.8,skilled,1.6,0.0,no,no,84.2,SUP-116,106.0,5.2,1.23,1.32,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9894,97.7726,795.4,2.687,145.8,94.3,15.9,7.9,334.1,7539.86,14498.38,53.83,0.0,13.46,200,10720.0,2157.46,54.0,128.4654
MFG-LINE-PLT-003-04,PLT-003,WC-048,SHF-PLT-003-20200614-2,2020-06-14,2,466.3,PRD-2020-SKU-06766,electronics_pcb,WO-2020-56528,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,30.065,1.503,25.65,72.88,30.33,32.54,0.05,WC-005,30.78,93.07,WC-001,0.0,1032,782,781,1,0,1,119.72,132.84,0.9012,99.9727,782,0.2,0,-24.22,11.17,466.3,412.2,0.884,0.8568,0.9987,0.7564,24.5,32.38,54.1,130.7,1,reduced_speed,good,performance_loss,20.3,1,54.1,0.0,5,93.3,10.8,22.2,no,0.0,15.3,0.0,5.3,11.3,22.2,no,preventive,11.0,5.4,10,9,61.3,expert,5.3,0.0,no,no,30.3,SUP-040,273.0,4.96,1.15,1.21,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9727,97.9851,667.0,0.854,139.7,49.8,,7.9,280.1,2871.11,2646.22,13.01,0.0,3.25,150,8115.0,1626.25,36.7,20.0911
MFG-LINE-PLT-004-07,PLT-004,WC-017,SHF-PLT-004-20241209-2,2024-12-09,2,450.4,PRD-2024-SKU-06232,industrial_machinery,WO-2024-63482,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,218.874,10.944,207.64,646.89,220.88,236.93,0.05,WC-005,225.44,93.64,WC-002,200.82,135,110,109,1,0,1,16.33,18.05,0.9047,99.9462,110,1.4,2,-18.52,14.52,450.4,436.5,0.9691,0.8375,0.9909,0.8043,25.16,31.28,13.9,21.3,1,reduced_speed,good,performance_loss,32.4,2,13.9,0.0,1,450.4,13.9,13.9,no,13.9,0.0,0.0,0.0,0.0,0.0,no,preventive,22.9,5.6,2,1,79.6,expert,1.5,0.0,no,no,70.9,SUP-060,538.0,4.77,1.09,1.21,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9462,97.4581,399.6,3.666,106.0,56.7,,7.6,167.8,166.75,171.28,30.2,0.0,7.55,100,1390.0,285.55,35.0,33.5783
MFG-LINE-PLT-005-02,PLT-005,WC-035,SHF-PLT-005-20201005-1,2020-10-05,1,440.7,PRD-2020-SKU-01449,automotive_body,WO-2020-49481,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,54.879,4.39,49.89,161.14,52.03,62.12,0.08,WC-004,56.59,93.75,WC-005,0.0,556,473,472,1,0,1,65.6,75.79,0.8655,99.9808,473,1.5,4,-14.93,7.14,440.7,432.6,0.9816,0.8655,0.9979,0.8478,25.95,30.61,8.1,73.5,1,idling_minor_stops,good,performance_loss,0.0,0,8.1,0.0,1,440.7,8.1,8.1,no,0.0,0.0,0.0,0.0,0.0,8.1,no,preventive,1.3,5.7,10,9,89.9,skilled,8.1,0.0,no,no,16.6,SUP-083,192.0,5.05,1.18,1.2,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.9808,98.5809,786.8,1.667,197.1,52.0,15.7,8.7,330.5,1208.28,1830.73,23.77,0.0,5.94,200,1620.0,329.94,57.6,30.2589
MFG-LINE-PLT-002-01,PLT-002,WC-027,SHF-PLT-002-20230605-2,2023-06-05,2,470.7,PRD-2023-SKU-07669,electronics_pcb,WO-2023-76498,batch_process,highly_automated,2,u_shaped,Detroit_US,electronics,43.4,38.1,41.001,2.05,36.98,104.74,40.9,44.38,0.05,WC-002,41.55,92.12,WC-001,0.0,740,567,566,1,0,1,87.8,94.49,0.9292,99.9696,567,0.6,1,-23.38,18.04,470.7,415.3,0.8823,0.867,0.9982,0.7636,24.96,32.68,55.4,87.0,1,idling_minor_stops,good,performance_loss,27.8,2,55.4,0.0,5,94.1,11.1,15.0,no,0.0,23.4,9.2,15.0,7.8,0.0,no,preventive,26.7,6.4,5,4,88.8,expert,9.8,0.0,no,yes,44.2,SUP-082,304.0,4.93,1.14,1.22,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9696,97.1601,361.1,0.638,72.9,43.8,,8.4,151.7,2017.91,3035.02,6.9,0.0,1.73,150,8310.0,1663.73,28.9,15.8396
MFG-LINE-PLT-005-03,PLT-005,WC-047,SHF-PLT-005-20200304-2,2020-03-04,2,449.3,PRD-2020-SKU-04784,automotive_body,WO-2020-89590,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,96.474,4.824,87.15,140.5,97.51,104.43,0.05,WC-001,96.83,91.24,WC-002,32.87,476,236,235,1,0,1,37.31,63.6,0.5866,99.9695,236,4.5,12,-50.42,2.62,449.3,392.7,0.874,0.567,0.9958,0.4934,15.39,31.2,56.6,180.2,1,idling_minor_stops,poor,performance_loss,13.2,1,56.6,0.0,4,112.3,14.1,17.9,no,0.0,42.3,14.3,0.0,0.0,0.0,no,preventive,32.9,5.7,14,12,72.7,trainee,11.8,0.0,no,no,70.6,SUP-139,305.0,4.93,1.14,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9695,97.5722,620.6,2.641,131.8,76.6,12.4,7.9,260.7,5303.76,5596.9,12.35,0.0,3.09,200,11320.0,2267.09,49.0,58.7883
MFG-LINE-PLT-008-02,PLT-008,WC-024,SHF-PLT-008-20241207-1,2024-12-07,1,442.8,PRD-2024-SKU-01524,medical_devices,WO-2024-63564,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,43.645,3.492,38.87,87.37,44.04,49.41,0.08,WC-001,45.06,93.86,WC-006,0.0,686,425,424,1,0,1,82.46,93.02,0.8865,99.9854,425,1.2,2,-38.05,57.46,442.8,442.8,1.0,0.6191,0.9976,0.6177,18.99,30.75,0.0,261.5,1,reduced_speed,average,performance_loss,133.5,4,0.0,0.0,0,442.8,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,predictive,8.4,5.1,2,1,64.3,skilled,1.1,0.0,no,yes,68.8,SUP-185,146.0,5.12,1.21,1.35,contamination,functional_failure,automated_vision,yes,no,no,no,99.9854,97.7037,353.2,0.833,78.3,38.3,,8.6,148.3,410.87,929.65,96.86,0.0,24.21,250,0.0,24.21,36.0,100.25
MFG-LINE-PLT-008-02,PLT-008,WC-026,SHF-PLT-008-20210320-1,2021-03-20,1,466.3,PRD-2021-SKU-08847,medical_devices,WO-2021-26281,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.589,3.887,45.2,96.37,50.19,55.0,0.08,WC-004,52.27,97.8,WC-002,0.0,722,529,528,1,0,1,74.03,93.02,0.7959,99.9821,529,0.6,1,-26.73,6.18,431.7,431.7,1.0,0.7905,0.9981,0.789,23.65,29.98,0.0,140.2,1,reduced_speed,good,performance_loss,37.5,1,0.0,34.6,0,466.3,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,preventive,8.4,7.3,12,11,80.8,semi_skilled,6.6,0.0,no,yes,46.9,SUP-112,179.0,5.07,1.19,1.23,contamination,functional_failure,automated_vision,no,no,no,no,99.9821,98.512,926.6,1.755,228.6,130.5,,7.1,389.2,1746.62,3987.66,14.14,0.0,3.54,250,0.0,3.54,73.8,25.0272
MFG-LINE-PLT-008-01,PLT-008,WC-039,SHF-PLT-008-20200715-2,2020-07-15,2,447.9,PRD-2020-SKU-06030,medical_devices,WO-2020-69073,packaging_line,semi_automated,3,parallel,Nagoya_JP,medical,138.1,113.9,130.646,15.677,121.1,205.87,123.64,156.51,0.12,WC-002,138.51,96.38,WC-001,99.04,235,162,161,1,0,1,27.52,31.61,0.8706,99.9787,162,1.9,7,-31.06,1.27,420.4,420.4,1.0,0.7315,0.9938,0.727,21.23,29.2,0.0,59.5,1,reduced_speed,good,performance_loss,94.8,3,0.0,27.5,0,447.9,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,yes,emergency,7.3,7.6,18,17,75.0,skilled,5.3,0.0,no,no,74.5,SUP-181,213.0,5.02,1.17,1.3,contamination,functional_failure,sampling_plan_ansi,yes,no,no,no,99.9787,97.5977,212.4,1.319,41.4,15.7,,7.8,89.2,6070.7,12424.61,16.05,0.0,4.01,250,0.0,4.01,72.5,131.0274
MFG-LINE-PLT-002-02,PLT-002,WC-045,SHF-PLT-002-20200613-3,2020-06-13,3,422.6,PRD-2020-SKU-04608,electronics_pcb,WO-2020-89093,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,18.3,0.549,17.32,29.44,18.14,19.21,0.03,WC-007,18.75,93.14,WC-010,0.0,1980,1330,1329,1,0,1,196.63,281.25,0.6991,99.9647,1330,6.9,21,-32.83,47.17,422.6,422.6,1.0,0.6714,0.9992,0.6709,19.69,29.35,0.0,650.9,1,idling_minor_stops,average,performance_loss,16.7,1,0.0,0.0,0,422.6,0.0,0.0,no,0.0,0.0,0.0,0.0,0.0,0.0,no,preventive,2.0,6.0,5,4,70.0,semi_skilled,4.3,0.0,no,no,68.4,SUP-142,353.0,4.89,1.13,1.18,functional_failure,dimensional_out_of_spec,automated_vision,yes,yes,yes,no,99.9647,97.3724,313.6,0.236,86.7,20.2,,9.4,131.7,1353.6,3134.98,10.6,0.0,2.65,150,0.0,2.65,53.7,13.9854
MFG-LINE-PLT-006-01,PLT-006,WC-016,SHF-PLT-006-20230915-2,2023-09-15,2,443.1,PRD-2023-SKU-08237,food_beverage,WO-2023-34036,discrete_manufacturing,semi_automated,12,parallel,Milan_IT,food_bev,25.7,24.6,27.596,3.312,23.71,72.59,28.89,33.06,0.12,WC-007,29.37,96.76,WC-001,0.0,1078,833,831,2,1,1,130.36,146.34,0.8908,99.8233,834,0.7,1,-22.73,22.51,443.1,383.4,0.8653,0.8908,0.9976,0.7689,23.66,30.77,59.7,102.1,2,setup_adjustment,good,availability_loss,0.0,0,59.7,0.0,5,88.6,11.9,16.0,no,27.1,11.5,13.8,0.0,7.3,0.0,no,predictive,33.4,4.3,6,5,68.0,expert,5.1,0.0,no,no,25.1,SUP-174,1767.0,4.42,0.97,1.07,contamination,labelling,sampling_plan_ansi,yes,yes,no,no,99.8233,96.8354,452.9,0.545,100.8,48.2,,7.3,190.2,1148.25,1636.07,6.04,6.04,1.51,80,4776.0,962.75,73.4,9.4051
MFG-LINE-PLT-005-02,PLT-005,WC-013,SHF-PLT-005-20220514-3,2022-05-14,3,460.4,PRD-2022-SKU-02504,automotive_body,WO-2022-12254,machining_cell,cobotic,6,job_shop,Munich_DE,automotive,53.5,47.5,67.502,5.4,59.73,96.16,67.13,76.41,0.08,WC-003,68.94,92.84,WC-005,0.0,580,356,355,1,0,1,53.2,75.79,0.7019,99.7774,356,2.8,8,-38.62,4.21,416.4,373.7,0.8974,0.7542,0.9972,0.675,19.52,28.91,42.7,116.0,1,reduced_speed,average,performance_loss,16.2,1,42.7,44.0,1,460.4,42.7,42.7,yes,42.7,0.0,0.0,0.0,0.0,0.0,yes,preventive,1.3,6.5,14,11,78.0,semi_skilled,17.9,0.0,no,no,14.9,SUP-012,2226.0,4.34,0.95,1.03,dimensional_out_of_spec,surface_finish,automated_vision,yes,no,no,no,99.7774,98.9257,374.2,1.054,89.9,52.1,7.5,9.2,157.2,2901.56,2331.75,22.3,0.0,5.58,200,8540.0,1713.58,56.3,37.1045
MFG-LINE-PLT-004-07,PLT-004,WC-003,SHF-PLT-004-20240114-2,2024-01-14,2,424.6,PRD-2024-SKU-03004,industrial_machinery,WO-2024-40809,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,265.15,13.257,236.67,391.92,262.03,287.02,0.05,WC-001,275.23,94.36,WC-003,247.1,127,19,18,1,0,1,13.17,18.05,0.7296,99.8231,19,1.2,4,-85.04,1.27,424.6,110.8,0.261,0.5698,0.9474,0.1409,4.15,29.49,313.8,14.3,1,setup_adjustment,poor,availability_loss,24.3,1,313.8,0.0,9,47.2,34.9,147.7,yes,195.2,28.2,6.9,5.9,5.3,72.3,no,emergency,22.9,5.6,3,2,68.8,semi_skilled,8.5,0.0,no,no,83.3,SUP-015,1769.0,4.42,0.97,1.0,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8231,97.2715,60.1,3.337,16.8,6.0,,7.8,25.2,400.2,963.31,44.54,0.0,11.13,100,31380.0,6287.13,74.9,122.765
MFG-LINE-PLT-003-04,PLT-003,WC-011,SHF-PLT-003-20240501-1,2024-05-01,1,454.5,PRD-2024-SKU-01515,electronics_pcb,WO-2024-40684,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,28.123,1.406,25.31,36.69,27.91,30.44,0.05,WC-003,28.79,93.08,WC-002,0.0,1005,734,733,1,0,1,127.89,132.84,0.9627,99.9767,734,0.2,0,-26.97,6.91,419.7,348.8,0.8311,0.9505,0.9986,0.7889,22.99,29.14,70.9,38.2,1,setup_adjustment,good,availability_loss,39.2,1,70.9,34.8,2,227.2,35.5,44.1,yes,44.1,26.9,0.0,0.0,0.0,0.0,yes,corrective,11.0,6.5,15,14,62.3,expert,2.2,0.0,no,no,36.4,SUP-182,233.0,5.0,1.17,1.32,functional_failure,dimensional_out_of_spec,automated_vision,yes,no,no,no,99.9767,98.1487,716.9,0.978,136.5,59.2,,7.6,301.1,2768.58,3276.61,7.1,0.0,1.77,150,10635.0,2128.77,57.4,15.3569
MFG-LINE-PLT-010-01,PLT-010,WC-037,SHF-PLT-010-20240206-1,2024-02-06,1,449.9,PRD-2024-SKU-02877,industrial_machinery,WO-2024-57953,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,296.086,23.687,276.74,730.33,284.57,335.17,0.08,WC-002,334.05,99.9,WC-004,283.22,96,69,68,1,0,1,12.04,12.87,0.9355,99.9354,69,0.6,2,-28.12,0.91,449.9,388.1,0.8626,0.8289,0.9855,0.7047,22.01,31.24,61.8,14.2,1,reduced_speed,good,performance_loss,44.3,1,61.8,0.0,5,90.0,12.4,22.0,no,9.6,0.0,9.1,21.1,0.0,22.0,no,preventive,19.7,5.4,11,10,64.3,expert,6.7,0.0,no,no,12.9,SUP-192,646.0,4.72,1.07,1.23,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.9354,97.3999,169.7,2.496,30.6,18.2,,8.3,71.3,2307.14,3901.35,64.62,0.0,16.16,100,6180.0,1252.16,42.8,156.8716
MFG-LINE-PLT-001-01,PLT-001,WC-033,SHF-PLT-001-20200127-3,2020-01-27,3,422.8,PRD-2020-SKU-04891,pharmaceutical,WO-2020-10442,batch_process,lights_out,10,transfer_line,Chennai_IN,pharma,25.4,20.4,30.052,0.902,26.69,68.7,30.48,31.54,0.03,WC-002,30.52,92.33,WC-010,0.0,1243,533,532,1,0,1,119.62,176.47,0.6778,99.99,533,0.4,1,-57.12,8.39,422.8,292.7,0.6923,0.6191,0.9981,0.4278,12.56,29.36,130.1,327.9,1,idling_minor_stops,poor,performance_loss,25.4,1,130.1,0.0,5,84.6,26.0,62.3,yes,62.3,0.0,14.4,10.8,9.8,32.8,no,emergency,26.8,3.1,10,9,77.5,semi_skilled,9.8,0.0,no,no,34.7,SUP-051,67.0,5.32,1.27,1.36,contamination,labelling,automated_vision,yes,no,no,no,99.99,98.4241,828.9,1.558,230.0,122.4,,7.9,348.1,3871.16,6903.06,16.63,0.0,4.16,300,39030.0,7810.16,70.0,36.9136
MFG-LINE-PLT-008-02,PLT-008,WC-027,SHF-PLT-008-20241114-3,2024-11-14,3,428.5,PRD-2024-SKU-03668,medical_devices,WO-2024-49491,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,48.208,3.857,42.77,117.43,47.38,54.57,0.08,WC-002,49.34,93.05,WC-006,0.0,664,504,503,1,0,1,74.59,93.02,0.8019,99.9845,504,0.3,1,-24.1,5.42,428.5,405.4,0.9461,0.8019,0.998,0.7571,22.53,29.76,23.1,124.5,1,reduced_speed,good,performance_loss,0.0,0,23.1,0.0,2,214.3,11.5,17.3,no,0.0,17.3,0.0,5.7,0.0,0.0,no,preventive,8.4,7.4,16,13,79.9,skilled,14.0,0.0,no,no,84.1,SUP-040,155.0,5.11,1.2,1.24,contamination,functional_failure,automated_vision,yes,no,no,no,99.9845,99.7844,544.7,1.083,134.2,52.8,,8.2,228.8,4910.42,8469.93,7.93,0.0,1.98,250,5775.0,1156.98,36.6,34.5469
MFG-LINE-PLT-003-01,PLT-003,WC-026,SHF-PLT-003-20240708-1,2024-07-08,1,464.5,PRD-2024-SKU-04109,electronics_pcb,WO-2024-91897,batch_process,highly_automated,12,flexible,Stuttgart_DE,electronics,21.2,20.5,23.32,1.166,20.3,68.35,23.54,25.24,0.05,WC-001,24.24,94.5,WC-009,0.0,1358,857,856,1,0,1,154.28,175.61,0.8785,99.9443,857,0.6,1,-36.89,5.82,464.5,345.7,0.7442,0.847,0.9988,0.6296,20.31,32.26,118.8,154.8,1,equipment_failure,average,availability_loss,12.4,1,118.8,0.0,5,92.9,23.8,58.6,yes,78.4,26.2,0.0,14.2,0.0,0.0,no,preventive,24.0,6.5,22,19,81.0,skilled,12.8,0.0,no,yes,67.1,SUP-148,557.0,4.76,1.09,1.19,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9443,99.8764,199.4,0.233,44.2,21.2,,9.4,83.7,3444.19,6276.56,10.02,0.0,2.5,150,17820.0,3566.5,33.2,21.3877
MFG-LINE-PLT-004-07,PLT-004,WC-019,SHF-PLT-004-20230617-3,2023-06-17,3,453.1,PRD-2023-SKU-04236,industrial_machinery,WO-2023-53435,batch_process,highly_automated,5,flexible,Stuttgart_DE,industrial,224.4,199.4,288.007,14.4,259.25,670.99,284.66,311.77,0.05,WC-002,288.85,91.18,WC-005,269.96,136,70,69,1,0,1,12.44,18.05,0.6892,99.8135,70,1.9,7,-48.53,0.7,453.1,374.7,0.827,0.6208,0.9857,0.5061,15.92,31.47,78.4,42.8,1,idling_minor_stops,average,performance_loss,37.0,2,78.4,0.0,7,64.7,11.2,24.8,no,0.0,17.5,29.8,0.0,6.4,24.8,no,corrective,22.9,5.0,14,13,93.1,semi_skilled,5.0,0.0,no,no,74.2,SUP-018,1865.0,4.4,0.97,1.11,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.8135,97.4398,267.4,3.875,65.2,26.2,,7.4,112.3,3200.43,5178.42,22.63,0.0,5.66,100,7840.0,1573.66,52.3,144.3906
MFG-LINE-PLT-008-02,PLT-008,WC-043,SHF-PLT-008-20220921-1,2022-09-21,1,465.7,PRD-2022-SKU-02548,medical_devices,WO-2022-61133,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,40.768,3.261,36.72,107.31,39.02,46.15,0.08,WC-004,43.79,97.65,WC-002,0.0,721,648,647,1,0,1,88.2,93.02,0.9482,99.99,648,0.2,0,-10.12,20.84,465.7,440.8,0.9465,0.9482,0.9985,0.8961,28.98,32.34,24.9,35.4,1,setup_adjustment,world_class,availability_loss,0.0,0,24.9,0.0,3,155.2,8.3,12.5,no,0.0,12.5,0.0,6.7,5.7,0.0,no,corrective,8.4,6.7,5,4,79.4,expert,13.2,0.0,no,no,36.9,SUP-058,43.0,5.43,1.31,1.47,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,97.0825,1104.4,1.707,238.3,112.6,,7.2,463.8,1432.7,2764.65,21.38,0.0,5.34,250,6225.0,1250.34,65.7,27.9004
MFG-LINE-PLT-005-04,PLT-005,WC-023,SHF-PLT-005-20240320-3,2024-03-20,3,437.3,PRD-2024-SKU-05291,automotive_body,WO-2024-91900,packaging_line,semi_automated,4,serial,Seoul_KR,automotive,51.5,46.6,54.093,6.491,50.76,154.16,58.82,64.8,0.12,WC-004,53.22,89.45,WC-001,0.0,562,298,297,1,0,1,66.51,77.25,0.861,99.9776,298,0.1,0,-46.98,40.75,437.3,372.5,0.8518,0.6214,0.9966,0.5275,16.02,30.37,64.8,181.6,1,idling_minor_stops,average,performance_loss,103.6,4,64.8,0.0,3,145.8,21.6,32.4,yes,49.6,0.0,0.0,15.2,0.0,0.0,no,emergency,15.6,6.7,2,1,80.5,expert,1.3,0.0,no,no,52.2,SUP-181,224.0,5.01,1.17,1.24,dimensional_out_of_spec,surface_finish,sampling_plan_ansi,no,no,no,no,99.9776,98.2143,733.9,2.471,159.8,67.6,14.7,8.0,308.2,168.61,421.29,30.49,0.0,7.62,200,12960.0,2599.62,63.8,32.5789
MFG-LINE-PLT-010-01,PLT-010,WC-019,SHF-PLT-010-20220326-3,2022-03-26,3,436.7,PRD-2022-SKU-03062,industrial_machinery,WO-2022-43314,machining_cell,cobotic,4,flexible,Birmingham_UK,industrial,267.8,279.7,346.25,27.7,308.86,740.02,348.12,391.95,0.08,WC-003,375.49,98.59,WC-004,333.38,93,69,68,1,0,1,10.31,12.87,0.8011,99.8494,69,1.4,5,-25.81,9.34,436.7,432.6,0.9906,0.7435,0.9855,0.7258,22.01,30.33,4.1,23.8,1,idling_minor_stops,good,performance_loss,31.1,1,4.1,0.0,1,436.7,4.1,4.1,no,0.0,4.1,0.0,0.0,0.0,0.0,no,corrective,19.7,5.5,1,1,88.9,skilled,4.5,0.0,no,yes,17.0,SUP-007,1506.0,4.47,0.99,1.07,dimensional_out_of_spec,assembly_error,automated_vision,no,no,no,no,99.8494,97.0018,204.9,3.013,37.3,22.1,,8.0,86.1,441.67,422.6,106.77,0.0,26.69,100,410.0,108.69,72.6,121.05
MFG-LINE-PLT-004-06,PLT-004,WC-011,SHF-PLT-004-20200723-2,2020-07-23,2,479.7,PRD-2020-SKU-07371,industrial_machinery,WO-2020-12285,chemical_process,semi_automated,3,job_shop,Detroit_US,industrial,126.5,112.6,190.992,22.919,165.91,359.79,192.92,228.81,0.12,WC-002,219.7,99.9,WC-003,159.02,253,145,143,2,0,2,18.83,31.97,0.589,99.2129,145,2.0,5,-42.69,2.56,479.7,462.0,0.9631,0.589,0.9862,0.5594,18.64,33.31,17.7,101.2,2,reduced_speed,average,performance_loss,0.0,0,17.7,0.0,1,479.7,17.7,17.7,no,0.0,0.0,0.0,17.7,0.0,0.0,no,corrective,6.6,5.8,8,7,70.6,trainee,1.8,0.9,no,no,21.1,SUP-152,7871.0,3.91,0.8,0.91,dimensional_out_of_spec,assembly_error,sampling_plan_ansi,no,no,no,no,99.2129,98.4441,276.8,1.936,51.4,24.5,,8.7,116.3,3342.35,6057.97,28.18,0.0,14.09,100,1770.0,368.09,54.2,94.3106
MFG-LINE-PLT-003-04,PLT-003,WC-026,SHF-PLT-003-20210818-1,2021-08-18,1,468.8,PRD-2021-SKU-09608,electronics_pcb,WO-2021-51586,discrete_manufacturing,highly_automated,8,serial,Seoul_KR,electronics,30.3,27.1,34.319,1.716,29.88,102.19,34.79,37.15,0.05,WC-006,35.3,93.52,WC-003,0.0,1037,673,672,1,0,1,104.77,132.84,0.7887,99.9413,673,4.1,13,-35.1,43.01,468.8,406.1,0.8662,0.7486,0.9985,0.6475,21.08,32.55,62.7,226.0,1,idling_minor_stops,average,performance_loss,20.6,2,62.7,0.0,4,117.2,15.7,31.0,yes,45.4,0.0,10.2,0.0,7.0,0.0,no,predictive,11.0,6.6,3,2,73.8,semi_skilled,4.3,0.0,no,yes,41.2,SUP-155,587.0,4.75,1.08,1.2,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9413,99.0831,1023.5,1.523,172.0,142.6,,6.2,429.9,554.11,1376.84,8.73,0.0,2.18,150,9405.0,1883.18,31.7,11.6164
MFG-LINE-PLT-004-01,PLT-004,WC-041,SHF-PLT-004-20200421-3,2020-04-21,3,448.4,PRD-2020-SKU-03456,industrial_machinery,WO-2020-02008,packaging_line,highly_automated,10,parallel,Shenzhen_CN,industrial,224.5,209.4,268.406,13.42,246.1,781.8,267.45,290.55,0.05,WC-003,282.71,95.75,WC-004,251.22,128,94,93,1,0,1,13.4,17.19,0.7795,99.9232,94,4.7,15,-26.56,0.73,407.8,380.3,0.9326,0.8627,0.9894,0.7959,22.54,28.32,27.5,15.0,1,reduced_speed,good,performance_loss,0.0,0,27.5,40.6,2,224.2,13.8,15.3,no,0.0,0.0,12.2,0.0,0.0,15.3,yes,corrective,28.6,5.5,21,17,70.9,skilled,14.3,0.0,no,no,36.6,SUP-060,768.0,4.67,1.06,1.12,dimensional_out_of_spec,assembly_error,automated_vision,yes,yes,yes,no,99.9232,99.135,218.9,2.354,45.9,17.4,,8.4,91.9,7277.36,16819.25,48.09,0.0,12.02,100,2750.0,562.02,38.1,307.7104
MFG-LINE-PLT-008-02,PLT-008,WC-002,SHF-PLT-008-20240817-2,2024-08-17,2,472.1,PRD-2024-SKU-08533,medical_devices,WO-2024-72129,batch_process,cobotic,6,parallel,Stuttgart_DE,medical,36.9,38.7,45.553,3.644,40.77,91.02,45.31,51.57,0.08,WC-006,48.18,96.15,WC-004,0.0,731,407,406,1,0,1,78.96,93.02,0.8488,99.99,407,1.9,5,-44.32,3.44,472.1,404.0,0.8557,0.6498,0.9975,0.5547,18.18,32.78,68.1,219.3,1,reduced_speed,average,performance_loss,94.7,3,68.1,0.0,4,118.0,17.0,24.3,no,24.3,16.1,0.0,0.0,7.2,20.5,no,preventive,8.4,5.9,18,15,75.4,skilled,11.9,0.0,no,no,17.5,SUP-093,64.0,5.33,1.28,1.42,contamination,functional_failure,automated_vision,yes,no,no,no,99.99,99.9046,695.5,1.713,162.7,40.7,,7.1,292.1,2456.86,4588.71,8.04,0.0,2.01,250,17025.0,3407.01,30.4,25.4134
MFG-LINE-PLT-007-01,PLT-007,WC-036,SHF-PLT-007-20220412-1,2022-04-12,1,478.2,PRD-2022-SKU-07146,industrial_machinery,WO-2022-73945,hybrid,lights_out,15,u_shaped,Milan_IT,industrial,177.7,170.1,190.443,5.713,170.79,411.56,188.38,199.87,0.03,WC-004,194.32,92.76,WC-008,169.28,168,128,127,1,0,1,18.78,21.16,0.8875,99.9618,128,0.1,0,-23.81,1.06,478.2,453.6,0.9486,0.7999,0.9922,0.7528,25.0,33.21,24.6,32.0,1,idling_minor_stops,good,performance_loss,44.7,4,24.6,0.0,1,478.2,24.6,24.6,no,0.0,0.0,24.6,0.0,0.0,0.0,no,preventive,27.1,6.6,18,15,81.9,skilled,11.3,0.1,no,no,73.7,SUP-046,382.0,4.87,1.12,1.22,dimensional_out_of_spec,assembly_error,automated_vision,yes,no,no,no,99.9618,98.0414,276.5,2.177,60.6,38.4,,8.5,116.1,2153.13,3705.88,39.46,0.0,9.87,100,2460.0,501.87,50.7,85.9046
MFG-LINE-PLT-005-03,PLT-005,WC-049,SHF-PLT-005-20240403-2,2024-04-03,2,429.7,PRD-2024-SKU-01239,automotive_body,WO-2024-03593,chemical_process,highly_automated,2,serial,Chicago_US,automotive,62.1,56.6,63.693,3.185,59.76,167.92,64.05,68.95,0.05,WC-001,63.76,91.01,WC-002,0.09,455,359,358,1,0,1,56.52,63.6,0.8887,99.9687,359,0.9,2,-21.1,49.99,411.0,362.4,0.8818,0.9344,0.9972,0.8217,23.45,28.54,48.6,25.2,1,equipment_failure,good,availability_loss,0.0,0,48.6,18.7,3,143.2,16.2,29.9,no,29.9,13.6,5.1,0.0,0.0,0.0,yes,corrective,32.9,5.3,2,1,86.4,multi_skilled,12.4,0.0,no,no,63.0,SUP-123,313.0,4.92,1.14,1.28,dimensional_out_of_spec,surface_finish,automated_vision,no,no,no,no,99.9687,97.5843,828.8,2.315,188.9,55.1,16.6,8.1,348.1,271.73,606.71,83.65,0.0,20.91,200,9720.0,1964.91,43.1,86.3374
MFG-LINE-PLT-002-02,PLT-002,WC-048,SHF-PLT-002-20210924-1,2021-09-24,1,429.5,PRD-2021-SKU-02423,electronics_pcb,WO-2021-55689,hybrid,lights_out,10,flexible,Stuttgart_DE,electronics,14.0,12.8,13.031,0.391,12.29,29.6,12.79,13.68,0.03,WC-010,13.32,92.94,WC-003,0.0,2012,1283,1282,1,0,1,276.24,281.25,0.9822,99.9862,1283,0.3,0,-36.23,179.11,429.5,412.2,0.9597,0.6641,0.9992,0.6368,18.99,29.82,17.3,649.0,1,reduced_speed,average,performance_loss,133.5,4,17.3,0.0,1,429.5,17.3,17.3,no,0.0,0.0,17.3,0.0,0.0,0.0,no,preventive,2.0,7.3,2,1,65.6,expert,1.3,0.0,no,no,86.9,SUP-046,138.0,5.14,1.21,1.26,functional_failure,dimensional_out_of_spec,automated_vision,no,no,no,no,99.9862,98.5256,1392.3,1.086,255.3,198.7,,7.3,584.8,398.24,869.15,10.0,0.0,2.5,150,2595.0,521.5,51.8,10.9964
MFG-LINE-PLT-003-02,PLT-003,WC-022,SHF-PLT-003-20230221-1,2023-02-21,1,432.0,PRD-2023-SKU-01507,electronics_pcb,WO-2023-66714,packaging_line,semi_automated,1,transfer_line,Chicago_US,electronics,42.0,36.5,47.088,5.651,40.46,121.64,48.28,56.41,0.12,WC-001,45.33,87.52,WC-001,0.0,709,353,352,1,0,1,76.43,98.63,0.7749,99.8741,353,1.0,2,-50.21,3.49,432.0,277.1,0.6415,0.7749,0.9972,0.4957,14.87,30.0,154.9,102.5,1,equipment_failure,poor,availability_loss,0.0,0,154.9,0.0,9,48.0,17.2,34.5,yes,10.4,47.4,66.2,31.0,0.0,0.0,no,predictive,24.8,5.7,17,14,66.7,semi_skilled,13.1,0.0,no,yes,29.3,SUP-074,1259.0,4.52,1.01,1.08,functional_failure,dimensional_out_of_spec,sampling_plan_ansi,yes,no,no,no,99.8741,98.0382,309.1,0.878,60.6,26.8,,7.8,129.8,4200.47,6549.45,18.8,0.0,4.7,150,23235.0,4651.7,53.5,49.393