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Datasets:
Shoriful025
/
aerospace_turbine_telemetry_logs

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csv
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< 1K
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engine_id
stringlengths
7
7
cycle_count
int64
1
250
exhaust_gas_temp_c
float64
608
685
fan_speed_rpm
int64
2.38k
2.43k
oil_pressure_psi
float64
34.2
45.6
vibration_mm_s
float64
0.01
0.35
fuel_flow_pph
float64
2.49k
2.63k
bypass_ratio
float64
5.8
6.5
failure_probability
float64
0
0.95
maintenance_label
stringclasses
4 values
ENG_101
1
610.5
2,385
45.2
0.02
2,500.4
6.4
0.001
Normal
ENG_101
50
615.2
2,388
44.8
0.03
2,505.1
6.4
0.002
Normal
ENG_101
100
625.8
2,392
44.2
0.05
2,515.8
6.3
0.015
Normal
ENG_101
150
645.1
2,405
42.5
0.12
2,540.2
6.2
0.12
Warning
ENG_101
185
685.4
2,420
38.1
0.25
2,600.5
6
0.85
Urgent
ENG_202
1
608.1
2,380
45.5
0.01
2,495.2
6.5
0.001
Normal
ENG_202
75
612.4
2,384
45.1
0.02
2,501.8
6.5
0.005
Normal
ENG_202
150
620.9
2,389
44.5
0.04
2,510.4
6.4
0.02
Normal
ENG_303
1
611.2
2,387
45
0.02
2,502.1
6.4
0.001
Normal
ENG_303
120
638.5
2,400
41.2
0.18
2,560.8
6.1
0.45
Warning
ENG_303
142
672.1
2,415
35.4
0.32
2,615.4
5.9
0.92
Critical
ENG_404
1
609.5
2,382
45.3
0.01
2,498.5
6.5
0.001
Normal
ENG_404
100
614.8
2,386
44.9
0.03
2,508.2
6.4
0.008
Normal
ENG_404
200
628.4
2,395
43.2
0.08
2,530.1
6.3
0.08
Normal
ENG_404
250
655.2
2,410
40.5
0.15
2,580.4
6.1
0.55
Warning
ENG_505
1
612
2,388
45.1
0.02
2,503.2
6.4
0.001
Normal
ENG_505
50
618.5
2,392
44.5
0.04
2,512.5
6.4
0.012
Normal
ENG_606
1
607.8
2,379
45.6
0.01
2,492.1
6.5
0.001
Normal
ENG_606
180
665.4
2,412
36.8
0.28
2,605.2
6
0.88
Urgent
ENG_707
1
610.2
2,384
45.2
0.02
2,499.8
6.4
0.001
Normal
ENG_707
90
622.1
2,390
43.8
0.06
2,522.4
6.3
0.045
Normal
ENG_808
1
609.1
2,381
45.4
0.01
2,497.1
6.5
0.001
Normal
ENG_808
210
682.5
2,425
34.2
0.35
2,630.8
5.8
0.95
Critical
ENG_909
1
611.5
2,386
45.1
0.02
2,501.5
6.4
0.001
Normal
ENG_909
60
619.2
2,391
44.6
0.05
2,514.2
6.4
0.018
Normal
ENG_110
1
610.8
2,385
45.2
0.02
2,500.9
6.4
0.001
Normal
ENG_111
1
608.5
2,380
45.5
0.01
2,494.5
6.5
0.001
Normal
ENG_111
130
642.8
2,402
40.5
0.14
2,555.2
6.2
0.32
Warning
ENG_112
1
611.9
2,389
45
0.02
2,504.1
6.4
0.001
Normal
ENG_112
85
620.4
2,388
44.2
0.04
2,518.5
6.3
0.022
Normal
ENG_113
1
610.1
2,383
45.3
0.01
2,499.2
6.5
0.001
Normal

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