| sensor_id,material_composition,applied_stress_mpa,elastic_modulus_gpa,piezoelectric_voltage_mv,micro_crack_index,Data_Signal_integrity_pct,Carrier_wave_amplitude,structural_fatigue_level,failure_prediction_score | |
| FOSS-501,CFRP_Grade_A,150.2,72.4,45.1,0.012,99.8,1.42,Low,0.02 | |
| FOSS-501,CFRP_Grade_A,180.5,72.1,54.2,0.015,99.7,1.41,Low,0.03 | |
| FOSS-502,Al_Li_Alloy,120.4,79.5,0.0,0.005,99.9,1.55,Low,0.01 | |
| FOSS-502,Al_Li_Alloy,250.8,78.2,0.0,0.045,98.2,1.48,Moderate,0.15 | |
| FOSS-503,Graphene_Inlay,80.1,105.4,112.4,0.002,99.9,1.62,Low,0.01 | |
| FOSS-503,Graphene_Inlay,350.6,102.8,485.6,0.088,95.4,1.35,High,0.72 | |
| FOSS-504,CFRP_Grade_B,145.2,68.4,42.5,0.018,99.6,1.40,Low,0.04 | |
| FOSS-504,CFRP_Grade_B,210.8,66.5,62.8,0.055,97.1,1.32,Moderate,0.28 | |
| FOSS-505,Titanium_G5,300.2,114.5,0.0,0.008,99.9,1.58,Low,0.02 | |
| FOSS-505,Titanium_G5,650.4,112.1,0.0,0.112,94.2,1.25,Critical,0.89 | |
| FOSS-501,CFRP_Grade_A,220.7,71.8,68.4,0.028,99.2,1.38,Moderate,0.12 | |
| FOSS-506,Hybrid_Bio,45.2,12.5,15.2,0.005,99.8,1.45,Low,0.05 | |
| FOSS-506,Hybrid_Bio,95.8,11.2,32.4,0.065,92.5,1.18,High,0.65 | |
| FOSS-507,Boron_Fiber,200.4,240.2,0.0,0.002,99.9,1.65,Low,0.01 | |
| FOSS-507,Boron_Fiber,500.9,235.5,0.0,0.042,98.5,1.52,Moderate,0.18 | |
| FOSS-503,Graphene_Inlay,400.2,101.5,550.8,0.125,91.8,1.20,Critical,0.94 | |
| FOSS-508,SiC_Ceramic,100.5,410.2,0.0,0.001,99.9,1.68,Low,0.01 | |
| FOSS-508,SiC_Ceramic,280.4,405.8,0.0,0.012,99.6,1.64,Low,0.05 | |
| FOSS-501,CFRP_Grade_A,250.3,71.2,78.5,0.042,98.5,1.34,Moderate,0.22 | |
| FOSS-504,CFRP_Grade_B,180.1,67.8,51.2,0.035,98.8,1.36,Moderate,0.16 | |
| FOSS-502,Al_Li_Alloy,310.5,77.4,0.0,0.078,96.4,1.42,High,0.45 | |
| FOSS-509,Kevlar_49,90.4,131.2,0.0,0.015,99.7,1.48,Low,0.04 | |
| FOSS-509,Kevlar_49,160.8,128.5,0.0,0.058,97.5,1.40,Moderate,0.25 | |
| FOSS-505,Titanium_G5,450.7,113.4,0.0,0.032,99.1,1.52,Moderate,0.10 | |
| FOSS-507,Boron_Fiber,700.1,230.8,0.0,0.095,95.1,1.42,High,0.58 | |
| FOSS-506,Hybrid_Bio,72.4,11.8,24.8,0.032,96.8,1.32,Moderate,0.32 | |
| FOSS-510,Shape_Memory,110.2,45.5,88.4,0.008,99.9,1.55,Low,0.02 | |
| FOSS-510,Shape_Memory,240.6,42.1,192.5,0.042,98.2,1.45,Moderate,0.21 | |
| FOSS-501,CFRP_Grade_A,100.4,72.6,30.5,0.005,99.9,1.45,Low,0.01 | |
| FOSS-504,CFRP_Grade_B,120.2,68.8,35.1,0.010,99.8,1.43,Low,0.02 | |
| FOSS-508,SiC_Ceramic,420.5,400.2,0.0,0.045,98.9,1.58,Moderate,0.12 |