sensor_id
stringclasses 10
values | material_composition
stringclasses 10
values | applied_stress_mpa
float64 45.2
700
| elastic_modulus_gpa
float64 11.2
410
| piezoelectric_voltage_mv
float64 0
551
| micro_crack_index
float64 0
0.13
| Data_Signal_integrity_pct
float64 91.8
99.9
| Carrier_wave_amplitude
float64 1.18
1.68
| structural_fatigue_level
stringclasses 4
values | failure_prediction_score
float64 0.01
0.94
|
|---|---|---|---|---|---|---|---|---|---|
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
| 0.005
| 99.9
| 1.55
|
Low
| 0.01
|
FOSS-502
|
Al_Li_Alloy
| 250.8
| 78.2
| 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
| 1.4
|
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
| 0.008
| 99.9
| 1.58
|
Low
| 0.02
|
FOSS-505
|
Titanium_G5
| 650.4
| 112.1
| 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
| 0.002
| 99.9
| 1.65
|
Low
| 0.01
|
FOSS-507
|
Boron_Fiber
| 500.9
| 235.5
| 0
| 0.042
| 98.5
| 1.52
|
Moderate
| 0.18
|
FOSS-503
|
Graphene_Inlay
| 400.2
| 101.5
| 550.8
| 0.125
| 91.8
| 1.2
|
Critical
| 0.94
|
FOSS-508
|
SiC_Ceramic
| 100.5
| 410.2
| 0
| 0.001
| 99.9
| 1.68
|
Low
| 0.01
|
FOSS-508
|
SiC_Ceramic
| 280.4
| 405.8
| 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
| 0.078
| 96.4
| 1.42
|
High
| 0.45
|
FOSS-509
|
Kevlar_49
| 90.4
| 131.2
| 0
| 0.015
| 99.7
| 1.48
|
Low
| 0.04
|
FOSS-509
|
Kevlar_49
| 160.8
| 128.5
| 0
| 0.058
| 97.5
| 1.4
|
Moderate
| 0.25
|
FOSS-505
|
Titanium_G5
| 450.7
| 113.4
| 0
| 0.032
| 99.1
| 1.52
|
Moderate
| 0.1
|
FOSS-507
|
Boron_Fiber
| 700.1
| 230.8
| 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
| 0.01
| 99.8
| 1.43
|
Low
| 0.02
|
FOSS-508
|
SiC_Ceramic
| 420.5
| 400.2
| 0
| 0.045
| 98.9
| 1.58
|
Moderate
| 0.12
|
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