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Shoriful025
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smart_materials_strain_gauge_telemetry

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train · 31 rows

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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