Structural Damage Identification Based on the Transmissibility Function and Support Vector Machine

Table 8

Average of identified damage severities based on PC and SVM.

Scenarios	DS (%)	Without noise		With 5% noise		With 10% noise
		AIDS (%)	RE (%)	AIDS (%)	RE (%)	AIDS (%)	RE (%)
S1	20	23.52	17.60	24.71	23.56	28.12	40.58
S2	40	42.38	5.96	42.16	5.41	44.93	12.32
S3	60	62.35	3.91	64.3	7.17	65.97	9.95
S4	80	81.58	1.97	81.09	1.36	85.93	7.41
S5	20	22.85	14.26	26.14	30.69	24.43	22.16
S6	40	41.07	2.68	42.54	6.34	42.66	6.64
S7	60	61.23	2.05	62.84	4.73	61.51	2.51
S8	80	80.54	0.67	82.34	2.93	82.3	2.87
S9	20	21.48	7.38	23.15	15.76	31.43	57.13
S10	40	41.53	3.82	43.34	8.42	43	7.49
S11	60	61.43	2.39	62.23	3.72	63.77	6.28
S12	80	80.78	0.98	81.36	1.70	84.67	5.84
S13	20	20.43	2.16	22.64	13.18	22.32	11.61
S14	40	40.26	0.64	40.9	2.26	40.59	1.47
S15	60	60.42	0.70	61.51	2.52	61.23	2.05
S16	80	80.02	0.02	80.72	0.90	82.53	3.16