Damage Identification for Large Span Structure Based on Multiscale Inputs to Artificial Neural Networks

Table 16

The choice of the best neural network based on the strain damage parameters.

Training functions	Sets	Neurons	Noise levels						Maximum error
			0.00	0.01	0.02	0.04	0.08	0.10
T_LM	288	(15,6)	0.144	0.157	0.196	0.142	0.122	0.149	0.196
T_SCG	192	(15,6)	0.286	0.275	0.177	0.266	0.199	0.206	0.286
T_RP	264	(15,7)	0.261	0.229	0.391	0.308	0.295	0.335	0.391
T_GDM	192	(15,6)	1.073	0.572	1.031	1.633	0.826	1.580	1.633
T_GDX	240	(17,8)	0.493	0.304	0.392	0.593	0.297	0.087	0.593
T_CGF	192	(13,6)	0.251	0.214	0.169	0.153	0.268	0.305	0.305
T_BFG	192	(15,6)	0.499	0.484	0.198	0.184	0.184	0.240	0.499