Fuzzified Data Based Neural Network Modeling for Health Assessment of Multistorey Shear Buildings

Table 5

(a) Comparison between the desired and the ANN values of 𝑘₁ for a double-storey shear structure. (b) Comparison between the desired and the ANN values of 𝑘₂ for a double-storey shear structure.

(a)  

Data number	𝑘1 (Ann)	𝑘1 (Des)	𝑘1𝑐 (Ann)	𝑘1𝑐 (Des)	𝑘1 (Ann)	𝑘1 (Des)
1	113258.5422	113317.1008	133858.2555	133969.3413	162741.2326	162807.3359
2	116526.66	117338.8613	128622.4646	129208.408	193447.2534	195183.0465
3	139119.0131	139093.7802	143501.0894	143175.117	191801.5675	192053.204
4	101316.7594	101558.7126	106512.8803	105287.6998	183040.5812	183137.9743
5	173554.7972	173805.8096	180269.037	180336.4392	198199.4731	198416.3724
6	105985.8857	106047.1179	117592.2043	116726.841	127688.8972	126931.9426
7	110472.1362	110631.6345	140132.9188	139925.7771	142461.6007	142303.5615
8	137120.3743	137250.974	152856.9037	152687.5831	155005.6994	154807.0901
9	119783.849	119821.8403	142480.6438	141679.9468	195824.6624	194293.6984
10	141708.5217	141794.4104	148654.6797	148978.7638	165370.4902	165685.9891

(b)  

Data number	𝑘2 (Ann)	𝑘2 (Des)	𝑘2𝑐 (Ann)	𝑘2𝑐 (Des)	𝑘2 (Ann)	𝑘2 (Des)
1	58488.0205	58566.0533	91472.5908	92796.1403	99954.016	99152.6233
2	51977.6459	51640.041	65679.199	65072.7474	85856.2114	82258.2268
3	69213.7504	68833.6105	77764.8854	78069.9896	85939.2478	85054.9378
4	60124.2902	59566.1848	83319.0924	83316.9426	93794.9834	94103.325
5	71317.3378	71432.6496	76748.5343	76956.3233	83930.3883	83468.7652
6	59384.591	59531.6634	73687.8221	74121.1031	85087.5853	84905.276
7	56031.7629	56050.5807	68215.603	68455.8273	83728.3652	83326.3957
8	58849.1438	58906.6227	72741.8224	73046.2969	79796.3231	79495.3742
9	57077.8681	56400.72	61035.9761	61329.384	95110.8992	99091.8975
10	57858.7023	57830.2476	69404.8867	69250.9562	99433.354	99954.0197