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

Table 6

(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	62193.4503	62149.2679	65871.2249	66562.894	69219.2648	69672.8181
2	71578.6175	71235.4748	71816.4848	72130.1157	83311.5254	83571.557
3	63514.5116	63533.5212	84447.6191	84399.8043	86708.0123	87062.8972
4	59459.7849	59872.6899	67907.0231	67971.4105	75148.6421	76002.6234
5	67809.323	67385.6336	85655.9802	86827.0037	91460.6917	91106.0592
6	57879.7498	57499.8627	69206.8111	69745.3738	71387.5577	71516.0705
7	77679.4222	79304.6034	83870.4195	84180.7933	93380.175	94408.5477
8	63484.2106	63107.2659	69028.8134	69579.1498	85313.0398	85212.3715
9	52329.6174	52222.7046	72316.9085	72125.2707	88399.7894	88475.7194
10	50895.5951	50988.8812	69532.938	69859.5759	87547.575	87746.6634

(b)  

Data number	𝑘2 (Ann)	𝑘2 (Des)	𝑘2𝑐 (Ann)	𝑘2𝑐 (Des)	𝑘2 (Ann)	𝑘2 (Des)
1	27396.6322	27507.0572	27776.8241	27698.5425	28078.4211	28085.141
2	21439.7109	21682.5355	27548.5904	27550.771	29081.9724	28275.8382
3	23717.5546	23773.9554	27948.7301	27919.6303	28617.4807	28629.8048
4	22090.0439	22160.1892	23180.7111	23205.2425	28962.7934	29908.7215
5	25086.5697	25154.2346	25465.6455	25360.6413	27961.1253	27904.0722
6	20724.6386	20919.5068	28645.592	28852.8102	29353.9707	29493.0391
7	20706.4881	21137.0574	23381.0249	23275.6543	25716.8788	25890.2606
8	21056.3736	21382.9255	21574.7879	21557.5235	26851.9289	26712.6437
9	22075.9397	22008.6282	24479.3131	24386.4498	27062.0237	26806.523
10	24070.1411	24079.5484	25009.5776	24971.7702	28009.5803	28335.006