Research Article
Prediction of Load-Carrying Capacity in Steel Shear Wall with Opening Using Artificial Neural Network
Table 4
The used data in order to test the network.
| | Location of opening | Thickness of stiffener | Thickness of ring | Thickness of plate | Maximum load | Absorbed energy | Predicted maximum load | Predicted absorbed energy |
| | 1 | 9 | 7 | 1 | 1957395 | | 1946305 | 118157965 | | 1 | 5 | 7 | 1.5 | 2219737 | | 2240635 | 137094729 | | 2 | 9 | 5 | 1 | 1980587 | | 1980872 | 122175406 | | 2 | 7 | 9 | 1 | 2053128 | | 2051424 | 126599424 | | 2 | 9 | 7 | 1.5 | 2401916 | | 2409076 | 147218714 | | 1 | 7 | 9 | 1.5 | 2286001 | | 2285628 | 139661954 | | 1 | 9 | 9 | 1 | 1987718 | | 1974111 | 119765301 | | 3 | 5 | 9 | 1.5 | 2248066 | | 2263433 | 139223687 | | 3 | 9 | 5 | 1.5 | 2277673 | | 2256226 | 138811493 | | 2 | 7 | 7 | 1.5 | 2356185 | | 2364233 | 144643542 | | 3 | 7 | 9 | 1 | 1957027 | | 1957221 | 118822077 | | 3 | 5 | 7 | 1 | 1898122 | | 1912239 | 116253835 | | 2 | 9 | 9 | 1.5 | 2445879 | | 2449387 | 149527923 | | 2 | 7 | 5 | 1.5 | 2316077 | | 2323449 | 142307088 | | 1 | 9 | 5 | 1 | 1929052 | | 1920348 | 116676964 | | 1 | 5 | 5 | 1 | 1874102 | | 1874489 | 114060521 |
|
|
1 referred to down, 2 referred to middle, and 3 referred to up.
|
