Research Article
Prediction of Load-Carrying Capacity in Steel Shear Wall with Opening Using Artificial Neural Network
Table 3
The used data in order to train 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 | 7 | 5 | 1 | 1906303 | | 1897583 | 115378114 | | 1 | 5 | 7 | 1 | 1890914 | | 1901224 | 115585841 | | 1 | 7 | 7 | 1 | 1929661 | | 1923935 | 116881630 | | 1 | 5 | 9 | 1 | 1908797 | | 1927556 | 117088592 | | 1 | 7 | 9 | 1 | 1953172 | | 1950142 | 118379679 | | 1 | 5 | 5 | 1.5 | 2203954 | | 2205809 | 135018526 | | 1 | 7 | 5 | 1.5 | 2246383 | | 2235881 | 136811127 | | 1 | 9 | 5 | 1.5 | 2279398 | | 2258219 | 138096462 | | 1 | 7 | 7 | 1.5 | 2265809 | | 2261716 | 138297657 | | 1 | 9 | 7 | 1.5 | 2303510 | | 2282393 | 139477386 | | 1 | 5 | 9 | 1.5 | 2236053 | | 2265018 | 138486054 | | 1 | 9 | 9 | 1.5 | 2327962 | | 2305837 | 140815014 | | 2 | 5 | 5 | 1 | 1567167 | | 1563985 | 94759065 | | 2 | 7 | 5 | 1 | 1845458 | | 1810234 | 111000659 | | 2 | 5 | 7 | 1 | 1950168 | | 1965613 | 121659749 | | 2 | 7 | 7 | 1 | 2001327 | | 2010930 | 124277257 | | 2 | 9 | 7 | 1 | 2042962 | | 2055448 | 126835774 | | 2 | 5 | 9 | 1 | 1989923 | | 2007312 | 124066567 | | 2 | 9 | 9 | 1 | 2103724 | | 2096001 | 129159154 | | 2 | 5 | 5 | 1.5 | 2270495 | | 2278042 | 139699236 | | 2 | 9 | 5 | 1.5 | 2355397 | | 2368541 | 144896652 | | 2 | 5 | 7 | 1.5 | 2303318 | | 2319012 | 142046450 | | 2 | 5 | 9 | 1.5 | 2332584 | | 2359862 | 144386735 | | 2 | 7 | 9 | 1.5 | 2392523 | | 2404845 | 146970056 | | 3 | 5 | 5 | 1 | 1880428 | | 1888947 | 114924882 | | 3 | 7 | 5 | 1 | 1908229 | | 1909029 | 116070705 | | 3 | 9 | 5 | 1 | 1930187 | | 1929514 | 117239460 | | 3 | 7 | 7 | 1 | 1931633 | | 1932789 | 117426330 | | 3 | 9 | 7 | 1 | 1956552 | | 1953733 | 118621308 | | 3 | 5 | 9 | 1 | 1917767 | | 1936095 | 117615203 | | 3 | 9 | 9 | 1 | 1987000 | | 1979393 | 120097095 | | 3 | 5 | 5 | 1.5 | 2215179 | | 2208802 | 136062145 | | 3 | 7 | 5 | 1.5 | 2249024 | | 2233579 | 137513575 | | 3 | 5 | 7 | 1.5 | 2230472 | | 2237611 | 137750431 | | 3 | 7 | 7 | 1.5 | 2269430 | | 2259865 | 139020145 | | 3 | 9 | 7 | 1.5 | 2301572 | | 2282466 | 140309626 | | 3 | 7 | 9 | 1.5 | 2290581 | | 2286089 | 140516286 | | 3 | 9 | 9 | 1.5 | 2327089 | | 2309077 | 141827884 |
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1 referred to down, 2 referred to middle, and 3 referred to up.
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