Research Article
Data-Driven Decision-Making in the Design Optimization of Thin-Walled Steel Perforated Sections: A Case Study
| | Column type | Parameter | | WW (mm) | CT (mm) | FW (mm) | OS (mm) | CL (mm) | RHA (%) | BN | RAN | RN | ULC (N) |
| | M45-1.5 | 45 | 1.5 | 45 | 25 | 300 | 18.205 | 8 | 4 | 0 | 48458.90 | | M45-1.5 | 45 | 1.5 | 45 | 25 | 300 | 16.472 | 8 | 4 | 0 | 49012.59 | | M45-1.5 | 45 | 1.5 | 45 | 25 | 300 | 15.605 | 8 | 4 | 0 | 49246.13 | | M60-1.8 | 60 | 1.8 | 55 | 34 | 350 | 16.525 | 8 | 4 | 0 | 79349.60 | | M60-1.8 | 60 | 1.8 | 55 | 34 | 350 | 14.951 | 8 | 4 | 0 | 80309.17 | | M60-1.8 | 60 | 1.8 | 55 | 34 | 350 | 14.164 | 8 | 4 | 0 | 80579.36 | | M60-2 | 60 | 2.0 | 55 | 34 | 350 | 16.525 | 8 | 4 | 0 | 107308.45 | | M60-2 | 60 | 2.0 | 55 | 34 | 350 | 14.951 | 8 | 4 | 0 | 108429.67 | | M60-2 | 60 | 2.0 | 55 | 34 | 350 | 14.164 | 8 | 4 | 0 | 108884.60 | | M75-1.8 | 75 | 1.8 | 58 | 45 | 400 | 14.222 | 12 | 4 | 1 | 120201.34 | | M75-1.8 | 75 | 1.8 | 58 | 45 | 400 | 12.868 | 12 | 4 | 1 | 121653.31 | | M75-1.8 | 75 | 1.8 | 58 | 45 | 400 | 12.190 | 12 | 4 | 1 | 122051.82 | | M75-2 | 75 | 2.0 | 58 | 45 | 400 | 14.222 | 12 | 4 | 1 | 125674.21 | | M75-2 | 75 | 2.0 | 58 | 45 | 400 | 12.868 | 12 | 4 | 1 | 127122.11 | | M75-2 | 75 | 2.0 | 58 | 45 | 400 | 12.190 | 12 | 4 | 1 | 127736.96 | | M90A-1.8 | 90 | 1.8 | 65 | 50 | 400 | 11.852 | 12 | 4 | 1 | 131635.78 | | M90A-1.8 | 90 | 1.8 | 65 | 50 | 400 | 10.723 | 12 | 4 | 1 | 132952.78 | | M90A-1.8 | 90 | 1.8 | 65 | 50 | 400 | 10.159 | 12 | 4 | 1 | 133487.52 | | M90A-2 | 90 | 2.0 | 65 | 50 | 400 | 11.287 | 12 | 4 | 1 | 137228.00 | | M90A-2 | 90 | 2.0 | 65 | 50 | 400 | 11.852 | 12 | 4 | 1 | 136535.41 | | M90A-2 | 90 | 2.0 | 65 | 50 | 400 | 10.723 | 12 | 4 | 1 | 137893.69 | | M90A-2 | 90 | 1.8 | 78 | 50 | 400 | 11.287 | 12 | 4 | 1 | 145158.87 | | M90B-1.8 | 90 | 1.8 | 78 | 50 | 400 | 11.852 | 12 | 4 | 1 | 144433.37 | | M90B-1.8 | 90 | 1.8 | 78 | 50 | 400 | 10.723 | 12 | 4 | 1 | 145882.63 | | M90B-1.8 | 90 | 1.8 | 78 | 50 | 400 | 10.159 | 12 | 4 | 1 | 146606.83 | | M90B-1.8 | 90 | 2.0 | 78 | 50 | 400 | 11.287 | 12 | 4 | 1 | 145770.64 | | M90B-2 | 90 | 2.0 | 78 | 50 | 400 | 11.852 | 12 | 4 | 1 | 145100.68 | | M90B-2 | 90 | 2.0 | 78 | 50 | 400 | 10.723 | 12 | 4 | 1 | 146512.32 | | M90B-2 | 90 | 2.0 | 78 | 50 | 400 | 10.159 | 12 | 4 | 1 | 147241.47 | | M100A-2 | 100 | 2.0 | 90 | 52 | 400 | 10.667 | 20 | 4 | 3 | 183607.50 | | M100A-2 | 100 | 2.0 | 90 | 52 | 400 | 9.651 | 20 | 4 | 3 | 185707.72 | | M100A-2 | 100 | 2.0 | 90 | 52 | 400 | 9.143 | 20 | 4 | 3 | 186247.73 | | M100A-2.5 | 100 | 2.5 | 90 | 52 | 400 | 10.667 | 20 | 4 | 3 | 205633.26 | | M100A-2.5 | 100 | 2.5 | 90 | 52 | 400 | 9.651 | 20 | 4 | 3 | 207815.04 | | M100A-2.5 | 100 | 2.5 | 90 | 52 | 400 | 9.143 | 20 | 4 | 3 | 208788.40 | | M100A-2.5 | 100 | 2.0 | 100 | 52 | 400 | 10.159 | 12 | 4 | 1 | 160872.36 | | M100B-2 | 100 | 2.0 | 100 | 52 | 400 | 10.667 | 12 | 4 | 1 | 160047.57 | | M100B-2 | 100 | 2.0 | 100 | 52 | 400 | 9.651 | 12 | 4 | 1 | 161711.47 | | M100B-2 | 100 | 2.0 | 100 | 52 | 400 | 9.143 | 12 | 4 | 1 | 162635.84 | | M100B-2 | 100 | 2.5 | 100 | 52 | 400 | 10.159 | 12 | 4 | 1 | 220570.64 | | M100B-2.5 | 100 | 2.5 | 100 | 52 | 400 | 10.667 | 12 | 4 | 1 | 219416.61 | | M100B-2.5 | 100 | 2.5 | 100 | 52 | 400 | 9.651 | 12 | 4 | 1 | 221593.87 | | M100B-2.5 | 100 | 2.5 | 100 | 52 | 400 | 9.143 | 12 | 4 | 1 | 222748.78 | | M100C-2 | 100 | 2.0 | 130 | 52 | 500 | 10.159 | 20 | 4 | 3 | 198040.25 | | M100C-2 | 100 | 2.0 | 130 | 52 | 500 | 10.667 | 20 | 4 | 3 | 197057.77 | | M100C-2 | 100 | 2.0 | 130 | 52 | 500 | 9.651 | 20 | 4 | 3 | 198989.66 | | M100C-2 | 100 | 2.0 | 130 | 52 | 500 | 9.143 | 20 | 4 | 3 | 199955.70 | | M100C-3 | 100 | 3.0 | 130 | 52 | 500 | 10.667 | 20 | 4 | 3 | 341267.75 | | M100C-3 | 100 | 3.0 | 130 | 52 | 500 | 9.651 | 20 | 4 | 3 | 344931.18 | | M100C-3 | 100 | 3.0 | 130 | 52 | 500 | 9.143 | 20 | 4 | 3 | 346865.14 | | M120A-2.5 | 120 | 2.5 | 95 | 76 | 500 | 8.466 | 12 | 4 | 1 | 221090.23 | | M120A-2.5 | 120 | 2.5 | 95 | 76 | 500 | 8.042 | 12 | 4 | 1 | 222232.38 | | M120A-2.5 | 120 | 2.5 | 95 | 76 | 500 | 7.619 | 12 | 4 | 1 | 223289.19 | | M120A-3 | 120 | 3.0 | 95 | 76 | 500 | 8.466 | 12 | 4 | 1 | 270660.52 | | M120A-3 | 120 | 3.0 | 95 | 76 | 500 | 8.889 | 12 | 4 | 1 | 269336.45 | | M120A-3 | 120 | 3.0 | 95 | 76 | 500 | 8.042 | 12 | 4 | 1 | 272240.91 | | M120A-3 | 120 | 3.0 | 95 | 76 | 500 | 7.619 | 12 | 4 | 1 | 273437.50 | | M120B-3.5 | 120 | 3.5 | 150 | 76 | 500 | 8.889 | 20 | 4 | 3 | 414820.24 | | M120B-3.5 | 120 | 3.5 | 150 | 76 | 500 | 8.042 | 20 | 4 | 3 | 419345.72 | | M120B-3.5 | 120 | 3.5 | 150 | 76 | 500 | 7.619 | 20 | 4 | 3 | 421089.69 |
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