Research Article
Optimizing Numerous Influencing Parameters of Nano-SiO2/Banana Fiber-Reinforced Hybrid Composites using Taguchi and ANN Approach
Table 2
Experimental design and their outcomes.
| Run | A | B | C | D | Tensile | Flexural | Impact | S/N of tensile | S/N of flexural | S/N of impact |
| 1 | 0 | 150 | 10 | 100 | 26.57 | 49.15 | 18.56 | 27.81 | 33.83 | 25.37 | 2 | 0 | 200 | 13 | 110 | 33.24 | 57.82 | 28.67 | 29.89 | 35.24 | 29.15 | 3 | 0 | 250 | 16 | 120 | 35.24 | 55.62 | 26.47 | 30.94 | 34.90 | 28.46 | 4 | 0 | 300 | 19 | 130 | 34.9 | 56.48 | 27.33 | 30.60 | 35.04 | 28.73 | 5 | 2.5 | 150 | 13 | 120 | 33.57 | 55.15 | 26 | 30.26 | 34.83 | 28.30 | 6 | 2.5 | 200 | 10 | 130 | 31.88 | 58.46 | 29.31 | 31.10 | 35.34 | 29.34 | 7 | 2.5 | 250 | 19 | 100 | 40.57 | 63.15 | 34 | 32.16 | 36.01 | 30.63 | 8 | 2.5 | 300 | 16 | 110 | 41.9 | 64.48 | 35.33 | 32.44 | 36.19 | 30.96 | 9 | 5 | 150 | 16 | 130 | 33.9 | 56.48 | 27.33 | 30.60 | 35.04 | 28.73 | 10 | 5 | 200 | 19 | 120 | 38.25 | 60.83 | 31.68 | 31.65 | 35.68 | 30.02 | 11 | 5 | 250 | 10 | 110 | 41.87 | 64.45 | 35.3 | 32.44 | 36.18 | 30.96 | 12 | 5 | 300 | 13 | 100 | 47.36 | 60.32 | 31.17 | 33.51 | 35.61 | 29.87 | 13 | 7.5 | 150 | 19 | 110 | 35.46 | 58.04 | 28.89 | 30.99 | 35.27 | 29.21 | 14 | 7.5 | 200 | 16 | 100 | 36.98 | 59.56 | 30.41 | 31.36 | 35.50 | 29.66 | 15 | 7.5 | 250 | 13 | 130 | 37.97 | 60.55 | 31.4 | 31.59 | 35.64 | 29.94 | 16 | 7.5 | 300 | 10 | 120 | 38.12 | 60.7 | 29.56 | 31.62 | 35.66 | 29.41 |
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