Research Article
Optimizing Numerous Influencing Parameters of Nano-SiO2/Banana Fiber-Reinforced Hybrid Composites using Taguchi and ANN Approach
Table 9
Comparison of experimental vs. ANN results.
| Sl. no. | Experimental results | ANN results | Predicted error | Tension | Flexural | Impact | Tension | Flexural | Impact | Tension | Flexural | Impact |
| 1 | 26.57 | 49.15 | 18.56 | 27.25 | 49.52 | 19.09 | −2.5734 | −0.7426 | −2.859 | 2 | 33.24 | 57.82 | 28.67 | 33.64 | 57.40 | 28.55 | −1.1996 | 0.72639 | 0.40766 | 3 | 35.24 | 55.62 | 26.47 | 34.61 | 56.63 | 27.28 | 1.78419 | −1.8114 | −3.0719 | 4 | 34.9 | 56.48 | 27.33 | 34.93 | 56.69 | 27.34 | −0.0752 | −0.3674 | −0.048 | 5 | 33.57 | 55.15 | 26 | 33.60 | 55.36 | 26.01 | −0.0782 | −0.3762 | −0.0505 | 6 | 31.88 | 58.46 | 29.31 | 31.25 | 59.47 | 30.12 | 1.97224 | −1.7234 | −2.7742 | 7 | 40.57 | 63.15 | 34 | 40.97 | 62.73 | 33.88 | −0.9829 | 0.66508 | 0.34375 | 8 | 41.9 | 64.48 | 35.33 | 42.58 | 64.85 | 35.86 | −1.6319 | −0.5661 | −1.5019 | 9 | 33.9 | 56.48 | 27.33 | 34.30 | 56.06 | 27.21 | −1.1763 | 0.74363 | 0.42764 | 10 | 38.25 | 60.83 | 31.68 | 39.01 | 61.20 | 32.21 | −1.9869 | −0.6 | −1.675 | 11 | 41.87 | 64.45 | 35.3 | 42.21 | 64.66 | 35.31 | −0.812 | −0.322 | −0.0372 | 12 | 47.36 | 60.32 | 31.17 | 46.98 | 61.33 | 31.98 | 0.80236 | −1.6703 | −2.6087 | 13 | 35.46 | 58.04 | 28.89 | 35.01 | 59.05 | 29.70 | 1.26904 | −1.7359 | −2.8146 | 14 | 36.98 | 59.56 | 30.41 | 37.01 | 59.77 | 30.42 | −0.071 | −0.3484 | −0.0432 | 15 | 37.97 | 60.55 | 31.4 | 38.65 | 60.92 | 31.93 | −1.8008 | −0.6028 | −1.6899 | 16 | 38.12 | 60.7 | 29.56 | 38.52 | 60.28 | 29.44 | −1.046 | 0.69193 | 0.39538 |
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