Research Article
Optimization of Filler Content and Size on Mechanical Performance of Graphene/Hemp/Epoxy-Based Hybrid Composites using Taguchi with ANN Technique
Table 8
Comparison of experimental vs. ANN results.
| Sr. no. | Experimental results | ANN results | Predicted error | Flexural | ILSS | Flexural | ILSS | Flexural | ILSS |
| 1 | 54.69 | 35.04 | 55.11 | 35.34 | −0.768 | −0.8505 | 2 | 57.63 | 36.71 | 58.05 | 37.01 | −0.7288 | −0.8118 | 3 | 61.47 | 40.82 | 61.89 | 41.12 | −0.6833 | −0.73 | 4 | 61.02 | 40.37 | 61.44 | 40.17 | −0.6883 | 0.49542 | 5 | 61.75 | 42.10 | 61.23 | 42.40 | 0.84211 | −0.7078 | 6 | 57.00 | 37.35 | 57.42 | 37.14 | −0.7368 | 0.56225 | 7 | 64.68 | 46.04 | 64.18 | 46.34 | 0.77304 | −0.6473 | 8 | 67.02 | 47.37 | 67.44 | 47.67 | −0.6267 | −0.6291 | 9 | 61.14 | 41.49 | 61.56 | 41.79 | −0.6869 | −0.7182 | 10 | 66.25 | 46.60 | 66.20 | 46.32 | 0.07547 | 0.60086 | 11 | 62.46 | 42.81 | 62.88 | 43.11 | −0.6724 | −0.6961 | 12 | 69.14 | 50.51 | 70.56 | 51.81 | −2.0538 | −2.5737 | 13 | 64.67 | 45.02 | 65.09 | 45.32 | −0.6495 | −0.6619 | 14 | 63.25 | 44.52 | 63.67 | 44.82 | −0.664 | −0.6694 | 15 | 63.09 | 43.44 | 63.51 | 43.74 | −0.6657 | −0.686 | 16 | 68.10 | 47.45 | 67.98 | 47.11 | 0.17621 | 0.71654 |
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ILSS, interlaminar shear strength.
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