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 resultsANN resultsPredicted error
FlexuralILSSFlexuralILSSFlexuralILSS

154.6935.0455.1135.34−0.768−0.8505
257.6336.7158.0537.01−0.7288−0.8118
361.4740.8261.8941.12−0.6833−0.73
461.0240.3761.4440.17−0.68830.49542
561.7542.1061.2342.400.84211−0.7078
657.0037.3557.4237.14−0.73680.56225
764.6846.0464.1846.340.77304−0.6473
867.0247.3767.4447.67−0.6267−0.6291
961.1441.4961.5641.79−0.6869−0.7182
1066.2546.6066.2046.320.075470.60086
1162.4642.8162.8843.11−0.6724−0.6961
1269.1450.5170.5651.81−2.0538−2.5737
1364.6745.0265.0945.32−0.6495−0.6619
1463.2544.5263.6744.82−0.664−0.6694
1563.0943.4463.5143.74−0.6657−0.686
1668.1047.4567.9847.110.176210.71654

ILSS, interlaminar shear strength.