Minimization of the hole entry and hole exit delamination on drilling process of carbon fiber reinforced polymer using BPNN-PSO

The most problematic defect during CFRP drilling process was delamination in the hole entry and exit since delamination can lead to material failure and reduce the lifespan of component. The hole entry delamination (FDentry) and hole exit delamination (FDexit) are the measured response to appraise the quality of the drilling process. The critical quality to the characteristics of these responses is “smaller-is-better.” The objective of the present study is to attain the best combination of drilling parameters in order to obtain the minimum FDentry and FDexit during CFRP drilling process. Three drilling parameters, namely drill bit geometry (Pa), spindle speed (n), and feeding speed (Vf), were utilized as the input parameters. Both spindle speed and feeding speed have three levels, and drill bit geometry has two levels. In the present study, a full factorial design experiment with three replications was used. The optimization of delamination in the hole entry and exit were conducted by utilizing the integr...