... pin’s surface and its debris. From the SEM analysis, it was observed that abrasion, delamination, adhesion, and oxidation mechanisms were exhibited on the wear surface. Machine learning (ML) models such as artificial neural network (ANN), adaptive neuro-fuzzy inference system (ANFIS), and decision tree...