“…Optimization of throughput [2], cycle time [2], output [33], and design [33,34], fault diagnosis of production systems [35] Warehouse [2,34], distribution center [33], food processing and packaging [36], pneumatic production system [35] Discrete event simulation [2], real data from a distribution center [33], simulation modular production system [mps] [35] Divide and conquer modeling approach and matrix-based method [2], heuristic decisionmaking rules [33], adjacency matrix, graph theory, optimization, decision support systems [34], Support Vector Machine [SVM] and Decision tree [35] Shorter distance and faster time compared to conventional control strategies [2], improvement in automation and throughput [33], 11 faults successfully diagnosed [35] the failure analysis of four components of a conveyor system based on a historical data collected from mining companies. The components included the drive unit, pulleys, idlers, and belts.…”