1. Introduction:  In heavy industries such as mining, construction, and material handling, one of the most persistent and costly problems is abrasive wear and tear. Equipment and components that are constantly exposed to friction, impact, and rough materials degrade quickly, leading to frequent maintenance, operational downtime, and increased repl