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Introduction Heavy-duty machinery forms the backbone of industrial operations from massive construction sites to manufacturing plants and logistics hubs. Equipment like bulldozers, excavators, cranes, and forklifts power progress but also pose serious safety risks when misused or mishandled. In the U.S. alone, the Occupational Safety and Health Administration (OSHA) reports thousands of machinery-related injuries and fatalities each year many of which could be avoided with proper safety training …