In the domains of heavy manufacturing, port logistics, and large-scale infrastructure construction, double girder gantry cranes serve as the backbone of material handling operations. Due to their robust structural configuration—characterized by two primary load-bearing girders—these cranes are frequently specified for high-capacity, long-span lifting tasks. However, as the mass of handled objects increases, so does the systemic risk of structural failure or operational accide