Marine ships rely on a complex network of spare parts to operate. When these parts malfunction, timely delivery is crucial to minimize service interruptions. Global shipping facilitates the movement of marine spare parts from producers to owners around the world. This market requires a robust supply chain that can manage the distinct challenges of