Marine ships rely on a complex network of spare parts to function. When these parts malfunction, timely delivery is essential to minimize service interruptions. Global shipping enables the delivery of marine spare parts from producers to owners around the world. This industry requires a reliable supply chain that can manage the distinct challenges