Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To enhance this process, operators must implement a robust system that provides timely access to necessary parts, minimizing downtime and repair expenditures. This can comprise distributed inventory management, planned procurement, and efficient