Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To maximize this process, shipyards must implement a robust system that provides timely access to necessary parts, controlling downtime and repair expenses. This can comprise centralized inventory management, proactive procurement, and efficient