Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To maximize this process, shipyards must implement a robust strategy that provides timely access to necessary parts, controlling downtime and repair expenditures. Such can involve centralized inventory management, strategic procurement, and effi