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