Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To optimize this process, shipyards must implement a robust framework that provides timely access to necessary parts, reducing downtime and repair expenditures. This can include distributed inventory management, planned procurement, and effic