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