Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust framework that guarantees timely access to necessary parts, reducing downtime and repair expenditures. This can comprise centralized inventory management, planned procurement, and