Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust strategy that ensures timely access to necessary parts, reducing downtime and repair costs. It can comprise decentralized inventory management, proactive procurement, and efficient