Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To optimize this process, operators must implement a robust strategy that guarantees timely access to necessary parts, minimizing downtime and repair expenses. It can involve decentralized inventory management, planned procurement, and efficient