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 provides timely access to necessary parts, controlling downtime and repair expenses. Such can involve distributed inventory management, proactive procurement, and efficien