Efficient spare part logistics are crucial for maintaining the operational readiness of marine vessels. To optimize this process, fleet managers must implement a robust framework that ensures timely access to necessary parts, reducing downtime and repair expenses. This can involve distributed inventory management, planned procurement, and efficie