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