Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To enhance this process, fleet managers must implement a robust system that ensures timely access to necessary parts, controlling downtime and repair expenditures. This can involve distributed inventory management, proactive procurement, and