Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To enhance this process, operators must implement a robust system that ensures timely access to necessary parts, reducing downtime and repair costs. It can involve distributed inventory management, strategic procurement, and efficient deliver