Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To maximize this process, operators must implement a robust framework that provides timely access to necessary parts, reducing downtime and repair costs. This can involve distributed inventory management, strategic procurement, and efficient dis