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