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