Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To maximize this process, shipyards must implement a robust framework that ensures timely access to necessary parts, minimizing downtime and repair expenses. This can comprise distributed inventory management, strategic procurement, and efficien