Efficient spare part logistics is crucial for maintaining the operational readiness of marine vessels. To maximize this process, shipyards must implement a robust system that guarantees timely access to necessary parts, minimizing downtime and repair costs. Such can involve distributed inventory management, proactive procurement, and efficient di