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