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