Efficient spare part logistics plays crucial for maintaining the operational readiness of marine vessels. To maximize this process, operators must implement a robust system that ensures timely access to necessary parts, minimizing downtime and repair expenditures. Such can involve decentralized inventory management, planned procurement, and effic