Efficient spare parts logistics form the backbone for the smooth operation of marine vessels. Timely delivery of necessary components can significantly reduce downtime, maximizing vessel uptime. A well-structured logistics network should encompass elements including demand forecasting, inventory management, and efficient transportation. By adopting

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