Efficient spare parts logistics play a vital role for the smooth operation of marine vessels. Timely delivery of critical components can significantly reduce downtime, maximizing vessel availability. A well-structured logistics network should encompass factors such as demand forecasting, inventory management, and timely transportation. By utilizing

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