Estimated Time of Sailing (ETS) refers to the expected date and time when a vessel is scheduled to depart from a port for its voyage. In logistics, ETS is crucial for maritime transport planning, cargo coordination, and port operations. Accurate ETS allows shipping lines, freight forwarders, terminal operators, and customers to plan vessel loading, scheduling, and subsequent transport activities efficiently. Proper estimation of ETS reduces idle time at ports, optimizes berth usage, prevents congestion, and ensures timely arrival at destination ports, thereby improving reliability in maritime supply chains.

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