The oil and gas industry heavily utilizes on efficient logistics for the timely movement of crude oil. From extraction to processing, every stage demands a carefully integrated network of storage, transportation, and other logistical processes. Optimizing these procedures is crucial to enhancing profitability, minimizing environmental effect, and