The oil and gas industry depends critically on efficient logistics for the timely movement of crude oil. From production to refining, every stage demands a carefully coordinated network of storage, transportation, and other logistical strategies. Optimizing these activities is essential to increasing efficiency, minimizing environmental impact, a