The oil and gas industry relies heavily on efficient logistics for the timely movement of crude oil. From procurement to refining, every stage involves a carefully integrated network of storage, transportation, and supplementary logistical strategies. Optimizing these operations is crucial to increasing efficiency, minimizing environmental impact