The oil and gas industry depends critically on efficient logistics for the profitable movement of crude oil. From procurement to processing, every stage involves a carefully integrated network of storage, transportation, and other logistical strategies. Optimizing these procedures is crucial to reducing costs, minimizing environmental effect, and