The oil and gas industry relies heavily on efficient logistics for the profitable movement of crude oil. From procurement to refining, every stage demands a carefully integrated network of storage, transportation, and supplementary logistical strategies. Optimizing these operations is crucial to enhancing profitability, minimizing environmental e