The global petroleum industry relies on a complex and intricate network of transport logistics to efficiently deliver crude oil and refined products from production sites to consumers worldwide. Enhancing these supply chains is essential for ensuring energy security, controlling costs, and meeting the ever-growing global demand for fuel. A key com