The global petroleum industry depends on a complex and intricate network of transport logistics to successfully deliver crude oil and refined products from production sites to consumers worldwide. Improving these supply chains is vital for ensuring energy security, minimizing costs, and meeting the ever-growing global demand for fuel. A key compon