The global petroleum industry heeds a complex and intricate network of transport logistics to efficiently 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 fulfilling the ever-growing global demand for fuel. A key aspect of