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