Efficiently transporting petroleum fuels is essential to maintaining a reliable and stable global energy supply. The complex nature of this process involves a multifaceted network encompassing pipelines, tankers, rail cars, and terminals. To enhance petroleum transport, industry stakeholders must work together to implement cutting-edge technologies