As the global demand for petroleum remains, optimizing its transport is critical for a sustainable future. Implementing cutting-edge technologies, such as advanced systems, can substantially decrease the ecological effects of petroleum transport. Moreover, focusing on efficient routing and renewable energy sources can contribute in addressing the i