The oil and gas industry relies on a complex network of logistics to guarantee the seamless flow of resources from extraction to consumption. Optimizing these operations is essential for efficiency. Robust storage facilities are crucial for controlling fluctuating demand, while safe and reliable transportation methods, including pipelines, trucks,