The oil and gas industry depends on a complex network of logistics to provide the seamless flow of resources from extraction to consumption. Optimizing these operations is critical for effectiveness. Efficient storage facilities are crucial for storing fluctuating demand, while safe and reliable transportation methods, including pipelines, barges,