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