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