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