The oil and gas industry necessitates a complex network of logistics to ensure the seamless flow of resources from extraction to consumption. Fine-tuning these operations is essential for efficiency. Effective storage facilities are crucial for storing fluctuating demand, while safe and reliable transportation methods, including pipelines, barges,