The secular characteristic of the third energy transition determines the importance of oil and gas resources.The existing technical system in the oil and gas field is difficult to support its high—quality development,and it is urgent to develop subversive and original technologies to promote indus-trial innovation.At presently,"AI+oil and gas"has become the breakthrough point in the oil and gas field.Many AI technologies,including U—NET network,circular neural network and random forest,are beneficial to the exploration and development of oil and gas resources.Machine learning,supervised learning and other technologies help to build an intelligent monitoring and management platform,thus improving the operating efficiency of infrastructure such as oil—gas pipeline and underground gas stor-age.A new round of information technology is bound to drive a new round of oil and gas industry revo-lution,but there are many challenges at this stage.According to the application status and challenges of artificial intelligence in oil and gas field,this paper puts forward some suggestions in order to pro-mote the integration and development of artificial intelligence and oil and gas industry in China.
关键词
第三次能源转型/产业革新/循环神经网络/随机森林/机器学习/融合发展
Key words
The Third Energy Transition/Industrial Innovation/Circulating Neural Network/Random Forest/Machine Learning/Fusion Development
维普
万方数据