DOU Hongen, ZHANG Lei, MI Lan, PENG Yi, WANG Hongliang. The application status and prospect of artificial intelligence in the global oil and gas industry[J]. Oil Drilling & Production Technology, 2021, 43(4): 405-419, 441. DOI: 10.13639/j.odpt.2021.04.001
Citation: DOU Hongen, ZHANG Lei, MI Lan, PENG Yi, WANG Hongliang. The application status and prospect of artificial intelligence in the global oil and gas industry[J]. Oil Drilling & Production Technology, 2021, 43(4): 405-419, 441. DOI: 10.13639/j.odpt.2021.04.001

The application status and prospect of artificial intelligence in the global oil and gas industry

  • This paper traces the development history and characteristics of artificial intelligence, and introduces the key technologies of artificial intelligence as a new discipline: machine learning, deep learning, transfer learning, federated learning, automatic machine learning, block chain and digital twinning. The development and application status of artificial intelligence technology in oil and gas industry in the world are deeply analyzed. Finally, the development prospects of artificial intelligence in various fields of oil and gas industry are prospected. The key development directions and business fields of artificial intelligence for the reference of technical personnel and strategic planners in oil and gas industry are proposed.
  • loading

Catalog

    Turn off MathJax
    Article Contents

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return