Applications of Artificial Intelligence Techniques in the Petroleum Industry
Abdolhossein Hemmati Sarapardeh, Aydin Larestani, Nait Amar Menad, Sassan HajirezaieApplications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning that will solve specific engineering challenges. The reference begins with fundamentals, covering preprocessing of data, types of intelligent models, and training and optimization algorithms. The book moves on to methodically address artificial intelligence technology and applications by the upstream sector, covering exploration, drilling, reservoir and production engineering. Final sections cover current gaps and future challenges.
年:
2020
出版:
1
出版社:
Gulf Professional Publishing
语言:
english
页:
322
ISBN 10:
0128186801
ISBN 13:
9780128186800
文件:
PDF, 18.78 MB
IPFS:
,
english, 2020