Applications of Artificial Intelligence Techniques in the Petroleum Industry Paperback / softback
by Abdolhossein (Assistant Professor, Department of Petroleum Engineering, Shahid B Hemmati Sarapardeh, Aydin (Research Assistant, Department of Petroleum Engineering, Shahid Bahonar University Larestani, Nait Amar (Assistant Professor, Faculty of Hydrocarbons and Chemistry, University M'hamed Bou Menad, Sassan (PhD Candidate, Princeton University) Hajirezaie
Applications 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.
- Format: Paperback / softback
- Pages: 368 pages
- Publisher: Elsevier Science & Technology
- Publication Date: 01/06/2020
- Category: Petroleum & oil industries
- ISBN: 9780128186800