Applications of Artificial Intelligence Techniques in the Petroleum Industry

  • Author : Abdolhossein Hemmati Sarapardeh
  • Publsiher : Gulf Professional Publishing
  • Release : 26 August 2020
  • ISBN : 9780128223857
  • Page : 322 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Applications of Artificial Intelligence Techniques in the Petroleum Industry written by Abdolhossein Hemmati Sarapardeh and published by Gulf Professional Publishing. This book was released on 26 August 2020 with total page 322 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : 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. Teaches how to apply machine learning algorithms that work best in exploration, drilling, reservoir or production engineering Helps readers increase their existing knowledge on intelligent data modeling, machine learning and artificial intelligence, with foundational chapters covering the preprocessing of data and training on algorithms Provides tactics on how to cover complex projects such as shale gas, tight oils, and other types of unconventional reservoirs with more advanced model input

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