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portada Applications of Artificial Intelligence Techniques in the Petroleum Industry
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
322
Format
Paperback
ISBN13
9780128186800
Edition No.
1
Categories

Applications of Artificial Intelligence Techniques in the Petroleum Industry

Abdolhossein Hemmati Sarapardeh; Aydin Larestani; Nait Amar Menad (Author) · Gulf Professional Publishing · Paperback

Applications of Artificial Intelligence Techniques in the Petroleum Industry - Abdolhossein Hemmati Sarapardeh; Aydin Larestani; Nait Amar Menad

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Synopsis "Applications of Artificial Intelligence Techniques in the Petroleum Industry "

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 engineeringHelps 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 algorithmsProvides 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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