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.

Book Information
ISBN 9780128186800
Author Abdolhossein Hemmati Sarapardeh
Format Paperback
Page Count 250
Imprint Gulf Professional Publishing
Publisher Elsevier Science & Technology