Artificial Intelligence and Data Analytics for Energy Exploration and Production

This book provides an in-depth treatment of the foundations of Artificial Intelligence (AI) Machine Learning,and Data Analytics (DA). It also includes many of AI-DA applications in oil and gas reservoirs exploration, development, and production. The applications cover a wide spectrum of practical problems from exploration to drilling and field development to production optimization, artificial lift, and secondary recovery.

Format: Hardback
Length: 608 pages
Publication date: 21 November 2022
Publisher: John Wiley & Sons Inc

This groundbreaking new book, penned by some of the foremost experts in the application of data science and artificial intelligence techniques in exploration and production within the energy industry, delves into the most comprehensive and up-to-date processes, concepts, and practical applications in the field. The book offers an in-depth exploration of the foundations of Artificial Intelligence (AI) Machine Learning, and Data Analytics (DA). It also showcases numerous AI-DA applications in oil and gas reservoirs exploration, development, and production. The book covers the essential technical details on various tools used in "smart oil fields," including topics such as pattern recognition, neural networks, fuzzy logic, evolutionary computing, expert systems, artificial intelligence machine learning, human-computer interface, natural language processing, data analytics, and next-generation visualization. While theoretical details are kept to a minimum, these topics are introduced from an oil and gas applications perspective.

In this volume, numerous case histories from the recent applications of intelligent data to a diverse range of oil and gas problems are highlighted. The applications span a wide spectrum of practical challenges, from exploration to drilling and field development to production optimization, artificial lift, and secondary recovery. Moreover, the authors demonstrate the effectiveness of intelligent data analysis methods in addressing numerous oil and gas problems that require the combination of machine and human intelligence, as well as dealing with linguistic and imprecise data and rules.

This groundbreaking book is a valuable resource for professionals, researchers, and students in the energy industry, providing them with a comprehensive understanding of the latest AI and DA techniques and their applications in exploration and production. It serves as a roadmap for advancing the efficiency, sustainability, and profitability of the oil and gas industry through the intelligent utilization of data.

Weight: 454g
Dimension: 10 x 10 x 10 (mm)
ISBN-13: 9781119879695