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.
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