Applications of Artificial Intelligence Techniques in the Petroleum Industry
Applications of Artificial Intelligence Techniques in the Petroleum Industry by Abdolhossein Hemmati Sarapardeh
322 pages | September 9, 2020 | ISBN-13: 978-0128186800 | English | PDF | 18.88 MB
322 pages | September 9, 2020 | ISBN-13: 978-0128186800 | English | PDF | 18.88 MB
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.