Adaptive Approach to Petroleum Reservoir Simulation
  • Release Date : 01 February 2021
  • Publisher : Springer
  • Genre : Science
  • Pages : 86 pages
  • ISBN 13 : 3030674738
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Download or read book entitled Adaptive Approach to Petroleum Reservoir Simulation by author: Stanislav Ursegov which was release on 01 February 2021 and published by Springer with total page 86 pages . This book available in PDF, EPUB and Kindle Format. This book presents unique features of the adaptive modeling approach based on new machine learning algorithms for petroleum exploration, development, and production. The adaptive approach helps simulation engineers and geoscientists to create adequate geological and hydrodynamic models. This approach is proven to be a real alternative to traditional techniques, such as deterministic modeling. Currently, machine-learning algorithms grow in popularity because they provide consistency, predictiveness, and convenience. The primary purpose of this book is to describe the theoretical state of the adaptive approach and show some examples of its implementation in simulation and forecasting different reservoir processes.