Adaptive Approach to Petroleum Reservoir Simulation (eBook)

Stanislav Ursegov, Armen Zakharian (Autoren)

eBook Download: PDF

2021
86 Seiten
Springer International Publishing (Verlag)
978-3-030-67474-8 (ISBN)

Infos

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.

Produkt-Details

• Erscheint lt. Verlag: 31.1.2021
• Reihe/Serie: Advances in Oil and Gas Exploration & Production
• Reihe/Serie: Advances in Oil and Gas Exploration & Production
• Zusatzinfo: IX, 86 p. 47 illus., 44 illus. in color.
• Sprache: englisch
• Themenwelt: Naturwissenschaften ► Geowissenschaften
• Themenwelt: Naturwissenschaften ► Physik / Astronomie
• Themenwelt: Technik
• Schlagworte: Artificial Intelligence • Computer Forecasting • Geological and Reservoir Modeling • machine learning • Oil and Gas Fields
• ISBN-10: 3-030-67474-6 / 3030674746
• ISBN-13: 978-3-030-67474-8 / 9783030674748