Assisted History Matching for Unconventional Reservoirs

As unconventional reservoir activity grows in demand, reservoir engineers relying on history matching are challenged with this time-consuming task in order to characterize hydraulic fracture and reservoir properties, which are expensive and difficult to obtain. Assisted History Matching for Unconventional Reservoirs delivers a critical tool for today's engineers proposing an Assisted History Matching (AHM) workflow. The AHM workflow has benefits of quantifying uncertainty without bias or being trapped in any local minima and this reference helps the engineer integrate an efficient and non-intrusive model for fractures that work with any commercial simulator. Additional benefits include various applications of field case studies such as the Marcellus shale play and visuals on the advantages and disadvantages of alternative models. Rounding out with additional references for deeper learning, Assisted History Matching for Unconventional Reservoirs gives reservoir engineers a holistic view on how to model today's fractures and unconventional reservoirs. Provides understanding on simulations for hydraulic fractures, natural fractures, and shale reservoirs using embedded discrete fracture model (EDFM)Reviews automatic and assisted history matching algorithms including visuals on advantages and limitations of each modelCaptures data on uncertainties of fractures and reservoir properties for better probabilistic production forecasting and well placement INDICE: 1. Introduction2. Assisted History Matching Workflow 3. Shale Gas Well in Longmaxi with Bi-wing Hydraulic Fractures4. Shale Gas Well in Marcellus with Bi-wing Hydraulic Fractures5. Proxy Comparison between Neural Network and K-nearest Neighbors6. Shale Gas Well with and without Enhanced Permeability Area (EPA)7. Shale Gas Well with and without Natural Fractures 8. Shale Oil Well with and without Natural Fractures9. Multi Shale Gas Wells with and without Natural Fractures10. Shale Oil Well with Slanted Hydraulic Fractures 11. Shale Oil and Shale Gas with Varying Fractures Intensity around Wellbore

• ISBN: 978-0-12-822242-3
• Editorial: Gulf Professional Publishing
• Encuadernacion: Rústica
• Páginas: 330
• Fecha Publicación: 01/08/2021
• Nº Volúmenes: 1
• Idioma: Inglés