Optimization Of Hydraulic Fracturing In A Tight Gas Reservoir Using Artificial Neural Network

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Optimization Of Hydraulic Fracturing In A Tight Gas Reservoir Using Artificial Neural Network
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Author : Hasna Abdullah Al-shuaibiyah
language : en
Publisher:
Release Date : 2019
Optimization Of Hydraulic Fracturing In A Tight Gas Reservoir Using Artificial Neural Network written by Hasna Abdullah Al-shuaibiyah and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Optimization Of Multistage Hydraulic Fracturing Treatment For Maximization Of The Tight Gas Productivity
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Author : Mengting Li
language : en
Publisher: Cuvillier Verlag
Release Date : 2018-12-17
Optimization Of Multistage Hydraulic Fracturing Treatment For Maximization Of The Tight Gas Productivity written by Mengting Li and has been published by Cuvillier Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-17 with Technology & Engineering categories.
Hydraulic fracturing is essential technology for the development of unconventional resources such as tight gas. So far, there are no numerical tools which can optimize the whole process from geological modeling, hydraulic fracturing until production simulation with the same 3D model with consideration of the thermo-hydro-mechanical coupling. In this dissertation, a workflow and a numerical tool chain were developed for design and optimization of multistage hydraulic fracturing in horizontal well regarding a maximum productivity of the tight gas wellbore. After the verification a full 3D reservoir model is generated based on a real tight gas field in the North German Basin. Through analysis of simulation results, a new calculation formula of FCD was proposed, which takes the proppant position and concentration into account and can predict the gas production rate more accurately. However, not only FCD but also proppant distribution and hydraulic connection of stimulated fractures to the well, geological structure and the interaction between fractures are determinant for the gas production volume. Through analysis the numerical results of sensitivity analysis and optimization variations, there is no unique criterion to determine the optimal number and spacing of the fractures, it should be analyzed firstly in detail to the actual situation and decided then from case to case.
Proceedings Of The International Field Exploration And Development Conference 2022
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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2023-08-05
Proceedings Of The International Field Exploration And Development Conference 2022 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-05 with Science categories.
This book focuses on reservoir surveillance and management, reservoir evaluation and dynamic description, reservoir production stimulation and EOR, ultra-tight reservoir, unconventional oil and gas resources technology, oil and gas well production testing, and geomechanics. This book is a compilation of selected papers from the 12th International Field Exploration and Development Conference (IFEDC 2022). The conference not only provides a platform to exchanges experience, but also promotes the development of scientific research in oil & gas exploration and production. The main audience for the work includes reservoir engineer, geological engineer, enterprise managers, senior engineers as well as professional students.
Advances In The Exploration And Development Of Unconventional Oil And Gas From The Integration Of Geology And Engineering
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Author : Shang Xu
language : en
Publisher: Frontiers Media SA
Release Date : 2022-06-21
Advances In The Exploration And Development Of Unconventional Oil And Gas From The Integration Of Geology And Engineering written by Shang Xu and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-21 with Science categories.
Shale Gas And Tight Oil Reservoir Simulation
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Author : Wei Yu
language : en
Publisher: Gulf Professional Publishing
Release Date : 2018-07-29
Shale Gas And Tight Oil Reservoir Simulation written by Wei Yu and has been published by Gulf Professional Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-29 with Science categories.
Shale Gas and Tight Oil Reservoir Simulation delivers the latest research and applications used to better manage and interpret simulating production from shale gas and tight oil reservoirs. Starting with basic fundamentals, the book then includes real field data that will not only generate reliable reserve estimation, but also predict the effective range of reservoir and fracture properties through multiple history matching solutions. Also included are new insights into the numerical modelling of CO2 injection for enhanced oil recovery in tight oil reservoirs. This information is critical for a better understanding of the impacts of key reservoir properties and complex fractures. - Models the well performance of shale gas and tight oil reservoirs with complex fracture geometries - Teaches how to perform sensitivity studies, history matching, production forecasts, and economic optimization for shale-gas and tight-oil reservoirs - Helps readers investigate data mining techniques, including the introduction of nonparametric smoothing models
Proceedings Of The International Field Exploration And Development Conference 2024
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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2025-07-07
Proceedings Of The International Field Exploration And Development Conference 2024 written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-07 with Technology & Engineering categories.
This book compiles selected papers from the 14th International Field Exploration and Development Conference (IFEDC 2024). The work focuses on topics including Reservoir Exploration, Reservoir Drilling & Completion, Field Geophysics, Well Logging, Petroliferous Basin Evaluation, Oil & Gas Accumulation, Fine Reservoir Description, Complex Reservoir Dynamics and Analysis, Low Permeability/Tight Oil & Gas Reservoirs, Shale Oil & Gas, Fracture-Vuggy Reservoirs, Enhanced Oil Recovery in Mature Oil Fields, Enhanced Oil Recovery for Heavy Oil Reservoirs, Big Data and Artificial Intelligence, Formation Mechanisms and Prediction of Deep Carbonate Reservoirs, and other Unconventional Resources. The conference serves as a platform not only for exchanging experiences but also for advancing scientific research in oil & gas exploration and production. The primary audience for this work includes reservoir engineers, geological engineers, senior engineers, enterprise managers, and students.
Unconventional Resources
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Author : Cenk Temizel
language : en
Publisher: CRC Press
Release Date : 2025-02-27
Unconventional Resources written by Cenk Temizel and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-27 with Technology & Engineering categories.
The oil and gas sector is a vital player in the energy transition. With their vast resource potential, unconventional shale plays will be an essential part in enabling this change. Unconventional Resources serves as a comprehensive reference covering the latest technologies, methodologies, and applications of unconventional shale resources in the oil and gas industry, and their role in the evolution of the sector's energy transition. This book: Offers an overview of geophysics, geology, and reservoir characterization in unconventional resources Discusses drilling, well stimulation and completion, production engineering, and artificial lift Covers reservoir management and surveillance, recovery enhancement, production forecasting, and surface facilities and testing Details technical and technological advances, including machine learning, AI, data analytics, and Industry 4.0 Explores the latest methods/workflows in performance analysis in unconventional plays Employs integrated and hybrid approaches to the energy transition The book provides surface and subsurface technical professionals in the oil and gas industry a thorough overview of unconventionals along with the integrated/hybrid applications that will enable them to stay current with the industry's transition.
Fuzzy Systems Operations Research And Management
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Author : Bing-Yuan Cao
language : en
Publisher: Springer
Release Date : 2015-07-31
Fuzzy Systems Operations Research And Management written by Bing-Yuan Cao and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-31 with Technology & Engineering categories.
This book includes results of the seventh International Conference on Fuzzy Information and Engineering (ICFIE'2014) and the 1st International Conference of Operations Research and Management (ICORM'2014) on November 7-11, 2014 in ZhuHai, China. The book, contains 35 selected high-quality papers, and is divided into five main parts: Part I focuses on ``Fuzzy Systems and Its Applications", Part II on ``Fuzzy Mathematics and Its Applications", Part III discusses ``Fuzzy Information and Computer", Part IV is devoted to ``Operations Research and Management and Its Applications" and Part V includes various other topics.
Data Driven Analytics For The Geological Storage Of Co2
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Author : Shahab Mohaghegh
language : en
Publisher: CRC Press
Release Date : 2018-05-20
Data Driven Analytics For The Geological Storage Of Co2 written by Shahab Mohaghegh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-20 with Science categories.
Data-driven analytics is enjoying unprecedented popularity among oil and gas professionals. Many reservoir engineering problems associated with geological storage of CO2 require the development of numerical reservoir simulation models. This book is the first to examine the contribution of artificial intelligence and machine learning in data-driven analytics of fluid flow in porous environments, including saline aquifers and depleted gas and oil reservoirs. Drawing from actual case studies, this book demonstrates how smart proxy models can be developed for complex numerical reservoir simulation models. Smart proxy incorporates pattern recognition capabilities of artificial intelligence and machine learning to build smart models that learn the intricacies of physical, mechanical and chemical interactions using precise numerical simulations. This ground breaking technology makes it possible and practical to use high fidelity, complex numerical reservoir simulation models in the design, analysis and optimization of carbon storage in geological formations projects.
Proceedings Of The 2022 International Petroleum And Petrochemical Technology Conference
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Author : Jia'en Lin
language : en
Publisher: Springer Nature
Release Date : 2023-05-10
Proceedings Of The 2022 International Petroleum And Petrochemical Technology Conference written by Jia'en Lin and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-10 with Technology & Engineering categories.
This book is a compilation of selected papers from the 6th International Petroleum and Petrochemical Technology Conference (IPPTC 2022). The work focuses on petroleum & petrochemical technologies and practical challenges in the field. It creates a platform to bridge the knowledge gap between China and the world. The conference not only provides a platform to exchanges experience but also promotes the development of scientific research in petroleum & petrochemical technologies. The book will benefit a broad readership, including industry experts, researchers, educators, senior engineers and managers.