Machine Learning Guide for Oil and Gas Using Python: A Step-by-Step Breakdown with Data, Algorithms, Codes, and Applications delivers a critical training and resource tool to help engineers understand machine learning theory and practice, specifically referencing use cases in oil and gas. The reference moves from explaining how Python works to step-by-step examples of utilization in various oil and gas scenarios, such as well testing, shale reservoirs and production optimization. Petroleum engineers are quickly applying machine learning techniques to their data challenges, but there is a lack of references beyond the math or heavy theory of machine learning. Machine Learning Guide for Oil and Gas Using Python details the open-source tool Python by explaining how it works at an introductory level then bridging into how to apply the algorithms into different oil and gas scenarios. While similar resources are often too mathematical, this book balances theory with applications, including use cases that help solve different oil and gas data challenges.
Автор: Wood David A., Cai Jianchao Название: Sustainable Geoscience for Natural Gas Subsurface Systems ISBN: 0323854656 ISBN-13(EAN): 9780323854658 Издательство: Elsevier Science Рейтинг: Цена: 174050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Sustainable Geoscience for Natural Gas SubSurface Systems delivers many of the scientific fundamentals needed in the natural gas industry, including coal-seam gas reservoir characterization and fracture analysis modeling for shale and tight gas reservoirs. Advanced research includes machine learning applications for well log and facies analysis, 3D gas property geological modeling, and X-ray CT scanning to reduce environmental hazards. Supported by corporate and academic contributors, along with two well-distinguished editors, the book gives today's natural gas engineers both fundamentals and advances in a convenient resource, with a zero-carbon future in mind.
Автор: Wood David A., Cai Jianchao Название: Sustainable Natural Gas Reservoir and Production Engineering ISBN: 012824495X ISBN-13(EAN): 9780128244951 Издательство: Elsevier Science Рейтинг: Цена: 174050.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Sustainable Natural Gas Reservoir and Production Engineering, the latest release in The Fundamentals and Sustainable Advances in Natural Gas Science and Engineering series, delivers many of the scientific fundamentals needed in the natural gas industry, including improving gas recovery, simulation processes for fracturing methods, and methods for optimizing production strategies. Advanced research covered includes machine learning applications, gas fracturing mechanics aimed at reducing environmental impact, and enhanced oil recovery technologies aimed at capturing carbon dioxide. Supported by corporate and academic contributors along with two well-distinguished editors, this book provides today's natural gas engineers the fundamentals and advances in a convenient resource
There have been many books on the topic of Enhanced Oil Recovery (EOR) over the last 100 years. They all, however, focus on how to recover more oil faster, taking a rather myopic approach. The solutions presented all work fantastically in theory and even in the laboratory, but each fails to produce results in the field with long-term success. The petroleum industry is almost resigned to the belief that for an EOR technique to be successful, it must be propped up with public funds or must compromise environmental integrity. In line with modern engineering practices, previous books discuss how existing technologies can be tweaked to accommodate for any shortcomings that just came to light. This book is unlike any other book on the topic of recovery in particular and engineering in general.
This groundbreaking volume is a continuation of the author's and his research group's work that started publishing on the subject of global sustainability involving energy and the environment, dating back to early 2000s. Starting with a paradigm shift in engineering that involves a long-term focus, rather than looking for short-term solutions, the methods and theories presented here delve into applying green engineering and zero waste principles to EOR.
Historically, EOR has received mixed success, mainly because innovations in these disciplines relied heavily on processed materials, which are both uneconomical and toxic to the environment. This book explains how engineers missed entirely the causes of unsustainability in these technologies due to the prevalence of many myths that are embedded in modern engineering. Once these myths are deconstructed, the appropriate technologies emerge and the merits of them both in terms of economic and environmental benefits become clear.
The book reveals how previous practices in EOR can be replaced with their sustainable versions while saving in material costs. A number of innovative technologies are introduced that can render well known technologies, such as steam flood, in situ combustion, chemical flooding, and microbial EOR environmentally sustainable and economically attractive. A triple dividend is received once these technologies are applied in otherwise marginal reservoirs, unconventional plays and even abandoned formations. The overall reserve, which reflects recoverable oil with new technologies, goes up drastically. Further benefits are drawn when processes such as value addition of waste material is performed.
Overall this book shows how EOR can be rendered green while increasing the profitability. This is in stark contrast to the past practices that considered environmental integrity as a drain on profitability. This book proves that a paradigm shift can turn a "technological disaster" into a technological marvel.
Название: Oil and the Western Economic Crisis ISBN: 3319525085 ISBN-13(EAN): 9783319525082 Издательство: Springer Рейтинг: Цена: 46570.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explains the place of oil in the economic and political predicaments that now confront the West.
Автор: E.G. Derouane; Valentin Parmon; Francisco Lemos; F Название: Sustainable Strategies for the Upgrading of Natural Gas: Fundamentals, Challenges, and Opportunities ISBN: 1402033095 ISBN-13(EAN): 9781402033094 Издательство: Springer Рейтинг: Цена: 153720.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Provides a comprehensive overview of the field of processing natural gas is given, through a series of chapters written by leading scientists and engineers in the field. This book discusses the developments and shows the work relevant to the area by a series of works by researchers working in this and related fields.
Автор: Ahmadi, Mohammadali (vanier Scholar In Chemical And Petroleum Engineering, The University Of Calgary, Canada) Название: Sustainable in-situ heavy oil and bitumen recovery ISBN: 0323908489 ISBN-13(EAN): 9780323908481 Издательство: Elsevier Science Рейтинг: Цена: 174050.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Kumar, Dilip Название: Sustainable Management of Coal Preparation ISBN: 0128126329 ISBN-13(EAN): 9780128126325 Издательство: Elsevier Science Рейтинг: Цена: 190890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Sustainable Management of Coal Preparation explains both the upstream and downstream of coal preparation, stressing clean coal technologies for coal utilization. It not only discusses the sustainability of coal preparation, but also considers the governance and management issues that come with fulfilling economic, social and environmental obligations of a sustainable mining operation. Divided in three parts, the book explains the preparation of coking and non-coking coal, clean technologies, the principles of sustainable management and emerging management issues. The inclusion of case studies also provides a practical perspective for the planning and design of coal preparation activities and environmental management.
Offers an integrated approach to pursue sustainable management between mining, coal preparation and final use of coal
Explains the economic aspects of coal preparation in a modern/developing society with zero-waste concept
Compiles the best technologies from around the world
Uses India, a developing country, as a case study to apply technologies where there is maximum potential for application and benefit
Автор: Thompson Helen Название: Oil and the Western Economic Crisis ISBN: 3319849190 ISBN-13(EAN): 9783319849195 Издательство: Springer Рейтинг: Цена: 55890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book explains the place of oil in the economic and political predicaments that now confront the West.
Автор: Wood,David Название: Sustainable Liquefied Natural Gas ISBN: 0443134200 ISBN-13(EAN): 9780443134203 Издательство: Elsevier Science Рейтинг: Цена: 174050.00 T Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: E.G. Derouane; Valentin Parmon; Francisco Lemos; F Название: Sustainable Strategies for the Upgrading of Natural Gas: Fundamentals, Challenges, and Opportunities ISBN: 1402033087 ISBN-13(EAN): 9781402033087 Издательство: Springer Рейтинг: Цена: 307450.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Energy and feedstock materials for the chemical industry are in demand and, with constraints on the availability and use of oil, the industry is undergoing considerable changes. This book talks about the major restructuring in the oil, petrochemical, and chemical industry, with attention to natural gas as a chemical feedstock, than just as a fuel.
Автор: Saraji Название: Sustainable Oil and Gas Using Blockchain ISBN: 3031306961 ISBN-13(EAN): 9783031306969 Издательство: Springer Рейтинг: Цена: 107130.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This monograph explores the potential of blockchain technology to facilitate the transition in the oil and gas (O&G) industry. As the world shifts towards a sustainable energy future, the oil and gas industry faces significant challenges and opportunities. Focusing on the development of a sustainable O&G industry, the book delves into the role of climate and financial markets in the energy sector, applications of blockchain in sustainable energy development, and the challenges of legal and regulatory issues in applying blockchain technology. It provides insight into how the energy industry is already working on reducing carbon emissions and paving the way to a sustainable future with detailed examples of reducing methane emissions, carbon credit markets, sustainable aviation fuels, and plastics. The book also examines how O&G companies could further their sustainability initiatives using blockchain technology for emission data monitoring, carbon capture, utilization, storage, and supply-chain management to develop clean products.
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