Machine Learning and Data Science in the Oil and Gas Industry
Machine Learning and Data Science in the Oil and Gas Industry

Author: Patrick Bangert

Publisher: Gulf Professional Publishing

Published: 2021-03-04

Total Pages: 290

ISBN-13: 0128209143

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Machine Learning and Data Science in the Oil and Gas Industry explains how machine learning can be specifically tailored to oil and gas use cases. Petroleum engineers will learn when to use machine learning, how it is already used in oil and gas operations, and how to manage the data stream moving forward. Practical in its approach, the book explains all aspects of a data science or machine learning project, including the managerial parts of it that are so often the cause for failure. Several real-life case studies round out the book with topics such as predictive maintenance, soft sensing, and forecasting. Viewed as a guide book, this manual will lead a practitioner through the journey of a data science project in the oil and gas industry circumventing the pitfalls and articulating the business value. - Chart an overview of the techniques and tools of machine learning including all the non-technological aspects necessary to be successful - Gain practical understanding of machine learning used in oil and gas operations through contributed case studies - Learn change management skills that will help gain confidence in pursuing the technology - Understand the workflow of a full-scale project and where machine learning benefits (and where it does not)

Handbook of Natural Gas Transmission and Processing
Handbook of Natural Gas Transmission and Processing

Author: Saeid Mokhatab

Publisher: Gulf Professional Publishing

Published: 2012-07-02

Total Pages: 830

ISBN-13: 0123869145

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A unique, well-documented, and forward-thinking work, the second edition of Handbook of Natural Gas Transmission and Processing continues to present a thoroughly updated, authoritative, and comprehensive description of all major aspects of natural gas transmission and processing. It provides an ideal platform for engineers, technologists, and operations personnel working in the natural gas industry to get a better understanding of any special requirements for optimal design and operations of natural gas transmission pipelines and processing plants. First book of its kind that covers all aspects of natural gas transmission and processing Provides pivotal updates on the latest technologies, which have not been addressed in-depth in any existing books Offers practical advice for design and operation based on sound engineering principles and established techniques Examines ways to select the best processing route for optimal design of gas-processing plants Contains new discussions on process modeling, control, and optimization in gas processing industry

Trends in Oil and Gas Corrosion Research and Technologies
Trends in Oil and Gas Corrosion Research and Technologies

Author: A. M. El-Sherik

Publisher: Woodhead Publishing

Published: 2017-06-09

Total Pages: 928

ISBN-13: 0081012195

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Trends in Oil and Gas Corrosion Research and Technologies: Production and Transmission delivers the most up-to-date and highly multidisciplinary reference available to identify emerging developments, fundamental mechanisms and the technologies necessary in one unified source. Starting with a brief explanation on corrosion management that also addresses today's most challenging issues for oil and gas production and transmission operations, the book dives into the latest advances in microbiology-influenced corrosion and other corrosion threats, such as stress corrosion cracking and hydrogen damage just to name a few. In addition, it covers testing and monitoring techniques, such as molecular microbiology and online monitoring for surface and subsurface facilities, mitigation tools, including coatings, nano-packaged biocides, modeling and prediction, cathodic protection and new steels and non-metallics. Rounding out with an extensive glossary and list of abbreviations, the book equips upstream and midstream corrosion professionals in the oil and gas industry with the most advanced collection of topics and solutions to responsibly help solve today's oil and gas corrosion challenges. - Covers the latest in corrosion mitigation techniques, such as corrosion inhibitors, biocides, non-metallics, coatings, and modeling and prediction - Solves knowledge gaps with the most current technology and discoveries on specific corrosion mechanisms, highlighting where future research and industry efforts should be concentrated - Achieves practical and balanced understanding with a full spectrum of subjects presented from multiple academic and world-renowned contributors in the industry

Digital Oil
Digital Oil

Author: Eric Monteiro

Publisher: MIT Press

Published: 2022-11-08

Total Pages: 229

ISBN-13: 0262372290

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How is digitalization of the offshore oil industry fundamentally changing how we understand work and ways of knowing? Digitalization sits at the forefront of public and academic conversation today, calling into question how we work and how we know. In Digital Oil, Eric Monteiro uses the Norwegian offshore oil and gas industry as a lens to investigate the effects of digitalization on embodied labor, and in doing so shows how our use of new digital technology transforms work and knowing. For years, roughnecks have performed the dangerous and unwieldy work of extracting the oil that lies three miles below the seabed along the Norwegian Continental Shelf. Today, the Norwegian oil industry is largely digital, operated by sensors and driven by data. Digital representations of physical processes inform work practices and decision-making with remotely operated, unmanned deep-sea facilities. Drawing on two decades of in-depth interviews, observations, news clips, and studies of this industry, Eric Monteiro dismantles the divide between the virtual and the physical in Digital Oil. What is gained or lost when objects and processes become algorithmic phenomena with the digital inferred from the physical? How can data-driven work practices and operational decision-making approximate qualitative interpretation, professional judgement, and evaluation? How are emergent digital platforms and infrastructures, as machineries of knowing, enabling digitalization? In answering these questions Monteiro offers a novel analysis of digitalization as an effort to press the limits of quantification of the qualitative.

The Political Ecology of Oil and Gas Activities in the Nigerian Aquatic Ecosystem
The Political Ecology of Oil and Gas Activities in the Nigerian Aquatic Ecosystem

Author: Prince Emeka Ndimele

Publisher: Academic Press

Published: 2017-11-17

Total Pages: 487

ISBN-13: 0128096284

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The Political Ecology of Oil and Gas Activities in the Nigerian Aquatic Ecosystem reviews the current status of the ecosystems and economic implications of oil and gas development in Nigeria, a key oil-producing state. The ecological and economic impacts of oil and gas development, particularly in developing nations, are crucial topics for ecologists, natural resource professionals and pollution researchers to understand. This book takes an integrative approach to these problems through the lens of one of the key oil-producing nations, linking natural and human systems through the valuation of ecosystem services. - Provides background information on Nigerian aquatic environments, its local history of oil exploration and a review of the physical chemistry of crude oil - Reviews global and national perspectives on the oil and gas industry from a physical ecological, to a socio-political and economic ecological perspective - Demonstrates real-life situations of the interactions and impacts of Nigerian petroleum production on the environment and local populations through case studies

Working for Oil
Working for Oil

Author: Touraj Atabaki

Publisher: Springer

Published: 2018-01-21

Total Pages: 435

ISBN-13: 3319564455

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This volume examines the social history of oil workers and investigates how labor relations have shaped the global oil industry during the twentieth century and today. It brings together the work of scholars from a range of disciplines, approaching the social, political, economic and cultural dimensions of oil. The contributors analyze a number of key oil producing regions, including the Americas, the Middle East, Central Asia, the Caucasus, Europe and Africa.