This book covers aspects of data science and predictive analytics used in the oil and gas industry by looking into the challenges of data processing and data modelling unique to this industry. It includes upstream management, intelligent/digital wells, value chain integration, crude basket forecasting, and so forth. It further discusses theoretical, methodological, well-established, and validated empirical work dealing with various related topics. Special focus has been given to experimental topics with various case studies.

Features:

Provides an understanding of the basics of IT technologies applied in the oil and gas sector
Includes deep comparison between different artificial intelligence techniques
Analyzes different simulators in the oil and gas sector as well as discussion of AI applications
Focuses on in-depth experimental and applied topics
Details different case studies for upstream and downstream

This book is aimed at professionals and graduate students in petroleum engineering, upstream industry, data analytics, and digital transformation process in oil and gas.

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Yes, you can access Understanding Data Analytics and Predictive Modelling in the Oil and Gas Industry by Kingshuk Srivastava, Thipendra P Singh, Manas Ranjan Pradhan, Vinit Kumar Gunjan, Kingshuk Srivastava,Thipendra P Singh,Manas Ranjan Pradhan,Vinit Kumar Gunjan in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Materials Science. We have over one million books available in our catalogue for you to explore.

Information

Publisher

Year

Print ISBN

eBook ISBN

Edition

Topic

Technology & Engineering

Subtopic

Materials Science

Index

Technology & Engineering

Cover
Half-Title
Title
Copyright
Dedication
Contents
Preface
About the Editors
List of Contributors
Acknowledgments
Chapter 1 Understanding the Oil and Gas Sector and Its Processes: Upstream, Downstream
Chapter 2 IT Technologies Impacting the Petroleum Sector
Chapter 3 Data Handling Techniques in the Petroleum Sector
Chapter 4 Predictive Modelling Concepts in Petroleum Sector
Chapter 5 Supply Chain Management in the Oil and Gas Business
Chapter 6 Prescriptive Analysis and Its Application in Oil and Gas Business
Chapter 7 Future Challenges in Petroleum Sector and IT Solutions
Chapter 8 Oil and Gas Industry in Context of Industry 4.0: An Understanding
Index

About this book

Frequently asked questions

Information

Table of contents