Understanding Data Analytics and Predictive Modelling in the Oil and Gas Industry

Understanding Data Analytics and Predictive Modelling in the Oil and Gas Industry
Author: Kingshuk Srivastava
Publisher: CRC Press
Total Pages: 187
Release: 2023-11-20
Genre: Technology & Engineering
ISBN: 1000995119

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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.


Understanding Data Analytics and Predictive Modelling in the Oil and Gas Industry
Language: en
Pages: 187
Authors: Kingshuk Srivastava
Categories: Technology & Engineering
Type: BOOK - Published: 2023-11-20 - Publisher: CRC Press

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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 mo
Understanding Data Analytics and Predictive Modelling in the Oil and Gas Industry
Language: en
Pages: 0
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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 mo
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Type: BOOK - Published: 2014-05-27 - Publisher: John Wiley & Sons

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Use big data analytics to efficiently drive oil and gas exploration and production Harness Oil and Gas Big Data with Analytics provides a complete view of big d
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Data Analytics in Reservoir Engineering describes the relevance of data analytics for the oil and gas industry, with particular emphasis on reservoir engineerin
Shale Analytics
Language: en
Pages: 292
Authors: Shahab D. Mohaghegh
Categories: Technology & Engineering
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This book describes the application of modern information technology to reservoir modeling and well management in shale. While covering Shale Analytics, it focu