Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry

Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry
Author: Manan Shah
Publisher: CRC Press
Total Pages: 162
Release: 2022-09-02
Genre: Technology & Engineering
ISBN: 1000629554

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Today, raw data on any industry is widely available. With the help of artificial intelligence (AI) and machine learning (ML), this data can be used to gain meaningful insights. In addition, as data is the new raw material for today’s world, AI and ML will be applied in every industrial sector. Industry 4.0 mainly focuses on the automation of things. From that perspective, the oil and gas industry is one of the largest industries in terms of economy and energy. Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry analyzes the use of AI and ML in the oil and gas industry across all three sectors, namely upstream, midstream, and downstream. It covers every aspect of the petroleum industry as related to the application of AI and ML, ranging from exploration, data management, extraction, processing, real-time data analysis, monitoring, cloud-based connectivity system, and conditions analysis, to the final delivery of the product to the end customer, while taking into account the incorporation of the safety measures for a better operation and the efficient and effective execution of operations. This book explores the variety of applications that can be integrated to support the existing petroleum and adjacent sectors to solve industry problems. It will serve as a useful guide for professionals working in the petroleum industry, industrial engineers, AI and ML experts and researchers, as well as students.


Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry
Language: en
Pages: 162
Authors: Manan Shah
Categories: Technology & Engineering
Type: BOOK - Published: 2022-09-02 - Publisher: CRC Press

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Today, raw data on any industry is widely available. With the help of artificial intelligence (AI) and machine learning (ML), this data can be used to gain mean
Applications of Artificial Intelligence Techniques in the Petroleum Industry
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Pages: 324
Authors: Abdolhossein Hemmati-Sarapardeh
Categories: Science
Type: BOOK - Published: 2020-08-26 - Publisher: Gulf Professional Publishing

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Applications of Artificial Intelligence Techniques in the Petroleum Industry gives engineers a critical resource to help them understand the machine learning th
Machine Learning and Data Science in the Oil and Gas Industry
Language: en
Pages: 290
Authors: Patrick Bangert
Categories: Science
Type: BOOK - Published: 2021-03-04 - Publisher: Gulf Professional Publishing

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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 eng
Machine Learning Guide for Oil and Gas Using Python
Language: en
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Authors: Hoss Belyadi
Categories: Science
Type: BOOK - Published: 2021-04-09 - Publisher: Gulf Professional Publishing

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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 re
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Language: en
Pages: 179
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Categories: Technology & Engineering
Type: BOOK - Published: 2023-03-11 - Publisher: Springer Nature

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This book is useful to flow assurance engineers, students, and industries who wish to be flow assurance authorities in the twenty-first-century oil and gas indu