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

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

  1. 134 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

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

About this book

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.

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Information

Publisher
CRC Press
Year
2022
Print ISBN
9781032245652
eBook ISBN
9781000629552
Topic
Tecnologia e ingegneria
Subtopic
Informatica generale

Table of contents

  1. Cover
  2. Half Title Page
  3. Title Page
  4. Copyright Page
  5. Table of Contents
  6. Preface
  7. About the authors
  8. 1 A comprehensive review of machine application in the oil and gas industry
  9. 2 AI and ML applications in the upstream sector of the oil and gas industry
  10. 3 One step further in upstream sector
  11. 4 Midstream sector with ML models and techniques
  12. 5 Downstream sector with machine learning
  13. 6 Safety and maintenance with AI and ML
  14. 7 Finance with ML and AI
  15. 8 Market and trading in oil and gas (petroleum) industry
  16. 9 Future of oil and gas (petroleum) industry with AI
  17. Index

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Yes, you can access Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry by Manan Shah,Ameya Kshirsagar,Jainam Panchal in PDF and/or ePUB format, as well as other popular books in Tecnologia e ingegneria & Informatica generale. We have over 1.5 million books available in our catalogue for you to explore.