- English
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- Available on iOS & Android
eBook - ePub
About this book
The evolution of modern technology has affected all the industry dimensions. Mother industries play a critical role in providing the precursor materials for other industries, and a small improvement in these can make a big change in others. This book covers the analytics revolution in Industry 4.0 for the mother industries, such as mining, oil and gas, and steel. It focuses on the use of advanced analytics and artificial intelligence to improve the business decisions aimed at increasing the quality and quantity of mother industries' products. It helps to design and implement their digital transformation strategies in these industries.
Key Features:
- Provides a concise overview of state of the art for mother industries' executives and managers.
- Highlights and describes critical opportunity areas for industry operations optimization.
- Explains how to implement advanced data analytics through case studies and examples.
- Provides approaches and methods to improve data-driven decision-making.
- Brings experience and learning in digital transformation from adjacent sectors.
This book is aimed at researchers, professionals, and graduate students in data science, manufacturing, automation, and computer engineering.
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Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Advanced Analytics for Industry 4.0 by Ali Soofastaei in PDF and/or ePUB format, as well as other popular books in Computer Science & Industrial Engineering. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Cover
- Half Title
- Title
- Copyright
- Contents
- Preface
- Acknowledgments
- About the Author
- List of Contributors
- Introduction
- Chapter 1 Navigating the Fourth Industrial Revolution: The Advent of Advanced Analytics in Traditional Industries
- Chapter 2 Transforming Mining Operations: Harnessing Advanced Analytics for Optimal Decision-Making
- Chapter 3 Designing Intelligence: Harnessing Soft Sensors and Advanced Analytics in Petroleum Refining for Industry 4.0
- Chapter 4 Harnessing the Convergence of Information Technology and Operational Technology for Digital Transformation: An Integrated Framework for Effective Project Management, Skill Development, Team Coordination, and Collaboration in Manufacturing Industry
- Chapter 5 Harnessing Industrial Internet of Things: Enabling Artificial Intelligence and Machine Learning for Optimized Industrial and Manufacturing Processes
- Chapter 6 Digitizing the Palate: Exploring Opportunities for Digital Transformation in the Food Industry
- Chapter 7 Constructing Tomorrow: Exploring the Future of Construction in the Era of Industry 4.0
- Chapter 8 Leveraging Advanced Analytics for Transforming Logistics: The Road to Logistics 4.0
- Chapter 9 Revolutionizing Chemical Engineering 4.0: Artificial Intelligence Innovations and Machine Learning
- Chapter 10 Harvesting Tomorrow: The Future of Agriculture in Industry 4.0
- Chapter 11 Artificial Intelligence in Insurance: Transforming Risk Management and Customer Experience
- Index