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.
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.
Advanced analytics is revolutionizing the industrial sector, empowering technology enterprises to harness online data sources for actionable insights. These insights drive advancements in everything...
This book presents selected papers from the 1st International Conference on Industry 4.0 and Advanced Manufacturing held at the Indian Institute of Science, Bangalore and includes deliberations from...
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