Computational Intelligence for Analysis of Trends in Industry 4.0 and 5.0 by Joseph Bamidele Awotunde, Hardcover, 9781032869230 | Buy online at The Nile
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Computational Intelligence for Analysis of Trends in Industry 4.0 and 5.0

Author: Joseph Bamidele Awotunde, Kamalakanta Muduli and Biswajit Brahma   Series: Advances in Computational Collective Intelligence

Computational Intelligence for Analysis of Trends in Industry 4.0 and 5.0
Hardcover

The book explores the intersection of cutting-edge technologies and industrial trends. Researching Artificial Intelligence, machine learning, and data analytics, it examines the transformative potential of computational intelligence in shaping the future of manufacturing and services.

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Summary

The book explores the intersection of cutting-edge technologies and industrial trends. Researching Artificial Intelligence, machine learning, and data analytics, it examines the transformative potential of computational intelligence in shaping the future of manufacturing and services.

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Description

Industry 4.0 and Industry 5.0 applications will revolutionize production, enabling smart manufacturing machines to interact with their environments. These machines will become self-aware, self-learning, and capable of real-time data interpretation for self-diagnosis and prevention of production issues. They will also self-calibrate and prioritize tasks to enhance production quality and efficiency.

Computational Intelligence for Analysis of Trends in Industry 4.0 and 5.0 examines the trends in applications that merge three key disciplines: Computational Intelligence (CI), Industry 4.0, and Industry 5.0. It presents solutions using industrial Internet of Things (IIoT) technologies, augmented by CI-based techniques, modeling, controls, estimations, applications, systems, and future scopes. These applications use data from smart sensors, processed through enhanced CI methods, to make smart automation more effective.

Industry 4.0 integrates data and intelligent automation into manufacturing, using technologies like CI, Internet of Things (IoT), IIoT, and cloud computing. It transforms data into actionable insights for decision-making and process optimization, essential for modern competitive businesses managing high-speed data integration in production processes. Currently, Industry 4.0 and Industry 5.0 are undergoing significant transformations due to advances in applying artificial intelligence (AI), big data analytics, telecommunication technologies, and control theory. These trends are increasingly multidisciplinary, integrating mechanical, control, and information technologies. However, they face technical challenges such as parametric uncertainties, external disturbances, sensor noise, and mechanical failures. To address these issues, this book examines trends such as CI technologies as fuzzy logic, neural networks, and reinforcement learning and their application to modeling, control, and estimation. It also covers recent advancements in IIoT sensors, microcontrollers, and big data analytics that further enhance CI-based solutions in Industry 4.0 and Industry 5.0 systems.

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About the Author

Joseph Bamidele Awotunde is a Lecturer II at the Computer Science Department, University of Ilorin, Ilorin, Nigeria. He is the author of more than 40 articles, 30 chapters in books, and more than 25 conference proceedings.

Kamalakanta Muduli is an Associate Professor in Papua New Guinea University of Technology.

Biswajit Brahma is a Senior Data Engineer at McKesson, USA.

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Product Details

Publisher
Taylor & Francis Ltd | Auerbach
Published
17th June 2025
Pages
462
ISBN
9781032869230

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