Smart Monitoring of Rotating Machinery for Industry 4.0

This book provides an overview of current methods for the intelligent monitoring of rotating machines, covering smart monitoring foundations, machine learning and statistical models, real-world case studies, and research trends. It is designed for academics and professionals dealing with condition monitoring and mechanical and production engineering issues in the era of industry 4.0.

Format: Hardback
Length: 178 pages
Publication date: 21 August 2021
Publisher: Springer Nature Switzerland AG

This comprehensive book provides a thorough exploration of cutting-edge techniques for the intelligent monitoring of rotating machines. It delves into the foundational principles of smart monitoring, equipping readers with the knowledge and skills necessary to create effective machine learning and statistical models for addressing critical challenges, such as managing and analyzing vast datasets. Furthermore, the book showcases real-world case studies, highlighting practical issues and proposing solutions to them. It offers a wealth of information on current research trends and innovative strategies for tackling emerging practical issues in the era of industry 4.0. Whether you are an academic or a professional involved in condition monitoring, mechanical, or production engineering, this book is an invaluable resource for staying up-to-date with the latest developments and advancements in the field.

Weight: 448g
Dimension: 235 x 155 (mm)
ISBN-13: 9783030795184
Edition number: 1st ed. 2022