Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems
Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems
Click to enlarge
Author(s): Yang, Rui
ISBN No.: 9781032147260
Year: 202206
Format: Trade Cloth (Hard Cover)
Price: $ 82.43
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

"This book provides advanced techniques for precision compensation and fault diagnosis of precision motion systems and rotating machinery. Techniques and applications through experiments and case studies for intelligent precision compensation and fault diagnosis are offered along with the introduction of machine learning and deep learning methods. Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems discusses how to formulate and solve precision compensation and fault diagnosis problems. The book includes experimental results on hardware equipment used as practical examples throughout the book. Machine learning and deep learning methods used in intelligent precision compensation and intelligent fault diagnosis are introduced. Applications to deal with relevant problems concerning CNC machining and rotating machinery in industrial engineering systems are provided in detail along with applications used in precision motion systems. Methods, applications, and concepts offered in this book can help all professional engineers and students across many areas of engineering and operations management that are involved in any part of Industry 4.0 transformation"--.



To be able to view the table of contents for this publication then please subscribe by clicking the button below...
To be able to view the full description for this publication then please subscribe by clicking the button below...