Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Hardcover)

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.

General

Imprint:	Taylor & Francis
Country of origin:	United Kingdom
Series:	Advances in Intelligent Decision-Making, Systems Engineering, and Project Management
Release date:	May 2022
Authors:	Rui Yang • Maiying Zhong
Dimensions:	234 x 156 x 13mm (L x W x T)
Format:	Hardcover
Pages:	80
ISBN-13:	978-1-03-214725-3
Categories:	Books > Professional & Technical > Technology: general issues > Engineering: general Books > Professional & Technical > Environmental engineering & technology > General Books > Business & Economics > Business & management > Management of specific areas > Production & quality control management Books > Professional & Technical > Industrial chemistry & manufacturing technologies > Other manufacturing technologies > General Books > Professional & Technical > Civil engineering, surveying & building > Hydraulic engineering > General Books > Computing & IT > Applications of computing > Artificial intelligence > Neural networks Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General Promotions
LSN:	1-03-214725-3
Barcode:	9781032147253

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