Name: Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) (en Inglés)
SKU: 62950158
Price: 63.70 USD
Availability: InStock
Author: Rui Yang; Maiying Zhong
ISBN: 9781032147260

portada Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) (en Inglés)

Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) (en Inglés)

Formato

Libro Físico

Editorial

Crc Press

Autor

Rui Yang; Maiying Zhong

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

ISBN13

9781032147260

N° edición

Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) (en Inglés)

Rui Yang; Maiying Zhong (Autor) · Crc Press · Tapa Blanda

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Reseña del libro "Machine Learning-Based Fault Diagnosis for Industrial Engineering Systems (Advances in Intelligent Decision-Making, Systems Engineering, and Project Management) (en Inglés)"

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.