Filter-Based Fault Diagnosis and Remaining Useful Life Prediction

This book unifies existing and emerging concepts concerning state estimation, fault detection, fault isolation and fault estimation on industrial systems with an emphasis on a variety of network-induced phenomena, fault diagnosis and remaining useful life for industrial equipment.

List of contents

1. Introduction . 2. Filter/Estimator Design of Networked Multirate Sampled Systems with Network-induced Phenomena. 3. Fault Detection of Networked Multirate Systems with Filter-based Methods. 4. Fault Diagnosis of Multirate Time-varying Systems with Filter-based Methods. 5. Fault Diagnosis of Modular Multilevel Converters with Machine Learning Methods. 6. Remaining Useful Life Prediction of Industrial Components with Filterbased Methods. 7. Remaining Useful Life Prediction of Industrial Components with Machine Learning Methods. 8. Conclusions and Future Topics.

Summary

This book unifies existing and emerging concepts concerning state estimation, fault detection, fault isolation and fault estimation on industrial systems with an emphasis on a variety of network-induced phenomena, fault diagnosis and remaining useful life for industrial equipment.

Product details

• Authors: Zidong Wang, Wang Zidong, Ye Yuan, Yong Zhang, Zhang Yong
• Publisher: Taylor and Francis
• Languages: English
• Product format: Paperback / Softback
• Released: 08.10.2024
• EAN: 9781032362540
• ISBN: 978-1-032-36254-0
• No. of pages: 262
• Weight: 453 g
• Illustrations: schwarz-weiss Illustrationen, Raster,schwarz-weiss, Zeichnungen, schwarz-weiss, Tabellen, schwarz-weiss
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; TECHNOLOGY & ENGINEERING / Electronics / General, TECHNOLOGY & ENGINEERING / Electrical, Production engineering, Electronics engineering, Energy, power generation, distribution and storage, Production and industrial engineering, Power generation & distribution