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.

About the author

Yong Zhang

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, Zidong (Brunel Un. Wang, Ye Yuan, Ye (Huazhong Univ. of Science & Tech. Yuan, Yong Zhang, Yong (Wuhan Univ. Of Science & Tech. Zhang
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 10.02.2023
• EAN: 9781032362533
• ISBN: 978-1-0-3236253-3
• No. of pages: 262
• Subject: Natural sciences, medicine, IT, technology > Technology > Heat, energy and power station engineering