Yong Zhang, Zidong Wang, Ye Yuan

Filter-Based Fault Diagnosis and Remaining Useful Life Prediction

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: CRC Press
• Seitenzahl: 262
• Erscheinungstermin: 8. Oktober 2024
• Englisch
• Abmessung: 234mm x 156mm x 15mm
• Gewicht: 408g
• ISBN-13: 9781032362540
• ISBN-10: 1032362545
• Artikelnr.: 71557824

Autorenporträt

Yong Zhang

Inhaltsangabe

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.