Filter-Based Fault Diagnosis and Remaining Useful Life Prediction

ISBN-13: 9781032362533 / Angielski / Twarda / 2023 / 296 str.

China) Yu Ye (Huazhong University of Science and Technology

Opis

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.

Spis treści

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.