Filter-based fault diagnosis and remaining useful prediction. (2023)
- Record Type:
- Book
- Title:
- Filter-based fault diagnosis and remaining useful prediction. (2023)
- Main Title:
- Filter-based fault diagnosis and remaining useful prediction
- Further Information:
- Note: Yong Zhang, Zidong Wang, Ye Yuan.
- Authors:
- Zhang, Yong
Wang, Zidong, 1966-
Yuan, Ye - Contents:
- Chapter 1. Introduction 1.1 Introduction; 1.2 Fault Diagnosis; 1.3 Remaining Useful Life Prediction; 1.4 Outline of This Book Chapter 2. Filter/Estimator Design of Networked Multirate Sampled Systems with Network-induced Phenomena 2.1 Estimator Design with Measurement Quantization and Sensor Failures; 2.2 Finite-time Filter Design with Event-based Relay and Fading Channels; 2.3 Conclusion Chapter 3. Fault Detection of Networked Multirate Systems with Filter-based Methods 3.1 Fault Detection with Fading Measurements and Randomly Occurring Faults; 3.2 Fault Detection with Dynamic Quantization and Intermittent Faults; 3.3 Conclusion Chapter 4. Fault Diagnosis of Multirate Time-varying Systems with Filter-based Methods 4.1 Event-based Fault Diagnosis with Constrained Fault; 4.2 Event-based Fault Diagnosis with Bounded Unknown Fault; 4.3 Conclusion Chapter 5. Fault Diagnosis of Modular Multilevel Converters with Machine Learning Methods 5.1 Fault Diagnosis with Mixed Kernel Support Tensor Machine; 5.2 Fault Diagnosis with Synchrosqueezing Transform and Optimized Deep CNN; 5.3 Conclusion Chapter 6. Remaining Useful Life Prediction of Industrial Components with Filterbased Methods 6.1 Remaining Useful Life Prediction with Adaptive UKF and SVR; 6.2 Remaining Useful Life Prediction with ALF Optimized PF and LSTM; 6.3 Remaining Useful Life Prediction with Degradation Point Detection and EKF; 6.4 Conclusion Chapter 7. Remaining Useful Life Prediction of Industrial Components withChapter 1. Introduction 1.1 Introduction; 1.2 Fault Diagnosis; 1.3 Remaining Useful Life Prediction; 1.4 Outline of This Book Chapter 2. Filter/Estimator Design of Networked Multirate Sampled Systems with Network-induced Phenomena 2.1 Estimator Design with Measurement Quantization and Sensor Failures; 2.2 Finite-time Filter Design with Event-based Relay and Fading Channels; 2.3 Conclusion Chapter 3. Fault Detection of Networked Multirate Systems with Filter-based Methods 3.1 Fault Detection with Fading Measurements and Randomly Occurring Faults; 3.2 Fault Detection with Dynamic Quantization and Intermittent Faults; 3.3 Conclusion Chapter 4. Fault Diagnosis of Multirate Time-varying Systems with Filter-based Methods 4.1 Event-based Fault Diagnosis with Constrained Fault; 4.2 Event-based Fault Diagnosis with Bounded Unknown Fault; 4.3 Conclusion Chapter 5. Fault Diagnosis of Modular Multilevel Converters with Machine Learning Methods 5.1 Fault Diagnosis with Mixed Kernel Support Tensor Machine; 5.2 Fault Diagnosis with Synchrosqueezing Transform and Optimized Deep CNN; 5.3 Conclusion Chapter 6. Remaining Useful Life Prediction of Industrial Components with Filterbased Methods 6.1 Remaining Useful Life Prediction with Adaptive UKF and SVR; 6.2 Remaining Useful Life Prediction with ALF Optimized PF and LSTM; 6.3 Remaining Useful Life Prediction with Degradation Point Detection and EKF; 6.4 Conclusion Chapter 7. Remaining Useful Life Prediction of Industrial Components with Machine Learning Methods 7.1 Remaining Useful Life Prediction with WPT and Optimized SVR; 7.2 Remaining Useful Life Prediction with Complete Ensemble EMD and GRU; 7.3 Remaining Useful Life Prediction with PSR and Error Compensation; 7.4 Conclusion Chapter 8. Conclusions and Future Topics … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2023
- Extent:
- 1 online resource (296 pages), illustrations (black and white)
- Subjects:
- 620.0044
Fault location (Engineering) -- Mathematics
Industrial equipment - Languages:
- English
- ISBNs:
- 9781000835960
9781000835946 - Related ISBNs:
- 9781032362533
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.754227
- Ingest File:
- 18_040.xml