Filter-Based Fault Diagnosis and Remaining Useful Life Prediction
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Filter-Based Fault Diagnosis and Remaining Useful Life Prediction
Wang, Zidong; Yuan, Ye; Zhang, Yong
Taylor & Francis Ltd
10/2024
262
Mole
9781032362540
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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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Multirate Sampled Framework;Filter based Fault Detection;Time-Varying Systems;Machine Learning;Life Prediction;Automatic Control;Support Vector Regression;Modular Multilevel Converter;Fault Diagnosis;Lithium Ion Batteries;EKF;KF;UKF Algorithm;DCNN;WPT;Particle Impoverishment;UKF;Fault Detection Filters;Open Circuit Fault;Data Set;Rolling Element Bearings;Time Frequency Representations;EMD;Weight Degeneracy;Standard Particle Filter;Continuous Wavelet Transform;Double Exponential Model;Empirical Mode Decomposition Technique;Fault Detection Rate;EEMD
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.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Multirate Sampled Framework;Filter based Fault Detection;Time-Varying Systems;Machine Learning;Life Prediction;Automatic Control;Support Vector Regression;Modular Multilevel Converter;Fault Diagnosis;Lithium Ion Batteries;EKF;KF;UKF Algorithm;DCNN;WPT;Particle Impoverishment;UKF;Fault Detection Filters;Open Circuit Fault;Data Set;Rolling Element Bearings;Time Frequency Representations;EMD;Weight Degeneracy;Standard Particle Filter;Continuous Wavelet Transform;Double Exponential Model;Empirical Mode Decomposition Technique;Fault Detection Rate;EEMD
