Tao Peng
Orcid: 0000-0002-7662-0471Affiliations:
- Central South University, School of Information Science and Engineering, Changsha, China
- Hunan University of Technology, School of Electrical and Information Engineering, China (2004 - 2010)
- Central South University, Changsha, China (PhD 2005)
- University of Duisburg-Essen, Duisburg, Germany (2002 - 2003)
According to our database1,
Tao Peng
authored at least 49 papers
between 2016 and 2024.
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Bibliography
2024
JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
Task-orientated probabilistic damage model with interdependent degradation behaviors for RUL prediction of traction converter systems.
Reliab. Eng. Syst. Saf., 2024
A train dispatching model in case of segment blockages by integrating the prediction of delay propagation.
Neural Comput. Appl., 2024
Adversarial domain adaptation network with MixMatch for incipient fault diagnosis of PMSM under multiple working conditions.
Knowl. Based Syst., 2024
2023
Multichannel Domain Adaptation Graph Convolutional Networks-Based Fault Diagnosis Method and With Its Application.
IEEE Trans. Ind. Informatics, June, 2023
Oversmoothing Relief Graph Convolutional Network-Based Fault Diagnosis Method With Application to the Rectifier of High-Speed Trains.
IEEE Trans. Ind. Informatics, 2023
A LADRC-based Control Strategy with Performance Guarantee for On-board SC ESS of Urban Rail Traction.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
An Energy Control Strategy Based on Adaptive Fuzzy Logic for Onboard Hybrid Energy Storage System.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Fault Diagnosis Based on Sliding Mode Observer and Signal Analysis for PMSM Current Sensor.
Proceedings of the CAA Symposium on Fault Detection, 2023
Fault Detection Based on Variable Weight Dynamic Time Warping for Asynchronous Motor Interturn Short Circuit.
Proceedings of the CAA Symposium on Fault Detection, 2023
Proceedings of the CAA Symposium on Fault Detection, 2023
Performance Monitoring and Trend Visualization of Chillers Based on Principal Component Analysis and Its Application.
Proceedings of the CAA Symposium on Fault Detection, 2023
2022
A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods.
IEEE Trans. Neural Networks Learn. Syst., 2022
Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge.
IEEE Trans. Cybern., 2022
Power-Estimation-Based Synchronous Rectification Solution for Bidirectional DAB-LLC Converter.
IEEE Trans. Circuits Syst. II Express Briefs, 2022
Multi-Condition PMSM Fault Diagnosis Based on Convolutional Neural Network Phase Tracker.
Symmetry, 2022
Voltage and Current Sensor Fault Diagnosis Method for Traction Converter with Two Stator Current Sensors.
Sensors, 2022
An optimization control strategy for braking system of high-speed trains under partial loss of braking force.
Proceedings of the 17th IEEE International Conference on Control & Automation, 2022
2021
A Data-Driven Health Monitoring Method Using Multiobjective Optimization and Stacked Autoencoder Based Health Indicator.
IEEE Trans. Ind. Informatics, 2021
Single-Stage DAB-LLC Hybrid Bidirectional Converter With Tight Voltage Regulation Under DCX Operation.
IEEE Trans. Ind. Electron., 2021
A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection.
IEEE Trans. Ind. Electron., 2021
Graph convolution network-based fault diagnosis method for the rectifier of the high-speed train.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021
A Diagnosis method for IGBT and Current Sensor Faults of Two-level Inverter Used in Traction Systems.
Proceedings of the CAA Symposium on Fault Detection, 2021
Proceedings of the CAA Symposium on Fault Detection, 2021
Demagnetization Fault Detection based on Position-Frequency Analysis for PMSMs in Nonstationary Conditions.
Proceedings of the CAA Symposium on Fault Detection, 2021
GCN-CAM: A new graph convolutional network-based fault diagnosis method with its interpretability analysis.
Proceedings of the CAA Symposium on Fault Detection, 2021
2020
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
A Probabilistic Finite State Automata-based Fault Detection Method for Traction Motor.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
2019
A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring.
IEEE Trans. Ind. Informatics, 2019
A Cumulative Canonical Correlation Analysis-Based Sensor Precision Degradation Detection Method.
IEEE Trans. Ind. Electron., 2019
A Uniform Modeling Method Based on Open-Circuit Faults Analysis for NPC-Three-Level Converter.
IEEE Trans. Circuits Syst. II Express Briefs, 2019
A Voltage-Based Open-Circuit Fault Diagnosis Approach for Single Phase Two-Level Converters.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019
Open-Circuit Fault Diagnostic Method for Three-level Inverters Based on Park's Vector.
Proceedings of the CAA Symposium on Fault Detection, 2019
Proceedings of the CAA Symposium on Fault Detection, 2019
Proceedings of the CAA Symposium on Fault Detection, 2019
Random-Sampling-Based Performance Evaluation Method of Fault Detection and Diagnosis for Railway Traction System.
Proceedings of the CAA Symposium on Fault Detection, 2019
Proceedings of the CAA Symposium on Fault Detection, 2019
A comparison of OCMPM and OCSVM in motor and sensor fault detection for traction control system.
Proceedings of the CAA Symposium on Fault Detection, 2019
2018
Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms.
IEEE Trans. Ind. Electron., 2018
A Data-Driven Fault Diagnosis Method for Static Processes with Periodic Disturbances.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018
Proceedings of the IECON 2018, 2018
2017
IEEE Trans. Ind. Electron., 2017
An interleaved parallel bidirectional DC/DC converter topology with the function of fault tolerance.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
2016
Open-Switch Fault Diagnosis and Fault Tolerant for Matrix Converter With Finite Control Set-Model Predictive Control.
IEEE Trans. Ind. Electron., 2016