Tao Peng

Orcid: 0000-0002-7662-0471

Affiliations:
  • 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 46 papers between 2016 and 2024.

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Bibliography

2024
A train dispatching model in case of segment blockages by integrating the prediction of delay propagation.
Neural Comput. Appl., 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

DSE-VAE: an Interpretable Fault Data Generation Method for the Traction Motors.
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

Fault Diagnosis Based on MI-DANN for Traction Motor Under Multi-working Conditions.
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 neural network-based fault diagnosis: a review.
CoRR, 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

Temperature Control-based FCS-MPC of Traction Converters<sup>*</sup>.
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
Temperature Balancing Method Based on FCSM<sup>2</sup> PC for Three-level Inverters.
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

Demagnetization Diagnosing in PMSM Based on SIDDTW Under Nonstationary Conditions.
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

Converter Lifetime Modeling Based on Online Rainflow Counting Algorithm.
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

Stacking Model-based Method for Traction Motor Fault Diagnosis.
Proceedings of the CAA Symposium on Fault Detection, 2019

Transistor Temperature Balancing Method for Three-level Inverters Based on FCS-MPC.
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

Comparison of Several Data-driven Models for Remaining Useful Life Prediction.
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

CCR Based Key Performance Indicator Monitoring Method for Industrial Processes.
Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018

An Adaptive Data-Driven Fault Detection Method for Monitoring Dynamic Process.
Proceedings of the IECON 2018, 2018

2017
A Fault-Injection Strategy for Traction Drive Control Systems.
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


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