Tao Peng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 42

Top Topics

Randomized Algorithm

Fault Diagnosis

Detection Method

Top Venues

CAA SAFEPROCESS

IEEE Trans. Ind. Electron.

Publications

Han Yang, Wenfeng Hu, Shan Ma, Tao Peng
A train dispatching model in case of segment blockages by integrating the prediction of delay propagation. Neural Comput. Appl. 36 (7) (2024)
Xia Peng, Tao Peng, Chao Yang, ChengLei Ye, Zhiwen Chen, Chunhua Yang
Adversarial domain adaptation network with MixMatch for incipient fault diagnosis of PMSM under multiple working conditions. Knowl. Based Syst. 284 (2024)
Zhiwen Chen, Wenying Chen, Xinyu Fan, Tao Peng, Chunhua Yang
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. 35 (5) (2024)
Tao Peng, Kefan Yao, Yansong Xu, Chao Yang, Yanghe Liu, Xu Yang
A LADRC-based Control Strategy with Performance Guarantee for On-board SC ESS of Urban Rail Traction. IECON (2023)
Tao Peng, Xia Peng, Chao Yang, Zhiwen Chen, Xinyu Fan
DSE-VAE: an Interpretable Fault Data Generation Method for the Traction Motors. IECON (2023)
Xinrui Li, Tao Peng, Xia Peng, Chao Yang, Shangbao Li, Jihong Luo
Fault Diagnosis Based on MI-DANN for Traction Motor Under Multi-working Conditions. SAFEPROCESS (2023)
Zhiwen Chen, Haobin Ke, Jiamin Xu, Tao Peng, Chunhua Yang
Multichannel Domain Adaptation Graph Convolutional Networks-Based Fault Diagnosis Method and With Its Application. IEEE Trans. Ind. Informatics 19 (6) (2023)
Jiamin Xu, Haobin Ke, Zhiwen Chen, Xinyu Fan, Tao Peng, Chunhua Yang
Oversmoothing Relief Graph Convolutional Network-Based Fault Diagnosis Method With Application to the Rectifier of High-Speed Trains. IEEE Trans. Ind. Informatics 19 (1) (2023)
Qiao Deng, Zhiwen Chen, Peng Tang, Tao Peng, Chunhua Yang
Performance Monitoring and Trend Visualization of Chillers Based on Principal Component Analysis and Its Application. SAFEPROCESS (2023)
Jihong Luo, Tao Peng, Xia Peng, Chao Yang, Yansong Xu, Xinrui Li
Fault Detection Based on Variable Weight Dynamic Time Warping for Asynchronous Motor Interturn Short Circuit. SAFEPROCESS (2023)
Caili Mao, Tao Peng, Jinqiu Gao, Chao Yang, Junze Luo, Xinrui Li
Fault Diagnosis Based on Sliding Mode Observer and Signal Analysis for PMSM Current Sensor. SAFEPROCESS (2023)
Tao Peng, Rongchun Wan, Yansong Xu, Chao Yang, Jinqiu Gao, Xianyi Zhang
An Energy Control Strategy Based on Adaptive Fuzzy Logic for Onboard Hybrid Energy Storage System. IECON (2023)
Zhiwen Chen, Jiamin Xu, Tao Peng, Chunhua Yang
Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge. IEEE Trans. Cybern. 52 (9) (2022)
Zhiwen Chen, Ketian Liang, Tao Peng, Yang Wang
Multi-Condition PMSM Fault Diagnosis Based on Convolutional Neural Network Phase Tracker. Symmetry 14 (2) (2022)
Jiuhe Wang, Zhiyong Chen, Zhiwen Chen, Tao Peng, Lijuan Peng, Ruifeng Liu
An optimization control strategy for braking system of high-speed trains under partial loss of braking force. ICCA (2022)
Hongwei Tao, Tao Peng, Chao Yang, Jinqiu Gao, Chunhua Yang, Weihua Gui
Voltage and Current Sensor Fault Diagnosis Method for Traction Converter with Two Stator Current Sensors. Sensors 22 (6) (2022)
Yuefeng Liao, Guo Xu, Tao Peng, Yao Sun, Yongheng Yang, Wenjing Xiong
Power-Estimation-Based Synchronous Rectification Solution for Bidirectional DAB-LLC Converter. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Zhiwen Chen, Ketian Liang, Steven X. Ding, Chao Yang, Tao Peng, Xiaofeng Yuan
A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Yuefeng Liao, Guo Xu, Yao Sun, Tao Peng, Mei Su, Bin Guo, Wenjing Xiong
Single-Stage DAB-LLC Hybrid Bidirectional Converter With Tight Voltage Regulation Under DCX Operation. IEEE Trans. Ind. Electron. 68 (1) (2021)
Zhiwen Chen, Chang Liu, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui, Yuri A. W. Shardt
A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection. IEEE Trans. Ind. Electron. 68 (6) (2021)
Zhiwen Chen, Rongjie Guo, Zhi Lin, Tao Peng, Xia Peng
A Data-Driven Health Monitoring Method Using Multiobjective Optimization and Stacked Autoencoder Based Health Indicator. IEEE Trans. Ind. Informatics 17 (9) (2021)
Xia Peng, Tao Peng, Zhiwen Chen, Chao Yang, Hongwei Tao
Demagnetization Diagnosing in PMSM Based on SIDDTW Under Nonstationary Conditions. IECON (2020)
Tao Peng, Feiran Xie, Chao Yang, Zhiwen Chen, Chunhua Yang
PC for Three-level Inverters. ISIE (2020)
Tao Peng, Liuxiang Dai, Zhiwen Chen, ChengLei Ye, Xia Peng
A Probabilistic Finite State Automata-based Fault Detection Method for Traction Motor. ISIE (2020)
Zhiwen Chen, Yue Cao, Steven X. Ding, Kai Zhang, Tim Koenings, Tao Peng, Chunhua Yang, Weihua Gui
A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring. IEEE Trans. Ind. Informatics 15 (5) (2019)
Tao Peng, Feiran Xie, Chao Yang, Chunhua Yang
Transistor Temperature Balancing Method for Three-level Inverters Based on FCS-MPC. CAA SAFEPROCESS (2019)
Zhiwen Chen, Ketian Liang, Chao Yang, Tao Peng, Zhuo Chen, Chunhua Yang
Comparison of Several Data-driven Models for Remaining Useful Life Prediction. CAA SAFEPROCESS (2019)
Zhiwen Chen, Chunhua Yang, Tao Peng, Hanbing Dan, Changgeng Li, Weihua Gui
A Cumulative Canonical Correlation Analysis-Based Sensor Precision Degradation Detection Method. IEEE Trans. Ind. Electron. 66 (8) (2019)
Haoqiao Wen, Tao Peng, Hongwei Tao, Chao Yang
Open-Circuit Fault Diagnostic Method for Three-level Inverters Based on Park's Vector. CAA SAFEPROCESS (2019)
Tao Peng, ChengLei Ye, Zhiwen Chen
Stacking Model-based Method for Traction Motor Fault Diagnosis. CAA SAFEPROCESS (2019)
Zhiwen Chen, Zhuo Chen, Tao Peng, Ketian Liang, Chunhua Yang, Xu Yang
A comparison of OCMPM and OCSVM in motor and sensor fault detection for traction control system. CAA SAFEPROCESS (2019)
Jingrong Zhang, Tao Peng, Chao Yang, Zhiwen Chen, Chunhua Yang, Haoqiao Wen
A Voltage-Based Open-Circuit Fault Diagnosis Approach for Single Phase Two-Level Converters. ISIE (2019)
Zhiwen Chen, Fei Gao, Chao Yang, Tao Peng, Lu Zhou, Chunhua Yang
Converter Lifetime Modeling Based on Online Rainflow Counting Algorithm. ISIE (2019)
Tao Peng, Hongwei Tao, Chao Yang, Zhiwen Chen, Chunhua Yang, Weihua Gui, Hamid Reza Karimi
A Uniform Modeling Method Based on Open-Circuit Faults Analysis for NPC-Three-Level Converter. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Dikai Fang, Tao Peng, Chao Yang, Zhiwen Chen, Hongwei Tao
Random-Sampling-Based Performance Evaluation Method of Fault Detection and Diagnosis for Railway Traction System. CAA SAFEPROCESS (2019)
Zhiwen Chen, Tao Peng, Chunhua Yang, Fanbiao Li, Zhangming He
An Adaptive Data-Driven Fault Detection Method for Monitoring Dynamic Process. IECON (2018)
Zhiwen Chen, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui
Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms. IEEE Trans. Ind. Electron. 65 (2) (2018)
Zhiwen Chen, Tao Peng, Chunhua Yang, Wenfeng Hu
A Data-Driven Fault Diagnosis Method for Static Processes with Periodic Disturbances. SMC (2018)
Zhiwen Chen, Chunhua Yang, Tao Peng, Yong Xie
CCR Based Key Performance Indicator Monitoring Method for Industrial Processes. ISIE (2018)
Chunhua Yang, Chao Yang, Tao Peng, Xiaoyue Yang, Weihua Gui
A Fault-Injection Strategy for Traction Drive Control Systems. IEEE Trans. Ind. Electron. 64 (7) (2017)
Peng Yang, Tao Peng, Hanbing Dan, Hao Wang, Jian Yang, Hui Wang
An interleaved parallel bidirectional DC/DC converter topology with the function of fault tolerance. IECON (2017)
Tao Peng, Hanbing Dan, Jian Yang, Hui Deng, Qi Zhu, Chunsheng Wang, Weihua Gui, Josep M. Guerrero
Open-Switch Fault Diagnosis and Fault Tolerant for Matrix Converter With Finite Control Set-Model Predictive Control. IEEE Trans. Ind. Electron. 63 (9) (2016)