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ORCIDTao Peng 0010
Person information
- affiliation: Central South University, School of Information Science and Engineering, Changsha, China
- affiliation (2004 - 2010): Hunan University of Technology, School of Electrical and Information Engineering, China
- affiliation (PhD 2005): Central South University, Changsha, China
- affiliation (2002 - 2003): University of Duisburg-Essen, Duisburg, Germany
- not to be confused with: Tao Peng 0011
Other persons with the same name
- Tao Peng — disambiguation page
- Tao Peng 0001
![[0000-0003-1701-6255]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-1701-6255")
— Beijing University of Posts and Telecommunications, MoE Key Laboratory of Universal Wireless Communication, China - Tao Peng 0002 — The University of Melbourne, Australia
- Tao Peng 0003 — Jilin University, College of Computer Science and Technology, Key Laboratory of Symbol Computation and Knowledge Engineering, Changchun, China
- Tao Peng 0004 — Bing Indexing and Knowledge team, Microsoft (and 1 more)
- Tao Peng 0005 — Sany Heavy Industry Co. (and 1 more)
- Tao Peng 0006 — Wuhan Textile University, School of Computer Science and Artificial Intelligence, China
- Tao Peng 0007 — Wuhan University, State Key Laboratory of Software Engineering, China
- Tao Peng 0008 — Southwestern University of Finance and Economics, Chengdu, China
- Tao Peng 0009 — Ningbo University, Advanced Technology Research Institute, Laboratory of Infrared Materials and Devices, China
- Tao Peng 0011 — Guangzhou University, School of Computer Science and Educational Software, China (and 1 more)
- Tao Peng 0012 — Zhejiang University, State Key Laboratory of Fluid Power and Mechatronic Systems, School of Mechanical Engineering, Hangzhou, China (and 1 more)
- Tao Peng 0013 — Soochow University, School of Future Science and Engineering, Suzhou, China (and 2 more)
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2020 – today
- 2024
[j20]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: 111331 (2024)- [j19]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): 3595-3611 (2024) - [j18]Jing Liao, Tao Peng, Yansong Xu, Gui Gui, Chao Yang, Chunhua Yang, Weihua Gui:
Task-orientated probabilistic damage model with interdependent degradation behaviors for RUL prediction of traction converter systems. Reliab. Eng. Syst. Saf. 250: 110302 (2024) - [j17]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): 6243-6254 (2024) - 2023
- [j16]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): 771-779 (2023) - [j15]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): 7790-7800 (2023) - [c28]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: 1-6 - [c27]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: 1-6 - [c26]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: 1-5 - [c25]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: 1-5 - [c24]Tao Peng, Xia Peng, Chao Yang, Zhiwen Chen, Xinyu Fan:
DSE-VAE: an Interpretable Fault Data Generation Method for the Traction Motors. IECON 2023: 1-6 - [c23]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: 1-6 - [c22]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: 1-6 - 2022
- [j14]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): 2355 (2022) - [j13]Zhiwen Chen, Ketian Liang, Tao Peng, Yang Wang:
Multi-Condition PMSM Fault Diagnosis Based on Convolutional Neural Network Phase Tracker. Symmetry 14(2): 295 (2022) - [j12]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): 1213-1217 (2022) - [j11]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): 9157-9169 (2022) - [j10]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): 6158-6172 (2022) - [c21]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: 109-114 - 2021
- [j9]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): 293-303 (2021) - [j8]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): 5259-5270 (2021) - [j7]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): 6379-6389 (2021) - [c20]Zhiwen Chen, Jiamin Xu, Tao Peng, Chunhua Yang, Xinyu Fan, Weihua Gui:
GCN-CAM: A new graph convolutional network-based fault diagnosis method with its interpretability analysis. CAA SAFEPROCESS 2021: 1-6 - [c19]Jinqiu Gao, Weihua Gui, Chao Yang, Hongwei Tao, Tao Peng:
Demagnetization Fault Detection based on Position-Frequency Analysis for PMSMs in Nonstationary Conditions. CAA SAFEPROCESS 2021: 1-5 - [c18]Tao Peng, Xiaolin Huang, Chao Yang, Zhiwen Chen, Qiang Liu, Xinyu Fan:
Temperature Control-based FCS-MPC of Traction Converters*. CAA SAFEPROCESS 2021: 1-6 - [c17]Hongwei Tao, Tao Peng, Chao Yang, ShiCai Yin, Zhiwen Chen, Xinyu Fan:
A Diagnosis method for IGBT and Current Sensor Faults of Two-level Inverter Used in Traction Systems. CAA SAFEPROCESS 2021: 1-6 - [c16]Zhiwen Chen, Jiamin Xu, Haobin Ke, Xinyu Fan, Tao Peng:
Graph convolution network-based fault diagnosis method for the rectifier of the high-speed train. ICPS 2021: 491-497 - [i1]Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri A. W. Shardt, Tao Peng, Chunhua Yang:
Graph neural network-based fault diagnosis: a review. CoRR abs/2111.08185 (2021) - 2020
- [c15]Xia Peng, Tao Peng, Zhiwen Chen, Chao Yang, Hongwei Tao:
Demagnetization Diagnosing in PMSM Based on SIDDTW Under Nonstationary Conditions. IECON 2020: 2617-2622 - [c14]Tao Peng, Liuxiang Dai, Zhiwen Chen, ChengLei Ye, Xia Peng:
A Probabilistic Finite State Automata-based Fault Detection Method for Traction Motor. ISIE 2020: 1199-1204 - [c13]Tao Peng, Feiran Xie, Chao Yang, Zhiwen Chen, Chunhua Yang:
Temperature Balancing Method Based on FCSM2 PC for Three-level Inverters. ISIE 2020: 1224-1229
2010 – 2019
- 2019
- [j6]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 66-II(2): 457-461 (2019) - [j5]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): 6321-6330 (2019) - [j4]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): 2710-2720 (2019) - [c12]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: 104-109 - [c11]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: 110-115 - [c10]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: 286-291 - [c9]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: 570-574 - [c8]Tao Peng, Feiran Xie, Chao Yang, Chunhua Yang:
Transistor Temperature Balancing Method for Three-level Inverters Based on FCS-MPC. CAA SAFEPROCESS 2019: 744-749 - [c7]Tao Peng, ChengLei Ye, Zhiwen Chen:
Stacking Model-based Method for Traction Motor Fault Diagnosis. CAA SAFEPROCESS 2019: 850-855 - [c6]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: 1737-1742 - [c5]Zhiwen Chen, Fei Gao, Chao Yang, Tao Peng, Lu Zhou, Chunhua Yang:
Converter Lifetime Modeling Based on Online Rainflow Counting Algorithm. ISIE 2019: 1743-1748 - 2018
- [j3]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): 1559-1567 (2018) - [c4]Zhiwen Chen, Tao Peng, Chunhua Yang, Fanbiao Li, Zhangming He:
An Adaptive Data-Driven Fault Detection Method for Monitoring Dynamic Process. IECON 2018: 5353-5358 - [c3]Zhiwen Chen, Chunhua Yang, Tao Peng, Yong Xie:
CCR Based Key Performance Indicator Monitoring Method for Industrial Processes. ISIE 2018: 945-950 - [c2]Zhiwen Chen, Tao Peng, Chunhua Yang, Wenfeng Hu:
A Data-Driven Fault Diagnosis Method for Static Processes with Periodic Disturbances. SMC 2018: 3147-3152 - 2017
- [j2]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): 5719-5727 (2017) - [c1]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: 805-809 - 2016
- [j1]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): 5953-5963 (2016)
Coauthor Index
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