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Tao Peng
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 42
Top Topics
Randomized Algorithm
Fuzzy Logic
Fault Diagnosis
Detection Method
Top Venues
CAA SAFEPROCESS
IECON
IEEE Trans. Ind. Electron.
ISIE
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Publications
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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)