A KPI-related multiplicative fault diagnosis scheme for industrial processes. - Haiyang Hao; Kai Zhang 015; Steven X. Ding; Zhiwen Chen 001; Yaguo Lei; Zhikun Hu (ICCA, 2013)

Adaptive PCA based fault diagnosis scheme in imperial smelting process. - Zhikun Hu; Zhiwen Chen 001; Weihua Gui 001; Bin Jiang 001 (ICCA, 2013)

A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring. - Kai Zhang 015; Yuri A. W. Shardt; Zhiwen Chen 001; Steven X. Ding; Kaixiang Peng (CDC, 2016)

An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances. - Zhiwen Chen 001; Steven X. Ding; Hao Luo 003; Kai Zhang 015 (J. Frankl. Inst., 2017)

Assessment of T2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring. - Kai Zhang 015; Steven X. Ding; Yuri A. W. Shardt; Zhiwen Chen 001; Kaixiang Peng (J. Frankl. Inst., 2017)

An Adaptive Data-Driven Fault Detection Method for Monitoring Dynamic Process. - Zhiwen Chen 001; Tao Peng 010; Chunhua Yang 001; Fanbiao Li; Zhangming He (IECON, 2018)

CCR Based Key Performance Indicator Monitoring Method for Industrial Processes. - Zhiwen Chen 001; Chunhua Yang 001; Tao Peng 010; Yong Xie (ISIE, 2018)

A Data-Driven Fault Diagnosis Method for Static Processes with Periodic Disturbances. - Zhiwen Chen 001; Tao Peng 010; Chunhua Yang 001; Wenfeng Hu (SMC, 2018)

Probabilistic Nonlinear Soft Sensor Modeling Based on Generative Topographic Mapping Regression. - Xiaofeng Yuan; Zhiwen Chen 001; Yalin Wang 003 (IEEE Access, 2018)

Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms. - Zhiwen Chen 001; Steven X. Ding; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2018)

A comparison of OCMPM and OCSVM in motor and sensor fault detection for traction control system. - Zhiwen Chen 001; Zhuo Chen; Tao Peng 010; Ketian Liang; Chunhua Yang 001; Xu Yang 006 (CAA SAFEPROCESS, 2019)

Comparison of Several Data-driven Models for Remaining Useful Life Prediction. - Zhiwen Chen 001; Ketian Liang; Chao Yang 017; Tao Peng 010; Zhuo Chen; Chunhua Yang 001 (CAA SAFEPROCESS, 2019)

Random-Sampling-Based Performance Evaluation Method of Fault Detection and Diagnosis for Railway Traction System. - Dikai Fang; Tao Peng 010; Chao Yang 017; Zhiwen Chen 001; Hongwei Tao (CAA SAFEPROCESS, 2019)

Stacking Model-based Method for Traction Motor Fault Diagnosis. - Tao Peng 010; ChengLei Ye; Zhiwen Chen 001 (CAA SAFEPROCESS, 2019)

Data Fusion Based On-Line Product Quality Evaluation for the Manufacturing Process of Ternary Cathode Material. - Jiayang Dai; Shuang Tian; Ning Chen 009; Weihua Gui 001; Zhiwen Chen 001 (IECON, 2019)

Converter Lifetime Modeling Based on Online Rainflow Counting Algorithm. - Zhiwen Chen 001; Fei Gao; Chao Yang 017; Tao Peng 010; Lu Zhou; Chunhua Yang 001 (ISIE, 2019)

A Voltage-Based Open-Circuit Fault Diagnosis Approach for Single Phase Two-Level Converters. - Jingrong Zhang; Tao Peng 010; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001; Haoqiao Wen (ISIE, 2019)

Estimate Information Fusion Weight of WSNs Nodes Based on Truth Discovery Optimization Method Among Conflicting Sources of Data. - Kejiang Xiao; Zhiwen Chen 001; Chunhua Yang 001 (IEEE Access, 2019)

A Uniform Modeling Method Based on Open-Circuit Faults Analysis for NPC-Three-Level Converter. - Tao Peng 010; Hongwei Tao; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001; Weihua Gui 001; Hamid Reza Karimi (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

A Cumulative Canonical Correlation Analysis-Based Sensor Precision Degradation Detection Method. - Zhiwen Chen 001; Chunhua Yang 001; Tao Peng 010; Hanbing Dan; Changgeng Li; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2019)

A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring. - Zhiwen Chen 001; Yue Cao 004; Steven X. Ding; Kai Zhang 015; Tim Koenings; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2019)

Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems. - Hongtian Chen; Hui Yi; Bin Jiang 001; Kai Zhang 015; Zhiwen Chen 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Demagnetization Diagnosing in PMSM Based on SIDDTW Under Nonstationary Conditions. - Xia Peng; Tao Peng 010; Zhiwen Chen 001; Chao Yang 017; Hongwei Tao (IECON, 2020)

A Probabilistic Finite State Automata-based Fault Detection Method for Traction Motor. - Tao Peng 010; Liuxiang Dai; Zhiwen Chen 001; ChengLei Ye; Xia Peng (ISIE, 2020)

Temperature Balancing Method Based on FCSM2 PC for Three-level Inverters. - Tao Peng 010; Feiran Xie; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001 (ISIE, 2020)

A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process. - Kai Zhang 015; Kaixiang Peng; Steven X. Ding; Zhiwen Chen 001; Xu Yang 006 (IEEE Trans. Ind. Electron., 2020)

A Condition Prediction Method of Blast Furnace Based on Flame Morphology Information. - Ting Cao; Zhaohui Jiang 001; Zhiwen Chen 001; Weihua Gui 001; Jinshi Liu; Jiancai Huang (CAA SAFEPROCESS, 2021)

GCN-CAM: A new graph convolutional network-based fault diagnosis method with its interpretability analysis. - Zhiwen Chen 001; Jiamin Xu; Tao Peng 010; Chunhua Yang 001; Xinyu Fan; Weihua Gui 001 (CAA SAFEPROCESS, 2021)

Temperature Control-based FCS-MPC of Traction Converters*. - Tao Peng 010; Xiaolin Huang; Chao Yang 017; Zhiwen Chen 001; Qiang Liu 018; Xinyu Fan (CAA SAFEPROCESS, 2021)

A Diagnosis method for IGBT and Current Sensor Faults of Two-level Inverter Used in Traction Systems. - Hongwei Tao; Tao Peng 010; Chao Yang 017; ShiCai Yin; Zhiwen Chen 001; Xinyu Fan (CAA SAFEPROCESS, 2021)

Graph convolution network-based fault diagnosis method for the rectifier of the high-speed train. - Zhiwen Chen 001; Jiamin Xu; Haobin Ke; Xinyu Fan; Tao Peng 010 (ICPS, 2021)

Graph neural network-based fault diagnosis: a review. - Zhiwen Chen 001; Jiamin Xu; Cesare Alippi; Steven X. Ding; Yuri A. W. Shardt; Tao Peng 010; Chunhua Yang 001 (CoRR, 2021)

A Review of Intelligent Fault Diagnosis for High-Speed Trains: Qualitative Approaches. - Chao Cheng; Jiuhe Wang; Hongtian Chen; Zhiwen Chen 001; Hao Luo 003; Pu Xie (Entropy, 2021)

A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection. - Zhiwen Chen 001; Chang Liu 061; Steven X. Ding; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001; Yuri A. W. Shardt (IEEE Trans. Ind. Electron., 2021)

A Data-Driven Health Monitoring Method Using Multiobjective Optimization and Stacked Autoencoder Based Health Indicator. - Zhiwen Chen 001; Rongjie Guo; Zhi Lin; Tao Peng 010; Xia Peng (IEEE Trans. Ind. Informatics, 2021)

Optimal Control of Chilled Water System With Ensemble Learning and Cloud Edge Terminal Implementation. - Shijun Deng; Zhiwen Chen 001; Fuhua Kuang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2021)

An Industrial Multilevel Knowledge Graph-Based Local-Global Monitoring for Plant-Wide Processes. - Hao Ren 005; Zhiwen Chen 001; Zhaohui Jiang 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2021)

An optimization control strategy for braking system of high-speed trains under partial loss of braking force. - Jiuhe Wang; Zhiyong Chen 001; Zhiwen Chen 001; Tao Peng 010; Lijuan Peng; Ruifeng Liu (ICCA, 2022)

Spatial-temporal associations representation and application for process monitoring using graph convolution neural network. - Hao Ren 005; Chunhua Yang 001; Xiaojun Liang; Zhiwen Chen 001; Weihua Gui 001 (CoRR, 2022)

Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems. - Linlin Li 005; Steven X. Ding; Ketian Liang; Zhiwen Chen 001; Ting Xue (CoRR, 2022)

Multi-Condition PMSM Fault Diagnosis Based on Convolutional Neural Network Phase Tracker. - Zhiwen Chen 001; Ketian Liang; Tao Peng 010; Yang Wang (Symmetry, 2022)

A Dynamic GLR-Based Fault Detection Method for Non-Gaussain Dynamic Processes. - Xiaogang Pan; Long Gao; Yuanyuan Jiao; Zhiwen Chen 001 (Symmetry, 2022)

A Single-Side Neural Network-Aided Canonical Correlation Analysis With Applications to Fault Diagnosis. - Hongtian Chen; Zhiwen Chen 001; Zheng Chai; Bin Jiang 001; Biao Huang 001 (IEEE Trans. Cybern., 2022)

Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge. - Zhiwen Chen 001; Jiamin Xu; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Cybern., 2022)

Concrete Crack Quantification Using Voxel-Based Reconstruction and Bayesian Data Fusion. - Chaobo Zhang; Maziar Jamshidi; Chih-Chen Chang; Xiaojun Liang; Zhiwen Chen 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2022)

A Coke Detection Method Based on Reweighting a Composite Feature for Mixed Material Recognition and Quantification. - Zhaohui Jiang 001; Jinhua Yu; Jinshi Liu; Zhiwen Chen 001; Weihua Gui 001; Ting Cao (IEEE Trans. Instrum. Meas., 2022)

A Deep Transfer Learning Fault Diagnosis Method Based on WGAN and Minimum Singular Value for Non-Homologous Bearing. - Jun He; Ming Ouyang; Zhiwen Chen 001; Danfeng Chen; Shiya Liu (IEEE Trans. Instrum. Meas., 2022)

Real-Time Fault Diagnosis of Pulse Rectifier in Traction System Based on Structural Model. - Xueming Li; Jiamin Xu; Zhiwen Chen 001; Shaolong Xu; Kan Liu 002 (IEEE Trans. Intell. Transp. Syst., 2022)

A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods. - Zhiwen Chen 001; Ketian Liang; Steven X. Ding; Chao Yang 017; Tao Peng 010; Xiaofeng Yuan (IEEE Trans. Neural Networks Learn. Syst., 2022)

Secure Data Transmission and Trustworthiness Judgement Approaches Against Cyber-Physical Attacks in an Integrated Data-Driven Framework. - Yuchen Jiang; Shimeng Wu; Hongyan Yang 001; Hao Luo 003; Zhiwen Chen 001; Shen Yin; Okyay Kaynak (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Performance Monitoring and Trend Visualization of Chillers Based on Principal Component Analysis and Its Application. - Qiao Deng; Zhiwen Chen 001; Peng Tang; Tao Peng 010; Chunhua Yang 001 (SAFEPROCESS, 2023)

A Distributed Connectivity Optimization Method for Coverage Control of the Multi-agent System. - Zheyuan Ning; Hao Wang 198; Hao Luo 003; Yuchen Jiang; Mingyi Huo; Zhiwen Chen 001 (IECON, 2023)

DSE-VAE: an Interpretable Fault Data Generation Method for the Traction Motors. - Tao Peng 010; Xia Peng; Chao Yang 017; Zhiwen Chen 001; Xinyu Fan (IECON, 2023)

Association Hierarchical Representation Learning for Plant-Wide Process Monitoring by Using Multilevel Knowledge Graph. - Hao Ren 005; Zhiwen Chen 001; Xiaojun Liang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Artif. Intell., 2023)

A Mechanism and Data Hybrid-Driven Method for Main Circuit Ground Fault Diagnosis in Electrical Traction System. - Qiang Ni; Xueming Li; Zhiwen Chen 001; Zhuoli Zhao; Loi Lei Lai (IEEE Trans. Ind. Electron., 2023)

Oversmoothing Relief Graph Convolutional Network-Based Fault Diagnosis Method With Application to the Rectifier of High-Speed Trains. - Jiamin Xu; Haobin Ke; Zhiwen Chen 001; Xinyu Fan; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2023)

Sintering Process-Monitoring Method for Ternary Cathode Materials Based on Recurrent Variational Autoencoder. - Ning Chen 009; Muyan Xie; Zhiwen Chen 001; Lu Jiang; Xu Li (IEEE Trans. Instrum. Meas., 2023)

Generated Pseudo-Labels Guided by Background Skeletons for Overcoming Under-Segmentation in Overlapping Particle Objects. - Jinshi Liu; Zhaohui Jiang 001; Ting Cao; Zhiwen Chen 001; Chaobo Zhang; Weihua Gui 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Multichannel Domain Adaptation Graph Convolutional Networks-Based Fault Diagnosis Method and With Its Application. - Zhiwen Chen 001; Haobin Ke; Jiamin Xu; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2023)

A Novel Particle Size Detection System Based on RGB-Laser Fusion Segmentation With Feature Dual-Recalibration for Blast Furnace Materials. - Jinshi Liu; Zhaohui Jiang 001; Weihua Gui 001; Zhiwen Chen 001 (IEEE Trans. Ind. Electron., 2023)

A Novel Distributed CVRAE-Based Spatio-Temporal Process Monitoring Method With Its Application. - Peng Tang; Kaixiang Peng; Zhiwen Chen 001; Jie Dong 004 (IEEE Trans. Ind. Informatics, 2023)

Online Performance Optimization for Railway Traction System Based on PnP Structure. - Zihan Lv; Xinyu Huang; Shaoqiang Liu; Xinyu Fan; Zhiwen Chen 001; Xueming Li (ICIT, 2024)

A Hybrid Process Data and Knowledge-Based Fault Diagnosis Method for Product Quality Monitoring of a Hot Rolling Mill. - Zhang Xiaowen; Kai Zhang 015; Zhiwen Chen 001; Linlin Li 005 (ICIT, 2024)

Blast Furnace Condition Recognizing in the Ironmaking Process Based on Prior Knowledge and Platt Scaling Probability. - Siyuan Xu; Zhaohui Jiang 001; Zhiwen Chen 001; Dong Pan; Haoyang Yu; Linlin Li 005 (ICIT, 2024)

OHCA-GCN: A novel graph convolutional network-based fault diagnosis method for complex systems via supervised graph construction and optimization. - Jiamin Xu; Haobin Ke; Zhaohui Jiang 001; Siwen Mo; Zhiwen Chen 001; Wei-Hua Gui 001 (Adv. Eng. Informatics, 2024)

Canonical Correlation Guided Deep Neural Network. - Zhiwen Chen 001; Siwen Mo; Haobin Ke; Steven X. Ding; Zhaohui Jiang 001; Chunhua Yang 001; Weihua Gui 001 (CoRR, 2024)

Overall particle size distribution estimation method based on kinetic modeling and transformer prediction. - Zhaohui Jiang 001; Jinshi Liu; Zhiwen Chen 001; Weichao Luo; Chaobo Zhang; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2024)

A novel positive-negative graph convolutional network-based fault diagnosis method with application to complex systems. - Jiamin Xu; Siwen Mo; Zhaohui Jiang 001; Zhiwen Chen 001; Weihua Gui 001; Hongwei Wang (Neurocomputing, 2024)

Adversarial domain adaptation network with MixMatch for incipient fault diagnosis of PMSM under multiple working conditions. - Xia Peng; Tao Peng 010; Chao Yang 017; ChengLei Ye; Zhiwen Chen 001; Chunhua Yang 001 (Knowl. Based Syst., 2024)

Multilevels Domain Alignment Adaptation-Based Transfer Fault Diagnosis Method for Different Machines. - He Jun; Xingda Chen; Zhiwen Chen 001; Shiya Liu; Zibin Chen (IEEE Trans. Instrum. Meas., 2024)

Hierarchical Packing Model: Estimating the Overall Particle Size Distribution From Surface Images and Permeability Properties. - Jinshi Liu; Zhaohui Jiang 001; Weihua Gui 001; Zhiwen Chen 001; Weichao Luo; Chaobo Zhang (IEEE Trans. Instrum. Meas., 2024)

A Dual Closed-Loop Digital Twin Construction Method for Optimizing the Copper Disc Casting Process. - Zhaohui Jiang 001; Chuan Xu; Jinshi Liu; Weichao Luo; Zhiwen Chen 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2024)

Real-Time Multi-Sensor Joint Fault Diagnosis Method for Permanent Magnet Traction Drive Systems Based on Structural Analysis. - Weiwei Gan; Xueming Li; Dong Wei; Rongjun Ding; Kan Liu 002; Zhiwen Chen 001 (Sensors, 2024)

JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains. - Zhiwen Chen 001; Wenying Chen; Xinyu Fan; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems. - Long Gao; Donghui Li; Zhiwen Chen 001; Steven X. Ding; Hao Luo 003 (IEEE Trans. Ind. Electron., 2024)

Dynamic Inner Canonical Variate Network for Incipient Fault Monitoring. - Qiang Liu 018; Congcong Zhang; Chao Yang 019; Zhiwen Chen 001; Jinliang Ding (IEEE Trans. Ind. Informatics, 2024)

Iterative Search-Based RAG: Using Iterative Retrieval for Efficient Large Language Model Enhancement in Industrial Fault Diagnosis. - Jiamin Xu; Zhiwen Chen 001; Zhaohui Jiang 001; Dong Zhao 004; Linlin Li 005 (ICPS, 2025)

A novel two-stage variables contribution analysis method toward explainable graph convolutional network-based industrial fault diagnosis. - Jiamin Xu; Siwen Mo; Zhiwen Chen 001; Haobin Ke; Zhaohui Jiang 001 (Eng. Appl. Artif. Intell., 2025)

A new generative adversarial networks-based fault diagnosis framework: Learning a mapping to estimate fault. - Ling Li; Zhuofu Pan; Yucheng Ma; Zhiwen Chen 001; Jie Chen; Yalin Wang 003 (Neurocomputing, 2025)

Fault diagnosis for complex systems: A differential sensitivity-aided canonical correlation analysis approach. - Haoxiang Liang; Zhiyong Chen 001; Zhiwen Chen 001; Zhile Du; Hao Luo 003; Chao Cheng (J. Frankl. Inst., 2025)

Semi-supervised ISA: A novel industrial knowledge graph construction method enhanced by the fault log corpus analysis and semi-supervised learning. - Jiamin Xu; Siwen Mo; Zixuan Xu; Zhiwen Chen 001; Chao Yang; Zhaohui Jiang 001 (Reliab. Eng. Syst. Saf., 2025)

Occlusion Segmentation: Restore and Segment Invisible Areas for Particle Objects. - Jinshi Liu; Zhaohui Jiang 001; Weihua Gui 001; Zhiwen Chen 001; Chaobo Zhang (IEEE Trans Autom. Sci. Eng., 2025)

A Noise-Resilient Fault Diagnosis Method Based on Optimized Residual Networks. - Zhiwen Chen 001; Jiakun Liu; Zhile Du; Xinyu Fan; Hao Luo 003 (IEEE Trans. Instrum. Meas., 2025)

A Variational Graph Autoencoder Aided Canonical Correlation Analysis-Based Online Abnormal Patterns Detection Method for Buildings HVAC Systems. - Xiaogang Pan; Qiao Deng; Yuanyuan Jiao; Zhiwen Chen 001 (IEEE Trans. Consumer Electron., 2025)

A Distributed Monitoring Method for Ternary Cathode Materials Sintering Process Based on Gaussianity Preserved DNN-Aided CCA. - Muyan Xie; Ning Chen 009; Zhiwen Chen 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2025)

Abnormal Condition Recognition of Blast Furnace Ironmaking Process Based on Time Series - Image Jointly Driven Deep Neural Network. - Siyuan Xu; Dong Pan; Zhiwen Chen 001; Yurong Fang; Xiaoning Qiu; Zhaohui Jiang 001 (IEEE Trans. Ind. Informatics, 2025)