Kai Zhang

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 17

Top Topics

Fault Detection

Multivariate Statistical

Detection Method

Tennessee Eastman

Top Venues

J. Frankl. Inst.

IEEE Trans. Ind. Informatics

IEEE Trans. Ind. Electron.

Publications

Zhang Xiaowen, Kai Zhang, Zhiwen Chen, Linlin Li
A Hybrid Process Data and Knowledge-Based Fault Diagnosis Method for Product Quality Monitoring of a Hot Rolling Mill. ICIT (2024)
Kai Zhang, Kaixiang Peng, Shanshan Zhao, Fan Wang
A Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process. IEEE Trans. Ind. Informatics 17 (9) (2021)
Kai Zhang, Kaixiang Peng, Steven X. Ding, Zhiwen Chen, Xu Yang
A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process. IEEE Trans. Ind. Electron. 67 (3) (2020)
Peng Tang, Kaixiang Peng, Jie Dong, Kai Zhang, Shanshan Zhao
Monitoring of Nonlinear Processes With Multiple Operating Modes Through a Novel Gaussian Mixture Variational Autoencoder Model. IEEE Access 8 (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)
Tianjing Qi, Kai Zhang, Kaixiang Peng, Shanshan Zhao
A Kernel Canonical Correlation Analysis-Based Fault Detection Method with Application to a Hot Tandem Rolling Mill Process. CAA SAFEPROCESS (2019)
Ruihua Jiao, Kaixiang Peng, Kai Zhang, Liang Ma, Yanting Pi
A Novel Scheme for Remaining Useful Life Prediction and Safety Assessment Based on Hybrid Method. CAA SAFEPROCESS (2019)
Hongtian Chen, Hui Yi, Bin Jiang, Kai Zhang, Zhiwen Chen
Data-Driven Detection of Hot Spots in Photovoltaic Energy Systems. IEEE Trans. Syst. Man Cybern. Syst. 49 (8) (2019)
Kai Zhang, Kaixiang Peng, Jie Dong
A Common and Individual Feature Extraction-Based Multimode Process Monitoring Method With Application to the Finishing Mill Process. IEEE Trans. Ind. Informatics 14 (11) (2018)
Kai Zhang, Kaixiang Peng, Yuri A. W. Shardt
A Comparison of Different Statistics for Detecting Multiplicative Faults in Multivariate Statistics-Based Fault Detection Approaches. IEEE Access 6 (2018)
Kai Zhang, Kaixiang Peng, Ruohui Chu, Jie Dong
Implementing multivariate statistics-based process monitoring: A comparison of basic data modeling approaches. Neurocomputing 290 (2018)
Zhiwen Chen, Steven X. Ding, Hao Luo, Kai Zhang
An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances. J. Frankl. Inst. 354 (1) (2017)
Kai Zhang, Steven X. Ding, Yuri A. W. Shardt, Zhiwen Chen, Kaixiang Peng
-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring. J. Frankl. Inst. 354 (2) (2017)
Kai Zhang, Jie Dong, Kaixiang Peng
A novel dynamic non-Gaussian approach for quality-related fault diagnosis with application to the hot strip mill process. J. Frankl. Inst. 354 (2) (2017)
Kaixiang Peng, Kai Zhang, Bo You, Jie Dong, Zidong Wang
A Quality-Based Nonlinear Fault Diagnosis Framework Focusing on Industrial Multimode Batch Processes. IEEE Trans. Ind. Electron. 63 (4) (2016)
Kaixiang Peng, Qianqian Li, Kai Zhang, Jie Dong
Quality-related process monitoring for dynamic non-Gaussian batch process with multi-phase using a new data-driven method. Neurocomputing 214 (2016)
Kai Zhang, Yuri A. W. Shardt, Zhiwen Chen, Steven X. Ding, Kaixiang Peng
A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring. CDC (2016)
Kaixiang Peng, Kai Zhang, Jie Dong, Bo You
Quality-relevant fault detection and diagnosis for hot strip mill process with multi-specification and multi-batch measurements. J. Frankl. Inst. 352 (3) (2015)
Kaixiang Peng, Kai Zhang, Bo You, Jie Dong
Quality-related prediction and monitoring of multi-mode processes using multiple PLS with application to an industrial hot strip mill. Neurocomputing 168 (2015)
Jie Dong, Kai Zhang, Ya Huang, Gang Li, Kaixiang Peng
Adaptive total PLS based quality-relevant process monitoring with application to the Tennessee Eastman process. Neurocomputing 154 (2015)
Hao Luo, Steven X. Ding, Kai Zhang, Shen Yin
A data-driven fault detection approach for static processes with deterministic disturbances. ISIE (2014)
Kaixiang Peng, Kai Zhang, Jie Dong, Xu Yang
A new data-driven process monitoring scheme for key performance indictors with application to hot strip mill process. J. Frankl. Inst. 351 (9) (2014)
Haiyang Hao, Kai Zhang, Steven X. Ding, Adel Haghani, Hao Luo
A data-based performance management framework for large-scale industrial processes. CCA (2014)
Haiyang Hao, Kai Zhang, Steven X. Ding, Zhiwen Chen, Yaguo Lei, Zhikun Hu
A KPI-related multiplicative fault diagnosis scheme for industrial processes. ICCA (2013)