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)

A data-based performance management framework for large-scale industrial processes. - Haiyang Hao; Kai Zhang 015; Steven X. Ding; Adel Haghani; Hao Luo 003 (CCA, 2014)

A data-driven fault detection approach for static processes with deterministic disturbances. - Hao Luo 003; Steven X. Ding; Kai Zhang 015; Shen Yin (ISIE, 2014)

A new data-driven process monitoring scheme for key performance indictors with application to hot strip mill process. - Kaixiang Peng; Kai Zhang 015; Jie Dong 004; Xu Yang 006 (J. Frankl. Inst., 2014)

Adaptive total PLS based quality-relevant process monitoring with application to the Tennessee Eastman process. - Jie Dong 004; Kai Zhang 015; Ya Huang; Gang Li; Kaixiang Peng (Neurocomputing, 2015)

Quality-related prediction and monitoring of multi-mode processes using multiple PLS with application to an industrial hot strip mill. - Kaixiang Peng; Kai Zhang 015; Bo You; Jie Dong 004 (Neurocomputing, 2015)

Quality-relevant fault detection and diagnosis for hot strip mill process with multi-specification and multi-batch measurements. - Kaixiang Peng; Kai Zhang 015; Jie Dong 004; Bo You (J. Frankl. Inst., 2015)

Performance Assessment for Process Monitoring and Fault Detection Methods - Kai Zhang 015 (Springer Vieweg, 2016)

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)

Quality-related process monitoring for dynamic non-Gaussian batch process with multi-phase using a new data-driven method. - Kaixiang Peng; Qianqian Li; Kai Zhang 015; Jie Dong 004 (Neurocomputing, 2016)

A Quality-Based Nonlinear Fault Diagnosis Framework Focusing on Industrial Multimode Batch Processes. - Kaixiang Peng; Kai Zhang 015; Bo You; Jie Dong 004; Zidong Wang 001 (IEEE Trans. Ind. Electron., 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)

A novel dynamic non-Gaussian approach for quality-related fault diagnosis with application to the hot strip mill process. - Kai Zhang 015; Jie Dong 004; Kaixiang Peng (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)

A Comparison of Different Statistics for Detecting Multiplicative Faults in Multivariate Statistics-Based Fault Detection Approaches. - Kai Zhang 015; Kaixiang Peng; Yuri A. W. Shardt (IEEE Access, 2018)

Implementing multivariate statistics-based process monitoring: A comparison of basic data modeling approaches. - Kai Zhang 015; Kaixiang Peng; Ruohui Chu; Jie Dong 004 (Neurocomputing, 2018)

A Common and Individual Feature Extraction-Based Multimode Process Monitoring Method With Application to the Finishing Mill Process. - Kai Zhang 015; Kaixiang Peng; Jie Dong 004 (IEEE Trans. Ind. Informatics, 2018)

A Novel Scheme for Remaining Useful Life Prediction and Safety Assessment Based on Hybrid Method. - Ruihua Jiao; Kaixiang Peng; Kai Zhang 015; Liang Ma; Yanting Pi (CAA SAFEPROCESS, 2019)

A Kernel Canonical Correlation Analysis-Based Fault Detection Method with Application to a Hot Tandem Rolling Mill Process. - Tianjing Qi; Kai Zhang 015; Kaixiang Peng; Shanshan Zhao (CAA SAFEPROCESS, 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)

Monitoring of Nonlinear Processes With Multiple Operating Modes Through a Novel Gaussian Mixture Variational Autoencoder Model. - Peng Tang; Kaixiang Peng; Jie Dong 004; Kai Zhang 015; Shanshan Zhao (IEEE Access, 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 Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process. - Kai Zhang 015; Kaixiang Peng; Shanshan Zhao; Fan Wang 014 (IEEE Trans. Ind. Informatics, 2021)

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)

A Novel Fault Diagnosis Method for Power Transformers Based on Voiceprint Recognition Considering Multitype Noises. - Kai Zhang 015; Hongming Lu; Shuai Han; Xin Zhao (IEEE Trans. Instrum. Meas., 2025)