Kaixiang Peng

Yixin Yin, Kaixiang Peng, Jie Dong, 2006, 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control.

Implementing multivariate statistics-based process monitoring: A comparison of basic data modeling approaches

Kaixiang Peng, Kai Zhang, Jie Dong, 2018, Neurocomputing.

An optimal fault detection approach for piecewise affine systems via diagnostic observers

Kaixiang Peng, Jianbin Qiu, Steven X. Ding, 2017, Autom..

Remaining Useful Life Prediction for Aircraft Engines Based on Grey Model

Kaixiang Peng, Kai Zhang, Chuanfang Zhang, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

Control of hot-rolling strip for Wavelet-based system identification approach

Kaixiang Peng, Jie Dong, Chaonan Tong, 2006, 2006 IEEE Conference on Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control.

Using the expected detection delay to assess the performance of different multivariate statistical process monitoring methods for multiplicative and drift faults.

Kaixiang Peng, Zhiwen Chen, Yuri A. W. Shardt, 2017, ISA transactions.

A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring

Kaixiang Peng, Kai Zhang, Steven X. Ding, 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).

A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill

Kaixiang Peng, Steven X. Ding, Shen Yin, 2013, IEEE Transactions on Industrial Informatics.

Data-driven quality related prediction and monitoring

Kaixiang Peng, Huijun Gao, Shen Yin, 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.

Event-triggered fault detection framework based on subspace identification method for the networked control systems

Kaixiang Peng, Jie Dong, Mengyuan Wang, 2017, Neurocomputing.

A novel plant-wide process monitoring framework based on distributed Gap-SVDD with adaptive radius

Kaixiang Peng, Jie Dong, Chuanfang Zhang, 2019, Neurocomputing.

A New Hierarchical Framework for Detection and Isolation of Multiple Faults in Complex Industrial Processes

Kaixiang Peng, Jie Dong, Liang Ma, 2019, IEEE Access.

Mining temporal association rules with frequent itemsets tree

Kaixiang Peng, Ling Wang, Jianyao Meng, 2018, Appl. Soft Comput..

Robot visual servo control based on fuzzy adaptive PID

Kaixiang Peng, Jie Dong, Yu Hu, 2012, 2012 International Conference on Systems and Informatics (ICSAI2012).

Adaptive Neural Control for Robotic Manipulators With Output Constraints and Uncertainties

Kaixiang Peng, Shuang Zhang, Zhao Yin, 2018, IEEE Transactions on Neural Networks and Learning Systems.

A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approaches ☆

Kaixiang Peng, Steven X. Ding, Zhiwen Chen, 2015 .

A Quality-Based Nonlinear Fault Diagnosis Framework Focusing on Industrial Multimode Batch Processes

Kaixiang Peng, Kai Zhang, Jie Dong, 2016, IEEE Transactions on Industrial Electronics.

Time-Varying Fault Diagnosis for Asynchronous Multisensor Systems Based on Augmented IMM and Strong Tracking Filtering

Kaixiang Peng, Yanyan Hu, Xiaoling Xue, 2018, J. Control. Sci. Eng..

A Novel Robust Semisupervised Classification Framework for Quality-Related Coupling Faults in Manufacturing Industries

Kaixiang Peng, Jie Dong, Liang Ma, 2020, IEEE Transactions on Industrial Informatics.

Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems

Kaixiang Peng, Jianbin Qiu, Steven X. Ding, 2019, IEEE Access.

Remaining Useful Life Estimation Based on Asynchronous Multisource Monitoring Information Fusion

Kaixiang Peng, Yanyan Hu, Xiaoling Xue, 2017, J. Control. Sci. Eng..

Modelling the strip thickness in hot steel rolling mills using least‐squares support vector machines

Johan A. K. Suykens, Kaixiang Peng, Steven X. Ding, 2018 .

A novel key performance indicator oriented hierarchical monitoring and propagation path identification framework for complex industrial processes.

Kaixiang Peng, Jie Dong, Liang Ma, 2019, ISA transactions.

A KPI-based process monitoring and fault detection framework for large-scale processes.

Kaixiang Peng, Xu Yang, Yuri A. W. Shardt, 2017, ISA transactions.

A Common and Individual Feature Extraction-Based Multimode Process Monitoring Method With Application to the Finishing Mill Process

Kaixiang Peng, Jie Dong, Kai Zhang, 2018, IEEE Transactions on Industrial Informatics.

Adaptive total PLS based quality-relevant process monitoring with application to the Tennessee Eastman process

Kaixiang Peng, Kai Zhang, Jie Dong, 2015, Neurocomputing.

A Novel Hierarchical Detection and Isolation Framework for Quality-Related Multiple Faults in Large-Scale Processes

Kaixiang Peng, Jie Dong, Liang Ma, 2020, IEEE Transactions on Industrial Electronics.

Data-Driven Quality Monitoring Techniques for Distributed Parameter Systems With Application to Hot-Rolled Strip Laminar Cooling Process

Kaixiang Peng, Jie Dong, Qiang Wang, 2018, IEEE Access.

Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy

Kaixiang Peng, Jie Dong, Liang Ma, 2018, Neurocomputing.

A Health Indicator Construction Method based on Deep Belief Network for Remaining Useful Life Prediction

Kaixiang Peng, Kai Zhang, Chuan Zhang, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

Analog circuit fault diagnosis based on artificial neural network and embedded system

Kaixiang Peng, Jie Dong, Fengjun Li, 2009, 2009 International Conference on Test and Measurement.

Just-in-Time Learning-Based Soft Sensor for Mechanical Properties of Strip Steel via Multi-Block Weighted Semisupervised Models

Kaixiang Peng, Jie Dong, Yingze Tian, 2020, IEEE Access.

A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process

Kaixiang Peng, Steven X. Ding, Xu Yang, 2020, IEEE Transactions on Industrial Electronics.

A Deep Belief Network-based Fault Detection Method for Nonlinear Processes

Kaixiang Peng, Zhiwen Chen, Xu Yang, 2018 .

A Plug-and-Play Monitoring and Control Architecture for Disturbance Compensation in Rolling Mills

Kaixiang Peng, Steven X. Ding, Minjia Krueger, 2016, IEEE/ASME Transactions on Mechatronics.

Assessment of T2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring

Kaixiang Peng, Kai Zhang, Steven X. Ding, 2017, J. Frankl. Inst..

Incremental feature weighting for fuzzy feature selection

Kaixiang Peng, Ling Wang, Jianyao Meng, 2019, Fuzzy Sets Syst..

An output probabilistic constrained control algorithm based on adaptive dynamic matrix control

Kaixiang Peng, Jie Dong, Ming Ding, 2018, 2018 37th Chinese Control Conference (CCC).

Diagnostic Observer-based Fault Detection Approach for T-S Fuzzy Systems

Kaixiang Peng, Linlin Li, 2019, 2019 9th International Conference on Information Science and Technology (ICIST).

Quality-relevant fault monitoring based on efficient projection to latent structures with application to hot strip mill process

Kaixiang Peng, Jie Dong, Bo You, 2015 .

Robot Obstacle Avoidance based on an Improved Ant Colony Algorithm

Yixin Yin, Kaixiang Peng, Jie Dong, 2009, 2009 WRI Global Congress on Intelligent Systems.

Hierarchical Monitoring and Root-Cause Diagnosis Framework for Key Performance Indicator-Related Multiple Faults in Process Industries

Kaixiang Peng, Jie Dong, Liang Ma, 2019, IEEE Transactions on Industrial Informatics.

Wide Area Coordinated Control of Multi-FACTS Devices to Damp Power System Oscillations

Kaixiang Peng, Ahmed Alsaedi, Tasawar Hayat, 2017 .

A new data-driven process monitoring scheme for key performance indictors with application to hot strip mill process

Kaixiang Peng, Xu Yang, Jie Dong, 2014, J. Frankl. Inst..

Recursive Subspace-based Predictive Control and Its Application to Fault-tolerant Control

Kaixiang Peng, Steven X. Ding, Xu Yang, 2018 .

A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations

Kaixiang Peng, Jianbin Qiu, Steven X. Ding, 2018, IEEE Transactions on Fuzzy Systems.

A practical propagation path identification scheme for quality-related faults based on nonlinear dynamic latent variable model and partitioned Bayesian network

Kaixiang Peng, Jie Dong, Liang Ma, 2018, J. Frankl. Inst..

IVFH*: Real-time dynamic obstacle avoidance for mobile robots

Kaixiang Peng, Jie Dong, Xueming Ma, 2010, ICARCV.

Industrial Process Coordinated and Controlled Based on Multi-Agent Technology

Yixin Yin, Kaixiang Peng, Jie Dong, 2008 .

Quality Monitoring and Root Cause Diagnosis for Industrial Processes Based on Lasso-SAE-CCA

Kaixiang Peng, Jie Dong, Liang Ma, 2019, IEEE Access.

Kaixiang Peng, Kai Zhang, Jie Dong, 2016, Neurocomputing.

Unit-level modelling for KPI of batch hot strip mill process using dynamic partial least squares

Kaixiang Peng, Steven X. Ding, Yuri A.W. Shardt, 2015 .

New kernel independent and principal components analysis-based process monitoring approach with application to hot strip mill process

Gang Li, Kaixiang Peng, Kai Zhang, 2014 .

An Efficient Quality-Related Fault Diagnosis Method for Real-Time Multimode Industrial Process

Kaixiang Peng, Jie Dong, Bingzheng Wang, 2017, J. Control. Sci. Eng..

Contribution rate plot for nonlinear quality-related fault diagnosis with application to the hot strip mill process

Kaixiang Peng, Donghua Zhou, Gang Li, 2013 .

A deep belief network based health indicator construction and remaining useful life prediction using improved particle filter

Kaixiang Peng, Jie Dong, Yanting Pi, 2019, Neurocomputing.

Multi-resolution hardness feed-forward automatic gauge control for hot-rolling mill based on wavelets

Kaixiang Peng, Zhenglin Wang, Yikang Sun, 2005, Proceedings of the 2005, American Control Conference, 2005..

Performance-based fault detection and fault-tolerant control for automatic control systems

Kaixiang Peng, Steven X. Ding, Ying Yang, 2019, Autom..

Strip shape modeling and its setup strategy in hot strip mill process

Kaixiang Peng, Kai Xue, Liang Zhao, 2014 .

Integration of fault diagnosis and control based on residual decoupling

Kaixiang Peng, Jie Dong, Hao Jing, 2019 .

Monitoring of Nonlinear Processes With Multiple Operating Modes Through a Novel Gaussian Mixture Variational Autoencoder Model

Kaixiang Peng, Peng Tang, Jie Dong, 2020, IEEE Access.

Kernel dynamic latent variable model for process monitoring with application to hot strip mill process

Gang Li, Kaixiang Peng, Tao Yuan, 2017 .

Calculation and Analysis of Temperature Distribution in Hot Rolling Strip

Kaixiang Peng, Kai-xiang Peng, 2013 .

A Comparison of Different Statistics for Detecting Multiplicative Faults in Multivariate Statistics-Based Fault Detection Approaches

Kaixiang Peng, Yuri A. W. Shardt, Kai Zhang, 2018, IEEE Access.

A novel data-based quality-related fault diagnosis scheme for fault detection and root cause diagnosis with application to hot strip mill process

Kaixiang Peng, Jie Dong, Liang Ma, 2017 .

A classification and regression algorithm based on quantitative association rule tree

Kaixiang Peng, Hua Sun, Ling Wang, 2016, J. Intell. Fuzzy Syst..

A Novel Multilabel Classification Framework for Coupling Faults in Hot Rolling Processes

Kaixiang Peng, Jie Dong, Liang Ma, 2021 .

A novel key performance indicator oriented process monitoring method based on multiple information extraction and support vector data description

Kaixiang Peng, Liang Ma, Xueyi Zhang, 2021, The Canadian Journal of Chemical Engineering.

A Residual-Generator-Based Plug-and-Play Control Scheme Toward Enhancing Power Quality in AC Microgrids

Kaixiang Peng, Hui Fan, Shanna Luo, 2021, IEEE Transactions on Industrial Electronics.

Sensor and Actuator Fault Diagnosis for Robot Joint Based on Deep CNN

Kaixiang Peng, Jinghui Pan, Lili Qu, 2021, Entropy.

Boundary Output Feedback Control for a Flexible Two-Link Manipulator System With High-Gain Observers

Wei He, Kaixiang Peng, Rui Liu, 2021, IEEE Transactions on Control Systems Technology.

A variational autoencoders approach for process monitoring and fault diagnosis

Kaixiang Peng, Ruihua Jiao, Kai Zhang, 2021, International Journal of System Control and Information Processing.

Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks

Kaixiang Peng, Ruihua Jiao, Jie Dong, 2021, IEEE/CAA Journal of Automatica Sinica.

Robust Backstepping Control for Cold Rolling Main Drive System with Nonlinear Uncertainties

Kaixiang Peng, Chaonan Tong, Xu Yang, 2013 .

Fault detection for piecewise affine systems with application to ship propulsion systems.

Kaixiang Peng, Jianbin Qiu, Ying Yang, 2017, ISA transactions.

A Data-Driven Fault Detection Approach with Performance Optimization†

Kaixiang Peng, Steven X. Ding, Ying Yang, 2018 .