Kaixiang Peng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 106

Top Venues

IEEE Trans. Instrum. Meas.

Neurocomputing

CAA SAFEPROCESS

IEEE Access

Publications

Jinghui Pan, Lili Qu, Kaixiang Peng
Fast and High Accuracy CSM Control Under Manipulator Actuator Fault Conditions. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Yue Sun, Ming Chen, Kaixiang Peng, Libing Wu, Cungen Liu
Finite-time adaptive optimal control of uncertain strict-feedback nonlinear systems based on fuzzy observer and reinforcement learning. Int. J. Syst. Sci. 55 (8) (2024)
Chi Zhang, Jie Dong, Kaixiang Peng, Ruitao Sun
Spatio-temporal feature extraction network based multi-performance indicators synergetic monitoring method for complex industrial processes. Expert Syst. Appl. 257 (2024)
Yue Sun, Ming Chen, Kaixiang Peng, Li-Bing Wu, Cun-Gen Liu
Fuzzy Observer-Based Finite-Time Command Filtered Tracking Control for Uncertain Strict-Feedback Nonlinear Systems with Sensor Faults. Int. J. Fuzzy Syst. 26 (2) (2024)
Qing Li, Yangfan Wang, Jie Dong, Chi Zhang, Kaixiang Peng
Multi-node knowledge graph assisted distributed fault detection for large-scale industrial processes based on graph attention network and bidirectional LSTMs. Neural Networks 173 (2024)
Qingquan Xu, Jie Dong, Kaixiang Peng, Xuyan Yang
A novel method of neural network model predictive control integrated process monitoring and applications to hot rolling process. Expert Syst. Appl. 237 (Part B) (2024)
Jie Dong, Ruitao Sun, Chi Zhang, Kaixiang Peng
Transferable Manifold Projection Embedded Dictionary Learning for Multimode Process Monitoring. IEEE Trans. Instrum. Meas. 73 (2024)
Xinyu Guan, Yanyan Hu, Kaixiang Peng
Stackelberg-Game-Based Sliding Mode Fault-Tolerant Secure Control for Cyber-Physical Systems Against Jamming Attacks and Multiple Physical Intermittent Faults. IEEE Trans. Netw. Sci. Eng. 11 (5) (2024)
Xuerui Cao, Kaixiang Peng, Ruihua Jiao
Degradation modeling and remaining life prediction for a multi-component system under triple uncertainties. Comput. Ind. Eng. 195 (2024)
Xueyi Zhang, Liang Ma, Kaixiang Peng, Chuanfang Zhang
A Novel Quality-Related Distributed Fault Diagnosis Framework for Large-Scale Sequential Manufacturing Processes. IEEE Trans. Ind. Informatics 20 (3) (2024)
Chi Zhang, Jie Dong, Sikun Meng, Zhiyu Cong, Kaixiang Peng
A Two-Layer Distributed Fault Diagnosis Method Based on Correlation Feature Transfer for Large-Scale Sequential Process Industries. IEEE Trans. Instrum. Meas. 73 (2024)
Dan Li, Ming Chen, Kaixiang Peng, Libing Wu
Fixed-time tracking control of manipulators based on non-singular fast terminal sliding surface. J. Intell. Fuzzy Syst. 46 (1) (2024)
Linlin Li, Haili Zhang, Steven X. Ding, Liang Qiao, Kaixiang Peng, Xin Peng
Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems. IEEE Trans. Fuzzy Syst. 32 (4) (2024)
Liang Ma, Mengwei Wang, Kaixiang Peng
Nonlinear Dynamic Granger Causality Analysis Framework for Root-Cause Diagnosis of Quality-Related Faults in Manufacturing Processes. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Xinyu Guan, Yanyan Hu, Kaixiang Peng
Finite-time switching-like sliding mode fault-tolerant control for discrete-time cyber-physical systems under DoS attacks and intermittent faults. Appl. Math. Comput. 469 (2024)
Hongji Qi, Ming Chen, Kaixiang Peng
Command Filtered Adaptive Fault-Tolerant Fixed-Time Control of Nonlinear Systems Based on Tuning Functions. Int. J. Fuzzy Syst. 26 (1) (2024)
En Fu, Yanyan Hu, Kaixiang Peng, Yuxin Chu
Supervised contrastive learning based dual-mixer model for Remaining Useful Life prediction. Reliab. Eng. Syst. Saf. 251 (2024)
Liang Ma, Mengwei Wang, Kaixiang Peng
A Spatiotemporal Industrial Soft Sensor Modeling Scheme for Quality Prediction With Missing Data. IEEE Trans. Instrum. Meas. 73 (2024)
En Fu, Yanyan Hu, Kaixiang Peng, Yuxin Chu
Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Prediction. CoRR (2024)
Xueyi Zhang, Liang Ma, Kaixiang Peng, Chuanfang Zhang, Muhammad Asfandyar Shahid
A cloud-edge collaboration based quality-related hierarchical fault detection framework for large-scale manufacturing processes. Expert Syst. Appl. 256 (2024)
Liang Ma, Mengwei Wang, Kaixiang Peng
A missing manufacturing process data imputation framework for nonlinear dynamic soft sensor modeling and its application. Expert Syst. Appl. 237 (Part A) (2024)
Xia Wu, Xu Yang, Jian Huang, Kaixiang Peng
Remaining useful life prediction for motor systems by iteratively updated wiener process based on closed-loop performance degradation monitoring. J. Syst. Control. Eng. 238 (1) (2024)
Liang Ma, Fuzhong Shi, Zijing Wu, Kaixiang Peng
A Survey of Few-shot Learning-based Compound Fault Diagnosis Methods for Industrial Processes. ICPS (2023)
Cuicui Zhang, Jie Dong, Hongjun Zhang, Kaixiang Peng
Distributed Quality-Related Process Monitoring Framework Using Parallel DVIB-VAE-mRMR for Large-Scale Processes. IEEE Trans. Instrum. Meas. 72 (2023)
Peng Tang, Kaixiang Peng, Zhiwen Chen, Jie Dong
A Novel Distributed CVRAE-Based Spatio-Temporal Process Monitoring Method With Its Application. IEEE Trans. Ind. Informatics 19 (11) (2023)
Jinghui Pan, Lili Qu, Kaixiang Peng
Corrigendum for "Research on robotic manipulator fault detection and diagnosis technology based on machine vision in complex environments". J. Field Robotics 40 (5) (2023)
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Yangfan Wang, Dongjie Hua
Exergy-related Operating Performance Assessment for Hot Rolling Process Based on Multiple imputation and Multi-class Support Vector Data Description. ICPS (2023)
Jinghui Pan, Kaixiang Peng, Weicun Zhang
From Nonlinear Dominant System to Linear Dominant System: Virtual Equivalent System Approach for Multiple Variable Self-Tuning Control System Analysis. Entropy 25 (1) (2023)
Ming Chen, Yingsen Li, Huanqing Wang, Kaixiang Peng, Libing Wu
Adaptive Fixed-Time Tracking Control for Nonlinear Systems Based on Finite-Time Command-Filtered Backstepping. IEEE Trans. Fuzzy Syst. 31 (5) (2023)
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang, Kaixuan Yang
A Robust Fault Classification Method for Streaming Industrial Data Based on Wasserstein Generative Adversarial Network and Semi-Supervised Ladder Network. IEEE Trans. Instrum. Meas. 72 (2023)
Jie Dong, Keren Cao, Kaixiang Peng
Hierarchical Causal Graph-Based Fault Root Cause Diagnosis and Propagation Path Identification for Complex Industrial Process Monitoring. IEEE Trans. Instrum. Meas. 72 (2023)
Ming Chen, Siyu An, Kaixiang Peng, Hongyan Sun
Fixed-time bounded H infinity tracking control of a single-joint manipulator system with input saturation. Int. J. Control 96 (9) (2023)
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Long Miao
A comprehensive operating performance assessment framework based on distributed Siamese gated recurrent unit for hot strip mill process. Appl. Soft Comput. 132 (2023)
Jinghui Pan, Lili Qu, Kaixiang Peng
Research on robotic manipulator fault detection and diagnosis technology based on machine vision in complex environments. J. Field Robotics 40 (2) (2023)
Xuerui Cao, Kaixiang Peng
Stochastic Uncertain Degradation Modeling and Remaining Useful Life Prediction Considering Aleatory and Epistemic Uncertainty. IEEE Trans. Instrum. Meas. 72 (2023)
Liang Ma, Mengwei Wang, Kaixiang Peng
Bidirectional Minimal Gated Unit-Based Nonlinear Dynamic Soft Sensor Modeling Framework for Quality Prediction in Process Industries. IEEE Trans. Instrum. Meas. 72 (2023)
Shannan Luo, Kaixiang Peng, Changbin Hu, Steven X. Ding, Hui Fan
A Residual-Generator-Based Plug-and-Play Control Scheme Toward Enhancing Power Quality in AC Microgrids. IEEE Trans. Ind. Electron. 69 (8) (2022)
Liang Ma, Jie Dong, Kaixiang Peng
A Novel Multilabel Classification Framework for Coupling Faults in Hot Rolling Processes. IEEE Trans. Control. Syst. Technol. 30 (2) (2022)
Liang Ma, Jie Dong, Kaixiang Peng
A Practical Root Cause Diagnosis Framework for Quality-Related Faults in Manufacturing Processes With Irregular Sampling Measurements. IEEE Trans. Instrum. Meas. 71 (2022)
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang
KPI-related operating performance assessment based on distributed ImRMR-KOCTA for hot strip mill process. Expert Syst. Appl. 209 (2022)
Shu Liang, Peng Yi, Yiguang Hong, Kaixiang Peng
Exponentially convergent distributed Nash equilibrium seeking for constrained aggregative games. Auton. Intell. Syst. 2 (1) (2022)
Liang Ma, Mengwei Wang, Jie Dong, Kaixiang Peng
A novel distributed detection framework for quality-related faults in industrial plant-wide processes. Neurocomputing 492 (2022)
Jie Dong, Yaqi Wang, Kaixiang Peng
A Novel Fault Detection Method Based on the Extraction of Slow Features for Dynamic Nonstationary Processes. IEEE Trans. Instrum. Meas. 71 (2022)
Chuanfang Zhang, Kaixiang Peng, Jie Dong, Xueyi Zhang
Distributed Operating Performance Assessment for Hot Strip Mill Process Based on Probabilistic Support Tensor Data Description with Feature Tensor. SMC (2022)
Jie Dong, Lingzhi Jiang, Chi Zhang, Kaixiang Peng
A Novel Quality-Related Incipient Fault Detection Method Based on Canonical Variate Analysis and Kullback-Leibler Divergence for Large-Scale Industrial Processes. IEEE Trans. Instrum. Meas. 71 (2022)
Peng Tang, Kaixiang Peng, Ruihua Jiao
A process monitoring and fault isolation framework based on variational autoencoders and branch and bound method. J. Frankl. Inst. 359 (2) (2022)
Hongjun Zhang, Chi Zhang, Jie Dong, Kaixiang Peng
A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding. Int. J. Syst. Sci. 53 (16) (2022)
Liang Ma, Xueyi Zhang, Kaixiang Peng, Jie Dong
A Quality-related Fault Detection Method for Nonlinear Industrial Processes Based on Mixed Kernel Partial Least Squares. CAA SAFEPROCESS (2021)
Jian Huang, Xu Yang, Kaixiang Peng
Double-Layer Distributed Monitoring Based on Sequential Correlation Information for Large-Scale Industrial Processes in Dynamic and Static States. IEEE Trans. Ind. Informatics 17 (9) (2021)
Ruihua Jiao, Kaixiang Peng, Jie Dong
Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks. IEEE CAA J. Autom. Sinica 8 (7) (2021)
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)
Liang Ma, Jie Dong, Changjun Hu, Kaixiang Peng
A novel decentralized detection framework for quality-related faults in manufacturing industrial processes. Neurocomputing 428 (2021)
Pengxue Lang, Kaixiang Peng, Jiapeng Cui, Jie Yang, Yingxin Guo
Data augmentation for fault prediction of aircraft engine with generative adversarial networks. CAA SAFEPROCESS (2021)
Qiang Wang, Kaixiang Peng, Xuerui Cao
Review on Fault Diagnosis Techniques for Distributed Parameter Systems. CAA SAFEPROCESS (2021)
Jinghui Pan, Lili Qu, Kaixiang Peng
Sensor and Actuator Fault Diagnosis for Robot Joint Based on Deep CNN. Entropy 23 (6) (2021)
Shuang Zhang, Pengxin Yang, Linghuan Kong, Wenshi Chen, Qiang Fu, Kaixiang Peng
Neural Networks-Based Fault Tolerant Control of a Robot via Fast Terminal Sliding Mode. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Shuang Zhang, Rui Liu, Kaixiang Peng, Wei He
Boundary Output Feedback Control for a Flexible Two-Link Manipulator System With High-Gain Observers. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
Jiapeng Cui, Kaixiang Peng, Pengxue Lang, Shuai Lu
Fault Identification and Remaining Useful Life Prediction for Complex Equipment under Multiple Fault Modes. CAA SAFEPROCESS (2021)
Yingxin Guo, Xueyi Zhang, Liang Ma, Kaixiang Peng
A Novel Fault Assessment Method Integrating Global and Local Information for Industrial Processes. CAA SAFEPROCESS (2021)
Chuanfang Zhang, Kaixiang Peng, Jie Dong
An extensible quality-related fault isolation framework based on dual broad partial least squares with application to the hot rolling process. Expert Syst. Appl. 167 (2021)
Hongjun Zhang, Chuanfang Zhang, Kaixiang Peng, Jie Dong, Liang Ma, Xueyi Zhang
Quality Anomaly Monitoring and Comprehensive Diagnosis Framework for Plant-wide Process Industries with Spatio-Temporal Coordination. CAA SAFEPROCESS (2021)
Yinghao Zhao, Xu Yang, Xia Wu, Jian Huang, Kaixiang Peng
Adaptive Weighting Strategy based Multi-sensor Data Fusion Method for Condition Monitoring of Reciprocating Pump. CAA SAFEPROCESS (2021)
Ruihua Jiao, Kaixiang Peng, Jie Dong, Chuanfang Zhang
Fault monitoring and remaining useful life prediction framework for multiple fault modes in prognostics. Reliab. Eng. Syst. Saf. 203 (2020)
Liang Ma, Jie Dong, Kaixiang Peng
A Novel Hierarchical Detection and Isolation Framework for Quality-Related Multiple Faults in Large-Scale Processes. IEEE Trans. Ind. Electron. 67 (2) (2020)
Linlin Li, Steven X. Ding, Hao Luo, Kaixiang Peng, Ying Yang
Performance-Based Fault-Tolerant Control Approaches For Industrial Processes With Multiplicative Faults. IEEE Trans. Ind. Informatics 16 (7) (2020)
Liang Ma, Jie Dong, Kaixiang Peng
A Novel Robust Semisupervised Classification Framework for Quality-Related Coupling Faults in Manufacturing Industries. IEEE Trans. Ind. Informatics 16 (5) (2020)
Ruihua Jiao, Kaixiang Peng, Jie Dong
Remaining Useful Life Prediction of Lithium-Ion Batteries Based on Conditional Variational Autoencoders-Particle Filter. IEEE Trans. Instrum. Meas. 69 (11) (2020)
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)
Jie Dong, Chi Zhang, Kaixiang Peng
A novel industrial process monitoring method based on improved local tangent space alignment algorithm. Neurocomputing 405 (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)
Hailong Tan, Bo Shen, Kaixiang Peng, Hongjian Liu
Robust recursive filtering for uncertain stochastic systems with amplify-and-forward relays. Int. J. Syst. Sci. 51 (7) (2020)
Xu Yang, Jingjing Gao, Linlin Li, Hao Luo, Steven X. Ding, Kaixiang Peng
Data-driven design of fault-tolerant control systems based on recursive stable image representation. Autom. 122 (2020)
Jie Dong, Yingze Tian, Kaixiang Peng
Just-in-Time Learning-Based Soft Sensor for Mechanical Properties of Strip Steel via Multi-Block Weighted Semisupervised Models. IEEE Access 8 (2020)
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)
Linlin Li, Steven X. Ding, Kaixiang Peng, Jianbin Qiu, Ying Yang
Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems. IEEE Access 7 (2019)
Kaixiang Peng, Ruihua Jiao, Jie Dong, Yanting Pi
A deep belief network based health indicator construction and remaining useful life prediction using improved particle filter. Neurocomputing 361 (2019)
Chuanfang Zhang, Kaixiang Peng, Jie Dong
A novel plant-wide process monitoring framework based on distributed Gap-SVDD with adaptive radius. Neurocomputing 350 (2019)
Ling Wang, Jianyao Meng, RuiXia Huang, Hui Zhu, Kaixiang Peng
Incremental feature weighting for fuzzy feature selection. Fuzzy Sets Syst. 368 (2019)
Liang Ma, Jie Dong, Kaixiang Peng, Chuanfang Zhang
Hierarchical Monitoring and Root-Cause Diagnosis Framework for Key Performance Indicator-Related Multiple Faults in Process Industries. IEEE Trans. Ind. Informatics 15 (4) (2019)
Kaixiang Peng, Zhihao Ren, Jie Dong, Liang Ma
A New Hierarchical Framework for Detection and Isolation of Multiple Faults in Complex Industrial Processes. IEEE Access 7 (2019)
Linlin Li, Hao Luo, Steven X. Ding, Ying Yang, Kaixiang Peng
Performance-based fault detection and fault-tolerant control for automatic control systems. Autom. 99 (2019)
Jie Dong, Ruiqi Sun, Kaixiang Peng, Zhijie Shi, Liang Ma
Quality Monitoring and Root Cause Diagnosis for Industrial Processes Based on Lasso-SAE-CCA. IEEE Access 7 (2019)
Yanyan Hu, Xiaoling Xue, Zengwang Jin, Kaixiang Peng
Time-Varying Fault Diagnosis for Asynchronous Multisensor Systems Based on Augmented IMM and Strong Tracking Filtering. J. Control. Sci. Eng. 2018 (2018)
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)
Liang Ma, Jie Dong, Kaixiang Peng
A practical propagation path identification scheme for quality-related faults based on nonlinear dynamic latent variable model and partitioned Bayesian network. J. Frankl. Inst. 355 (15) (2018)
Jie Dong, Qiang Wang, Mengyuan Wang, Kaixiang Peng
Data-Driven Quality Monitoring Techniques for Distributed Parameter Systems With Application to Hot-Rolled Strip Laminar Cooling Process. 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)
Shuang Zhang, Yiting Dong, Yuncheng Ouyang, Zhao Yin, Kaixiang Peng
Adaptive Neural Control for Robotic Manipulators With Output Constraints and Uncertainties. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Ling Wang, Jianyao Meng, Peipei Xu, Kaixiang Peng
Mining temporal association rules with frequent itemsets tree. Appl. Soft Comput. 62 (2018)
Liang Ma, Jie Dong, Kaixiang Peng
Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy. Neurocomputing 285 (2018)
Linlin Li, Steven X. Ding, Ying Yang, Kaixiang Peng, Jianbin Qiu
A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Yanyan Hu, Shuai Qi, Xiaoling Xue, Kaixiang Peng
Remaining Useful Life Estimation Based on Asynchronous Multisource Monitoring Information Fusion. J. Control. Sci. Eng. 2017 (2017)
Kaixiang Peng, Mengyuan Wang, Jie Dong
Event-triggered fault detection framework based on subspace identification method for the networked control systems. Neurocomputing 239 (2017)
Kaixiang Peng, Bingzheng Wang, Jie Dong
An Efficient Quality-Related Fault Diagnosis Method for Real-Time Multimode Industrial Process. J. Control. Sci. Eng. 2017 (2017)
Jie Dong, Mengyuan Wang, Xiong Zhang, Liang Ma, Kaixiang Peng
Joint Data-Driven Fault Diagnosis Integrating Causality Graph With Statistical Process Monitoring for Complex Industrial Processes. IEEE Access 5 (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)
Linlin Li, Steven X. Ding, Jianbin Qiu, Kaixiang Peng, Ying Yang
An optimal fault detection approach for piecewise affine systems via diagnostic observers. Autom. 85 (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.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Kaixiang Peng