Data-driven realizations of kernel and image representations and their application to fault detection and control system design. - Steven X. Ding; Ying Yang 002; Yong Zhang 047; Linlin Li 005 (Autom., 2014)

Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications. - Yong Zhang 047; Ying Yang 002; Steven X. Ding; Linlin Li 005 (IEEE Trans. Ind. Electron., 2014)

On fault-tolerant control configurations for a class of nonlinear systems. - Linlin Li 005; Ying Yang 002; Steven X. Ding; Yong Zhang 047; Shouchao Zhai (J. Frankl. Inst., 2015)

Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faults. - Jianbin Qiu; Steven X. Ding; Linlin Li 005; Shen Yin (J. Intell. Fuzzy Syst., 2015)

On observer-based fault detection for nonlinear systems. - Ying Yang 002; Steven X. Ding; Linlin Li 005 (Syst. Control. Lett., 2015)

Design and Implementation of Lifecycle Management for Industrial Control Applications. - Ying Yang 002; Yong Zhang 047; Steven X. Ding; Linlin Li 005 (IEEE Trans. Control. Syst. Technol., 2015)

A Control-Theoretic Study on Runge-Kutta Methods With Application to Real-Time Fault-Tolerant Control of Nonlinear Systems. - Ying Yang 002; Linlin Li 005; Steven X. Ding (IEEE Trans. Ind. Electron., 2015)

Robust fuzzy observer-based fault detection for nonlinear systems with disturbances. - Linlin Li 005; Steven X. Ding; Ying Yang 002; Yong Zhang 047 (Neurocomputing, 2016)

Optimal fault detection design via iterative estimation methods for industrial control systems. - Linlin Li 005; Steven X. Ding; Yong Zhang 047; Ying Yang 002 (J. Frankl. Inst., 2016)

Parameterization of Nonlinear Observer-Based Fault Detection Systems. - Ying Yang 002; Steven X. Ding; Linlin Li 005 (IEEE Trans. Autom. Control., 2016)

Weighted Fuzzy Observer-Based Fault Detection Approach for Discrete-Time Nonlinear Systems via Piecewise-Fuzzy Lyapunov Functions. - Linlin Li 005; Steven X. Ding; Jianbin Qiu; Ying Yang 002; Yong Zhang 047 (IEEE Trans. Fuzzy Syst., 2016)

Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed Convergence. - Yong Zhang 047; Ying Yang 002; Steven X. Ding; Linlin Li 005 (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Control performance based fault detection for nonlinear systems. - Huayun Han; Ying Yang 002; Linlin Li 005; Steven X. Ding (CDC, 2017)

An optimal fault detection approach for piecewise affine systems via diagnostic observers. - Linlin Li 005; Steven X. Ding; Jianbin Qiu; Kaixiang Peng; Ying Yang 002 (Autom., 2017)

Parameter Identification and Control Scheme for Monitoring Automatic Thickness Control System with Measurement Delay. - Xu Yang 006; Jingjing Gao; Yuri A. W. Shardt; Linlin Li 005; Chaonan Tong (J. Control. Sci. Eng., 2017)

Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation. - Linlin Li 005; Steven X. Ding; Jianbin Qiu; Ying Yang 002 (IEEE Trans. Cybern., 2017)

Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes. - Linlin Li 005; Steven X. Ding; Jianbin Qiu; Ying Yang 002; Dongmei Xu (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Robust Fault Detection for Observer-Based Feedback Control Systems. - Zhengen Zhao; Ying Yang 002; Steven X. Ding; Linlin Li 005 (Circuits Syst. Signal Process., 2018)

Observer-based fault detection for uncertain nonlinear systems. - Huayun Han; Ying Yang 002; Linlin Li 005; Steven X. Ding (J. Frankl. Inst., 2018)

Diagnostic Observer Design for T-S Fuzzy Systems: Application to Real-Time-Weighted Fault-Detection Approach. - Linlin Li 005; Mohammed Chadli; Steven X. Ding; Jianbin Qiu; Ying Yang 002 (IEEE Trans. Fuzzy Syst., 2018)

A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations. - Linlin Li 005; Steven X. Ding; Ying Yang 002; Kaixiang Peng; Jianbin Qiu (IEEE Trans. Fuzzy Syst., 2018)

Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems. - Linlin Li 005; Steven X. Ding; Kaixiang Peng; Jianbin Qiu; Ying Yang 002 (IEEE Access, 2019)

Application of randomized algorithms to assessment and design of observer-based fault detection systems. - Steven X. Ding; Linlin Li 005; Minjia Krueger (Autom., 2019)

Performance-based fault detection and fault-tolerant control for automatic control systems. - Linlin Li 005; Hao Luo 003; Steven X. Ding; Ying Yang 002; Kaixiang Peng (Autom., 2019)

Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes. - Linlin Li 005; Steven X. Ding (Autom., 2020)

Data-driven design of fault-tolerant control systems based on recursive stable image representation. - Xu Yang 006; Jingjing Gao; Linlin Li 005; Hao Luo 003; Steven X. Ding; Kaixiang Peng (Autom., 2020)

Sparse Undetectable Sensor Attacks Against Cyber-Physical Systems: A Subspace Approach. - Zhengen Zhao; Yuzhe Li; Ying Yang 002; Linlin Li 005; Yunsong Xu; Jing Zhou (IEEE Trans. Circuits Syst., 2020)

Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill Processes. - Linlin Li 005; Steven X. Ding (IEEE Trans. Control. Syst. Technol., 2020)

Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven Implementation. - Linlin Li 005; Steven X. Ding (IEEE Trans. Ind. Informatics, 2020)

Performance-Based Fault-Tolerant Control Approaches For Industrial Processes With Multiplicative Faults. - Linlin Li 005; Steven X. Ding; Hao Luo 003; Kaixiang Peng; Ying Yang 002 (IEEE Trans. Ind. Informatics, 2020)

An Optimal Data-Driven Approach to Distribution Independent Fault Detection. - Ting Xue; Maiying Zhong; Linlin Li 005; Steven X. Ding (IEEE Trans. Ind. Informatics, 2020)

Control Performance-Based Fault-Tolerant Control Strategy for Singular Systems. - Dan Liu 003; Ying Yang 002; Linlin Li 005; Steven X. Ding (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults. - Zhengen Zhao; Ying Yang 002; Steven X. Ding; Linlin Li 005 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Parallel and Nonparallel Distributed Compensation Controller Design for T-S Fuzzy Discrete Singular Systems With Distinct Difference Item Matrices. - Liang Qiao 004; Linlin Li 005; Yanrong Lu (IEEE Access, 2021)

Performance Residual Based Fault Detection for Feedback Control Systems. - Ruijie Liu; Linlin Li 005; Ying Yang 002 (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches. - Ruijie Liu; Ying Yang 002; Linlin Li 005; Steven X. Ding (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems With T-S Fuzzy Implementation. - Huayun Han; Ying Yang 002; Linlin Li 005; Steven X. Ding (IEEE Trans. Cybern., 2021)

Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems. - Steven X. Ding; Linlin Li 005; Dong Zhao 004; Chris Louen; Tianyu Liu 003 (Autom., 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)

Stable image representation based stability performance monitoring and recovery for feedback control systems. - Zhuyuan Li; Ying Yang 002; Linlin Li 005; Ruijie Liu; Jia Wang 013 (J. Frankl. Inst., 2022)

Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control Systems. - Changsheng Hua; Linlin Li 005; Steven X. Ding (IEEE Trans. Autom. Control., 2022)

An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode Estimation. - Linlin Li 005; Steven X. Ding; Yuhong Na; Jianbin Qiu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Model-Free Fault Detection Based on Performance Residual for Feedback Control Systems. - Zhuyuan Li; Ying Yang 002; Linlin Li 005; Haoran Ma; Xiaolu Chen (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

An Integrated Model-Based and Data-Driven Gap Metric Method for Fault Detection and Isolation. - Hailang Jin; Zhiqiang Zuo 001; Yijing Wang 001; Lei Cui; Linlin Li 005 (IEEE Trans. Cybern., 2022)

Optimal Observer-Based Fault Detection and Estimation Approaches for T-S Fuzzy Systems. - Linlin Li 005; Steven X. Ding; Xin Peng 003 (IEEE Trans. Fuzzy Syst., 2022)

Performance-Oriented Fault Detection for Nonlinear Control Systems via Data-Driven T-S Fuzzy Modeling Technique. - Ruijie Liu; Ying Yang 002; Linlin Li 005; Huayun Han (IEEE Trans. Fuzzy Syst., 2022)

Data-Driven Control Performance Monitoring forIndustrial Processes Based on Transfer Learning and Neural Network. - Shan Xue; Linlin Li 005; Liang Qiao 004 (SAFEPROCESS, 2023)

A Control and Attack Detection Scheme for Fuzzy Systems Against Cyber-Attacks. - Haili Zhang; Linlin Li 005; Liang Qiao 004 (FUZZ, 2023)

Distributed Sensor FD for Sensor Networks. - Jiarui Zhang; Steven X. Ding; Linlin Li 005 (ISIE, 2023)

A study on fault diagnosis in nonlinear dynamic systems with uncertainties. - Steven X. Ding; Linlin Li 005 (CoRR, 2023)

Data-Driven Fault Compensation Tracking Control for Coupled Wastewater Treatment Process. - Peihao Du; Weimin Zhong; Xin Peng 003; Linlin Li 005; Zhi Li 067 (IEEE CAA J. Autom. Sinica, 2023)

Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven Approach. - Hongtian Chen; Linlin Li 005; Chao Shang 002; Biao Huang 001 (IEEE Trans. Cybern., 2023)

Residual-triggered threshold decision and performance self-healing control for wastewater treatment process. - Peihao Du; Weimin Zhong; Xin Peng 003; Linlin Li 005; Xiaolong Wu (Inf. Sci., 2023)

Small Fault Diagnosis With Gap Metric. - Hailang Jin; Zhiqiang Zuo 001; Yijing Wang 001; Lei Cui; Zhengen Zhao; Linlin Li 005; David Zhiwei Gao (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Self-Healing Control for Wastewater Treatment Process Based on Variable-Gain State Observer. - Peihao Du; Weimin Zhong; Xin Peng 003; Linlin Li 005; Zhi Li 067 (IEEE Trans. Ind. Informatics, 2023)

A Novel Distributed Fault Diagnosis Scheme Toward Open-Set Scenarios Based on Extreme Value Theory. - Fulin Gao; Xin Peng 003; Dan Yang 011; Cheng Su; Linlin Li 005; Weimin Zhong (IEEE Trans. Ind. Informatics, 2023)

A Neural Additive Domain Adaptation Network with Interpretability for Fault Detection in Various Operating Conditions. - Cheng Su; Weimin Zhong; Dan Yang 011; Linlin Li 005; Xin Peng 003 (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)

The system dynamics analysis, resilient and fault-tolerant control for cyber-physical systems. - Linlin Li 005; Steven X. Ding; Liutao Zhou; Maiying Zhong; Kaixiang Peng (CoRR, 2024)

Regularized Wasserstein Distance-Based Joint Distribution Adaptation Approach for Fault Detection Under Variable Working Conditions. - Dan Yang 011; Xin Peng 003; Cheng Su; Linlin Li 005; Zhixing Cao; Weimin Zhong (IEEE Trans. Instrum. Meas., 2024)

Fault Effect Identification-Based Adaptive Performance Self-Recovery Control Strategy for Wastewater Treatment Process. - Peihao Du; Weimin Zhong; Xin Peng 003; Zhongmei Li; Linlin Li 005 (IEEE Trans. Ind. Informatics, 2024)

Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems. - Linlin Li 005; Haili Zhang; Steven X. Ding; Liang Qiao 004; Kaixiang Peng; Xin Peng 003 (IEEE Trans. Fuzzy Syst., 2024)

A Transfer-Learning-Based Fault Detection Approach for Nonlinear Industrial Processes Under Unusual Operating Conditions. - Linlin Li 005; Xin Chen; Xin Peng 003; Dan Yang 011; Wenjing Liu (IEEE Trans. Ind. Informatics, 2024)

Fault Detection for Heterogeneous Multi-Agent Systems with Unknown Dynamics Using Distributed Autoencoder. - Zeyuan Wang; Mohammed Chadli; Linlin Li 005; Steven X. Ding; Ketian Liang (ECC, 2025)

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 time-domain estimation of the ν-gap metric and stability margin with its application to attack defense in cyber-physical systems. - Hao Luo 003; Shimeng Wu; Linlin Li 005 (Autom., 2025)

Data-driven control performance degradation recovery as an extension of loop transfer recovery. - Yunsong Xu; Zhengen Zhao; Hao Luo 003; Linlin Li 005 (Autom., 2025)

Domain perceptive-pruning and fine-tuning the pre-trained model for heterogeneous transfer learning in cross domain prediction. - Dan Yang 011; Xin Peng 003; Xiaolong Wu; Haojie Huang; Linlin Li 005; Weimin Zhong (Expert Syst. Appl., 2025)

Siamese Neural Network-based stationary feature extraction for nonstationary process monitoring. - Hanwen Zhang 002; Qingqing Liu; Weiwei Fan; Jun Shang; Linlin Li 005 (Neurocomputing, 2025)

Mode Substitution and Constraint Implementation in Complex Dynamic Process Regulation: A Solution for Performance Self-Recovery. - Peihao Du; Weimin Zhong; Xin Peng 003; Linlin Li 005 (IEEE Trans Autom. Sci. Eng., 2025)

A Distributed Semi-Consensus-Based Data-Driven Fault Detection Approach for Dynamic Systems. - Linlin Li 005; Steven X. Ding; Chenyang Wang; Maiying Zhong; Kaixiang Peng (IEEE Trans. Ind. Informatics, 2025)

Orthogonal Projection-Based Fault Detection for Linear Discrete-Time Varying Systems. - Linlin Li 005; Steven X. Ding; Maiying Zhong; Kaixiang Peng (IEEE Trans. Autom. Control., 2025)

A Fuzzy $H_{i}/H_{ infty }$ Optimization Approach to Fault Detection of High-Speed Train Traction Motor Systems. - Jiahong Xu; Maiying Zhong; Linlin Li 005; Yunkai Wu; Baoye Song (IEEE Trans. Ind. Informatics, 2025)

An alternative paradigm of fault diagnosis in dynamic systems: Orthogonal projection-based methods. - Steven X. Ding; Linlin Li 005; Tianyu Liu 003 (Autom., 2026)

MAML-based temporal supervised information maximizing GAN for few-shot time series data generation. - Hanwen Zhang 002; Houze Guo; Haojie Bai; Chuanfang Zhang 001; Linlin Li 005 (Expert Syst. Appl., 2026)