Steven X. Ding

335 papers C 23Journal 256Unranked 55
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Distributed Data-Driven Projection-Based Fault Detection Scheme for Large-Scale Dynamic Systems.
IEEE Trans. Ind. Informatics
Qianxiang Yu, Qing Li, Linlin Li, Maiying Zhong, Steven X. Ding
2026 J jnl
A novel cyber attack design scheme based on system subspace analysis.
Autom.
Zhuyuan Li, Steven X. Ding, Linlin Li, Ying Yang
2026 J jnl
An alternative paradigm of fault diagnosis in dynamic systems: Orthogonal projection-based methods.
Autom.
Steven X. Ding, Linlin Li, Tianyu Liu
2026 J jnl
Analysis, detection and control of secure and safe cyber-physical control systems in a unified framework.
CoRR
Linlin Li, Steven X. Ding, Maiying Zhong, Dong Zhao, Yang Shi
2026 J jnl
CCDNN: A Novel Deep Learning Architecture for Multi-Source Data Fusion.
IEEE CAA J. Autom. Sinica
Zhiwen Chen, Siwen Mo, Haobin Ke, Steven X. Ding, Zhaohui Jiang, Chunhua Yang, Weihua Gui
2026 J jnl
Data-Driven Distributed Kalman Filter-Based Sensor Fault Isolation and Estimation for Large-Scale Interconnected Systems.
IEEE Trans. Cybern.
Shuyu Ding, Haoran Ma, Zhengen Zhao, Steven X. Ding, Ying Yang
2026 J jnl
Fault Diagnosis and Fault Tolerant Control for a Class of Re-Entrant Manufacturing Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Qing Gao, Jianbin Qiu, Steven X. Ding
2026 J jnl
Information Bottleneck Driven Visual Fault Diagnosis Method Utilizing Manifold Learning With Inner-Autoencoder.
IEEE Trans. Ind. Informatics
Cheng Qian, Yongjian Wang, Shihua Li, Steven X. Ding
2026 J jnl
Observer-Based Fault-Tolerant and Resilient Control Under Physical Faults and Integrity Cyberattacks.
IEEE Trans. Cybern.
Liutao Zhou, Linlin Li, Steven X. Ding, Chris Louen
2026 J jnl
Two-Stage Observer-Based Fault Detection and Isolation for Re-Entrant Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Hao Sun, Qing Gao, Steven X. Ding, Jianbin Qiu, Jinhu Lü
2025 J jnl
A Control Theory Informed Machine Learning-Based Modeling and Monitoring of Nanoparticle Generation Processes.
IEEE Trans. Ind. Informatics
Danijel Cuturic, Jonah V. Weidemann, Steven X. Ding, Frank Einar Kruis, Micha S. Obergfell, Chris Louen
2025 J jnl
A Distributed Semi-Consensus-Based Data-Driven Fault Detection Approach for Dynamic Systems.
IEEE Trans. Ind. Informatics
Linlin Li, Steven X. Ding, Chenyang Wang, Maiying Zhong, Kaixiang Peng
2025 J jnl
A dynamic event-triggered approach for observer-based formation control of multi-agent systems with designable inter-event time.
Syst. Control. Lett.
Zeyuan Wang, Mohammed Chadli, Steven X. Ding
2025 J jnl
Active Disturbance Rejection Formation Control for Multiagent Systems With Input Constraints.
IEEE Trans. Control. Netw. Syst.
Cao-Yuan Gu, Xiang Wu, Wen-An Zhang, Hongjie Ni, Steven X. Ding
2025 J jnl
Causal Counterfactual Faithfulness Generation for Open-Set Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Ind. Informatics
Ruonan Liu, Puyuan Hu, Siheng Zhao, Di Lin, Weidong Zhang, Steven X. Ding
2025 J jnl
Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial Process.
IEEE Trans. Ind. Informatics
Ruonan Liu, Quanhu Zhang, Di Lin, Weidong Zhang, Steven X. Ding
2025 J jnl
Cloud Computing-Based Fault-Tolerant Control for Recovery From Performance Degradation Caused by Multiplicative Faults.
IEEE Trans. Control. Netw. Syst.
Abd A. Salah, Liutao Zhou, Linlin Li, Steven X. Ding, Chris Louen
2025 — conf
Control theory-informed machine learning based control and performance monitoring of nonlinear dynamic systems.
CDC
Wei Cheng, Ketian Liang, Danijel Cuturic, Linlin Li, Chris Louen, Steven X. Ding
2025 J jnl
Distributed Consensus Control of Nonlinear Multiagent Systems With Actuator Deception Attacks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Kuo Li, Steven X. Ding, Wei Xing Zheng, Changchun Hua
2025 J jnl
Distributed Consensus Control of Nonlinear Multiagent Systems With Output Noises via a Switching Classification Approach.
IEEE Trans. Autom. Control.
Kuo Li, Steven X. Ding, Changchun Hua, Yafeng Li, Yana Yang
2025 J jnl
Dual Detection Framework for Faults and Integrity Attacks in Cyber-Physical Control Systems.
CoRR
Xixing Xue, Dong Shen, Steven X. Ding, Dong Zhao
2025 J jnl
Explainable Fault Diagnosis Using Invertible Neural Networks - A Left Manifold-Based Solution.
IEEE Trans. Neural Networks Learn. Syst.
Hongtian Chen, Wenxin Sun, Weidong Zhang, Bin Jiang, Steven X. Ding, Biao Huang
2025 — conf
Fault Detection for Heterogeneous Multi-Agent Systems with Unknown Dynamics Using Distributed Autoencoder.
ECC
Zeyuan Wang, Mohammed Chadli, Linlin Li, Steven X. Ding, Ketian Liang
2025 J jnl
Fault Tolerant Observer Design for a Class of Re-Entrant Manufacturing Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hao Sun, Qing Gao, Jianbin Qiu, Steven X. Ding, Jinhu Lü
2025 J jnl
Fuzzy-Model-Based Fault-Tolerant Control for Stochastic Re-Entrant Manufacturing Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Kexin Zhang, Qing Gao, Steven X. Ding, Jinhu Lü, Jianbin Qiu, Yige Guo
2025 J jnl
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and Prospects.
IEEE Trans Autom. Sci. Eng.
Pengyu Han, Zeyi Liu, Xiao He, Steven X. Ding, Donghua Zhou
2025 J jnl
Orthogonal Projection-Based Fault Detection for Linear Discrete-Time Varying Systems.
IEEE Trans. Autom. Control.
Linlin Li, Steven X. Ding, Maiying Zhong, Kaixiang Peng
2025 J jnl
Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems.
IEEE Trans. Autom. Control.
Dong Zhao, Yang Shi, Steven X. Ding, Yueyang Li, Fangzhou Fu
2025 J jnl
Variational Discriminative Stacked Auto-Encoder: Feature Representation Using a Prelearned Discriminator, and Its Application to Industrial Process Monitoring.
IEEE Trans. Neural Networks Learn. Syst.
Jian Huang, Xiaoyang Sun, Steven X. Ding, Xu Yang, Okan K. Ersoy
2024 J jnl
Bayesian Hierarchical Graph Neural Networks With Uncertainty Feedback for Trustworthy Fault Diagnosis of Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
Dongyue Chen, Zongxia Xie, Ruonan Liu, Wenlong Yu, Qinghua Hu, Xianling Li, Steven X. Ding
2024 J jnl
Bearing Fault Diagnosis With Incomplete Training Data: Fault Data With Partial Diameters.
IEEE Trans Autom. Sci. Eng.
Dajian Huang, Wen-An Zhang, Steven X. Ding
2024 J jnl
Canonical Correlation Guided Deep Neural Network.
CoRR
Zhiwen Chen, Siwen Mo, Haobin Ke, Steven X. Ding, Zhaohui Jiang, Chunhua Yang, Weihua Gui
2024 J jnl
Causal intervention graph neural network for fault diagnosis of complex industrial processes.
Reliab. Eng. Syst. Saf.
Ruonan Liu, Quanhu Zhang, Di Lin, Weidong Zhang, Steven X. Ding
2024 J jnl
Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Ind. Informatics
Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou
2024 J jnl
Deep Mixed Domain Generalization Network for Intelligent Fault Diagnosis Under Unseen Conditions.
IEEE Trans. Ind. Electron.
Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding
2024 J jnl
Ein alternatives, datenbasiertes FDI-Framework basierend auf SPD-Matrizen.
Autom.
Caroline Charlotte Zhu, Kristian Kasten, Joachim Birk, Steven X. Ding
2024 J jnl
Event-triggered quasi-time-varying H∞ filtering for switched systems via multiple trigger-dependent Lyapunov functionals.
Inf. Sci.
Yanhui Tong, Steven X. Ding, Bixuan Huang, Yueying Wang
2024 J jnl
Fault Diagnosis for Parallel Lithium-Ion Battery Packs With Main Current Sensor Fault and Internal Resistance Fault.
IEEE Trans. Instrum. Meas.
Hailang Jin, Zhicheng Zhang, Steven X. Ding, David Zhiwei Gao, Yijing Wang, Zhiqiang Zuo
2024 J jnl
Global Distributed Fault-Tolerant Consensus Control of Nonlinear Delayed Multiagent Systems With Hybrid Faults.
IEEE Trans. Autom. Control.
Kuo Li, Steven X. Ding, Wei Xing Zheng, Changchun Hua
2024 J jnl
Information-based Gradient enhanced Causal Learning Graph Neural Network for fault diagnosis of complex industrial processes.
Reliab. Eng. Syst. Saf.
Ruonan Liu, Yunfei Xie, Di Lin, Weidong Zhang, Steven X. Ding
2024 J jnl
Multi-Condition Fault Diagnosis of Dynamic Systems: A Survey, Insights, and Prospects.
CoRR
Pengyu Han, Zeyi Liu, Xiao He, Steven X. Ding, Donghua Zhou
2024 J jnl
Optimal Strictly Stealthy Attack Design on Cyber-Physical Systems: A Data-Driven Approach.
IEEE Trans. Cybern.
Zhuyuan Li, Zhengen Zhao, Steven X. Ding, Ying Yang
2024 J jnl
Recursive filtering for two-dimensional systems with amplify-and-forward relays: Handling degraded measurements and dynamic biases.
Inf. Fusion
Fan Wang, Zidong Wang, Jinling Liang, Quanbo Ge, Steven X. Ding
2024 J jnl
Recursive state estimation for two-dimensional systems over decode-and-forward relay channels: A local minimum-variance approach.
Inf. Sci.
Fan Wang, Zidong Wang, Jinling Liang, Quanbo Ge, Steven X. Ding
2024 J jnl
SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems.
IEEE Trans. Ind. Electron.
Long Gao, Donghui Li, Zhiwen Chen, Steven X. Ding, Hao Luo
2024 J jnl
Sampled-Data-Based Distributed Output Feedback Leader-Following Consensus for Time-Delay Multiagent Systems.
IEEE Trans. Autom. Control.
Yafeng Li, Steven X. Ding, Guopin Liu, Changchun Hua
2024 J jnl
The system dynamics analysis, resilient and fault-tolerant control for cyber-physical systems.
CoRR
Linlin Li, Steven X. Ding, Liutao Zhou, Maiying Zhong, Kaixiang Peng
2024 J jnl
Transferable Deep Slow Feature Network With Target Feature Attention for Few-Shot Time-Series Prediction.
IEEE Trans. Ind. Informatics
Dan Yang, Xin Peng, Chao Jiang, Xiaolong Wu, Steven X. Ding, Weimin Zhong
2024 J jnl
Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems.
IEEE Trans. Fuzzy Syst.
Linlin Li, Haili Zhang, Steven X. Ding, Liang Qiao, Kaixiang Peng, Xin Peng
2023 J jnl
A study on fault diagnosis in nonlinear dynamic systems with uncertainties.
CoRR
Steven X. Ding, Linlin Li
2023 J jnl
Curriculum-Based Deep Reinforcement Learning for Quantum Control.
IEEE Trans. Neural Networks Learn. Syst.
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
2023 J jnl
Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching Graphs.
IEEE Trans. Cybern.
Yafeng Li, Steven X. Ding, Changchun Hua, Guopin Liu
2023 J jnl
Distributed Output-Feedback Bipartite Consensus for Stochastic Nonlinear Multiagent Systems Under Directed Switching Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Yafeng Li, Steven X. Ding, Changchun Hua, Guopin Liu
2023 — conf
Distributed Sensor FD for Sensor Networks.
ISIE
Jiarui Zhang, Steven X. Ding, Linlin Li
2023 J jnl
Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring.
IEEE Trans. Ind. Electron.
Mingxi Ai, Yongfang Xie, Steven X. Ding, Zhaohui Tang, Weihua Gui
2023 J jnl
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information.
IEEE Trans. Autom. Control.
Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding
2023 J jnl
Gradient Monitored Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
2023 J jnl
Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
Dongyue Chen, Ruonan Liu, Qinghua Hu, Steven X. Ding
2023 J jnl
Nitrogen Oxides Concentration Estimation of Diesel Engines Based on a Sparse Nonstationary Trigonometric Gaussian Process Regression With Maximizing the Composite Likelihood.
IEEE Trans. Ind. Electron.
Haojie Huang, Xin Peng, Wei Du, Steven X. Ding, Weimin Zhong
2023 J jnl
Output-Constrained Consensus Tracking for High-Order Nonlinear Multiagent Systems Under Switching Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Yafeng Li, Steven X. Ding, Changchun Hua, Jiannan Chen
2023 J jnl
PINN-based viscosity solution of HJB equation.
CoRR
Tianyu Liu, Steven X. Ding, Jiarui Zhang, Liutao Zhou
2023 J jnl
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.
IEEE Trans. Cybern.
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding
2023 J jnl
Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems.
CoRR
Dong Zhao, Yang Shi, Steven X. Ding, Yueyang Li, Fangzhou Fu
2023 J jnl
Semisupervised Contrastive Memory Network for Industrial Process Working Condition Monitoring.
IEEE Trans. Instrum. Meas.
Zhaohui Tang, Jin Zhang, Yongfang Xie, Steven X. Ding, Mingxi Ai
2022 J jnl
A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods.
IEEE Trans. Neural Networks Learn. Syst.
Zhiwen Chen, Ketian Liang, Steven X. Ding, Chao Yang, Tao Peng, Xiaofeng Yuan
2022 J jnl
A Krein space-based approach to event-triggered H∞ filtering for linear discrete time-varying systems.
Autom.
Maiying Zhong, Steven X. Ding, Qing-Long Han, Xiao He, Donghua Zhou
2022 J jnl
A Reconfiguration-Based Fault-Tolerant Control Method for Nonlinear Uncertain Systems.
IEEE Trans. Autom. Control.
Yuanyuan Tu, Dayi Wang, Steven X. Ding, Fangzhou Fu, Wenbo Li
2022 J jnl
A Residual-Generator-Based Plug-and-Play Control Scheme Toward Enhancing Power Quality in AC Microgrids.
IEEE Trans. Ind. Electron.
Shannan Luo, Kaixiang Peng, Changbin Hu, Steven X. Ding, Hui Fan
2022 J jnl
A note on diagnosis and performance degradation detection in automatic control systems towards functional safety and cyber security.
Secur. Saf.
Steven X. Ding
2022 J jnl
Adopting attention-mechanisms for Neural Logic Rule Layers.
Autom.
Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
2022 J jnl
An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode Estimation.
IEEE Trans. Circuits Syst. II Express Briefs
Linlin Li, Steven X. Ding, Yuhong Na, Jianbin Qiu
2022 J jnl
An Integrated Design Scheme for SKR-Based Data-Driven Dynamic Fault Detection Systems.
IEEE Trans. Ind. Informatics
Ting Xue, Steven X. Ding, Maiying Zhong, Donghua Zhou
2022 J jnl
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods.
CoRR
Steven X. Ding, Linlin Li, Tianyu Liu
2022 J jnl
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems.
Autom.
Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu
2022 J jnl
Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems.
CoRR
Linlin Li, Steven X. Ding, Ketian Liang, Zhiwen Chen, Ting Xue
2022 J jnl
Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives.
IEEE Trans. Intell. Transp. Syst.
Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang
2022 J jnl
Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach.
IEEE Trans. Cybern.
Dorothea Schwung, Andreas Schwung, Steven X. Ding
2022 J jnl
Event-Triggered Parity Space Approach to Fault Detection for Linear Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Maiying Zhong, Xiaoting Du, Yang Song, Ting Xue, Steven X. Ding
2022 J jnl
Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train.
IEEE Trans. Cybern.
Xiuli Wang, Bin Jiang, Steven X. Ding, Ningyun Lu, Yang Li
2022 J jnl
Fault-Tolerant Coherent $H^\infty$ Control for Linear Quantum Systems.
IEEE Trans. Autom. Control.
Yanan Liu, Daoyi Dong, Ian R. Petersen, Qing Gao, Steven X. Ding, Shota Yokoyama, Hidehiro Yonezawa
2022 J jnl
Fixed-Time Formation Tracking for Heterogeneous Multiagent Systems Under Actuator Faults and Directed Topologies.
IEEE Trans. Aerosp. Electron. Syst.
Wanglei Cheng, Ke Zhang, Bin Jiang, Steven X. Ding
2022 J jnl
Hierarchical Structure-Based Fault-Tolerant Tracking Control of Multiple 3-DOF Laboratory Helicopters.
IEEE Trans. Syst. Man Cybern. Syst.
Chun Liu, Bin Jiang, Ke Zhang, Steven X. Ding
2022 J jnl
Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction.
IEEE Trans. Ind. Electron.
Xiuli Wang, Bin Jiang, Shaomin Wu, Ningyun Lu, Steven X. Ding
2022 J jnl
Neural logic rule layers.
Inf. Sci.
Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
2022 J jnl
Optimal Observer-Based Fault Detection and Estimation Approaches for T-S Fuzzy Systems.
IEEE Trans. Fuzzy Syst.
Linlin Li, Steven X. Ding, Xin Peng
2022 J jnl
Performance guaranteed attack reconstruction for cyber-physical systems: A new intermediate estimator-based framework.
Autom.
Jun-Wei Zhu, Qi Wang, Steven X. Ding, Wen-An Zhang, Li Yu
2022 J jnl
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme.
IEEE Trans. Signal Inf. Process. over Networks
Fan Wang, Zidong Wang, Jinling Liang, Steven X. Ding
2022 J jnl
Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control Systems.
IEEE Trans. Autom. Control.
Changsheng Hua, Linlin Li, Steven X. Ding
2022 J jnl
Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems With Sensor Faults.
IEEE Trans. Cybern.
Ke Zhang, Bin Jiang, Steven X. Ding, Donghua Zhou
2022 J jnl
Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation.
IEEE Access
Gavneet Singh Chadha, Sayed Rafay Bin Shah, Andreas Schwung, Steven X. Ding
2022 — conf
Similarity Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks.
ICPRAM (Revised Selected Papers)
Jan Niclas Reimann, Bhargav Bharat Shukla, Andreas Schwung, Steven X. Ding
2022 J jnl
Weighted quantile discrepancy-based deep domain adaptation network for intelligent fault diagnosis.
Knowl. Based Syst.
Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding
2021 J jnl
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains.
IEEE Intell. Transp. Syst. Mag.
Hongtian Chen, Bin Jiang, Steven X. Ding
2021 J jnl
A Fault-Tolerant Control Approach Based on Image Processing Applied to Three-Tank System.
IEEE Access
Ali Abdo, Jamal O. Siam, Rashad Mustafa, Frederik Hesselmann, Tim Koenings, Steven X. Ding
2021 J jnl
A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection.
IEEE Trans. Ind. Electron.
Zhiwen Chen, Chang Liu, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui, Yuri A. W. Shardt
2021 J jnl
A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method With Application to Networked Multiaxis Motion Control System.
IEEE Trans. Ind. Electron.
Jun-Wei Zhu, Cao-Yuan Gu, Steven X. Ding, Wen-An Zhang, Xin Wang, Li Yu
2021 J jnl
A Real-Time Performance Recovery Framework for Vision-Based Control Systems.
IEEE Trans. Ind. Electron.
Yunsong Xu, Steven X. Ding, Hao Luo, Shen Yin
2021 J jnl
A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM.
Intell. Syst. Appl.
Sayed Rafay Bin Shah, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
2021 J jnl
A Sparse Nonstationary Trigonometric Gaussian Process Regression and Its Application on Nitrogen Oxide Prediction of the Diesel Engine.
IEEE Trans. Ind. Informatics
Haojie Huang, Yedong Song, Xin Peng, Steven X. Ding, Weimin Zhong, Wei Du
2021 J jnl
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems.
CoRR
Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu
2021 J jnl
Complex System Monitoring Based on Distributed Least Squares Method.
IEEE Trans Autom. Sci. Eng.
Xiaolu Chen, Jing Wang, Steven X. Ding
2021 J jnl
Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning.
Comput. Chem. Eng.
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding
2021 J jnl
Deep Convolutional Clustering-Based Time Series Anomaly Detection.
Sensors
Gavneet Singh Chadha, Intekhab Islam, Andreas Schwung, Steven X. Ding
2021 J jnl
Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector.
IEEE Trans. Cybern.
Qing Gao, Daoyi Dong, Ian R. Petersen, Steven X. Ding
2021 J jnl
Distributionally robust fault detection design and assessment for dynamical systems.
Autom.
Chao Shang, Steven X. Ding, Hao Ye
2021 J jnl
Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances.
IEEE Trans. Circuits Syst. I Regul. Pap.
Wanglei Cheng, Ke Zhang, Bin Jiang, Steven X. Ding
2021 J jnl
Gaussian Process Regression With Maximizing the Composite Conditional Likelihood.
IEEE Trans. Instrum. Meas.
Haojie Huang, Zhongmei Li, Xin Peng, Steven X. Ding, Weimin Zhong
2021 J jnl
Generalized dilation convolutional neural networks for remaining useful lifetime estimation.
Neurocomputing
Gavneet Singh Chadha, Utkarsh Panara, Andreas Schwung, Steven X. Ding
2021 J jnl
Graph neural network-based fault diagnosis: a review.
CoRR
Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri A. W. Shardt, Tao Peng, Chunhua Yang
2021 J jnl
Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision.
IEEE Trans. Ind. Informatics
Okyay Kaynak, Steven X. Ding, Ahmet Palazoglu, Hao Luo
2021 J jnl
Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches.
IEEE Trans. Circuits Syst. II Express Briefs
Ruijie Liu, Ying Yang, Linlin Li, Steven X. Ding
2021 J jnl
Parity Space Vector Machine Approach to Robust Fault Detection for Linear Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Maiying Zhong, Ting Xue, Yang Song, Steven X. Ding, Eve L. Ding
2021 J jnl
Performance Degradation Monitoring and Recovery of Vision-Based Control Systems.
IEEE Trans. Control. Syst. Technol.
Yunsong Xu, Shen Yin, Steven X. Ding, Hao Luo, Zhengen Zhao
2021 J jnl
Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems With T-S Fuzzy Implementation.
IEEE Trans. Cybern.
Huayun Han, Ying Yang, Linlin Li, Steven X. Ding
2021 J jnl
Robust finite-time cooperative formation control of UGV-UAV with model uncertainties and actuator faults.
J. Frankl. Inst.
Wanglei Cheng, Bin Jiang, Ke Zhang, Steven X. Ding
2020 J jnl
A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process.
IEEE Trans. Ind. Electron.
Kai Zhang, Kaixiang Peng, Steven X. Ding, Zhiwen Chen, Xu Yang
2020 — conf
A Data-Driven Fault Detection Scheme for Complex Industrial Systems Using Riemannian Metric and Randomized Algorithms.
ISIE
Han Yu, Shuting Yang, Steven X. Ding, Zhongcheng Dai, Shen Yin
2020 J jnl
A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models With Applications to Fault Detection.
IEEE Trans. Circuits Syst. I Regul. Pap.
Dong Zhao, Hak-Keung Lam, Yueyang Li, Steven X. Ding, Shuai Liu
2020 J jnl
An $H_{i}/H_{\infty }$ Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems.
IEEE Trans. Autom. Control.
Maiying Zhong, Steven X. Ding, Donghua Zhou, Xiao He
2020 J jnl
An Optimal Data-Driven Approach to Distribution Independent Fault Detection.
IEEE Trans. Ind. Informatics
Ting Xue, Maiying Zhong, Linlin Li, Steven X. Ding
2020 J jnl
Control Performance-Based Fault-Tolerant Control Strategy for Singular Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Dan Liu, Ying Yang, Linlin Li, Steven X. Ding
2020 J jnl
Curriculum-based Deep Reinforcement Learning for Quantum Control.
CoRR
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
2020 C conf
Data-based control of Peristaltic Sortation Machines using Discrete Element Method.
IECON
Fabian Westbrink, Andreas Schwung, Steven X. Ding
2020 J jnl
Data-driven design of fault-tolerant control systems based on recursive stable image representation.
Autom.
Xu Yang, Jingjing Gao, Linlin Li, Hao Luo, Steven X. Ding, Kaixiang Peng
2020 J jnl
Design of a Quantum Projection Filter.
IEEE Trans. Autom. Control.
Qing Gao, Daoyi Dong, Ian R. Petersen, Steven X. Ding
2020 — conf
Fault detection sensitivity of T
ICCA
Thomas Friebel, Robert Haber, Steven X. Ding
2020 J jnl
Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults.
IEEE Trans. Syst. Man Cybern. Syst.
Zhengen Zhao, Ying Yang, Steven X. Ding, Linlin Li
2020 J jnl
Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems.
CoRR
Yanan Liu, Daoyi Dong, Ian R. Petersen, Qing Gao, Steven X. Ding, Shota Yokoyama, Hidehiro Yonezawa
2020 J jnl
Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes.
Autom.
Linlin Li, Steven X. Ding
2020 J jnl
Gradient Monitored Reinforcement Learning.
CoRR
Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
2020 — conf
How to get a Parcel surfing.
AIM
Fabian Westbrink, Andreas Schwung, Steven X. Ding
2020 J jnl
Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill Processes.
IEEE Trans. Control. Syst. Technol.
Linlin Li, Steven X. Ding
2020 J jnl
Optimal state and fault estimation for two-dimensional discrete systems.
Autom.
Dong Zhao, Yueyang Li, Choon Ki Ahn, Steven X. Ding
2020 J jnl
Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven Implementation.
IEEE Trans. Ind. Informatics
Linlin Li, Steven X. Ding
2020 J jnl
Performance-Based Fault-Tolerant Control Approaches For Industrial Processes With Multiplicative Faults.
IEEE Trans. Ind. Informatics
Linlin Li, Steven X. Ding, Hao Luo, Kaixiang Peng, Ying Yang
2020 — conf
Permutation Learning in Convolutional Neural Networks for Time-Series Analysis.
ICANN (1)
Gavneet Singh Chadha, Jinwoo Kim, Andreas Schwung, Steven X. Ding
2019 J jnl
A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring.
IEEE Trans. Ind. Informatics
Zhiwen Chen, Yue Cao, Steven X. Ding, Kai Zhang, Tim Koenings, Tao Peng, Chunhua Yang, Weihua Gui
2019 J jnl
Actor-Critic Reinforcement Learning for Energy Optimization in Hybrid production Environments.
Int. J. Comput.
Dorothea Schwung, Andreas Schwung, Steven X. Ding
2019 J jnl
Application of randomized algorithms to assessment and design of observer-based fault detection systems.
Autom.
Steven X. Ding, Linlin Li, Minjia Krueger
2019 J jnl
Cost-sensitive large margin distribution machine for fault detection of wind turbines.
Clust. Comput.
Mingzhu Tang, Steven X. Ding, Chunhua Yang, Fanyong Cheng, Yuri A. W. Shardt, Wen Long, Daifei Liu
2019 J jnl
Existence and design of observers for two-dimensional linear systems with multiple channel faults.
Multidimens. Syst. Signal Process.
Liang Cao, Dong Zhao, Youqing Wang, Steven X. Ding
2019 J jnl
Fault Identifiability Analysis of Linear Discrete Time-Varying Systems.
IEEE Trans. Circuits Syst. I Regul. Pap.
Fangzhou Fu, Dayi Wang, Steven X. Ding, Dong Zhao
2019 J jnl
Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems.
IEEE Access
Linlin Li, Steven X. Ding, Kaixiang Peng, Jianbin Qiu, Ying Yang
2019 J jnl
On robust Kalman filter for two-dimensional uncertain linear discrete time-varying systems: A least squares method.
Autom.
Dong Zhao, Steven X. Ding, Hamid Reza Karimi, Yueyang Li, Youqing Wang
2019 J jnl
Performance-based fault detection and fault-tolerant control for automatic control systems.
Autom.
Linlin Li, Hao Luo, Steven X. Ding, Ying Yang, Kaixiang Peng
2019 C conf
Potential Game based Distributed Optimization of Modular Production Units.
INDIN
Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
2019 J jnl
Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.
IEEE Trans. Control. Syst. Technol.
Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen
2019 J jnl
Robust H
IEEE Trans. Autom. Control.
Dong Zhao, Steven X. Ding, Hamid Reza Karimi, Yueyang Li
2018 J jnl
A Data-Driven Computation Method for the Gap Metric and the Optimal Stability Margin.
IEEE Trans. Autom. Control.
Tim Koenings, Minjia Krueger, Hao Luo, Steven X. Ding
2018 J jnl
A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations.
IEEE Trans. Fuzzy Syst.
Linlin Li, Steven X. Ding, Ying Yang, Kaixiang Peng, Jianbin Qiu
2018 J jnl
A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique.
IEEE Access
Jing Zhou, Ying Yang, Steven X. Ding, Yanyang Zi, Muheng Wei
2018 J jnl
A survey on model-based fault diagnosis for linear discrete time-varying systems.
Neurocomputing
Maiying Zhong, Ting Xue, Steven X. Ding
2018 — conf
Closed Loop Fault Detectability Based on a Gap-Metric.
CCTA
André K. Sekunda, Steven X. Ding, Niels Kjølstad Poulsen, Henrik Niemann
2018 J jnl
Continuous fixed-time convergent regulator for dynamic systems with unbounded disturbances.
J. Frankl. Inst.
Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Tim Daszenies, Yuri B. Shtessel
2018 J jnl
Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specifications.
Autom.
Ali Chibani, Mohammed Chadli, Steven X. Ding, Naceur Benhadj Braiek
2018 J jnl
Diagnostic Observer Design for T-S Fuzzy Systems: Application to Real-Time-Weighted Fault-Detection Approach.
IEEE Trans. Fuzzy Syst.
Linlin Li, Mohammed Chadli, Steven X. Ding, Jianbin Qiu, Ying Yang
2018 J jnl
Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise: The Finite-Horizon Case.
IEEE Trans. Circuits Syst. I Regul. Pap.
Yueyang Li, Hamid Reza Karimi, Maiying Zhong, Steven X. Ding, Shuai Liu
2018 J jnl
Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms.
IEEE Trans. Ind. Electron.
Zhiwen Chen, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui
2018 J jnl
H
IEEE Trans. Syst. Man Cybern. Syst.
Dong Zhao, Youqing Wang, Yueyang Li, Steven X. Ding
2018 J jnl
Krein-space based robust H∞ fault estimation for two-dimensional uncertain linear discrete time-varying systems.
Syst. Control. Lett.
Dong Zhao, Steven X. Ding, Youqing Wang, Yueyang Li
2018 J jnl
Observer-based fault detection for uncertain nonlinear systems.
J. Frankl. Inst.
Huayun Han, Ying Yang, Linlin Li, Steven X. Ding
2018 — conf
On-line Energy Optimization of Hybrid Production Systems Using Actor-Critic Reinforcement Learning.
IEEE Conf. on Intelligent Systems
Dorothea Schwung, Andreas Schwung, Steven X. Ding
2018 J jnl
Robust Fault Detection for Observer-Based Feedback Control Systems.
Circuits Syst. Signal Process.
Zhengen Zhao, Ying Yang, Steven X. Ding, Linlin Li
2018 — conf
Self Learning in Flexible Manufacturing Units: A Reinforcement Learning Approach.
IEEE Conf. on Intelligent Systems
Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
2018 J jnl
State estimation for stochastic discrete-time systems with multiplicative noises and unknown inputs over fading channels.
Appl. Math. Comput.
Yueyang Li, Shuai Liu, Maiying Zhong, Steven X. Ding
2017 J jnl
A Probabilistic Approach to Robust Fault Detection for a Class of Nonlinear Systems.
IEEE Trans. Ind. Electron.
Maiying Zhong, Ligang Zhang, Steven X. Ding, Donghua Zhou
2017 C conf
Adaptive and iterative residual generator design for PnP process monitoring and control system.
IECON
Hao Luo, Shen Yin, Steven X. Ding, Shane Dominic
2017 J jnl
An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances.
J. Frankl. Inst.
Zhiwen Chen, Steven X. Ding, Hao Luo, Kai Zhang
2017 C conf
An application of reinforcement learning algorithms to industrial multi-robot stations for cooperative handling operation.
INDIN
Dorothea Schwung, Fabian Csaplar, Andreas Schwung, Steven X. Ding
2017 J jnl
An optimal fault detection approach for piecewise affine systems via diagnostic observers.
Autom.
Linlin Li, Steven X. Ding, Jianbin Qiu, Kaixiang Peng, Ying Yang
2017 J jnl
Assessment of
J. Frankl. Inst.
Kai Zhang, Steven X. Ding, Yuri A. W. Shardt, Zhiwen Chen, Kaixiang Peng
2017 — conf
Control performance based fault detection for nonlinear systems.
CDC
Huayun Han, Ying Yang, Linlin Li, Steven X. Ding
2017 J jnl
Data Mining and Analytics in the Process Industry: The Role of Machine Learning.
IEEE Access
Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang
2017 J jnl
Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Steven X. Ding, Yang Wang, Xuefeng Yan
2017 J jnl
Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes.
IEEE Trans. Syst. Man Cybern. Syst.
Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang, Dongmei Xu
2017 J jnl
PLC-Based Real-Time Realization of Flatness-Based Feedforward Control for Industrial Compression Systems.
IEEE Trans. Ind. Electron.
Shane Dominic, Yannik Lohr, Andreas Schwung, Steven X. Ding
2017 J jnl
Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation.
IEEE Trans. Cybern.
Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang
2017 J jnl
Real-Time Optimization of Automatic Control Systems With Application to BLDC Motor Test Rig.
IEEE Trans. Ind. Electron.
Hao Luo, Minjia Krueger, Tim Koenings, Steven X. Ding, Shane Dominic, Xu Yang
2017 J jnl
Satisfactory fault tolerant control with soft-constraint for discrete time-varying systems: numerical recursive approach.
J. Frankl. Inst.
Dengfeng Zhang, Jun Li, Baochun Lu, Steven X. Ding, Zhiquan Wang, Chao Zhao
2017 C conf
Self-optimization of energy consumption in complex bulk good processes using reinforcement learning.
INDIN
Dorothea Schwung, Tim Kempe, Andreas Schwung, Steven X. Ding
2017 J jnl
Special issue on recent advances on control and diagnosis via process measurements.
J. Frankl. Inst.
Shen Yin, Steven X. Ding, Reinaldo M. Palhares
2017 J jnl
Unbiased Minimum Variance Fault and State Estimation for Linear Discrete Time-Varying Two-Dimensional Systems.
IEEE Trans. Autom. Control.
Youqing Wang, Dong Zhao, Yueyang Li, Steven X. Ding
2016 J jnl
A New Scheme of Fault Detection for Linear Discrete Time-Varying Systems.
IEEE Trans. Autom. Control.
Maiying Zhong, Steven X. Ding, Donghua Zhou
2016 J jnl
A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System.
IEEE Trans. Ind. Electron.
Shen Yin, Bing Xiao, Steven X. Ding, Donghua Zhou
2016 — conf
A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring.
CDC
Kai Zhang, Yuri A. W. Shardt, Zhiwen Chen, Steven X. Ding, Kaixiang Peng
2016 J jnl
An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial Processes.
IEEE Trans. Ind. Electron.
Shane Dominic, Yuri A. W. Shardt, Steven X. Ding, Hao Luo
2016 J jnl
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data.
IEEE Trans. Ind. Electron.
Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding
2016 J jnl
Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Biao Huang, Steven X. Ding, Xuefeng Yan
2016 — conf
Continuous fixed-time control for cart inverted pendulum stabilization.
CDC
Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Tim Daszenies, Yuri B. Shtessel
2016 J jnl
Diagnosis and Prognosis for Complicated Industrial Systems - Part I.
IEEE Trans. Ind. Electron.
Shen Yin, Steven X. Ding, Donghua Zhou
2016 J jnl
Diagnosis and Prognosis for Complicated Industrial Systems - Part II.
IEEE Trans. Ind. Electron.
Shen Yin, Steven X. Ding, Donghua Zhou
2016 J jnl
Estimating the unknown time delay in chemical processes.
Eng. Appl. Artif. Intell.
Siamak Mehrkanoon, Yuri A. W. Shardt, Johan A. K. Suykens, Steven X. Ding
2016 J jnl
Fuzzy-Model-Based Reliable Static Output Feedback ℋ
IEEE Trans. Fuzzy Syst.
Jianbin Qiu, Steven X. Ding, Huijun Gao, Shen Yin
2016 J jnl
On ℋ
IEEE Trans. Autom. Control.
Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao
2016 J jnl
Online Monitoring System Design for Roll Eccentricity in Rolling Mills.
IEEE Trans. Ind. Electron.
Xu Yang, Hao Luo, Minjia Krueger, Steven X. Ding, Kaixiang Peng
2016 J jnl
Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed Convergence.
IEEE Trans. Syst. Man Cybern. Syst.
Yong Zhang, Ying Yang, Steven X. Ding, Linlin Li
2016 J jnl
Optimal fault detection design via iterative estimation methods for industrial control systems.
J. Frankl. Inst.
Linlin Li, Steven X. Ding, Yong Zhang, Ying Yang
2016 J jnl
Parameterization of Nonlinear Observer-Based Fault Detection Systems.
IEEE Trans. Autom. Control.
Ying Yang, Steven X. Ding, Linlin Li
2016 J jnl
Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey.
IEEE Trans. Ind. Electron.
Jianbin Qiu, Huijun Gao, Steven X. Ding
2016 J jnl
Robust fuzzy observer-based fault detection for nonlinear systems with disturbances.
Neurocomputing
Linlin Li, Steven X. Ding, Ying Yang, Yong Zhang
2016 J jnl
Weighted Fuzzy Observer-Based Fault Detection Approach for Discrete-Time Nonlinear Systems via Piecewise-Fuzzy Lyapunov Functions.
IEEE Trans. Fuzzy Syst.
Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang, Yong Zhang
2015 J jnl
A Control-Theoretic Study on Runge-Kutta Methods With Application to Real-Time Fault-Tolerant Control of Nonlinear Systems.
IEEE Trans. Ind. Electron.
Ying Yang, Linlin Li, Steven X. Ding
2015 J jnl
A New Soft-Sensor-Based Process Monitoring Scheme Incorporating Infrequent KPI Measurements.
IEEE Trans. Ind. Electron.
Yuri A. W. Shardt, Haiyang Hao, Steven X. Ding
2015 J jnl
A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches.
IEEE Trans. Ind. Electron.
Zhiwei Gao, Carlo Cecati, Steven X. Ding
2015 J jnl
A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches.
IEEE Trans. Ind. Electron.
Zhiwei Gao, Carlo Cecati, Steven X. Ding
2015 J jnl
A nonhomogeneous super-twisting algorithm for systems of relative degree more than one.
J. Frankl. Inst.
Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Shane Dominic
2015 J jnl
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings.
IEEE Trans. Ind. Electron.
Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding
2015 J jnl
Design and Implementation of Lifecycle Management for Industrial Control Applications.
IEEE Trans. Control. Syst. Technol.
Ying Yang, Yong Zhang, Steven X. Ding, Linlin Li
2015 J jnl
Detecting scalar intermittent faults in linear stochastic dynamic systems.
Int. J. Syst. Sci.
Maoyin Chen, Guibin Xu, Rongyi Yan, Steven X. Ding, Donghua Zhou
2015 J jnl
Event-Based H
IEEE Trans. Signal Process.
Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao
2015 J jnl
Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantization.
Autom.
Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao
2015 J jnl
On fault-tolerant control configurations for a class of nonlinear systems.
J. Frankl. Inst.
Linlin Li, Ying Yang, Steven X. Ding, Yong Zhang, Shouchao Zhai
2015 J jnl
On observer-based fault detection for nonlinear systems.
Syst. Control. Lett.
Ying Yang, Steven X. Ding, Linlin Li
2015 J jnl
Parity space-based fault detection for linear discrete time-varying systems with unknown input.
Autom.
Maiying Zhong, Yang Song, Steven X. Ding
2015 J jnl
Real-Time Fault Diagnosis and Fault-Tolerant Control.
IEEE Trans. Ind. Electron.
Zhiwei Gao, Steven X. Ding, Carlo Cecati
2015 J jnl
Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faults.
J. Intell. Fuzzy Syst.
Jianbin Qiu, Steven X. Ding, Linlin Li, Shen Yin
2015 — ch.
Robust Fault Diagnosis and Control.
Encyclopedia of Systems and Control
Steven X. Ding
2015 J jnl
Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric Vehicle.
IEEE Trans. Control. Syst. Technol.
Christoph Kandler, Tim Koenings, Steven X. Ding, Nick Weinhold, Matthias Schultalbers
2014 J jnl
A Review on Basic Data-Driven Approaches for Industrial Process Monitoring.
IEEE Trans. Ind. Electron.
Shen Yin, Steven X. Ding, Xiaochen Xie, Hao Luo
2014 C conf
A data-based performance management framework for large-scale industrial processes.
CCA
Haiyang Hao, Kai Zhang, Steven X. Ding, Adel Haghani, Hao Luo
2014 — conf
A data-driven fault detection approach for static processes with deterministic disturbances.
ISIE
Hao Luo, Steven X. Ding, Kai Zhang, Shen Yin
2014 J jnl
A fault detection scheme for linear discrete-time systems with an integrated online performance evaluation.
Int. J. Control
Steven X. Ding, Bo Shen, Zidong Wang, Maiying Zhong
2014 J jnl
An H
IEEE Trans. Control. Syst. Technol.
Ying Wang, Steven X. Ding, Dongmei Xu, Bo Shen
2014 J jnl
Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications.
IEEE Trans. Ind. Electron.
Yong Zhang, Ying Yang, Steven X. Ding, Linlin Li
2014 J jnl
Data-driven realizations of kernel and image representations and their application to fault detection and control system design.
Autom.
Steven X. Ding, Ying Yang, Yong Zhang, Linlin Li
2014 J jnl
Distributed filtering with randomly occurring uncertainties over sensor networks: the channel fading case.
Int. J. Gen. Syst.
Hongli Dong, Steven X. Ding, Weijian Ren
2014 J jnl
Fault detection filter design for discrete-time nonlinear systems - A mixed H
Syst. Control. Lett.
Abdul Qayyum Khan, Muhammad Abid, Steven X. Ding
2014 J jnl
Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems.
Autom.
Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao
2014 J jnl
Quality-Related Fault Detection in Industrial Multimode Dynamic Processes.
IEEE Trans. Ind. Electron.
Adel Haghani, Torsten Jeinsch, Steven X. Ding
2014 J jnl
Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization.
IEEE Trans. Ind. Electron.
Shen Yin, Hao Luo, Steven X. Ding
2013 — conf
A KPI-related multiplicative fault diagnosis scheme for industrial processes.
ICCA
Haiyang Hao, Kai Zhang, Steven X. Ding, Zhiwen Chen, Yaguo Lei, Zhikun Hu
2013 J jnl
A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill.
IEEE Trans. Ind. Informatics
Steven X. Ding, Shen Yin, Kaixiang Peng, Haiyang Hao, Bo Shen
2013 C conf
A convex optimisation based approach to PI-controller tuning for time invariant integrator and low order lag plus delay plants.
CCA
Jonas Esch, Tim Koenings, Steven X. Ding
2013 — conf
A data-driven approach for sensor fault diagnosis in gearbox of wind energy conversion system.
ICCA
Minjia Krueger, Steven X. Ding, Adel Haghani, Peter Engel, Torsten Jeinsch
2013 — conf
A novel mid-ranging approach for idle speed control of a hybrid electric powertrain.
CDC
Christoph Kandler, Tim Koenings, Steven X. Ding, Frank Wobbe, Nick Weinhold, Matthias Schultalbers
2013 J jnl
A projection-based method of fault detection for linear discrete time-varying systems.
Int. J. Syst. Sci.
Maiying Zhong, Steven X. Ding
2013 J jnl
An Integrated Design Framework of Fault-Tolerant Wireless Networked Control Systems for Industrial Automatic Control Applications.
IEEE Trans. Ind. Informatics
Steven X. Ding, Ping Zhang, Shen Yin, Eve L. Ding
2013 — conf
Control performance index minimal tuning of set-point weighted PID-controllers for LTI plants based on convex optimisation.
MED
Jonas Esch, Steven X. Ding, Nick Weinhold, Matthias Schultalbers
2013 C conf
Data-driven design of KPI-related fault-tolerant control system for wind turbines.
ACC
Hao Luo, Steven X. Ding, Adel Haghani, Haiyang Hao, Shen Yin, Torsten Jeinsch
2013 J jnl
Data-driven monitoring for stochastic systems and its application on batch process.
Int. J. Syst. Sci.
Shen Yin, Steven X. Ding, Adel Haghani Abandan Sari, Haiyang Hao
2013 J jnl
Finite-Horizon H
IEEE Trans. Circuits Syst. II Express Briefs
Bo Shen, Steven X. Ding, Zidong Wang
2013 J jnl
Finite-horizon H
Autom.
Bo Shen, Steven X. Ding, Zidong Wang
2013 J jnl
H_/H
Autom.
Mohammed Chadli, Ali Abdo, Steven X. Ding
2013 — conf
Integrated fault detection in multiple switched systems.
ECC
Ali Abdo, Steven X. Ding, Jedsada Saijai, Waseem Damlakhi
2013 — conf
Optimal performance tuning of a PI-controller for an integrator plant with uncertain parameters as a convex optimisation problem.
CDC
Jonas Esch, Tim Koenings, Steven X. Ding
2013 — conf
Quadratic optimal fault tolerant control on wireless networked control system.
ICCA
Dongmei Xu, Steven X. Ding, Ying Wang, Bo Shen
2012 J jnl
A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems.
IEEE Trans. Autom. Control.
Ping Zhang, Steven X. Ding, Ping Liu
2012 J jnl
A control-theoretic study on iterative solutions to nonlinear equations for applications in embedded systems.
Autom.
Ying Yang, Steven X. Ding
2012 C conf
A differential flatness based model predictive control approach.
CCA
Christoph Kandler, Steven X. Ding, Tim Koenings, Nick Weinhold, Matthias Schultalbers
2012 J jnl
Active fault tolerant control for a class of linear time-delay systems in finite frequency domain.
Int. J. Syst. Sci.
Quanchao Dong, Maiying Zhong, Steven X. Ding
2012 — conf
Data-driven quality monitoring and fault detection for multimode nonlinear processes.
CDC
Adel Haghani, Steven X. Ding, Jonas Esch, Haiyang Hao
2012 J jnl
Decentralized Networked Control System Design Using T-S Fuzzy Approach.
IEEE Trans. Fuzzy Syst.
Changchun Hua, Steven X. Ding
2012 — conf
Fault detection for switched systems based on a deterministic method.
CDC
Ali Abdo, Steven X. Ding, Jedsada Saijai, Waseem Damlakhi
2012 C conf
Fault detection scheme for discrete-time Markov jump linear systems with mode-independent residual.
CCA
Jedsada Saijai, Ali Abdo, Waseem Damlakhi, Steven X. Ding
2012 J jnl
Robust controller design for uncertain multiple-delay systems with unknown actuator parameters.
Autom.
Changchun Hua, Steven X. Ding, Xin-Ping Guan
2011 — conf
A fault detection scheme for discrete-time Markov jump linear systems.
CDC/ECC
Jedsada Saijai, Ali Abdo, Waseem Damlakhi, Steven X. Ding
2011 — conf
An approach to data-driven design of feedback control systems with embedded residual generation.
CDC/ECC
Steven X. Ding, Yulei Wang, Ying Yang
2011 J jnl
Integrated Design of Observer Based Fault Detection for a Class of Uncertain Nonlinear Systems.
Int. J. Appl. Math. Comput. Sci.
Wei Chen, Abdul Qayyum Khan, Muhammad Abid, Steven X. Ding
2011 J jnl
Model Following Controller Design for Large-Scale Systems With Time-Delay Interconnections and Multiple Dead-Zone Inputs.
IEEE Trans. Autom. Control.
Changchun Hua, Steven X. Ding
2011 J jnl
Optimal residual evaluation for nonlinear systems using post-filter and threshold.
Int. J. Control
Muhammad Abid, Wei Chen, Steven X. Ding, Abdul Qayyum Khan
2011 — conf
Robust fault detection filter design for uncertain switched systems with adaptive threshold setting.
CDC/ECC
Ali Abdo, Steven X. Ding, Waseem Damlakhi, Jedsada Saijai
2011 J jnl
Subspace aided data-driven design of robust fault detection and isolation systems.
Autom.
Yulei Wang, Guangfu Ma, Steven X. Ding, Chuanjiang Li
2010 J jnl
Feedback Control Structures, Embedded Residual Signals, and Feedback Control Schemes With an Integrated Residual Access.
IEEE Trans. Control. Syst. Technol.
Steven X. Ding, G. Yang, Ping Zhang, Eve L. Ding, Torsten Jeinsch, Nick Weinhold, Matthias Schultalbers
2010 J jnl
On Designing H
IEEE Trans. Autom. Control.
Maiying Zhong, Donghua Zhou, Steven X. Ding
2010 J jnl
Optimal fault detection for linear discrete time-varying systems.
Autom.
Maiying Zhong, Steven X. Ding, Eve L. Ding
2010 J jnl
Parity Space-Based Fault Estimation for Linear Discrete Time-Varying Systems.
IEEE Trans. Autom. Control.
Maiying Zhong, Steven X. Ding, Qing-Long Han, Qiang Ding
2010 J jnl
Remote fault detection system design with online channel reliability information.
Int. J. Syst. Sci.
Wei Li, Steven X. Ding
2009 J jnl
A fault-tolerant control framework for a class of non-linear networked control systems.
Int. J. Syst. Sci.
Zehui Mao, Bin Jiang, Steven X. Ding
2009 — conf
A parity space approach to fault detection for networked control system via optimal measurement selection.
CDC
Tao Peng, Steven X. Ding, Wei-Hua Gui, Jie Chen
2009 — conf
A performance indices based self-tuning approach to the calibration of the 2DOF structured control loops in SI-engines.
ECC
Guojun Yang, Torsten Jeinsch, Steven X. Ding, Nick Weinhold, Claus Kirchner, Matthias Schultalbers
2009 J jnl
Fault detection of networked control systems with limited communication.
Int. J. Control
Yongqiang Wang, Hao Ye, Steven X. Ding, Yue Cheng, Ping Zhang, Guizeng Wang
2009 J jnl
Influence of Sampling Period on a Class of Optimal Fault-Detection Performance.
IEEE Trans. Autom. Control.
Ping Zhang, Steven X. Ding
2009 J jnl
Integrated design of feedback controllers and fault detectors.
Annu. Rev. Control.
Steven X. Ding
2009 — conf
On optimal Fault Detection of nonlinear systems.
CDC
Abdul Qayyum Khan, Muhammad Abid, Wei Chen, Steven X. Ding
2009 — conf
Optimal Hi=H
CDC
Wei Li, Steven X. Ding, Zhencai Zhu
2009 J jnl
Residual generation and evaluation of networked control systems subject to random packet dropout.
Autom.
Yongqiang Wang, Hao Ye, Steven X. Ding, Guizeng Wang, Donghua Zhou
2009 — conf
Threshold computation for robust fault detection in a class of continuous-time nonlinear systems.
ECC
Abdul Qayyum Khan, Steven X. Ding
2008 J jnl
A New Fault Detection Scheme for Networked Control Systems Subject to Uncertain Time-Varying Delay.
IEEE Trans. Signal Process.
Yongqiang Wang, Steven X. Ding, Hao Ye, Guizeng Wang
2008 J jnl
An integrated trade-off design of observer based fault detection systems.
Autom.
Ping Zhang, Steven X. Ding
2008 J jnl
Fuzzy State/Disturbance Observer Design for T-S Fuzzy Systems With Application to Sensor Fault Estimation.
IEEE Trans. Syst. Man Cybern. Part B
Zhiwei Gao, Xiaoyan Shi, Steven X. Ding
2008 — conf
Integrated design of an observer-based fault detection system over unreliable digital channels.
CDC
Wei Li, Steven X. Ding
2008 J jnl
Networked Fault Detection Systems with Noisy Data Transmission (Vernetzte Fehlerdetektionssysteme mit verrauschter Datenübertragung).
Autom.
Wei Li, Ping Zhang, Steven X. Ding, Ionut C. Chihaia, Eberhard Goldschmidt, Oliver Bredtmann, Andreas Czylwik
2007 J jnl
A Generic Strategy for Fault-Tolerance in Control Systems Distributed Over a Network.
Eur. J. Control
Ronald J. Patton, Chandrasekhar Kambhampati, Alessandro Casavola, Ping Zhang, Steven X. Ding, Dominique Sauter
2007 J jnl
A model-free approach to fault detection of continuous-time systems based on time domain data.
Int. J. Autom. Comput.
Ping Zhang, Steven X. Ding
2007 J jnl
Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems.
Autom.
Zhiwei Gao, Steven X. Ding
2007 — conf
Adaptive and Cooperative Sampling in Networked Control Systems.
ICNSC
Ping Zhang, Steven X. Ding, Ronald J. Patton, Chandra Kambhampati
2007 J jnl
Disturbance decoupling in fault detection of linear periodic systems.
Autom.
Ping Zhang, Steven X. Ding
2007 J jnl
Fault Detection for Uncertain Fuzzy Systems: An LMI Approach.
IEEE Trans. Fuzzy Syst.
Sing Kiong Nguang, Peng Shi, Steven X. Ding
2007 — conf
Fault detection over noisy wireless channels.
CDC
Wei Li, Ping Zhang, Steven X. Ding, Oliver Bredtmann
2007 J jnl
Observer-Based Fast Rate Fault Detection for a Class of Multirate Sampled-Data Systems.
IEEE Trans. Autom. Control.
Maiying Zhong, Hao Ye, Steven X. Ding, Guizeng Wang
2007 — conf
On monotonicity of a class of optimal fault detection performance versus sampling period.
CDC
Ping Zhang, Steven X. Ding
2007 J jnl
Parity relation based fault estimation for nonlinear systems: An LMI approach.
Int. J. Autom. Comput.
Sing Kiong Nguang, Ping Zhang, Steven X. Ding
2007 J jnl
State and Disturbance Estimator for Time-Delay Systems With Application to Fault Estimation and Signal Compensation.
IEEE Trans. Signal Process.
Zhiwei Gao, Steven X. Ding
2006 J jnl
Abschied von Prof. em. Dr.-Ing. Dr. h.c. mult. Paul M. Frank.
Autom.
Steven X. Ding
2006 — conf
Adaptive Kernel Leaning Networks with Application to Nonlinear System Identification.
ICONIP (1)
Haiqing Wang, Ping Li, Zhi-Huan Song, Steven X. Ding
2006 C conf
Delay dependent fault estimation for uncertain time delay nonlinear systems: an LMI approach.
ACC
Sing Kiong Nguang, Peng Shi, Steven X. Ding
2006 J jnl
Obituary of Paul Franke.
Eur. J. Control
Ron Patton, Steven X. Ding
2006 J jnl
On the relationship between parity space and H
Syst. Control. Lett.
Ping Zhang, Hao Ye, Steven X. Ding, Guizeng Wang, Donghua Zhou
2006 C conf
Parity based fault estimation for nonlinear systems: an LMI approach.
ACC
Sing Kiong Nguang, Ping Zhang, Steven X. Ding
2006 — conf
Soft Analyzer Modeling for Dearomatization Unit Using KPCR with Online Eigenspace Decomposition.
ICONIP (1)
Haiqing Wang, Daoying Pi, Ning Jiang, Steven X. Ding
2005 — conf
A Model-Free Approach to Fault Detection of Periodic Systems.
ISIC
Ping Zhang, Steven X. Ding
2005 — conf
A Simple Fault Detection Scheme for Nonlinear Systems.
ISIC
Ping Zhang, Steven X. Ding
2005 C conf
Embedded model-based fault diagnosis for on-board diagnosis of engine control systems.
CCA
Nick Weinhold, Steven X. Ding, Torsten Jeinsch, Matthias Schultalbers
2005 — conf
Fault Tolerant Measurement and Monitoring of a Nonlinear Two-Tank System.
ISIC
Ping Zhang, Steven X. Ding
2005 J jnl
Fault detection of linear discrete-time periodic systems.
IEEE Trans. Autom. Control.
Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou
2005 C conf
Fault detection of uncertain systems based on probabilistic robustness theory.
ACC
Ping Zhang, Steven X. Ding, M. Sader, René Noack
2005 — conf
Fault tolerant monitoring of vehicle lateral dynamics stabilization systems.
CDC/ECC
Steven X. Ding, Stefan Schneider, Eve L. Ding, Ansgar Rehm
2005 C conf
Integration of fdi functional units into embedded tracking control loops and its application to FDI in engine control systems.
CCA
Steven X. Ding, Nick Weinhold, Ping Zhang, Eve L. Ding, Torsten Jeinsch, Matthias Schultalbers
2005 C conf
Parity space based FDI-scheme for vehicle lateral dynamics.
CCA
Stefan Schneider, Nick Weinhold, Steven X. Ding, Ansgar Rehm
2004 J jnl
A new parity space approach for fault detection based on stationary wavelet transform.
IEEE Trans. Autom. Control.
Hao Ye, Guizeng Wang, Steven X. Ding
2004 C conf
Fault detection of networked control systems with network-induced delay.
ICARCV
Hao Ye, Steven X. Ding
2003 J jnl
A frequency domain approach to fault detection in sampled-data systems.
Autom.
Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou
2003 C conf
A new fault detection approach based on parity relation and stationary wavelet transform.
ACC
Hao Ye, Guizeng Wang, Steven X. Ding
2003 C conf
An FD approach for multirate sampled-data systems in the frequency domain.
ACC
Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou
2003 J jnl
An LMI approach to design robust fault detection filter for uncertain LTI systems.
Autom.
Maiying Zhong, Steven X. Ding, James Lam, Haibo Wang
2003 — conf
Application of probabilistic robustness technique to the fault detection system design.
CDC
Steven X. Ding, Ping Zhang, Paul Martin Frank, Eve L. Ding
2003 — conf
Dynamic functional - Link neural networks genetically evolved applied to fault diagnosis.
ECC
Teodor Marcu, Birgit Köppen-Seliger, Paul Martin Frank, Steven X. Ding
2003 — conf
Fault detection filter design for LTI system with time delays.
CDC
Maiying Zhong, Steven X. Ding, James Lam, Chenghui Zhang
2003 — conf
Fault detection in uncertain linear continuous-time periodic systems.
ECC
Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou, Torsten Jeinsch, René Noack
2003 — conf
Multiobjective design of fault detection filters.
ECC
Steven X. Ding, Ping Zhang, Eve L. Ding, Paul Martin Frank, M. Sader
2003 C conf
Study on detecting multiplicative faults in linear dynamic systems.
ACC
Steven X. Ding, Ping Zhang, Eve L. Ding, Paul Martin Frank
2003 — conf
Threshold calculation using LMI-technique and its integration in the design of fault detection systems.
CDC
Steven X. Ding, Ping Zhang, Paul Martin Frank, Eve L. Ding
2002 C conf
An H
ACC
Ping Zhang, Steven X. Ding, G. Z. Wang, D. H. Zhou, Eve L. Ding
2002 — conf
An approach to the detection of multiplicative faults in uncertain dynamic systems.
CDC
Steven X. Ding, Paul Martin Frank, Eve L. Ding
2002 J jnl
Integrated design of fault detection systems in time-frequency domain.
IEEE Trans. Autom. Control.
Hao Ye, Steven X. Ding, Guizeng Wang
2001 C conf
An FDI approach for sampled-data systems.
ACC
Ping Zhang, Steven X. Ding, G. Z. Wang, D. H. Zhou
2001 — conf
An LMI approach to robust fault detection filter design for discrete-time systems with model uncertainty.
CDC
Maiying Zhong, Steven X. Ding, Bingyong Tang, Ping Zhang, Torsten Jeinsch
2001 C conf
An LMI approach to the design of fault detection filter for time-delay LTI systems with unknown inputs.
ACC
Steven X. Ding, Maiying Zhong, Bingyong Tang, Ping Zhang
2001 — conf
Fault detection approaches for multirate-output sampled-data system with time delays.
ECC
Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou
2001 — conf
Studies on model-based fault isolation methods for LTI processes and some new results.
ECC
Steven X. Ding, Paul Martin Frank, Eve L. Ding, Torsten Jeinsch, M. Sader
2000 — conf
A time-frequency domain fault detection approach based on parity relation and wavelet transform.
CDC
Hao Ye, Ping Zhang, Steven X. Ding, Guizeng Wang
2000 — conf
Fault detection system design based on a new trade-off strategy.
CDC
Steven X. Ding, Paul Martin Frank, Eve L. Ding, Torsten Jeinsch
1999 J jnl
A characterization of parity space and its application to robust fault detection.
IEEE Trans. Autom. Control.
Steven X. Ding, Limin Guo, Torsten Jeinsch
1999 — conf
Application of observer based FDI schemes to the three tank system.
ECC
Steven X. Ding, Torsten Jeinsch, Eve L. Ding, D. H. Zhou, Guizeng Wang
1998 J jnl
Discussion on: 'Fault Detection and Isolation for State Affine Systems' by H. Hammouri, M. Kinnaert and H. EI Yaagoubi.
Eur. J. Control
A. Stephen Morse, Steven X. Ding, Paul Martin Frank, Ralf Seliger, Felipe M. Pait, Hassan Hammouri, Michel Kinnaert, El Hassane El Yaagoubi