Steven X. Ding

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 163

Top Venues

IEEE Trans. Ind. Electron.

Autom.

IEEE Trans. Autom. Control.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou
Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes. IEEE Trans. Ind. Informatics 20 (2) (2024)
Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding
Deep Mixed Domain Generalization Network for Intelligent Fault Diagnosis Under Unseen Conditions. IEEE Trans. Ind. Electron. 71 (1) (2024)
Long Gao, Donghui Li, Zhiwen Chen, Steven X. Ding, Hao Luo
SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems. IEEE Trans. Ind. Electron. 71 (9) (2024)
Dan Yang, Xin Peng, Chao Jiang, Xiaolong Wu, Steven X. Ding, Weimin Zhong
Transferable Deep Slow Feature Network With Target Feature Attention for Few-Shot Time-Series Prediction. IEEE Trans. Ind. Informatics 20 (5) (2024)
Hailang Jin, Zhicheng Zhang, Steven X. Ding, David Zhiwei Gao, Yijing Wang, Zhiqiang Zuo
Fault Diagnosis for Parallel Lithium-Ion Battery Packs With Main Current Sensor Fault and Internal Resistance Fault. IEEE Trans. Instrum. Meas. 73 (2024)
Caroline Charlotte Zhu, Kristian Kasten, Joachim Birk, Steven X. Ding
Ein alternatives, datenbasiertes FDI-Framework basierend auf SPD-Matrizen. Autom. 72 (4) (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)
Yafeng Li, Steven X. Ding, Guopin Liu, Changchun Hua
Sampled-Data-Based Distributed Output Feedback Leader-Following Consensus for Time-Delay Multiagent Systems. IEEE Trans. Autom. Control. 69 (1) (2024)
Ruonan Liu, Quanhu Zhang, Di Lin, Weidong Zhang, Steven X. Ding
Causal intervention graph neural network for fault diagnosis of complex industrial processes. Reliab. Eng. Syst. Saf. 251 (2024)
Fan Wang, Zidong Wang, Jinling Liang, Quanbo Ge, Steven X. Ding
Recursive filtering for two-dimensional systems with amplify-and-forward relays: Handling degraded measurements and dynamic biases. Inf. Fusion 108 (2024)
Fan Wang, Zidong Wang, Jinling Liang, Quanbo Ge, Steven X. Ding
Recursive state estimation for two-dimensional systems over decode-and-forward relay channels: A local minimum-variance approach. Inf. Sci. 678 (2024)
Yanhui Tong, Steven X. Ding, Bixuan Huang, Yueying Wang
Event-triggered quasi-time-varying H∞ filtering for switched systems via multiple trigger-dependent Lyapunov functionals. Inf. Sci. 684 (2024)
Kuo Li, Steven X. Ding, Wei Xing Zheng, Changchun Hua
Global Distributed Fault-Tolerant Consensus Control of Nonlinear Delayed Multiagent Systems With Hybrid Faults. IEEE Trans. Autom. Control. 69 (3) (2024)
Dajian Huang, Wen-an Zhang, Steven X. Ding
Bearing Fault Diagnosis With Incomplete Training Data: Fault Data With Partial Diameters. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Tianyu Liu, Steven X. Ding, Jiarui Zhang, Liutao Zhou
PINN-based viscosity solution of HJB equation. CoRR (2023)
Chao Shang, Hao Ye, Dexian Huang, Steven X. Ding
From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information. IEEE Trans. Autom. Control. 68 (9) (2023)
Steven X. Ding, Linlin Li
A study on fault diagnosis in nonlinear dynamic systems with uncertainties. CoRR (2023)
Zhaohui Tang, Jin Zhang, Yongfang Xie, Steven X. Ding, Mingxi Ai
Semisupervised Contrastive Memory Network for Industrial Process Working Condition Monitoring. IEEE Trans. Instrum. Meas. 72 (2023)
Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
Gradient Monitored Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Yafeng Li, Steven X. Ding, Changchun Hua, Guopin Liu
Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching Graphs. IEEE Trans. Cybern. 53 (1) (2023)
Jiarui Zhang, Steven X. Ding, Linlin Li
Distributed Sensor FD for Sensor Networks. ISIE (2023)
Mingxi Ai, Yongfang Xie, Steven X. Ding, Zhaohui Tang, Weihua Gui
Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring. IEEE Trans. Ind. Electron. 70 (9) (2023)
Yafeng Li, Steven X. Ding, Changchun Hua, Jiannan Chen
Output-Constrained Consensus Tracking for High-Order Nonlinear Multiagent Systems Under Switching Networks. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding
PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies. IEEE Trans. Cybern. 53 (9) (2023)
Yafeng Li, Steven X. Ding, Changchun Hua, Guopin Liu
Distributed Output-Feedback Bipartite Consensus for Stochastic Nonlinear Multiagent Systems Under Directed Switching Networks. IEEE Trans. Syst. Man Cybern. Syst. 53 (5) (2023)
Haojie Huang, Xin Peng, Wei Du, Steven X. Ding, Weimin Zhong
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. 70 (11) (2023)
Dong Zhao, Yang Shi, Steven X. Ding, Yueyang Li, Fangzhou Fu
Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems. CoRR (2023)
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
Curriculum-Based Deep Reinforcement Learning for Quantum Control. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Dongyue Chen, Ruonan Liu, Qinghua Hu, Steven X. Ding
Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
Adopting attention-mechanisms for Neural Logic Rule Layers. Autom. 70 (3) (2022)
Yanan Liu, Daoyi Dong, Ian R. Petersen, Qing Gao, Steven X. Ding, Shota Yokoyama, Hidehiro Yonezawa
Fault-Tolerant Coherent $H^\infty$ Control for Linear Quantum Systems. IEEE Trans. Autom. Control. 67 (10) (2022)
Linlin Li, Steven X. Ding, Ketian Liang, Zhiwen Chen, Ting Xue
Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems. CoRR (2022)
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)
Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang
Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Steven X. Ding, Linlin Li, Tianyu Liu
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods. CoRR (2022)
Dorothea Schwung, Andreas Schwung, Steven X. Ding
Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach. IEEE Trans. Cybern. 52 (4) (2022)
Ke Zhang, Bin Jiang, Steven X. Ding, Donghua Zhou
Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems With Sensor Faults. IEEE Trans. Cybern. 52 (3) (2022)
Changsheng Hua, Linlin Li, Steven X. Ding
Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control Systems. IEEE Trans. Autom. Control. 67 (6) (2022)
Gavneet Singh Chadha, Sayed Rafay Bin Shah, Andreas Schwung, Steven X. Ding
Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation. IEEE Access 10 (2022)
Xiuli Wang, Bin Jiang, Shaomin Wu, Ningyun Lu, Steven X. Ding
Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction. IEEE Trans. Ind. Electron. 69 (9) (2022)
Chun Liu, Bin Jiang, Ke Zhang, Steven X. Ding
Hierarchical Structure-Based Fault-Tolerant Tracking Control of Multiple 3-DOF Laboratory Helicopters. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Linlin Li, Steven X. Ding, Yuhong Na, Jianbin Qiu
An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode Estimation. IEEE Trans. Circuits Syst. II Express Briefs 69 (2) (2022)
Yuanyuan Tu, Dayi Wang, Steven X. Ding, Fangzhou Fu, Wenbo Li
A Reconfiguration-Based Fault-Tolerant Control Method for Nonlinear Uncertain Systems. IEEE Trans. Autom. Control. 67 (11) (2022)
Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding
Weighted quantile discrepancy-based deep domain adaptation network for intelligent fault diagnosis. Knowl. Based Syst. 240 (2022)
Wanglei Cheng, Ke Zhang, Bin Jiang, Steven X. Ding
Fixed-Time Formation Tracking for Heterogeneous Multiagent Systems Under Actuator Faults and Directed Topologies. IEEE Trans. Aerosp. Electron. Syst. 58 (4) (2022)
Linlin Li, Steven X. Ding, Xin Peng
Optimal Observer-Based Fault Detection and Estimation Approaches for T-S Fuzzy Systems. IEEE Trans. Fuzzy Syst. 30 (2) (2022)
Maiying Zhong, Xiaoting Du, Yang Song, Ting Xue, Steven X. Ding
Event-Triggered Parity Space Approach to Fault Detection for Linear Discrete-Time Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Maiying Zhong, Steven X. Ding, Qing-Long Han, Xiao He, Donghua Zhou
A Krein space-based approach to event-triggered H∞ filtering for linear discrete time-varying systems. Autom. 135 (2022)
Ting Xue, Steven X. Ding, Maiying Zhong, Donghua Zhou
An Integrated Design Scheme for SKR-Based Data-Driven Dynamic Fault Detection Systems. IEEE Trans. Ind. Informatics 18 (10) (2022)
Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems. Autom. 142 (2022)
Jun-Wei Zhu, Qi Wang, Steven X. Ding, Wen-An Zhang, Li Yu
Performance guaranteed attack reconstruction for cyber-physical systems: A new intermediate estimator-based framework. Autom. 142 (2022)
Jan Niclas Reimann, Bhargav Bharat Shukla, Andreas Schwung, Steven X. Ding
Similarity Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks. ICPRAM (Revised Selected Papers) (2022)
Jan Niclas Reimann, Andreas Schwung, Steven X. Ding
Neural logic rule layers. Inf. Sci. 596 (2022)
Xiuli Wang, Bin Jiang, Steven X. Ding, Ningyun Lu, Yang Li
Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train. IEEE Trans. Cybern. 52 (9) (2022)
Fan Wang, Zidong Wang, Jinling Liang, Steven X. Ding
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 8 (2022)
Zhiwen Chen, Ketian Liang, Steven X. Ding, Chao Yang, Tao Peng, Xiaofeng Yuan
A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Haojie Huang, Zhongmei Li, Xin Peng, Steven X. Ding, Weimin Zhong
Gaussian Process Regression With Maximizing the Composite Conditional Likelihood. IEEE Trans. Instrum. Meas. 70 (2021)
Huayun Han, Ying Yang, Linlin Li, Steven X. Ding
Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems With T-S Fuzzy Implementation. IEEE Trans. Cybern. 51 (2) (2021)
Ali Abdo, Jamal O. Siam, Rashad Mustafa, Frederik Hesselmann, Tim Koenings, Steven X. Ding
A Fault-Tolerant Control Approach Based on Image Processing Applied to Three-Tank System. IEEE Access 9 (2021)
Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems. CoRR (2021)
Jun-Wei Zhu, Cao-Yuan Gu, Steven X. Ding, Wen-an Zhang, Xin Wang, Li Yu
A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method With Application to Networked Multiaxis Motion Control System. IEEE Trans. Ind. Electron. 68 (8) (2021)
Zhiwen Chen, Chang Liu, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui, Yuri A. W. Shardt
A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection. IEEE Trans. Ind. Electron. 68 (6) (2021)
Chao Shang, Steven X. Ding, Hao Ye
Distributionally robust fault detection design and assessment for dynamical systems. Autom. 125 (2021)
Gavneet Singh Chadha, Intekhab Islam, Andreas Schwung, Steven X. Ding
Deep Convolutional Clustering-Based Time Series Anomaly Detection. Sensors 21 (16) (2021)
Dorothea Schwung, Steve Yuwono, Andreas Schwung, Steven X. Ding
Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning. Comput. Chem. Eng. 152 (2021)
Maiying Zhong, Ting Xue, Yang Song, Steven X. Ding, Eve L. Ding
Parity Space Vector Machine Approach to Robust Fault Detection for Linear Discrete-Time Systems. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Yunsong Xu, Steven X. Ding, Hao Luo, Shen Yin
A Real-Time Performance Recovery Framework for Vision-Based Control Systems. IEEE Trans. Ind. Electron. 68 (2) (2021)
Zhiwen Chen, Jiamin Xu, Cesare Alippi, Steven X. Ding, Yuri A. W. Shardt, Tao Peng, Chunhua Yang
Graph neural network-based fault diagnosis: a review. CoRR (2021)
Okyay Kaynak, Steven X. Ding, Ahmet Palazoglu, Hao Luo
Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision. IEEE Trans. Ind. Informatics 17 (9) (2021)
Gavneet Singh Chadha, Utkarsh Panara, Andreas Schwung, Steven X. Ding
Generalized dilation convolutional neural networks for remaining useful lifetime estimation. Neurocomputing 452 (2021)
Sayed Rafay Bin Shah, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM. Intell. Syst. Appl. (2021)
Haojie Huang, Yedong Song, Xin Peng, Steven X. Ding, Weimin Zhong, Wei Du
A Sparse Nonstationary Trigonometric Gaussian Process Regression and Its Application on Nitrogen Oxide Prediction of the Diesel Engine. IEEE Trans. Ind. Informatics 17 (12) (2021)
Yunsong Xu, Shen Yin, Steven X. Ding, Hao Luo, Zhengen Zhao
Performance Degradation Monitoring and Recovery of Vision-Based Control Systems. IEEE Trans. Control. Syst. Technol. 29 (6) (2021)
Xiaolu Chen, Jing Wang, Steven X. Ding
Complex System Monitoring Based on Distributed Least Squares Method. IEEE Trans Autom. Sci. Eng. 18 (4) (2021)
Ruijie Liu, Ying Yang, Linlin Li, Steven X. Ding
Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches. IEEE Trans. Circuits Syst. II Express Briefs 68 (1) (2021)
Wanglei Cheng, Ke Zhang, Bin Jiang, Steven X. Ding
Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Hongtian Chen, Bin Jiang, Steven X. Ding
A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains. IEEE Intell. Transp. Syst. Mag. 13 (3) (2021)
Wanglei Cheng, Bin Jiang, Ke Zhang, Steven X. Ding
Robust finite-time cooperative formation control of UGV-UAV with model uncertainties and actuator faults. J. Frankl. Inst. 358 (17) (2021)
Qing Gao, Daoyi Dong, Ian R. Petersen, Steven X. Ding
Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector. IEEE Trans. Cybern. 51 (2) (2021)
Dong Zhao, Yueyang Li, Choon Ki Ahn, Steven X. Ding
Optimal state and fault estimation for two-dimensional discrete systems. Autom. 115 (2020)
Han Yu, Shuting Yang, Steven X. Ding, Zhongcheng Dai, Shen Yin
A Data-Driven Fault Detection Scheme for Complex Industrial Systems Using Riemannian Metric and Randomized Algorithms. ISIE (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)
Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
Curriculum-based Deep Reinforcement Learning for Quantum Control. CoRR (2020)
Gavneet Singh Chadha, Jinwoo Kim, Andreas Schwung, Steven X. Ding
Permutation Learning in Convolutional Neural Networks for Time-Series Analysis. ICANN (1) (2020)
Linlin Li, Steven X. Ding
Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven Implementation. IEEE Trans. Ind. Informatics 16 (4) (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)
Ting Xue, Maiying Zhong, Linlin Li, Steven X. Ding
An Optimal Data-Driven Approach to Distribution Independent Fault Detection. IEEE Trans. Ind. Informatics 16 (11) (2020)
Zhengen Zhao, Ying Yang, Steven X. Ding, Linlin Li
Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults. IEEE Trans. Syst. Man Cybern. Syst. 50 (2) (2020)
Dong Zhao, Hak-Keung Lam, Yueyang Li, Steven X. Ding, Shuai Liu
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. (6) (2020)
Linlin Li, Steven X. Ding
Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill Processes. IEEE Trans. Control. Syst. Technol. 28 (6) (2020)
Dan Liu, Ying Yang, Linlin Li, Steven X. Ding
Control Performance-Based Fault-Tolerant Control Strategy for Singular Systems. IEEE Trans. Syst. Man Cybern. Syst. 50 (7) (2020)
Qing Gao, Daoyi Dong, Ian R. Petersen, Steven X. Ding
Design of a Quantum Projection Filter. IEEE Trans. Autom. Control. 65 (8) (2020)
Yanan Liu, Daoyi Dong, Ian R. Petersen, Qing Gao, Steven X. Ding, Shota Yokoyama, Hidehiro Yonezawa
Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems. CoRR (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)
Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding
Gradient Monitored Reinforcement Learning. CoRR (2020)
Fabian Westbrink, Andreas Schwung, Steven X. Ding
How to get a Parcel surfing. AIM (2020)
Linlin Li, Steven X. Ding
Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes. Autom. 118 (2020)
Maiying Zhong, Steven X. Ding, Donghua Zhou, Xiao He
An $H_{i}/H_{\infty }$ Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems. IEEE Trans. Autom. Control. 65 (10) (2020)
Fabian Westbrink, Andreas Schwung, Steven X. Ding
Data-based control of Peristaltic Sortation Machines using Discrete Element Method. IECON (2020)
Dong Zhao, Steven X. Ding, Hamid Reza Karimi, Yueyang Li
Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems: A Krein Space-Based Method. IEEE Trans. Autom. Control. 64 (12) (2019)

Steven X. Ding.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Steven X. Ding