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ORCIDSteven X. Ding
Xianchun Ding
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- affiliation: University of Duisburg-Essen, Germany
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2020 – today
- 2024
[j218]Caroline Charlotte Zhu, Kristian Kasten, Joachim Birk, Steven X. Ding:
Ein alternatives, datenbasiertes FDI-Framework basierend auf SPD-Matrizen. Autom. 72(4): 321-335 (2024)- [j217]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: 102368 (2024) - [j216]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: 120928 (2024) - [j215]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: 121289 (2024) - [j214]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: 110328 (2024) - [j213]Ruonan Liu, Yunfei Xie, Di Lin, Weidong Zhang, Steven X. Ding:
Information-based Gradient enhanced Causal Learning Graph Neural Network for fault diagnosis of complex industrial processes. Reliab. Eng. Syst. Saf. 252: 110468 (2024) - [j212]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): 582-589 (2024) - [j211]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): 1967-1974 (2024) - [j210]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): 4298-4310 (2024) - [j209]Zhuyuan Li, Zhengen Zhao, Steven X. Ding, Ying Yang:
Optimal Strictly Stealthy Attack Design on Cyber-Physical Systems: A Data-Driven Approach. IEEE Trans. Cybern. 54(10): 6180-6192 (2024) - [j208]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): 1991-2004 (2024) - [j207]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): 965-974 (2024) - [j206]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): 11560-11570 (2024) - [j205]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): 1987-1996 (2024) - [j204]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): 7292-7302 (2024) - [j203]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: 1-10 (2024) - [i12]Linlin Li, Steven X. Ding, Liutao Zhou, Maiying Zhong, Kaixiang Peng:
The system dynamics analysis, resilient and fault-tolerant control for cyber-physical systems. CoRR abs/2409.13370 (2024) - [i11]Zhiwen Chen, Siwen Mo, Haobin Ke, Steven X. Ding, Zhaohui Jiang, Chunhua Yang, Weihua Gui:
Canonical Correlation Guided Deep Neural Network. CoRR abs/2409.19396 (2024) - 2023
- [j202]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): 5333-5348 (2023) - [j201]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): 211-221 (2023) - [j200]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): 5424-5435 (2023) - [j199]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): 9452-9462 (2023) - [j198]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): 11744-11753 (2023) - [j197]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: 1-10 (2023) - [j196]Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding:
Gradient Monitored Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4106-4119 (2023) - [j195]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): 6015-6028 (2023) - [j194]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): 8852-8865 (2023) - [j193]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): 2748-2757 (2023) - [j192]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): 7608-7617 (2023) - [c73]Jiarui Zhang, Steven X. Ding, Linlin Li:
Distributed Sensor FD for Sensor Networks. ISIE 2023: 1-6 - [i10]Dong Zhao, Yang Shi, Steven X. Ding, Yueyang Li, Fangzhou Fu:
Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems. CoRR abs/2306.02020 (2023) - [i9]Steven X. Ding, Linlin Li:
A study on fault diagnosis in nonlinear dynamic systems with uncertainties. CoRR abs/2309.02732 (2023) - [i8]Tianyu Liu, Steven X. Ding, Jiarui Zhang, Liutao Zhou:
PINN-based viscosity solution of HJB equation. CoRR abs/2309.09953 (2023) - 2022
- [j191]Gavneet Singh Chadha, Sayed Rafay Bin Shah, Andreas Schwung, Steven X. Ding:
Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation. IEEE Access 10: 74244-74258 (2022) - [j190]Jan Niclas Reimann, Andreas Schwung, Steven X. Ding:
Adopting attention-mechanisms for Neural Logic Rule Layers. Autom. 70(3): 257-266 (2022) - [j189]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: 110001 (2022) - [j188]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: 110352 (2022) - [j187]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: 110388 (2022) - [j186]Jan Niclas Reimann, Andreas Schwung, Steven X. Ding:
Neural logic rule layers. Inf. Sci. 596: 185-201 (2022) - [j185]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: 108149 (2022) - [j184]Steven X. Ding:
A note on diagnosis and performance degradation detection in automatic control systems towards functional safety and cyber security. Secur. Saf. 1: 2022004 (2022) - [j183]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): 3013-3020 (2022) - [j182]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): 5087-5101 (2022) - [j181]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): 6060-6067 (2022) - [j180]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): 3063-3077 (2022) - [j179]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): 514-518 (2022) - [j178]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): 1691-1700 (2022) - [j177]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): 2174-2185 (2022) - [j176]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): 9746-9755 (2022) - [j175]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): 579-590 (2022) - [j174]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): 8146-8156 (2022) - [j173]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): 9514-9523 (2022) - [j172]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): 6828-6839 (2022) - [j171]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): 1700-1716 (2022) - [j170]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): 6158-6172 (2022) - [j169]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: 584-596 (2022) - [j168]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): 4247-4258 (2022) - [j167]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): 4813-4822 (2022) - [c72]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: 23-51 - [i7]Steven X. Ding, Linlin Li, Tianyu Liu:
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods. CoRR abs/2202.08108 (2022) - [i6]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 abs/2208.01291 (2022) - 2021
- [j166]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: 149520-149528 (2021) - [j165]Chao Shang, Steven X. Ding, Hao Ye:
Distributionally robust fault detection design and assessment for dynamical systems. Autom. 125: 109434 (2021) - [j164]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: 107382 (2021) - [j163]Gavneet Singh Chadha, Utkarsh Panara, Andreas Schwung, Steven X. Ding:
Generalized dilation convolutional neural networks for remaining useful lifetime estimation. Neurocomputing 452: 182-199 (2021) - [j162]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. 10-11: 200049 (2021) - [j161]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): 83-88 (2021) - [j160]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): 8811-8837 (2021) - [j159]Gavneet Singh Chadha, Intekhab Islam, Andreas Schwung, Steven X. Ding:
Deep Convolutional Clustering-Based Time Series Anomaly Detection. Sensors 21(16): 5488 (2021) - [j158]Xiaolu Chen, Jing Wang, Steven X. Ding:
Complex System Monitoring Based on Distributed Least Squares Method. IEEE Trans Autom. Sci. Eng. 18(4): 1892-1900 (2021) - [j157]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): 2121-2133 (2021) - [j156]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): 291-295 (2021) - [j155]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): 2712-2719 (2021) - [j154]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): 801-814 (2021) - [j153]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): 889-899 (2021) - [j152]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): 1571-1580 (2021) - [j151]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): 5259-5270 (2021) - [j150]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): 7422-7432 (2021) - [j149]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): 6324-6328 (2021) - [j148]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): 8367-8377 (2021) - [j147]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: 1-11 (2021) - [j146]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): 4251-4261 (2021) - [i5]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 abs/2103.00210 (2021) - [i4]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 abs/2111.08185 (2021) - 2020
- [j145]Dong Zhao, Yueyang Li, Choon Ki Ahn, Steven X. Ding:
Optimal state and fault estimation for two-dimensional discrete systems. Autom. 115: 108856 (2020) - [j144]Linlin Li, Steven X. Ding:
Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes. Autom. 118: 109029 (2020) - [j143]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: 109246 (2020) - [j142]Qing Gao, Daoyi Dong, Ian R. Petersen, Steven X. Ding:
Design of a Quantum Projection Filter. IEEE Trans. Autom. Control. 65(8): 3693-3700 (2020) - [j141]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): 4464-4471 (2020) - [j140]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. 67-I(6): 2053-2063 (2020) - [j139]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): 2432-2444 (2020) - [j138]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): 2380-2390 (2020) - [j137]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): 2849-2858 (2020) - [j136]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): 4759-4768 (2020) - [j135]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): 6826-6836 (2020) - [j134]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): 514-524 (2020) - [j133]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): 2398-2407 (2020) - [c71]Fabian Westbrink, Andreas Schwung, Steven X. Ding:
How to get a Parcel surfing. AIM 2020: 1619-1624 - [c70]Gavneet Singh Chadha, Jinwoo Kim, Andreas Schwung, Steven X. Ding:
Permutation Learning in Convolutional Neural Networks for Time-Series Analysis. ICANN (1) 2020: 220-231 - [c69]Thomas Friebel, Robert Haber, Steven X. Ding:
Fault detection sensitivity of T2 and MEWMA Control Charts by using local grouping of variables. ICCA 2020: 1-6 - [c68]Fabian Westbrink, Andreas Schwung, Steven X. Ding:
Data-based control of Peristaltic Sortation Machines using Discrete Element Method. IECON 2020: 575-580 - [c67]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: 1193-1198 - [i3]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 abs/2003.09609 (2020) - [i2]Mohammed Sharafath Abdul Hameed, Gavneet Singh Chadha, Andreas Schwung, Steven X. Ding:
Gradient Monitored Reinforcement Learning. CoRR abs/2005.12108 (2020) - [i1]Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen:
Curriculum-based Deep Reinforcement Learning for Quantum Control. CoRR abs/2012.15427 (2020)
2010 – 2019
- 2019
- [j132]Linlin Li, Steven X. Ding, Kaixiang Peng, Jianbin Qiu, Ying Yang:
Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems. IEEE Access 7: 11105-11113 (2019) - [j131]Dong Zhao, Steven X. Ding, Hamid Reza Karimi, Yueyang Li, Youqing Wang:
On robust Kalman filter for two-dimensional uncertain linear discrete time-varying systems: A least squares method. Autom. 99: 203-212 (2019) - [j130]Linlin Li, Hao Luo, Steven X. Ding, Ying Yang, Kaixiang Peng:
Performance-based fault detection and fault-tolerant control for automatic control systems. Autom. 99: 308-316 (2019) - [j129]Steven X. Ding, Linlin Li, Minjia Krueger:
Application of randomized algorithms to assessment and design of observer-based fault detection systems. Autom. 107: 175-182 (2019) - [j128]Mingzhu Tang, Steven X. Ding, Chunhua Yang, Fanyong Cheng, Yuri A. W. Shardt, Wen Long, Daifei Liu:
Cost-sensitive large margin distribution machine for fault detection of wind turbines. Clust. Comput. 22(Supplement): 7525-7537 (2019) - [j127]Dorothea Schwung, Andreas Schwung, Steven X. Ding:
Actor-Critic Reinforcement Learning for Energy Optimization in Hybrid production Environments. Int. J. Comput. 18: 360-371 (2019) - [j126]Liang Cao, Dong Zhao, Youqing Wang, Steven X. Ding:
Existence and design of observers for two-dimensional linear systems with multiple channel faults. Multidimens. Syst. Signal Process. 30(2): 641-660 (2019) - [j125]Dong Zhao, Steven X. Ding, Hamid Reza Karimi, Yueyang Li:
Robust H∞ Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems: A Krein Space-Based Method. IEEE Trans. Autom. Control. 64(12): 5124-5131 (2019) - [j124]Fangzhou Fu, Dayi Wang, Steven X. Ding, Dong Zhao:
Fault Identifiability Analysis of Linear Discrete Time-Varying Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(6): 2371-2381 (2019) - [j123]Hongtian Chen, Bin Jiang, Steven X. Ding, Ningyun Lu, Wen Chen:
Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems. IEEE Trans. Control. Syst. Technol. 27(6): 2766-2773 (2019) - [j122]Zhiwen Chen, Yue Cao, Steven X. Ding, Kai Zhang, Tim Koenings, Tao Peng, Chunhua Yang, Weihua Gui:
A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring. IEEE Trans. Ind. Informatics 15(5): 2710-2720 (2019) - [c66]Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung, Steven X. Ding:
Potential Game based Distributed Optimization of Modular Production Units. INDIN 2019: 106-111 - 2018
- [j121]Jing Zhou, Ying Yang, Steven X. Ding, Yanyang Zi, Muheng Wei:
A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique. IEEE Access 6: 16207-16215 (2018) - [j120]Yueyang Li, Shuai Liu, Maiying Zhong, Steven X. Ding:
State estimation for stochastic discrete-time systems with multiplicative noises and unknown inputs over fading channels. Appl. Math. Comput. 320: 116-130 (2018) - [j119]Ali Chibani, Mohammed Chadli, Steven X. Ding, Naceur Benhadj Braiek:
Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specifications. Autom. 93: 42-54 (2018) - [j118]Zhengen Zhao, Ying Yang, Steven X. Ding, Linlin Li:
Robust Fault Detection for Observer-Based Feedback Control Systems. Circuits Syst. Signal Process. 37(8): 3364-3382 (2018) - [j117]Maiying Zhong, Ting Xue, Steven X. Ding:
A survey on model-based fault diagnosis for linear discrete time-varying systems. Neurocomputing 306: 51-60 (2018) - [j116]Huayun Han, Ying Yang, Linlin Li, Steven X. Ding:
Observer-based fault detection for uncertain nonlinear systems. J. Frankl. Inst. 355(3): 1278-1295 (2018) - [j115]Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Tim Daszenies, Yuri B. Shtessel:
Continuous fixed-time convergent regulator for dynamic systems with unbounded disturbances. J. Frankl. Inst. 355(5): 2762-2778 (2018) - [j114]Dong Zhao, Steven X. Ding, Youqing Wang, Yueyang Li:
Krein-space based robust H∞ fault estimation for two-dimensional uncertain linear discrete time-varying systems. Syst. Control. Lett. 115: 41-47 (2018) - [j113]Tim Koenings, Minjia Krueger, Hao Luo, Steven X. Ding:
A Data-Driven Computation Method for the Gap Metric and the Optimal Stability Margin. IEEE Trans. Autom. Control. 63(3): 805-810 (2018) - [j112]Yueyang Li, Hamid Reza Karimi, Maiying Zhong, Steven X. Ding, Shuai Liu:
Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise: The Finite-Horizon Case. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(10): 3492-3505 (2018) - [j111]Linlin Li, Mohammed Chadli, Steven X. Ding, Jianbin Qiu, Ying Yang:
Diagnostic Observer Design for T-S Fuzzy Systems: Application to Real-Time-Weighted Fault-Detection Approach. IEEE Trans. Fuzzy Syst. 26(2): 805-816 (2018) - [j110]Linlin Li, Steven X. Ding, Ying Yang, Kaixiang Peng, Jianbin Qiu:
A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations. IEEE Trans. Fuzzy Syst. 26(4): 1800-1812 (2018) - [j109]Zhiwen Chen, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui:
Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms. IEEE Trans. Ind. Electron. 65(2): 1559-1567 (2018) - [j108]Dong Zhao, Youqing Wang, Yueyang Li, Steven X. Ding:
H∞ Fault Estimation for 2-D Linear Discrete Time-Varying Systems Based on Krein Space Method. IEEE Trans. Syst. Man Cybern. Syst. 48(12): 2070-2079 (2018) - [c65]André K. Sekunda, Steven X. Ding, Niels Kjølstad Poulsen, Henrik Niemann:
Closed Loop Fault Detectability Based on a Gap-Metric. CCTA 2018: 380-385 - [c64]Dorothea Schwung, Jan Niclas Reimann, Andreas Schwung, Steven X. Ding:
Self Learning in Flexible Manufacturing Units: A Reinforcement Learning Approach. IEEE Conf. on Intelligent Systems 2018: 31-38 - [c63]Dorothea Schwung, Andreas Schwung, Steven X. Ding:
On-line Energy Optimization of Hybrid Production Systems Using Actor-Critic Reinforcement Learning. IEEE Conf. on Intelligent Systems 2018: 147-154 - 2017
- [j107]Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang:
Data Mining and Analytics in the Process Industry: The Role of Machine Learning. IEEE Access 5: 20590-20616 (2017) - [j106]Linlin Li, Steven X. Ding, Jianbin Qiu, Kaixiang Peng, Ying Yang:
An optimal fault detection approach for piecewise affine systems via diagnostic observers. Autom. 85: 256-263 (2017) - [j105]Zhiwen Chen, Steven X. Ding, Hao Luo, Kai Zhang:
An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances. J. Frankl. Inst. 354(1): 556-570 (2017) - [j104]Kai Zhang, Steven X. Ding, Yuri A. W. Shardt, Zhiwen Chen, Kaixiang Peng:
Assessment of T2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring. J. Frankl. Inst. 354(2): 668-688 (2017) - [j103]Dengfeng Zhang, Jun Li, Baochun Lu, Steven X. Ding, Zhiquan Wang, Chao Zhao:
Satisfactory fault tolerant control with soft-constraint for discrete time-varying systems: numerical recursive approach. J. Frankl. Inst. 354(2): 1109-1137 (2017) - [j102]Shen Yin, Steven X. Ding, Reinaldo M. Palhares:
Special issue on recent advances on control and diagnosis via process measurements. J. Frankl. Inst. 354(6): 2461-2464 (2017) - [j101]Youqing Wang, Dong Zhao, Yueyang Li, Steven X. Ding:
Unbiased Minimum Variance Fault and State Estimation for Linear Discrete Time-Varying Two-Dimensional Systems. IEEE Trans. Autom. Control. 62(10): 5463-5469 (2017) - [j100]Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang:
Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation. IEEE Trans. Cybern. 47(2): 283-294 (2017) - [j99]Shane Dominic, Yannik Lohr, Andreas Schwung, Steven X. Ding:
PLC-Based Real-Time Realization of Flatness-Based Feedforward Control for Industrial Compression Systems. IEEE Trans. Ind. Electron. 64(2): 1323-1331 (2017) - [j98]Maiying Zhong, Ligang Zhang, Steven X. Ding, Donghua Zhou:
A Probabilistic Approach to Robust Fault Detection for a Class of Nonlinear Systems. IEEE Trans. Ind. Electron. 64(5): 3930-3939 (2017) - [j97]Hao Luo, Minjia Krueger, Tim Koenings, Steven X. Ding, Shane Dominic, Xu Yang:
Real-Time Optimization of Automatic Control Systems With Application to BLDC Motor Test Rig. IEEE Trans. Ind. Electron. 64(5): 4306-4314 (2017) - [j96]Qingchao Jiang, Steven X. Ding, Yang Wang, Xuefeng Yan:
Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis. IEEE Trans. Ind. Electron. 64(10): 8148-8157 (2017) - [j95]Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang, Dongmei Xu:
Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes. IEEE Trans. Syst. Man Cybern. Syst. 47(8): 1941-1952 (2017) - [c62]Huayun Han, Ying Yang, Linlin Li, Steven X. Ding:
Control performance based fault detection for nonlinear systems. CDC 2017: 6358-6363 - [c61]Hao Luo, Shen Yin, Steven X. Ding, Shane Dominic:
Adaptive and iterative residual generator design for PnP process monitoring and control system. IECON 2017: 7079-7084 - [c60]Dorothea Schwung, Fabian Csaplar, Andreas Schwung, Steven X. Ding:
An application of reinforcement learning algorithms to industrial multi-robot stations for cooperative handling operation. INDIN 2017: 194-199 - [c59]Dorothea Schwung, Tim Kempe, Andreas Schwung, Steven X. Ding:
Self-optimization of energy consumption in complex bulk good processes using reinforcement learning. INDIN 2017: 231-236 - 2016
- [j94]Siamak Mehrkanoon, Yuri A. W. Shardt, Johan A. K. Suykens, Steven X. Ding:
Estimating the unknown time delay in chemical processes. Eng. Appl. Artif. Intell. 55: 219-230 (2016) - [j93]Linlin Li, Steven X. Ding, Ying Yang, Yong Zhang:
Robust fuzzy observer-based fault detection for nonlinear systems with disturbances. Neurocomputing 174: 767-772 (2016) - [j92]Linlin Li, Steven X. Ding, Yong Zhang, Ying Yang:
Optimal fault detection design via iterative estimation methods for industrial control systems. J. Frankl. Inst. 353(2): 359-377 (2016) - [j91]Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao:
On ℋ∞ Estimation of Randomly Occurring Faults for A Class of Nonlinear Time-Varying Systems With Fading Channels. IEEE Trans. Autom. Control. 61(2): 479-484 (2016) - [j90]Maiying Zhong, Steven X. Ding, Donghua Zhou:
A New Scheme of Fault Detection for Linear Discrete Time-Varying Systems. IEEE Trans. Autom. Control. 61(9): 2597-2602 (2016) - [j89]Ying Yang, Steven X. Ding, Linlin Li:
Parameterization of Nonlinear Observer-Based Fault Detection Systems. IEEE Trans. Autom. Control. 61(11): 3687-3692 (2016) - [j88]Jianbin Qiu, Steven X. Ding, Huijun Gao, Shen Yin:
Fuzzy-Model-Based Reliable Static Output Feedback ℋ∞ Control of Nonlinear Hyperbolic PDE Systems. IEEE Trans. Fuzzy Syst. 24(2): 388-400 (2016) - [j87]Linlin Li, Steven X. Ding, Jianbin Qiu, Ying Yang, Yong Zhang:
Weighted Fuzzy Observer-Based Fault Detection Approach for Discrete-Time Nonlinear Systems via Piecewise-Fuzzy Lyapunov Functions. IEEE Trans. Fuzzy Syst. 24(6): 1320-1333 (2016) - [j86]Jianbin Qiu, Huijun Gao, Steven X. Ding:
Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey. IEEE Trans. Ind. Electron. 63(2): 1207-1217 (2016) - [j85]Shen Yin, Steven X. Ding, Donghua Zhou:
Diagnosis and Prognosis for Complicated Industrial Systems - Part I. IEEE Trans. Ind. Electron. 63(4): 2501-2505 (2016) - [j84]Xu Yang, Hao Luo, Minjia Krueger, Steven X. Ding, Kaixiang Peng:
Online Monitoring System Design for Roll Eccentricity in Rolling Mills. IEEE Trans. Ind. Electron. 63(4): 2559-2568 (2016) - [j83]Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding:
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data. IEEE Trans. Ind. Electron. 63(5): 3137-3147 (2016) - [j82]Shen Yin, Steven X. Ding, Donghua Zhou:
Diagnosis and Prognosis for Complicated Industrial Systems - Part II. IEEE Trans. Ind. Electron. 63(5): 3201-3204 (2016) - [j81]Shane Dominic, Yuri A. W. Shardt, Steven X. Ding, Hao Luo:
An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial Processes. IEEE Trans. Ind. Electron. 63(5): 3252-3260 (2016) - [j80]Shen Yin, Bing Xiao, Steven X. Ding, Donghua Zhou:
A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System. IEEE Trans. Ind. Electron. 63(5): 3311-3320 (2016) - [j79]Qingchao Jiang, Biao Huang, Steven X. Ding, Xuefeng Yan:
Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring. IEEE Trans. Ind. Electron. 63(10): 6316-6324 (2016) - [j78]Yong Zhang, Ying Yang, Steven X. Ding, Linlin Li:
Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed Convergence. IEEE Trans. Syst. Man Cybern. Syst. 46(4): 548-558 (2016) - [c58]Kai Zhang, Yuri A. W. Shardt, Zhiwen Chen, Steven X. Ding, Kaixiang Peng:
A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring. CDC 2016: 2152-2157 - [c57]Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Tim Daszenies, Yuri B. Shtessel:
Continuous fixed-time control for cart inverted pendulum stabilization. CDC 2016: 6440-6445 - 2015
- [j77]Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao:
Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantization. Autom. 52: 355-362 (2015) - [j76]Maiying Zhong, Yang Song, Steven X. Ding:
Parity space-based fault detection for linear discrete time-varying systems with unknown input. Autom. 59: 120-126 (2015) - [j75]Maoyin Chen, Guibin Xu, Rongyi Yan, Steven X. Ding, Donghua Zhou:
Detecting scalar intermittent faults in linear stochastic dynamic systems. Int. J. Syst. Sci. 46(8): 1337-1348 (2015) - [j74]Michael V. Basin, Pablo Cesar Rodriguez-Ramirez, Steven X. Ding, Shane Dominic:
A nonhomogeneous super-twisting algorithm for systems of relative degree more than one. J. Frankl. Inst. 352(4): 1364-1377 (2015) - [j73]Linlin Li, Ying Yang, Steven X. Ding, Yong Zhang, Shouchao Zhai:
On fault-tolerant control configurations for a class of nonlinear systems. J. Frankl. Inst. 352(4): 1397-1416 (2015) - [j72]Jianbin Qiu, Steven X. Ding, Linlin Li, Shen Yin:
Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faults. J. Intell. Fuzzy Syst. 29(3): 1197-1208 (2015) - [j71]Ying Yang, Steven X. Ding, Linlin Li:
On observer-based fault detection for nonlinear systems. Syst. Control. Lett. 82: 18-25 (2015) - [j70]Christoph Kandler, Tim Koenings, Steven X. Ding, Nick Weinhold, Matthias Schultalbers:
Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric Vehicle. IEEE Trans. Control. Syst. Technol. 23(3): 1189-1196 (2015) - [j69]Ying Yang, Yong Zhang, Steven X. Ding, Linlin Li:
Design and Implementation of Lifecycle Management for Industrial Control Applications. IEEE Trans. Control. Syst. Technol. 23(4): 1399-1410 (2015) - [j68]Zhiwei Gao, Steven X. Ding, Carlo Cecati:
Real-Time Fault Diagnosis and Fault-Tolerant Control. IEEE Trans. Ind. Electron. 62(6): 3752-3756 (2015) - [j67]Zhiwei Gao, Carlo Cecati, Steven X. Ding:
A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches. IEEE Trans. Ind. Electron. 62(6): 3757-3767 (2015) - [j66]Zhiwei Gao, Carlo Cecati, Steven X. Ding:
A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches. IEEE Trans. Ind. Electron. 62(6): 3768-3774 (2015) - [j65]Yuri A. W. Shardt, Haiyang Hao, Steven X. Ding:
A New Soft-Sensor-Based Process Monitoring Scheme Incorporating Infrequent KPI Measurements. IEEE Trans. Ind. Electron. 62(6): 3843-3851 (2015) - [j64]Ying Yang, Linlin Li, Steven X. Ding:
A Control-Theoretic Study on Runge-Kutta Methods With Application to Real-Time Fault-Tolerant Control of Nonlinear Systems. IEEE Trans. Ind. Electron. 62(6): 3914-3922 (2015) - [j63]Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding:
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings. IEEE Trans. Ind. Electron. 62(12): 7762-7773 (2015) - [j62]Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao:
Event-Based H∞ Filter Design for a Class of Nonlinear Time-Varying Systems With Fading Channels and Multiplicative Noises. IEEE Trans. Signal Process. 63(13): 3387-3395 (2015) - [r1]Steven X. Ding:
Robust Fault Diagnosis and Control. Encyclopedia of Systems and Control 2015 - 2014
- [j61]Steven X. Ding, Ying Yang, Yong Zhang, Linlin Li:
Data-driven realizations of kernel and image representations and their application to fault detection and control system design. Autom. 50(10): 2615-2623 (2014) - [j60]Hongli Dong, Zidong Wang, Steven X. Ding, Huijun Gao:
Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems. Autom. 50(12): 3182-3189 (2014) - [j59]Steven X. Ding, Bo Shen, Zidong Wang, Maiying Zhong:
A fault detection scheme for linear discrete-time systems with an integrated online performance evaluation. Int. J. Control 87(12): 2511-2521 (2014) - [j58]Hongli Dong, Steven X. Ding, Weijian Ren:
Distributed filtering with randomly occurring uncertainties over sensor networks: the channel fading case. Int. J. Gen. Syst. 43(3-4): 254-266 (2014) - [j57]Abdul Qayyum Khan, Muhammad Abid, Steven X. Ding:
Fault detection filter design for discrete-time nonlinear systems - A mixed H_/H∞ optimization. Syst. Control. Lett. 67: 46-54 (2014) - [j56]Ying Wang, Steven X. Ding, Dongmei Xu, Bo Shen:
An H∞ Fault Estimation Scheme of Wireless Networked Control Systems for Industrial Real-Time Applications. IEEE Trans. Control. Syst. Technol. 22(6): 2073-2086 (2014) - [j55]Shen Yin, Hao Luo, Steven X. Ding:
Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization. IEEE Trans. Ind. Electron. 61(5): 2402-2411 (2014) - [j54]Yong Zhang, Ying Yang, Steven X. Ding, Linlin Li:
Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications. IEEE Trans. Ind. Electron. 61(11): 6409-6417 (2014) - [j53]Shen Yin, Steven X. Ding, Xiaochen Xie, Hao Luo:
A Review on Basic Data-Driven Approaches for Industrial Process Monitoring. IEEE Trans. Ind. Electron. 61(11): 6418-6428 (2014) - [j52]Adel Haghani, Torsten Jeinsch, Steven X. Ding:
Quality-Related Fault Detection in Industrial Multimode Dynamic Processes. IEEE Trans. Ind. Electron. 61(11): 6446-6453 (2014) - [c56]Haiyang Hao, Kai Zhang, Steven X. Ding, Adel Haghani, Hao Luo:
A data-based performance management framework for large-scale industrial processes. CCA 2014: 772-777 - [c55]Hao Luo, Steven X. Ding, Kai Zhang, Shen Yin:
A data-driven fault detection approach for static processes with deterministic disturbances. ISIE 2014: 2404-2409 - 2013
- [j51]Bo Shen, Steven X. Ding, Zidong Wang:
Finite-horizon H∞ fault estimation for linear discrete time-varying systems with delayed measurements. Autom. 49(1): 293-296 (2013) - [j50]Mohammed Chadli, Ali Abdo, Steven X. Ding:
H_/H∞ fault detection filter design for discrete-time Takagi-Sugeno fuzzy system. Autom. 49(7): 1996-2005 (2013) - [j49]Maiying Zhong, Steven X. Ding:
A projection-based method of fault detection for linear discrete time-varying systems. Int. J. Syst. Sci. 44(5): 820-830 (2013) - [j48]Shen Yin, Steven X. Ding, Adel Haghani Abandan Sari, Haiyang Hao:
Data-driven monitoring for stochastic systems and its application on batch process. Int. J. Syst. Sci. 44(7): 1366-1376 (2013) - [j47]Bo Shen, Steven X. Ding, Zidong Wang:
Finite-Horizon H∞ Fault Estimation for Uncertain Linear Discrete Time-Varying Systems With Known Inputs. IEEE Trans. Circuits Syst. II Express Briefs 60-II(12): 902-906 (2013) - [j46]Steven X. Ding, Ping Zhang, Shen Yin, Eve L. Ding:
An Integrated Design Framework of Fault-Tolerant Wireless Networked Control Systems for Industrial Automatic Control Applications. IEEE Trans. Ind. Informatics 9(1): 462-471 (2013) - [j45]Steven X. Ding, Shen Yin, Kaixiang Peng, Haiyang Hao, Bo Shen:
A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill. IEEE Trans. Ind. Informatics 9(4): 2239-2247 (2013) - [c54]Jonas Esch, Tim Koenings, Steven X. Ding:
A convex optimisation based approach to PI-controller tuning for time invariant integrator and low order lag plus delay plants. CCA 2013: 1259-1264 - [c53]Hao Luo, Steven X. Ding, Adel Haghani, Haiyang Hao, Shen Yin, Torsten Jeinsch:
Data-driven design of KPI-related fault-tolerant control system for wind turbines. ACC 2013: 4465-4470 - [c52]Christoph Kandler, Tim Koenings, Steven X. Ding, Frank Wobbe, Nick Weinhold, Matthias Schultalbers:
A novel mid-ranging approach for idle speed control of a hybrid electric powertrain. CDC 2013: 1544-1551 - [c51]Jonas Esch, Tim Koenings, Steven X. Ding:
Optimal performance tuning of a PI-controller for an integrator plant with uncertain parameters as a convex optimisation problem. CDC 2013: 1977-1982 - [c50]Ali Abdo, Steven X. Ding, Jedsada Saijai, Waseem Damlakhi:
Integrated fault detection in multiple switched systems. ECC 2013: 920-925 - [c49]Minjia Krueger, Steven X. Ding, Adel Haghani, Peter Engel, Torsten Jeinsch:
A data-driven approach for sensor fault diagnosis in gearbox of wind energy conversion system. ICCA 2013: 227-232 - [c48]Dongmei Xu, Steven X. Ding, Ying Wang, Bo Shen:
Quadratic optimal fault tolerant control on wireless networked control system. ICCA 2013: 300-305 - [c47]Haiyang Hao, Kai Zhang, Steven X. Ding, Zhiwen Chen, Yaguo Lei, Zhikun Hu:
A KPI-related multiplicative fault diagnosis scheme for industrial processes. ICCA 2013: 1460-1465 - [c46]Jonas Esch, Steven X. Ding, Nick Weinhold, Matthias Schultalbers:
Control performance index minimal tuning of set-point weighted PID-controllers for LTI plants based on convex optimisation. MED 2013: 1439-1444 - 2012
- [j44]Changchun Hua, Steven X. Ding, Xin-Ping Guan:
Robust controller design for uncertain multiple-delay systems with unknown actuator parameters. Autom. 48(1): 211-218 (2012) - [j43]Ying Yang, Steven X. Ding:
A control-theoretic study on iterative solutions to nonlinear equations for applications in embedded systems. Autom. 48(4): 583-594 (2012) - [j42]Quanchao Dong, Maiying Zhong, Steven X. Ding:
Active fault tolerant control for a class of linear time-delay systems in finite frequency domain. Int. J. Syst. Sci. 43(3): 543-551 (2012) - [j41]Ping Zhang, Steven X. Ding, Ping Liu:
A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems. IEEE Trans. Autom. Control. 57(2): 457-462 (2012) - [j40]Changchun Hua, Steven X. Ding:
Decentralized Networked Control System Design Using T-S Fuzzy Approach. IEEE Trans. Fuzzy Syst. 20(1): 9-21 (2012) - [c45]Christoph Kandler, Steven X. Ding, Tim Koenings, Nick Weinhold, Matthias Schultalbers:
A differential flatness based model predictive control approach. CCA 2012: 1411-1416 - [c44]Jedsada Saijai, Ali Abdo, Waseem Damlakhi, Steven X. Ding:
Fault detection scheme for discrete-time Markov jump linear systems with mode-independent residual. CCA 2012: 1674-1679 - [c43]Ali Abdo, Steven X. Ding, Jedsada Saijai, Waseem Damlakhi:
Fault detection for switched systems based on a deterministic method. CDC 2012: 568-573 - [c42]Adel Haghani, Steven X. Ding, Jonas Esch, Haiyang Hao:
Data-driven quality monitoring and fault detection for multimode nonlinear processes. CDC 2012: 1239-1244 - 2011
- [j39]Wei Chen, Abdul Qayyum Khan, Muhammad Abid, Steven X. Ding:
Integrated Design of Observer Based Fault Detection for a Class of Uncertain Nonlinear Systems. Int. J. Appl. Math. Comput. Sci. 21(3): 423-430 (2011) - [j38]Yulei Wang, Guangfu Ma, Steven X. Ding, Chuanjiang Li:
Subspace aided data-driven design of robust fault detection and isolation systems. Autom. 47(11): 2474-2480 (2011) - [j37]Muhammad Abid, Wei Chen, Steven X. Ding, Abdul Qayyum Khan:
Optimal residual evaluation for nonlinear systems using post-filter and threshold. Int. J. Control 84(3): 526-539 (2011) - [j36]Changchun Hua, Steven X. Ding:
Model Following Controller Design for Large-Scale Systems With Time-Delay Interconnections and Multiple Dead-Zone Inputs. IEEE Trans. Autom. Control. 56(4): 962-968 (2011) - [c41]Steven X. Ding, Yulei Wang, Ying Yang:
An approach to data-driven design of feedback control systems with embedded residual generation. CDC/ECC 2011: 885-890 - [c40]Jedsada Saijai, Ali Abdo, Waseem Damlakhi, Steven X. Ding:
A fault detection scheme for discrete-time Markov jump linear systems. CDC/ECC 2011: 4686-4691 - [c39]Ali Abdo, Steven X. Ding, Waseem Damlakhi, Jedsada Saijai:
Robust fault detection filter design for uncertain switched systems with adaptive threshold setting. CDC/ECC 2011: 5467-5472 - 2010
- [j35]Maiying Zhong, Steven X. Ding, Eve L. Ding:
Optimal fault detection for linear discrete time-varying systems. Autom. 46(8): 1395-1400 (2010) - [j34]Wei Li, Steven X. Ding:
Remote fault detection system design with online channel reliability information. Int. J. Syst. Sci. 41(8): 957-970 (2010) - [j33]Maiying Zhong, Donghua Zhou, Steven X. Ding:
On Designing H∞ Fault Detection Filter for Linear Discrete Time-Varying Systems. IEEE Trans. Autom. Control. 55(7): 1689-1695 (2010) - [j32]Maiying Zhong, Steven X. Ding, Qing-Long Han, Qiang Ding:
Parity Space-Based Fault Estimation for Linear Discrete Time-Varying Systems. IEEE Trans. Autom. Control. 55(7): 1726-1731 (2010) - [j31]Steven X. Ding, G. Yang, Ping Zhang, Eve L. Ding, Torsten Jeinsch, Nick Weinhold, Matthias Schultalbers:
Feedback Control Structures, Embedded Residual Signals, and Feedback Control Schemes With an Integrated Residual Access. IEEE Trans. Control. Syst. Technol. 18(2): 352-367 (2010)
2000 – 2009
- 2009
- [j30]Steven X. Ding:
Integrated design of feedback controllers and fault detectors. Annu. Rev. Control. 33(2): 124-135 (2009) - [j29]Yongqiang Wang, Hao Ye, Steven X. Ding, Guizeng Wang, Donghua Zhou:
Residual generation and evaluation of networked control systems subject to random packet dropout. Autom. 45(10): 2427-2434 (2009) - [j28]Yongqiang Wang, Hao Ye, Steven X. Ding, Yue Cheng, Ping Zhang, Guizeng Wang:
Fault detection of networked control systems with limited communication. Int. J. Control 82(7): 1344-1356 (2009) - [j27]Zehui Mao, Bin Jiang, Steven X. Ding:
A fault-tolerant control framework for a class of non-linear networked control systems. Int. J. Syst. Sci. 40(5): 449-460 (2009) - [j26]Ping Zhang, Steven X. Ding:
Influence of Sampling Period on a Class of Optimal Fault-Detection Performance. IEEE Trans. Autom. Control. 54(6): 1396-1402 (2009) - [c38]Wei Li, Steven X. Ding, Zhencai Zhu:
Optimal Hi=Hinfinity fault detection filter design: An iterative LMI approach. CDC 2009: 996-1001 - [c37]Abdul Qayyum Khan, Muhammad Abid, Wei Chen, Steven X. Ding:
On optimal Fault Detection of nonlinear systems. CDC 2009: 1032-1037 - [c36]Tao Peng, Steven X. Ding, Wei-Hua Gui, Jie Chen:
A parity space approach to fault detection for networked control system via optimal measurement selection. CDC 2009: 6994-6999 - [c35]Abdul Qayyum Khan, Steven X. Ding:
Threshold computation for robust fault detection in a class of continuous-time nonlinear systems. ECC 2009: 3088-3093 - [c34]Guojun Yang, Torsten Jeinsch, Steven X. Ding, Nick Weinhold, Claus Kirchner, Matthias Schultalbers:
A performance indices based self-tuning approach to the calibration of the 2DOF structured control loops in SI-engines. ECC 2009: 3815-3820 - 2008
- [j25]Wei Li, Ping Zhang, Steven X. Ding, Ionut C. Chihaia, Eberhard Goldschmidt, Oliver Bredtmann, Andreas Czylwik:
Networked Fault Detection Systems with Noisy Data Transmission (Vernetzte Fehlerdetektionssysteme mit verrauschter Datenübertragung). Autom. 56(1): 49-57 (2008) - [j24]Ping Zhang, Steven X. Ding:
An integrated trade-off design of observer based fault detection systems. Autom. 44(7): 1886-1894 (2008) - [j23]Zhiwei Gao, Xiaoyan Shi, Steven X. Ding:
Fuzzy State/Disturbance Observer Design for T-S Fuzzy Systems With Application to Sensor Fault Estimation. IEEE Trans. Syst. Man Cybern. Part B 38(3): 875-880 (2008) - [j22]Yongqiang Wang, Steven X. Ding, Hao Ye, Guizeng Wang:
A New Fault Detection Scheme for Networked Control Systems Subject to Uncertain Time-Varying Delay. IEEE Trans. Signal Process. 56(10-2): 5258-5268 (2008) - [c33]Wei Li, Steven X. Ding:
Integrated design of an observer-based fault detection system over unreliable digital channels. CDC 2008: 2710-2715 - 2007
- [j21]Zhiwei Gao, Steven X. Ding:
Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems. Autom. 43(5): 912-920 (2007) - [j20]Ping Zhang, Steven X. Ding:
Disturbance decoupling in fault detection of linear periodic systems. Autom. 43(8): 1410-1417 (2007) - [j19]Ronald J. Patton, Chandrasekhar Kambhampati, Alessandro Casavola, Ping Zhang, Steven X. Ding, Dominique Sauter:
A Generic Strategy for Fault-Tolerance in Control Systems Distributed Over a Network. Eur. J. Control 13(2-3): 280-296 (2007) - [j18]Sing Kiong Nguang, Ping Zhang, Steven X. Ding:
Parity relation based fault estimation for nonlinear systems: An LMI approach. Int. J. Autom. Comput. 4(2): 164-168 (2007) - [j17]Ping Zhang, Steven X. Ding:
A model-free approach to fault detection of continuous-time systems based on time domain data. Int. J. Autom. Comput. 4(2): 189-194 (2007) - [j16]Maiying Zhong, Hao Ye, Steven X. Ding, Guizeng Wang:
Observer-Based Fast Rate Fault Detection for a Class of Multirate Sampled-Data Systems. IEEE Trans. Autom. Control. 52(3): 520-525 (2007) - [j15]Sing Kiong Nguang, Peng Shi, Steven X. Ding:
Fault Detection for Uncertain Fuzzy Systems: An LMI Approach. IEEE Trans. Fuzzy Syst. 15(6): 1251-1262 (2007) - [j14]Zhiwei Gao, Steven X. Ding:
State and Disturbance Estimator for Time-Delay Systems With Application to Fault Estimation and Signal Compensation. IEEE Trans. Signal Process. 55(12): 5541-5551 (2007) - [c32]Ping Zhang, Steven X. Ding:
On monotonicity of a class of optimal fault detection performance versus sampling period. CDC 2007: 2596-2601 - [c31]Wei Li, Ping Zhang, Steven X. Ding, Oliver Bredtmann:
Fault detection over noisy wireless channels. CDC 2007: 5050-5055 - [c30]Ping Zhang, Steven X. Ding, Ronald J. Patton, Chandra Kambhampati:
Adaptive and Cooperative Sampling in Networked Control Systems. ICNSC 2007: 398-403 - 2006
- [j13]Steven X. Ding:
Abschied von Prof. em. Dr.-Ing. Dr. h.c. mult. Paul M. Frank. Autom. 54(6): 305 (2006) - [j12]Ron Patton, Steven X. Ding:
Obituary of Paul Franke. Eur. J. Control 12(3): 346-347 (2006) - [j11]Ping Zhang, Hao Ye, Steven X. Ding, Guizeng Wang, Donghua Zhou:
On the relationship between parity space and H2 approaches to fault detection. Syst. Control. Lett. 55(2): 94-100 (2006) - [c29]Sing Kiong Nguang, Peng Shi, Steven X. Ding:
Delay dependent fault estimation for uncertain time delay nonlinear systems: an LMI approach. ACC 2006: 1-6 - [c28]Sing Kiong Nguang, Ping Zhang, Steven X. Ding:
Parity based fault estimation for nonlinear systems: an LMI approach. ACC 2006: 1-6 - [c27]Haiqing Wang, Daoying Pi, Ning Jiang, Steven X. Ding:
Soft Analyzer Modeling for Dearomatization Unit Using KPCR with Online Eigenspace Decomposition. ICONIP (1) 2006: 495-504 - [c26]Haiqing Wang, Ping Li, Zhi-Huan Song, Steven X. Ding:
Adaptive Kernel Leaning Networks with Application to Nonlinear System Identification. ICONIP (1) 2006: 737-746 - 2005
- [j10]Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou:
Fault detection of linear discrete-time periodic systems. IEEE Trans. Autom. Control. 50(2): 239-244 (2005) - [c25]Ping Zhang, Steven X. Ding:
A Simple Fault Detection Scheme for Nonlinear Systems. ISIC 2005: 838-842 - [c24]Ping Zhang, Steven X. Ding:
A Model-Free Approach to Fault Detection of Periodic Systems. ISIC 2005: 843-848 - [c23]Ping Zhang, Steven X. Ding:
Fault Tolerant Measurement and Monitoring of a Nonlinear Two-Tank System. ISIC 2005: 1355-1360 - [c22]Ping Zhang, Steven X. Ding, M. Sader, René Noack:
Fault detection of uncertain systems based on probabilistic robustness theory. ACC 2005: 1648-1653 - [c21]Steven X. Ding, Stefan Schneider, Eve L. Ding, Ansgar Rehm:
Fault tolerant monitoring of vehicle lateral dynamics stabilization systems. CDC/ECC 2005: 2000-2005 - 2004
- [j9]Hao Ye, Guizeng Wang, Steven X. Ding:
A new parity space approach for fault detection based on stationary wavelet transform. IEEE Trans. Autom. Control. 49(2): 281-287 (2004) - [c20]Hao Ye, Steven X. Ding:
Fault detection of networked control systems with network-induced delay. ICARCV 2004: 294-297 - 2003
- [j8]Maiying Zhong, Steven X. Ding, James Lam, Haibo Wang:
An LMI approach to design robust fault detection filter for uncertain LTI systems. Autom. 39(3): 543-550 (2003) - [j7]Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou:
A frequency domain approach to fault detection in sampled-data systems. Autom. 39(7): 1303-1307 (2003) - [c19]Steven X. Ding, Ping Zhang, Eve L. Ding, Paul Martin Frank:
Study on detecting multiplicative faults in linear dynamic systems. ACC 2003: 1776-1781 - [c18]Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou:
An FD approach for multirate sampled-data systems in the frequency domain. ACC 2003: 2901-2906 - [c17]Hao Ye, Guizeng Wang, Steven X. Ding:
A new fault detection approach based on parity relation and stationary wavelet transform. ACC 2003: 2991-2996 - [c16]Steven X. Ding, Ping Zhang, Paul Martin Frank, Eve L. Ding:
Threshold calculation using LMI-technique and its integration in the design of fault detection systems. CDC 2003: 469-474 - [c15]Steven X. Ding, Ping Zhang, Paul Martin Frank, Eve L. Ding:
Application of probabilistic robustness technique to the fault detection system design. CDC 2003: 972-977 - [c14]Maiying Zhong, Steven X. Ding, James Lam, Chenghui Zhang:
Fault detection filter design for LTI system with time delays. CDC 2003: 1467-1472 - [c13]Steven X. Ding, Ping Zhang, Eve L. Ding, Paul Martin Frank, M. Sader:
Multiobjective design of fault detection filters. ECC 2003: 1357-1362 - [c12]Teodor Marcu, Birgit Köppen-Seliger, Paul Martin Frank, Steven X. Ding:
Dynamic functional - Link neural networks genetically evolved applied to fault diagnosis. ECC 2003: 1363-1368 - [c11]Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou, Torsten Jeinsch, René Noack:
Fault detection in uncertain linear continuous-time periodic systems. ECC 2003: 3510-3515 - 2002
- [j6]Hao Ye, Steven X. Ding, Guizeng Wang:
Integrated design of fault detection systems in time-frequency domain. IEEE Trans. Autom. Control. 47(2): 384-390 (2002) - [c10]Ping Zhang, Steven X. Ding, G. Z. Wang, D. H. Zhou, E. L. Ding:
An H∞ approach to fault detection for sampled-data systems. ACC 2002: 2196-2201 - [c9]Steven X. Ding, Paul Martin Frank, Eve L. Ding:
An approach to the detection of multiplicative faults in uncertain dynamic systems. CDC 2002: 4371-4376 - 2001
- [c8]Steven X. Ding, Maiying Zhong, Bingyong Tang, Ping Zhang:
An LMI approach to the design of fault detection filter for time-delay LTI systems with unknown inputs. ACC 2001: 2137-2142 - [c7]Ping Zhang, Steven X. Ding, G. Z. Wang, D. H. Zhou:
An FDI approach for sampled-data systems. ACC 2001: 2702-2707 - [c6]Maiying Zhong, Steven X. Ding, Bingyong Tang, Ping Zhang, Torsten Jeinsch:
An LMI approach to robust fault detection filter design for discrete-time systems with model uncertainty. CDC 2001: 3613-3618 - [c5]Ping Zhang, Steven X. Ding, Guizeng Wang, Donghua Zhou:
Fault detection approaches for multirate-output sampled-data system with time delays. ECC 2001: 492-498 - [c4]Steven X. Ding, Paul Martin Frank, Eve L. Ding, Torsten Jeinsch, M. Sader:
Studies on model-based fault isolation methods for LTI processes and some new results. ECC 2001: 900-905 - 2000
- [c3]Steven X. Ding, Paul Martin Frank, Eve L. Ding, Torsten Jeinsch:
Fault detection system design based on a new trade-off strategy. CDC 2000: 4144-4149 - [c2]Hao Ye, Ping Zhang, Steven X. Ding, Guizeng Wang:
A time-frequency domain fault detection approach based on parity relation and wavelet transform. CDC 2000: 4156-4161
1990 – 1999
- 1999
- [j5]Steven X. Ding, Limin Guo, Torsten Jeinsch:
A characterization of parity space and its application to robust fault detection. IEEE Trans. Autom. Control. 44(2): 337-343 (1999) - [c1]Steven X. Ding, Torsten Jeinsch, Eve L. Ding, D. H. Zhou, Guizeng Wang:
Application of observer based FDI schemes to the three tank system. ECC 1999: 4438-4443 - 1998
- [j4]A. Stephen Morse, Steven X. Ding, Paul Martin Frank, Ralf Seliger, Felipe M. Pait, Hassan Hammouri, Michel Kinnaert, El Hassane El Yaagoubi:
Discussion on: 'Fault Detection and Isolation for State Affine Systems' by H. Hammouri, M. Kinnaert and H. EI Yaagoubi. Eur. J. Control 4(1): 17-21 (1998) - 1994
- [j3]Paul Martin Frank, Xianchun Ding:
Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis. Autom. 30(5): 789-804 (1994) - [j2]Limin Guo, A. Schöne, Xianchun Ding:
Control of hydraulic rotary multi-motor systems based on bilinearization. Autom. 30(9): 1445-1453 (1994) - [j1]Xianchun Ding, Limin Guo, Paul Martin Frank:
Parameterization of linear observers and its application to observer design. IEEE Trans. Autom. Control. 39(8): 1648-1652 (1994)
Coauthor Index
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