Technische Aufsätze in Zeitschriften

Journal Paper

1 Li, Yafeng,Ding, Steven X.,Hua, Changchun,Liu, Guopin: Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching Graphs, IEEE Transactions on Cybernetics, vol. 53, no.1, pp. 211 - 221, 2023, DOI: 10.1109/TCYB.2021.3091392
2 Hameed, Mohammed Sharafath Abdul,Chadha, Gavneet Singh,Schwung, Andreas,Ding, Steven X.: Gradient Monitored Reinforcement Learning, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no.8, pp. 4106 - 4119, 2023, DOI: 10.1109/TNNLS.2021.3119853
3 Ma, Hailan,Dong, Daoyi,Ding, Steven X.,Chen, Chunlin: Curriculum-Based Deep Reinforcement Learning for Quantum Control, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no.11, pp. 8852 - 8865, 2023, DOI: 10.1109/TNNLS.2022.3153502
4 Chen, Dongyue,Xie, Zongxia,Liu, Ruonan,Yu, Wenlong,Hu, Qinghua,Li, Xianling,Ding, Steven X.: Bayesian Hierarchical Graph Neural Networks With Uncertainty Feedback for Trustworthy Fault Diagnosis of Industrial Processes, IEEE Transactions on Neural Networks and Learning Systems, pp. in press, 2023, DOI: 10.1109/TNNLS.2023.3319468
5 Zhang, Jiarui,Ding, Steven X.,Zhang, Deyu,Li, Linlin: Distributed fault detection for large-scale interconnected systems, IET Control Theory & Applications, pp. in press, 2023, DOI: 10.1049/cth2.12573
6 Chen, Dongyue,Liu, Ruonan,Hu, Qinghua,Ding, Steven X.: Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no.9, pp. 6015 - 6028, 2023, DOI: 10.1109/TNNLS.2021.3132376
7 Huang, Dajian,Zhang, Wen-An,Ding, Steven X.: Bearing Fault Diagnosis With Incomplete Training Data : Fault Data With Partial Diameters, IEEE Transactions on Automation Science and Engineering, 2023, DOI: 10.1109/TASE.2023.3294811
8 Li, Yafeng,Ding, Steven X.,Hua, Changchun,Chen, Jiannan: Output-Constrained Consensus Tracking for High-Order Nonlinear Multiagent Systems Under Switching Networks, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 53, no.12, pp. 7608 - 7617, 2023, DOI: 10.1109/TSMC.2023.3298700
9 Tang, Zhaohui,Zhang, Jin,Xie, Yongfang,Ding, Steven X.,Ai, Mingxi: Semi-supervised Contrastive Memory Network for Industrial Process Working Condition Monitoring, IEEE Transactions on Instrumentation and Measurement, vol. 72, 2023, DOI: 10.1109/TIM.2023.3311070
10 Li, Yafeng,Ding, Steven X.,Hua, Changchun,Liu, Guopin: Distributed Output-Feedback Bipartite Consensus for Stochastic Nonlinear Multiagent Systems Under Directed Switching Networks, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 53, no.5, pp. 2748 - 2757, 2023, DOI: 10.1109/TSMC.2022.3218654
11 Schwung, Dorothea,Yuwono, Steve,Schwung, Andreas,Ding, Steven X.: PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies, IEEE Transactions on Cybernetics, vol. 53, no.9, pp. 5424 - 5435, 2023, DOI: 10.1109/TCYB.2022.3179950
12 Ai, Mingxi,Xie, Yongfang,Ding, Steven X.,Tang, Zhaohui,Gui, Weihua: Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring, IEEE Transactions on Industrial Electronics (T-IE), vol. 70, no.9, pp. 9452 - 9462, 2023, DOI: 10.1109/TIE.2022.3206696
13 Fan, Zhenhua,Xu, Qifa,Jiang, Cuixia,Ding, Steven X.: Deep mixed domain generalization network for intelligent fault diagnosis under unseen conditions, IEEE Transactions on Industrial Electronics (T-IE), vol. 71, no.1, pp. 965 - 974, 2023, DOI: 10.1109/TIE.2023.3243293
14 Huang, Haojie,Peng, Xin,Du, Wei,Ding, Steven X.,Zhong, Weimin: Nitrogen Oxides Concentration Estimation of Diesel Engines Based on a Sparse Nonstationary Trigonometric Gaussian Process Regression with Maximizing the Composite Likelihood, IEEE Transactions on Industrial Electronics (T-IE), vol. 70, no.11, pp. 11744 - 11753, 2023, DOI: 10.1109/TIE.2022.3231246
15 Shang, Chao,Ye, Hao,Huang, Dexian,Ding, Steven X.: From Generalized Gauss Bounds to Distributionally Robust Fault Detection with Unimodality Information, IEEE Transactions on Automatic Control (T-AC), vol. 68, no.9, pp. 5333 - 5348, 2023, DOI: 10.1109/TAC.2022.3220180
16 Li, Yafeng,Ding, Steven X.,Liu, Guopin,Hua, Changchun: Sampled-Data Based Distributed Output Feedback Leader-Following Consensus for Time-Delay Multiagent Systems, IEEE Transactions on Automatic Control (T-AC), pp. in press, 2023, DOI: 10.1109/TAC.2023.3270373
17 Li, Kuo,Ding, Steven X.,Zheng, Wei Xing,Hua, Chang-Chun: Global Distributed Fault-Tolerant Consensus Control of Nonlinear Delayed Multiagent Systems with Hybrid Faults, IEEE Transactions on Automatic Control (T-AC), pp. in press, 2023, DOI: 10.1109/TAC.2023.3303098
18 Wang, Hao,Liu, Ruonan,Ding, Steven X.,Hu, Qinghua,Li, Zengxiang,Zhou, Hongkuan: Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes, IEEE Transactions on Industrial Informatics (T-IINF), pp. in press, 2023, DOI: 10.1109/TII.2023.3282979
19 Li, Zhennan,Li, Linlin,Ding, Steven X.: A data-driven distributed fault diagnosis scheme for large-scale systems based on correlation analysis, IET Control Theory & Applications, 2023, DOI: 10.1049/cth2.12550
20 Li, Linlin,Zhang, Haili,Ding, Steven X.,Qiao, Liang,Peng, Kaixiang,Peng, Xin: Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems, IEEE Transactions on Fuzzy Systems (T-FUZZ), pp. in press, 2023, DOI: 10.1109/TFUZZ.2023.3339516
21 Gao, Long,Li, Donghui,Chen, Zhiwen,Ding, Steven X.,Luo, Hao: SIR-Aided Dynamic : Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems, IEEE Transactions on Industrial Electronics (T-IE), pp. in press, 2023, DOI: 10.1109/TIE.2023.3337553
22 Li, Linlin,Ding, Steven X.,Peng, Xin: Optimal Observer-based Fault Detection and Estimation Approaches for T-S Fuzzy Systems, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 30, no.2, pp. 579 - 590, 2022, DOI: 10.1109/TFUZZ.2020.3043673
23 Zhong, Maiying,Du, Xiaoting,Song, Yang,Xue, Ting,Ding, Steven X.: Event-Triggered Parity Space Approach to Fault Detection for Linear Discrete-Time Systems, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 52, no.8, pp. 4813 - 4822, 2022, DOI: 10.1109/TSMC.2021.3103816
24 Luo, Shanna,Peng, Kaixiang,Hu, Changbin,Ding, Steven X.,Fan, Hui: A Residual Generator-Based Plug and Play Control Scheme Toward Enhancing Power Quality in AC Microgrids, IEEE Transactions on Industrial Electronics (T-IE), vol. 69, no.8, pp. 8146 - 8156, 2022, DOI: 10.1109/TIE.2021.3104602
25 Wang, Xiuli,Jiang, Bin,Ding, Steven X.,Lu, Ningyun,Li, Yang: Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train, IEEE Transactions on Cybernetics, vol. 52, no.9, pp. 9746 - 9755, 2022, DOI: 10.1109/TCYB.2020.3035796
26 Chen, Zhiwen,Liang, Ketian,Ding, Steven X.,Yang, Chao,Peng, Tao,Yuan, Xiaofeng: A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods, IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no.11, pp. 6158 - 6172, 2022, DOI: 10.1109/TNNLS.2021.3072491
27 Liu, Chun,Jiang, Bin,Zhang, Ke,Ding, Steven X.: Hierarchical Structure-Based Fault-Tolerant Tracking Control of Multiple 3-DOF Laboratory Helicopters, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 52, no.7, pp. 4247 - 4258, 2022, DOI: 10.1109/TSMC.2021.3095073
28 Wang, Xiuli,Bin, Jiang,Wu, Shaomin,Lu, Ningyun,Ding, Steven X.: Multivariate Relevance Vector Regression based Degradation Modeling and Remaining Useful Life Prediction, IEEE Transactions on Industrial Electronics (T-IE), vol. 69, no.9, pp. 9514 - 9523, 2022, DOI: 10.1109/TIE.2021.3114724
29 Reimann, Jan Niclas,Schwung, Andreas,Ding, Steven X.: Adopting attention-mechanisms for Neural Logic Rule Layers,Anwendung von Attention Mechanismen auf Neurale Regelbasierte Netze, at - Automatisierungstechnik, vol. 70, no.3, pp. 257 - 266, 2022, DOI: 10.1515/auto-2021-0136
30 Xue, Ting,Ding, Steven X.,Zhong, Maiying,Zhou, Donghua: An Integrated Design Scheme for SKR based Data-Driven Dynamic Fault Detection Systems, IEEE Transactions on Industrial Informatics (T-IINF), vol. 18, no.10, pp. 6828 - 6839, 2022, DOI: 10.1109/TII.2022.3147796
31 Chen, Hongtian,Jiang, Bin,Ding, Steven X.,Huang, Biao: Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains : A Survey, Challenges, and Perspectives, IEEE Transactions on Intelligent Transportation Systems (T-ITS), vol. 23, no.3, pp. 1700 - 1716, 2022, DOI: 10.1109/TITS.2020.3029946
32 Ding, Steven X.,Li, Linlin,Zhao, Dong,Louen, Chris,Liu, Tianyu: Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems, Automatica : A journal of IFAC, vol. 142, 2022, DOI: 10.1016/j.automatica.2022.110352
33 Reimann, Jan Niclas,Schwung, Andreas,Ding, Steven X.: Neural logic rule layers, Information Sciences, vol. 596, pp. 185 - 201, 2022, DOI: 10.1016/j.ins.2022.03.021
34 Fan, Zhenhua,Xu, Qifa,Jiang, Cuixia,Ding, Steven X.: Weighted quantile discrepancy-based deep domain adaptation network for intelligent fault diagnosis, Knowledge-Based Systems, vol. 240, 2022, DOI: 10.1016/j.knosys.2022.108149
35 Zhong, Maiying,Ding, Steven X.,Han, Qing-Long,He, Xiao,Zhou, Donghua: A Krein space-based approach to event-triggered H∞ filtering for linear discrete time-varying systems, Automatica : A journal of IFAC, vol. 135, 2022, DOI: 10.1016/j.automatica.2021.110001
36 Li, Linlin,Ding, Steven X.,Na, Yuhong,Qiu, Jianbin: An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode Estimation, IEEE Transactions on Circuits and Systems, Part II : Express Briefs, vol. 69, no.2, pp. 514 - 518, 2022, DOI: 10.1109/TCSII.2021.3088536
37 Wang, Fan,Wang, Zidong,Liang, Jinling,Ding, Steven X.: Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks : On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme, IEEE Transactions on Signal and Information Processing over Networks, vol. 8, pp. 584 - 596, 2022, DOI: 10.1109/TSIPN.2022.3188460
38 Zhu, Jun-Wei,Wang, Qi,Ding, Steven X.,Zhang, Wen-An,Yu, Li: Performance guaranteed attack reconstruction for cyber–physical systems: A new intermediate estimator-based framework, Automatica : A journal of IFAC, vol. 142, 2022, DOI: 10.1016/j.automatica.2022.110388
39 Hua, Changsheng,Li, Linlin,Ding, Steven X.: Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control Systems, IEEE Transactions on Automatic Control (T-AC), vol. 67, no.6, pp. 3013 - 3020, 2022, DOI: 10.1109/TAC.2021.3088397
40 Schwung, Dorothea,Schwung, Andreas,Ding, Steven X.: Distributed Self-Optimization of Modular Production Units : A State-Based Potential Game Approach, IEEE Transactions on Cybernetics, vol. 52, no.4, pp. 2174 - 2185, 2022, DOI: 10.1109/TCYB.2020.3006620
41 Liu, Yanan,Dong, Daoyi,Petersen, Ian R.,Gao, Qing,Ding, Steven X.,Yokoyama, Shota,Yonezawa, Hidehiro: Fault-Tolerant Coherent H∞ Control for Linear Quantum Systems, IEEE Transactions on Automatic Control (T-AC), vol. 67, no.10, pp. 5087 - 5101, 2022, DOI: 10.1109/TAC.2021.3115843
42 Cheng, Wanglei,Zhang, Ke,Jiang, Bin,Ding, Steven X.: Fixed-Time Formation Tracking for Heterogeneous Multi-Agent Systems under Actuator Faults and Directed Topologies, IEEE Transactions on Aerospace and Electronic Systems (T-AES), vol. 58, no.4, pp. 3063 - 3077, 2022, DOI: 10.1109/TAES.2022.3144379
43 Zhang, Ke,Jiang, Bin,Ding, Steven X.,Zhou, Donghua: Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems with Sensor Faults, IEEE Transactions on Cybernetics, vol. 52, no.3, pp. 1691 - 1700, 2022, DOI: 10.1109/TCYB.2020.2986386
44 Chadha, Gavneet Singh,Shah, Sayed Rafay Bin,Schwung, Andreas,Ding, Steven X.: Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation, IEEE Access, vol. 10, pp. 74244 - 74258, 2022, DOI: 10.1109/ACCESS.2022.3187702
45 Tu, Yuanyuan,Wang, Dayi,Ding, Steven X.,Fu, Fangzhou,Li, Wenbo: A Reconfiguration-Based Fault-Tolerant Control Method for Nonlinear Uncertain Systems, IEEE Transactions on Automatic Control (T-AC), vol. 67, no.11, pp. 6060 - 6067, 2022, DOI: 10.1109/TAC.2021.3126683
46 Zhu, Caroline Charlotte,Li, Linlin,Ding, Steven X.: Multiplicative Fault Detection and Isolation in Dynamic Systems Using Data-Driven K-Gap Metric based kNN Algorithm, IFAC-PapersOnLine, vol. 55, no.6: 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2022 Pafos, Cyprus, 8-10 June 2022, pp. 169 - 174, 2022, DOI: 10.1016/j.ifacol.2022.07.124
47 Xue, Ting,Ding, Steven X.,Zhong, Maiying,Zhou, Donghua: A Probabilistic Projection Approach to Data-Driven Dynamic Fault Detection∗, IFAC-PapersOnLine, vol. 55, no.6, pp. 43 - 48, 2022, DOI: 10.1016/j.ifacol.2022.07.103
48 Liu, Ruijie,Yang, Ying,Li, Linlin,Ding, Steven X.: Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches, IEEE Transactions on Circuits and Systems, Part II : Express Briefs, vol. 68, no.1, pp. 291 - 295, 2021, DOI: 10.1109/TCSII.2020.2993306
49 Westbrink, Fabian,Elbel, Alexander,Schwung, Andreas,Ding, Steven X.: Optimization of DEM parameters using multi-objective reinforcement learning, Powder Technology, vol. 379, pp. 602 - 616, 2021, DOI: 10.1016/j.powtec.2020.10.067
50 Huang, Haojie,Song, Yedong,Peng, Xin,Ding, Steven X.,Zhong, Weimin,Du, Wei: A Sparse Nonstationary Trigonometric Gaussian Process Regression and its Application on Nitrogen Oxides Prediction of the Diesel Engine, IEEE Transactions on Industrial Informatics (T-IINF), vol. 17, no.12, pp. 8367 - 8377, 2021, DOI: 10.1109/TII.2021.3068288
51 Ding, Steven X.,Li, Linlin: Control performance monitoring and degradation recovery in automatic control systems : A review, some new results, and future perspectives, Control Engineering Practice, vol. 111, 2021, DOI: 10.1016/j.conengprac.2021.104790
52 Zhong, Maiying,Xue, Ting,Song, Yang,Ding, Steven X.,Ding, Eve L.: Parity Space Vector Machine Approach to Robust Fault Detection for Linear Discrete-Time Systems, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 51, no.7, pp. 4251 - 4261, 2021, DOI: 10.1109/TSMC.2019.2930805
53 Schwung, Dorothea,Yuwono, Steve,Schwung, Andreas,Ding, Steven X.: Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning, Computers & Chemical Engineering, vol. 152, 2021, DOI: 10.1016/j.compchemeng.2021.107382
54 Kaynak, Okyay,Ding, Steven X.,Palazoglu, Ahmet,Luo, Hao: Guest Editorial : Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision, IEEE Transactions on Industrial Informatics (T-IINF), vol. 17, no.9, pp. 6324 - 6328, 2021, DOI: 10.1109/TII.2020.3023259
55 Chadha, Gavneet Singh,Islam, Intekhab,Schwung, Andreas,Ding, Steven X.: Deep convolutional clustering-based time series anomaly detection, Sensors, vol. 21, no.16, 2021, DOI: 10.3390/s21165488
56 Shah, Sayed Rafay Bin,Chadha, Gavneet Singh,Schwung, Andreas,Ding, Steven X.: A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM, Intelligent Systems with Applications, vol. 10. Nov, 2021, DOI: 10.1016/j.iswa.2021.200049
57 Huang, Haojie,Li, Zhongmei,Peng, Xin,Ding, Steven X.,Zhong, Weimin: Gaussian Process Regression with Maximizing the Composite Conditional Likelihood, IEEE Transactions on Instrumentation and Measurement, vol. 70, 2021, DOI: 10.1109/TIM.2021.3104376
58 Chen, Xiaolu,Wang, Jing,Ding, Steven X.: Complex System Monitoring Based on Distributed Least Squares Method, IEEE Transactions on Automation Science and Engineering (T-ASE), vol. 18, no.4, pp. 1892 - 1900, 2021, DOI: 10.1109/TASE.2020.3022924
59 Cheng, Wanglei,Jiang, Bin,Zhang, Ke,Ding, Steven X.: Robust finite-time cooperative formation control of UGV-UAV with model uncertainties and actuator faults, Journal of the Franklin Institute, vol. 358, no.17, pp. 8811 - 8837, 2021, DOI: 10.1016/j.jfranklin.2021.08.038
60 Han, Huayun,Yang, Ying,Li, Linlin,Ding, Steven X.: Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems with T-S Fuzzy Implementation, IEEE Transactions on Cybernetics, vol. 51, no.2, pp. 801 - 814, 2021, DOI: 10.1109/TCYB.2019.2951534
61 Chen, Zhiwen,Liu, Chang,Ding, Steven X.,Peng, Tao,Yang, Chunhua,Gui, Weihua,Shardt, Yuri A. W.: A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection, IEEE Transactions on Industrial Electronics (T-IE), vol. 68, no.6, pp. 5259 - 5270, 2021, DOI: 10.1109/TIE.2020.2989708
62 Cheng, Wanglei,Zhang, Ke,Jiang, Bin,Ding, Steven X.: Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances, IEEE Transactions on Circuits and Systems, Part I : Regular Papers, vol. 68, no.5, pp. 2121 - 2133, 2021, DOI: 10.1109/TCSI.2021.3061386
63 Xu, Yunsong,Ding, Steven X.,Luo, Hao,Yin, Shen: A Real-Time Performance Recovery Framework for Vision-Based Control Systems, IEEE Transactions on Industrial Electronics (T-IE), vol. 68, no.2, pp. 1571 - 1580, 2021, DOI: 10.1109/TIE.2020.2967678
64 Shang, Chao,Ding, Steven X.,Ye, Hao: Distributionally robust fault detection design and assessment for dynamical systems, Automatica : a journal of IFAC, vol. 125, pp. 109434, 2021, DOI: 10.1016/j.automatica.2020.109434
65 Chen, Hongtian,Jiang, Bin,Ding, Steven X.: A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains, IEEE Intelligent Transportation Systems Magazine, vol. 13, no.3, pp. 83 - 88, 2021, DOI: 10.1109/MITS.2019.2907629
66 Xu, Yunsong,Yin, Shen,Ding, Steven X.,Luo, Hao,Zhao, Zhengen: Performance Degradation Monitoring and Recovery of Vision-Based Control Systems, IEEE Transactions on Control Systems Technology : a publication of the IEEE Control Systems Society, vol. 29, no.6, pp. 2712 - 2719, 2021, DOI: 10.1109/TCST.2020.3042883
67 Gao, Qing,Dong, Daoyi,Petersen, Ian R.,Ding, Steven X.: Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector, IEEE Transactions on Cybernetics, vol. 51, no.2, pp. 889 - 899, 2021, DOI: 10.1109/TCYB.2019.2899877
68 Chadha, Gavneet Singh,Panara, Utkarsh,Schwung, Andreas,Ding, Steven X.: Generalized dilation convolutional neural networks for remaining useful lifetime estimation, Neurocomputing, vol. 452, pp. 182 - 199, 2021, DOI: 10.1016/j.neucom.2021.04.109
69 Zhu, Jun-Wei,Gu, Cao-Yuan,Ding, Steven X.,Zhang, Wen-An,Wang, Xin,Yu, Li: A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method with Application to Networked Multiaxis Motion Control System, IEEE Transactions on Industrial Electronics (T-IE), vol. 68, no.8, pp. 7422 - 7432, 2021, DOI: 10.1109/TIE.2020.3001857
70 Abdo, Ali,Siam, Jamal,Mustafa, Rashad,Hesselmann, Frederik,Koenings, Tim,Ding, Steven X.: A Fault-Tolerant Control Approach Based On Image Processing Applied To Three-Tank System, IEEE Access, vol. 9, pp. 149520 - 149528, 2021, DOI: 10.1109/ACCESS.2021.3125346
71 Xianchuan, Ding Steven,Linlin, Li,Bin, Jiang: Unified control and detection framework and its applications : A review, some new results, and future perspectives, Journal of Systems Engineering and Electronics, vol. 32, no.5, pp. 995 - 1013, 2021, DOI: 10.23919/JSEE.2021.000085
72 Hesselmann, Frederik,Obergfell, Micha,Ding, Steven X.: Predictive energy flow control : A control strategy for neighborhood supply, atp magazin, no.10, pp. 84 - 91, 2021
73 Feng, Yun,Wang, Yaonan,Wang, Jun-Wei,Li, Han-Xiong,Ding, Steven X.: Spatio-temporal fault localization for nonlinear spatially distributed processes : A spatial mapping filter-based framework, International Journal of Robust and Nonlinear Control, vol. 31, no.14, pp. 6953 - 6971, 2021, DOI: 10.1002/rnc.5650
74 Zhao, Zhengen,Yang, Ying,Ding, Steven X.,Li, Linlin: Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 50, no.2, pp. 514 - 524, 2020, DOI: 10.1109/TSMC.2017.2759144
75 Liu, Dan,Yang, Ying,Li, Linlin,Ding, Steven X.: Control Performance-Based Fault-Tolerant Control Strategy for Singular Systems, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 50, no.7, pp. 2398 - 2407, 2020, DOI: 10.1109/TSMC.2018.2815002
76 Tang, Mingzhu,Zhao, Qi,Ding, Steven X.,Wu, Huawei,Li, Linlin,Long, Wen,Huang, Bin: An improved lightGBM algorithm for online fault detection of wind turbine gearboxes, Energies : open-access journal of related scientific research, technology development and studies in policy and management, vol. 13, no.4, pp. 807, 2020, DOI: 10.3390/en13040807
77 Chadha, Gavneet Singh,Panambilly, Ambarish,Schwung, Andreas,Ding, Steven X.: Bidirectional deep recurrent neural networks for process fault classification, ISA Transactions, vol. 106, pp. 330 - 342, 2020, DOI: 10.1016/j.isatra.2020.07.011
78 Xue, Ting,Zhong, Maiying,Li, Linlin,Ding, Steven X.: An Optimal Data-Driven Approach to Distribution Independent Fault Detection, IEEE Transactions on Industrial Informatics (T-IINF), vol. 16, no.11, pp. 6826 - 6836, 2020, DOI: 10.1109/TII.2020.2976043
79 Gao, Qing,Dong, Daoyi,Petersen, Ian R.,Ding, Steven X.: Design of a Quantum Projection Filter, IEEE Transactions on Automatic Control (T-AC), vol. 65, no.8, pp. 3693 - 3700, 2020, DOI: 10.1109/TAC.2019.2953457
80 Zhao, Dong,Lam, Hak Keung,Li, Yueyang,Ding, Steven X.,Liu, Shuai: A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models with Applications to Fault Detection, IEEE Transactions on Circuits and Systems, Part I : Regular Papers, vol. 67, no.6, pp. 2053 - 2063, 2020, DOI: 10.1109/TCSI.2020.2968732
81 Yang, Chao,Gui, Weihua,Chen, Zhiwen,Zhang, Jingrong,Peng, Tao,Yang, Chunhua,Karimi, Hamid Reza,Ding, Steven X.: Voltage Difference Residual-Based Open-Circuit Fault Diagnosis Approach for Three-Level Converters in Electric Traction Systems, IEEE Transactions on Power Electronics (T-PEL), vol. 35, no.3, pp. 3012 - 3028, 2020, DOI: 10.1109/TPEL.2019.2924487
82 Li, Linlin,Ding, Steven X.: Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes, Automatica : A journal of IFAC, vol. 118, 2020, DOI: 10.1016/j.automatica.2020.109029
83 Zhang, Kai,Peng, Kaixiang,Ding, Steven X.,Chen, Zhiwen,Yang, Xu: A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process, IEEE Transactions on Industrial Electronics (T-IE), vol. 67, no.3, pp. 2380 - 2390, 2020, DOI: 10.1109/TIE.2019.2901565
84 Zhao, Dong,Li, Yueyang,Ahn, Choon Ki,Ding, Steven X.: Optimal state and fault estimation for two-dimensional discrete systems, Automatica : a journal of IFAC, vol. 115, pp. 108856, 2020, DOI: 10.1016/j.automatica.2020.108856
85 Li, Linlin,Ding, Steven X.: Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven Implementation, IEEE Transactions on Industrial Informatics (T-IINF), vol. 16, no.4, pp. 2849 - 2858, 2020, DOI: 10.1109/TII.2019.2940099
86 Li, Linlin,Ding, Steven X.,Luo, Hao,Peng, Kaixiang,Yang, Ying: Performance-based fault-tolerant control approaches for industrial processes with multiplicative faults, IEEE Transactions on Industrial Informatics (T-IINF), vol. 16, no.7, pp. 4759 - 4768, 2020, DOI: 10.1109/TII.2019.2946882
87 Li, Linlin,Ding, Steven X.: Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill Processes, IEEE Transactions on Control Systems Technology (T-CST), 2020, DOI: 10.1109/TCST.2019.2947876
88 Zhong, Maiying,Ding, Steven X.,Zhou, Donghua,He, Xiao: An Hi/H∞ Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems, IEEE Transactions on Automatic Control (T-AC), vol. 65, no.10, pp. 4464 - 4471, 2020, DOI: 10.1109/TAC.2020.3006811
89 Schwung, Dorothea,Patel, Vatsal,Schwung, Andreas,Ding, Steven X.: Optimization in distributed production systems Machine learniung with game theory on the PLC, atp Magazin, no.11. Dez, pp. 72 - 83, 2020
90 Song, Yang,Zhong, Maiying,Xue, Ting,Ding, Steven X.,Li, Wenbo: Parity space-based fault isolation using minimum error minimax probability machine, Control Engineering Practice, vol. 95, pp. 104242, 2020, DOI: 10.1016/j.conengprac.2019.104242
91 Xue, Ting,Zhong, Maiying,Luo, Lijia,Li, Linlin,Ding, Steven X.: Distributionally robust fault detection by using Kernel density estimation, IFAC-PapersOnLine, vol. 53, pp. 652 - 657, 2020, DOI: 10.1016/j.ifacol.2020.12.810
92 Peng, Xin,Ding, Steven X.,Du, Wenli,Zhong, Weimin,Qian, Feng: Distributed process monitoring based on canonical correlation analysis with partly-connected topology, Control Engineering Practice, vol. 101, pp. 104500, 2020, DOI: 10.1016/j.conengprac.2020.104500
93 Li, Linlin,Ding, Steven X.,Peng, Xin: Distributed data-driven optimal fault detection for large-scale systems, Journal of Process Control, vol. 96, pp. 94 - 103, 2020, DOI: 10.1016/j.jprocont.2020.11.004
94 Xue, Ting,Ding, Steven X.,Zhong, Maiying,Li, Linlin: A distribution independent data-driven design scheme of optimal dynamic fault detection systems, Journal of Process Control, vol. 95, pp. 01. Sep, 2020, DOI: 10.1016/j.jprocont.2020.09.004
95 Yang, Xu,Gao, Jingjing,Li, Linlin,Luo, Hao,Ding, Steven X.,Peng, Kaixiang: Data-driven design of fault-tolerant control systems based on recursive stable image representation, Automatica : A journal of IFAC, vol. 122, 2020, DOI: 10.1016/j.automatica.2020.109246
96 Louen, Chris,Ding, Steven X.: Distribution independent threshold setting based on one-class support vector machine, IFAC-PapersOnLine, vol. 53, no.2, pp. 11307 - 11312, 2020, DOI: 10.1016/j.ifacol.2020.12.532
97 Liu, Yan,Hu, Changbin,Lu, Hao,Ding, Steven X.,Li, Linlin,Peng, Xin,Wang, Yi: Youla parameterization based control performance degradation online recovery of single inverter control systems in microgrids : A PNP approach, IFAC-PapersOnLine, vol. 53, no.2, pp. 12080 - 12085, 2020, DOI: 10.1016/j.ifacol.2020.12.758
98 Liu, Yanan,Dong, Daoyi,Petersen, Ian R.,Gao, Qing,Ding, Steven X.,Yonezawa, Hidehiro: Coherent H∞ control for Markovian jump linear quantum systems, IFAC-PapersOnLine, vol. 53, no.2, pp. 269 - 274, 2020, DOI: 10.1016/j.ifacol.2020.12.134
99 Obergfell, Micha,Ding, Steven X.,Wobbe, Frank,Goletz, Christoph-Marian,Folkers, Michael,Rabba, Heiko: A switching system oriented modeling and control strategy for idle speed control of a hybrid powertrain, IFAC-PapersOnLine, vol. 53, no.2, pp. 14028 - 14033, 2020, DOI: 10.1016/j.ifacol.2020.12.924
100 Han, Huayun,Yang, Ying,Li, Linlin,Ding, Steven X.: Control performance‐based fault detection and fault‐tolerant control schemes for a class of nonlinear systems, International Journal of Robust and Nonlinear Control, vol. 30, no.4, pp. 1431 - 1450, 2020, DOI: 10.1002/rnc.4828
101 Zhao, Dong,Ding, Steven X.,Karimi, Hamid Reza,Li, Yueyang,Wang, Youqing: On robust Kalman filter for two-dimensional uncertain linear discrete time-varying systems : A least squares method, Automatica : A journal of IFAC, vol. 99, pp. 203 - 212, 2019, DOI: 10.1016/j.automatica.2018.10.029
102 Li, Linlin,Luo, Hao,Ding, Steven X.,Yang, Ying,Peng, Kaixiang: Performance-based fault detection and fault-tolerant control for automatic control systems, Automatica : A journal of IFAC, vol. 99, pp. 308 - 316, 2019, DOI: 10.1016/j.automatica.2018.10.047
103 Chen, Hongtian,Jiang, Bin,Ding, Steven X.,Lu, Ningyun,Chen, Wen: Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems, IEEE Transactions on Control Systems Technology (T-CST), vol. 27, no.6, pp. 2766 - 2773, 2019, DOI: 10.1109/TCST.2018.2866976
104 Cao, Liang,Zhao, Dong,Wang, Youqing,Ding, Steven X.: Existence and design of observers for two-dimensional linear systems with multiple channel faults, Multidimensional Systems and Signal Processing, vol. 30, no.2, pp. 641 - 660, 2019, DOI: 10.1007/s11045-018-0574-4
105 Ding, Steven X.,Li, Linlin,Krüger, Minjia: Application of randomized algorithms to assessment and design of observer-based fault detection systems, Automatica : A journal of IFAC, vol. 107, pp. 175 - 182, 2019, DOI: 10.1016/j.automatica.2019.05.037
106 Li, Linlin,Ding, Steven X.,Peng, Kaixiang,Qiu, Jianbin,Yang, Ying: Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems, IEEE Access, vol. 7, pp. 11105 - 11113, 2019, DOI: 10.1109/ACCESS.2019.2891741
107 Chen, Zhiwen,Cao, Yue,Ding, Steven X.,Zhang, Kai,Koenings, Tim,Peng, Tao,Yang, Chunhua,Gui, Weihua: A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring, IEEE Transactions on Industrial Informatics, vol. 15, no.5, pp. 2710 - 2720, 2019, DOI: 10.1109/TII.2019.2893125
108 Liu, Shangkun,Jiang, Bin,Mao, Zehui,Ding, Steven X.: Adaptive Backstepping Based Fault-tolerant Control for High-speed Trains with Actuator Faults, International Journal of Control, Automation and Systems, vol. 17, no.6, pp. 1408 - 1420, 2019, DOI: 10.1007/s12555-018-0703-8
109 Fu, Fangzhou,Wang, Dayi,Ding, Steven X.,Zhao, Dong: Fault identifiability analysis of linear discrete time-varying systems, IEEE Transactions on Circuits and Systems, Part I : Regular Papers, vol. 66, no.6, pp. 2371 - 2381, 2019, DOI: 10.1109/TCSI.2018.2889907
110 Schwung, Dorothea,Schwung, Andreas,Ding, Steven X.: Actor-critic reinforcement learning for energy optimization in hybrid production environments, International Journal of Computing, vol. 18, no.4, pp. 360 - 371, 2019
111 Zhao, Dong,Ding, Steven X.,Karimi, Hamid Reza,Li, Yueyang,Karimi, Hamidreza: Robust H∞ Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems : A Krein Space-Based Method, IEEE Transactions on Automatic Control, vol. 64, no.12, pp. 5124 - 5131, 2019, DOI: 10.1109/TAC.2019.2908699
112 Tang, Mingzhu,Ding, Steven X.,Yang, Chunhua,Cheng, Fanyong,Shardt, Yuri A. W.,Long, Wen,Liu, Daifei: Cost-sensitive large margin distribution machine for fault detection of wind turbines, Cluster Computing : The Journal of Networks, Software Tools and Applications, vol. 22, pp. 7525 - 7537, 2019, DOI: 10.1007/s10586-018-1854-3
113 Li, Yueyang,Liu, Shuai,Zhong, Maiying,Ding, Steven X.: State estimation for stochastic discrete-time systems with multiplicative noises and unknown inputs over fading channels, Applied Mathematics and Computation, vol. 320, pp. 116 - 130, 2018, DOI: 10.1016/j.amc.2017.09.008
114 Li, Linlin,Ding, Steven X.,Yang, Ying,Peng, Kaixiang,Qiu, Jianbin: A fault detection approach for nonlinear systems based on data-driven realizations of fuzzy kernel representations, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 26, no.4, pp. 1800 - 1812, 2018, DOI: 10.1109/TFUZZ.2017.2752136
115 Chen, Zhiwen,Ding, Steven X.,Peng, Tao,Yang, Chunhua,Gui, Weihua: Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms, IEEE Transactions on Industrial Electronics (T-IE), vol. 65, no.2, pp. 1559 - 1567, 2018, DOI: 10.1109/TIE.2017.2733501
116 Zhao, Dong,Wang, Youqing,Li, Yueyang,Ding, Steven X.: H∞ fault estimation for 2-D linear discrete time-varying systems based on Krein space method, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 48, no.12, pp. 2070 - 2079, 2018, DOI: 10.1109/TSMC.2017.2723623
117 Zhou, Jing,Yang, Ying,Ding, Steven X.,Zi, Yanyang,Wei, Muheng: A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique, IEEE Access, vol. 6, pp. 16207 - 16215, 2018, DOI: 10.1109/ACCESS.2018.2812207
118 Yang, Ying,Linlin, Li,Ding, Steven X.,Qiu, Jianbin,Peng, Kaixiang: Fault detection for piecewise affine systems with application to ship propulsion systems, ISA Transactions, vol. 78, pp. 03. Sep, 2018, DOI: 10.1016/j.isatra.2017.08.016
119 Zhou, Jing,Yang, Ying,Zhao, Zhengen,Ding, Steven X.: A fault detection scheme for ship propulsion systems using randomized algorithm techniques, Control Engineering Practice, vol. 81, pp. 65 - 72, 2018, DOI: 10.1016/j.conengprac.2018.09.008
120 Ding, Steven X.: Optimal fault detection and estimation : a unified scheme and least squares solutions, IFAC-PapersOnLine, vol. 51, no.24, pp. 465 - 472, 2018, DOI: 10.1016/j.ifacol.2018.09.618
121 Hua, Changsheng,Ding, Steven X.,Shardt, Yuri A. W.: A New Method for Fault Tolerant Control through Q-Learning, IFAC-PapersOnLine, vol. 51, no.24, pp. 38 - 45, 2018, DOI: 10.1016/j.ifacol.2018.09.526
122 Na, Yuhong,Li, Linlin,Ding, Steven X.,Abdo, Ali: A Fault Detection Scheme for Uncertain Switched Systems Under Asynchronous Switching, IFAC-PapersOnLine, vol. 51, no.24, pp. 117 - 122, 2018, DOI: 10.1016/j.ifacol.2018.09.544
123 Luo, H.,Li, K.,Song, X.,Yin, S.,Ding, Steven X.,Li, L.,Yang, X.: Process Monitoring System Design via the Closed-Loop Identified Data-Driven SKR ⁎, IFAC-PapersOnLine, vol. 51, no.24, pp. 367 - 372, 2018, DOI: 10.1016/j.ifacol.2018.09.603
124 Gao, Jingjing,Yang, Xu,Li, Linlin,Luo, Hao,Ding, Steven X.,Zhang, Kai,Peng, Kaixiang: Recursive Subspace-based Predictive Control and Its Application to Fault-tolerant Control ⁎, IFAC-PapersOnLine, vol. 51, no.24, pp. 696 - 702, 2018, DOI: 10.1016/j.ifacol.2018.09.651
125 Li, Yueyang,Karimi, Hamid Reza,Zhong, Maiying,Ding, Steven X.,Liu, Shuai: Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise : The Finite-Horizon Case, IEEE Transactions on Circuits and Systems, Part I : Regular Papers, vol. 65, no.10, pp. 3492 - 3505, 2018, DOI: 10.1109/TCSI.2018.2832229
126 Zhao, Dong,Ding, Steven X.,Wang, Youqing,Li, Yueyang: Krein-space based robust H∞ fault estimation for two-dimensional uncertain linear discrete time-varying systems, Systems and Control Letters, vol. 115, pp. 41 - 47, 2018, DOI: 10.1016/j.sysconle.2018.03.005
127 Li, Linlin,Chadli, Mohammed,Ding, Steven X.,Qiu, Jianbin,Yang, Ying: Diagnostic Observer Design for T-S Fuzzy Systems : Application to Real-Time-Weighted Fault-Detection Approach, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 26, no.2, pp. 805 - 816, 2018, DOI: 10.1109/TFUZZ.2017.2690627
128 Luo, Hao,Yang, Xu,Krueger, Minjia,Ding, Steven X.,Peng, Kaixiang: A Plug-and-Play Monitoring and Control Architecture for Disturbance Compensation in Rolling Mills, IEEE/ASME Transactions on Mechatronics (T-MECH), vol. 23, no.1, pp. 200 - 210, 2018, DOI: 10.1109/TMECH.2016.2636337
129 Xue, Ting,Zhong, Maiying,Ding, Steven X.,Ye, Hao: Stationary wavelet transform aided design of parity space vectors for fault detection in LDTV systems, IET Control Theory & Applications, vol. 12, no.7, pp. 857 - 864, 2018, DOI: 10.1049/iet-cta.2017.1188
130 Zhong, Maiying,Xue, Ting,Ding, Steven X.: A survey on model-based fault diagnosis for linear discrete time-varying systems, Neurocomputing, vol. 306, pp. 51 - 60, 2018, DOI: 10.1016/j.neucom.2018.04.037
131 Li, Linlin,Ding, Steven X.,Peng, Kaixiang,Han, Huayun,Yang, Ying,Yang, Xu: A data-driven fault detection approach with performance optimization, The Canadian Journal of Chemical Engineering (CJChE), vol. 96, no.2, pp. 507 - 514, 2018, DOI: 10.1002/cjce.22994
132 Han, Huayun,Yang, Ying,Li, Linlin,Ding, Steven X.: Observer-based fault detection for uncertain nonlinear systems, Journal of the Franklin Institute, vol. 355, no.3, pp. 1278 - 1295, 2018, DOI: 10.1016/j.jfranklin.2017.12.021
133 Basin, Michael,Rodriguez-Ramirez, Pablo,Ding, Steven X.,Daszenies, Tim,Shtessel, Yuri: Continuous fixed-time convergent regulator for dynamic systems with unbounded disturbances, Journal of the Franklin Institute, vol. 355, no.5, pp. 2762 - 2778, 2018, DOI: 10.1016/j.jfranklin.2018.01.010
134 Chibani, Ali,Chadli, Mohammed,Ding, Steven X.,Braiek, Naceur Benhadj: Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specifications, Automatica : A journal of IFAC, vol. 93, pp. 42 - 54, 2018, DOI: 10.1016/j.automatica.2018.03.024
135 Yin, Shen,Ding, Steven X.,Fang, Jiancheng,Basin, Michael V.,Palhares, Reinaldo Martinez: Guest Editorial Focuseection on Health Monitoring, Management, and Control of Complex Mechatronic Systems, IEEE/ASME Transactions on Mechatronics (T-MECH), vol. 23, no.1, pp. 8293757, 2018, DOI: 10.1109/TMECH.2018.2795004
136 Shardt, Yuri A. W.,Mehrkanoon, Siamak,Zhang, Kai,Yang, Xu,Suykens, Johan,Ding, Steven X.,Peng, Kaixiang: Modelling the strip thickness in hot steel rolling mills using least-squares support vector machines, The Canadian Journal of Chemical Engineering (CJChE), vol. 96, no.1, pp. 171 - 178, 2018, DOI: 10.1002/cjce.22956
137 Koenings, Tim,Krueger, Minjia,Luo, Hao,Ding, Steven X.: A data-driven computation method for the gap metric and the optimal stability margin, IEEE Transactions on Automatic Control (T-AC), vol. 63, no.3, pp. 805 - 810, 2018, DOI: 10.1109/TAC.2017.2735023
138 Zhao, Zhengen,Yang, Ying,Ding, Steven X.,Li, Linlin: Robust Fault Detection for Observer-Based Feedback Control Systems, Circuits, Systems, and Signal Processing, vol. 37, no.8, pp. 3364 - 3382, 2018, DOI: 10.1007/s00034-017-0726-z
139 Xu, Dong Sheng,Li, Linlin,Ding, Steven X.,Wang, Y.: Fault-tolerant control for wireless networked control systems with an integrated scheduler, International Journal of Adaptive Control and Signal Processing, vol. 31, no.1, pp. 23 - 38, 2017, DOI: 10.1002/acs.2678
140 Zhang, Kai,Ding, Steven X.,Shardt, Yuri A. W.,Chen, Zhiwen,Peng, Kaixiang: Assessment of T-2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring, Journal of the Franklin Institute, vol. 354, no.2, pp. 668 - 688, 2017, DOI: 10.1016/j.jfranklin.2016.10.033
141 Zhang, Dengfeng,Li, Jun,Lu, Baochun,Ding, Steven X.,Wang, Zhiquan,Zhao, Chao: Satisfactory fault tolerant control with soft-constraint for discrete time-varying systems : numerical recursive approach, Journal of the Franklin Institute, vol. 354, no.2, pp. 1109 - 1137, 2017, DOI: 10.1016/j.jfranklin.2016.11.007
142 Chen, Zhiwen,Ding, Steven X.,Luo, Hao,Zhang, Kai: An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances, Journal of the Franklin Institute, vol. 354, no.1, pp. 556 - 570, 2017, DOI: 10.1016/j.jfranklin.2016.10.031
143 Zhang, Kai,Shardt, Yuri A. W.,Chen, Zhiwen,Yang, Xu,Ding, Steven X.,Peng, Kaixiang: A KPI-based process monitoring and fault detection framework for large-scale processes, ISA Transactions, vol. 68, pp. 276 - 286, 2017, DOI: 10.1016/j.isatra.2017.01.029
144 Zhong, Maiying,Zhang, Ligang,Ding, Steven X.,Zhou, Donghua: A probabilistic approach to robust fault detection for a class of nonlinear systems, IEEE Transactions on Industrial Electronics (T-IE), vol. 64, no.5, pp. 3930 - 3939, 2017, DOI: 10.1109/TIE.2016.2637308
145 Luo, Hao,Krueger, Minjia,Koenings, Tim,Ding, Steven X.,Dominic, Shane,Yang, Xu: Real-Time Optimization of Automatic Control Systems with Application to BLDC Motor Test Rig, IEEE Transactions on Industrial Electronics (T-IE), vol. 64, no.5, pp. 4306 - 4314, 2017, DOI: 10.1109/TIE.2016.2577623
146 Palhares, Reinaldo,Ding, Steven X.,Yin, Shen: Special issue on recent advances on control and diagnosis via process measurements, Journal of the Franklin Institute, vol. 354, no.6, pp. 2461 - 2464, 2017, DOI: 10.1016/j.jfranklin.2017.01.017
147 Ding, Steven X.,Dominic, Shane,Lohr, Yannik,Schwung, Andreas: PLC-Based Real-Time Realization of Flatness-Based Feedforward Control for Industrial Compression Systems, IEEE Transactions on Industrial Electronics (T-IE), vol. 64, no.2, pp. 1323 - 1331, 2017, DOI: 10.1109/TIE.2016.2612160
148 Wang, Youqing,Zhao, Dong,Li, Yueyang,Ding, Steven X.: Unbiased Minimum Variance Fault and State Estimation for Linear Discrete Time-Varying Two-Dimensional Systems, IEEE Transactions on Automatic Control, vol. 62, no.10, pp. 5463 - 5469, 2017, DOI: 10.1109/TAC.2017.2697210
149 Li, Linlin,Ding, Steven X.,Qiu, Jianbin,Yang, Ying: Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation, IEEE Transactions on Cybernetics, vol. 47, no.2, pp. 283 - 294, 2017, DOI: 10.1109/TCYB.2015.2513438
150 Jiang, Qingchao,Ding, Steven X.,Wang, Yang,Yan, Xuefeng: Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis, IEEE Transactions on Industrial Electronics (T-IE), vol. 64, no.10, pp. 8148 - 8157, 2017, DOI: 10.1109/TIE.2017.2698422
151 Li, Linlin,Ding, Steven X.,Qiu, Jianbin,Yang, Ying,Xu, Dongmei: Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 47, no.8, pp. 1941 - 1952, 2017, DOI: 10.1109/TSMC.2016.2576453
152 Luo, Hao,Zhao, H.,Ding, Steven X.,Yin, Shen,Gao, Huijun,Yang, Xu: Scalability of feedback control systems for plug-and-play control, IFAC-PapersOnLine, vol. 50, no.1, pp. 7529 - 7534, 2017, DOI: 10.1016/j.ifacol.2017.08.1187
153 Zhong, Maiying,Xue, Ting,Ding, Steven X.,Zhou, Donghua,Ye, Hao,Song, Ningfang: A Wavelet-based Parity Space Approach to Fault Detection of Linear Discrete Time-varying Systems, IFAC-PapersOnLine, vol. 50, no.1, pp. 2836 - 2841, 2017, DOI: 10.1016/j.ifacol.2017.08.636
154 Krueger, Minjia,Koenings, Tim,Liu, Y.,Ding, Steven X.,Saijai, Jedsada,Li, Linlin: Randomized Algorithm Based Fault Detection System Design for Uncertain LTI Systems, IFAC-PapersOnLine, vol. 50, no.1, pp. 3648 - 3653, 2017, DOI: 10.1016/j.ifacol.2017.08.711
155 Keller, R.,Ding, Steven X.,Müller, M.,Stolten, D.: Fault-tolerant model predictive control of a direct methanol-fuel cell system with actuator faults, Control Engineering Practice : a journal of IFAC, the International Federation of Automatic Control, vol. 66, pp. 99 - 115, 2017, DOI: 10.1016/j.conengprac.2017.06.008
156 Li, Linlin,Ding, Steven X.,Qiu, Jianbin,Peng, Kaixiang,Yang, Ying: An optimal fault detection approach for piecewise affine systems via diagnostic observers, Automatica : a journal of IFAC, the International Federation of Automatic Control, vol. 85, pp. 256 - 263, 2017, DOI: 10.1016/j.automatica.2017.07.062
157 Li, Zheng,Ding, Steven X.: A unified approach for generalized minimum variance controller for linear time-varying systems, International Journal of Mechanical and Production Engineering Research and Development, vol. 7, no.1, pp. 61 - 70, 2017
158 Hua, Changsheng,Shardt, Yuri A. W.,Ding, Steven X.,Wang, Yalin: Data-Driven Design of Feedback-Feedforward Control Systems for Dynamic Processes, IFAC-PapersOnLine, vol. 50, no.1, pp. 13916 - 13921, 2017, DOI: 10.1016/j.ifacol.2017.08.2211
159 Chen, Zhiwen,Zhang, Kai,Shardt, Yuri A. W.,Ding, Steven X.,Yang, Xu,Yang, Chunhua,Peng, Tao: Comparison of Two Basic Statistics for Fault Detection and Process Monitoring, IFAC-PapersOnLine, vol. 50, no.1, pp. 14776 - 14781, 2017, DOI: 10.1016/j.ifacol.2017.08.2586
160 Ge, Zhiqiang,Song, Zhihuan,Ding, Steven X.,Huang, Biao: Data Mining and Analytics in the Process Industry : The Role of Machine Learning, IEEE Access, vol. 5, pp. 20590 - 20616, 2017, DOI: 10.1109/ACCESS.2017.2756872
161 Yin, Shen,Zhou, Donghua,Ding, Steven X.: Diagnosis and Prognosis for Complicated Industrial Systems—Part II, IEEE transactions on industrial electronics, vol. 63, no.5, pp. 3201 - 3204, 2016, DOI: 10.1109/TIE.2016.2538745
162 Yin, Shen,Zhou, Donghua,Ding, Steven X.: Diagnosis and Prognosis for Complicated Industrial Systems—Part I, IEEE transactions on industrial electronics, vol. 63, no.4, pp. 2501 - 2505, 2016, DOI: 10.1109/TIE.2016.2522944
163 Qiu, Jianbin,Yin, Shen,Gao, Huijun,Ding, Steven X.: Fuzzy-Model-Based Reliable Static Output Feedback ℋ∞ Control of Nonlinear Hyperbolic PDE Systems, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 24, no.2, pp. 388 - 400, 2016, DOI: 10.1109/TFUZZ.2015.2457934
164 Zhang, Yong,Li, Linlin,Ding, Steven X.,Yang, Ying: Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed Convergence, IEEE Transactions on Systems, Man, and Cybernetics : Systems, vol. 46, no.4, pp. 548 - 558, 2016, DOI: 10.1109/TSMC.2015.2450203
165 Dominic, Shane,Luo, Hao,Ding, Steven X.,Shardt, Yuri A. W.: An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial Processes, IEEE transactions on industrial electronics, vol. 63, no.5, pp. 3252 - 3260, 2016, DOI: 10.1109/TIE.2015.2504557
166 Lei, Yaguo,Ding, Steven X.,Xing, Saibo,Lin, Jing,Jia, Feng: An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data, IEEE transactions on industrial electronics, vol. 63, no.5, pp. 3137 - 3147, 2016, DOI: 10.1109/TIE.2016.2519325
167 Yin, Shen,Zhou, Donghua,Ding, Steven X.: A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System, IEEE transactions on industrial electronics, vol. 63, no.5, pp. 3311 - 3320, 2016, DOI: 10.1109/TIE.2016.2530789
168 Shardt, Yuri A. W.,Yang, Xu,Ding, Steven X.: Quantisation and data quality : Implications for system identification, Journal of process control, vol. 40, pp. 13 - 23, 2016, DOI: 10.1016/j.jprocont.2016.01.007
169 Li, Linlin,Yang, Ying,Zhang, Yong,Ding, Steven X.: Optimal fault detection design via iterative estimation methods for industrial control systems, Journal of the Franklin Institute, vol. 353, no.2, pp. 359 - 377, 2016, DOI: 10.1016/j.jfranklin.2015.12.002
170 Chen, Zhiwen,Hu, Zhikun,Li, Zhebin,Zhang, Kai,Ding, Steven X.: Canonical correlation analysis-based fault detection methods with application to alumina evaporation process, Control Engineering Practice, vol. 46, pp. 51 - 58, 2016, DOI: 10.1016/j.conengprac.2015.10.006
171 Qiu, Jianbin,Ding, Steven X.,Gao, Huijun: Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems : A Survey, IEEE transactions on industrial electronics, vol. 63, no.2, pp. 1207 - 1217, 2016, DOI: 10.1109/TIE.2015.2504351
172 Dong, Hongli,Gao, Huijun,Ding, Steven X.,Wang, Zidong: On H-infinity Estimation of Randomly Occurring Faults for A Class of Nonlinear Time-Varying Systems With Fading Channels, IEEE transactions on automatic control, vol. 61, no.2, pp. 479 - 484, 2016, DOI: 10.1109/TAC.2015.2437526
173 Chen, Zhiwen,Hu, Zhikun,Shardt, Yuri A. W.,Zhang, Kai,Ding, Steven X.: Improved canonical correlation analysis-based fault detection methods for industrial processes, Journal of Process Control, vol. 41, pp. 26 - 34, 2016, DOI: 10.1016/j.jprocont.2016.02.006
174 Yang, Ying,Ding, Steven X.,Zhang, Yong,Li, Linlin: Robust fuzzy observer-based fault detection for nonlinear systems with disturbances, Neurocomputing, vol. 174, pp. 767 - 772, 2016, DOI: 10.1016/j.neucom.2015.09.102
175 Zhong, Maiying,Ding, Steven X.,Zhou, Donghua: A New Scheme of Fault Detection for Linear Discrete Time-Varying Systems, IEEE Transactions on Automatic Control, vol. 61, no.9, pp. 2597 - 2602, 2016, DOI: 10.1109/TAC.2015.2497899
176 Yang, Ying,Ding, Steven X.,Li, Linlin: Parameterization of Nonlinear Observer-Based Fault Detection Systems, IEEE Transactions on Automatic Control, vol. 61, no.11, pp. 3687 - 3692, 2016, DOI: 10.1109/TAC.2016.2532381
177 Li, Linlin,Ding, Steven X.,Qiu, Jianbin,Yang, Ying,Zhang, Yong: Weighted fuzzy observer-based fault detection approach for discrete-time nonlinear systems via piecewise-fuzzy lyapunov functions, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 24, no.6, pp. 1320 - 1333, 2016, DOI: 10.1109/TFUZZ.2016.2514371
178 Yang, Xu,Luo, Hao,Krueger, Minjia,Ding, Steven X.,Peng, Kaixiang: Online monitoring system design for roll eccentricity in rolling mills, IEEE Transactions on Industrial Electronics (T-IE), vol. 63, no.4, pp. 2559 - 2568, 2016, DOI: 10.1109/TIE.2015.2442223
179 Jiang, Qingchao,Huang, Biao,Ding, Steven X.,Yan, Xuefeng: Bayesian Fault Diagnosis with Asynchronous Measurements and Its Application in Networked Distributed Monitoring, IEEE Transactions on Industrial Electronics (T-IE), vol. 63, no.10, pp. 6316 - 6324, 2016, DOI: 10.1109/TIE.2016.2577545
180 Haghani, Adel,Jeinsch, Torsten,Roepke, Mathias,Ding, Steven X.,Weinhold, Nick Werner: Data-driven monitoring and validation of experiments on automotive engine test beds, Control Engineering Practice, vol. 54, pp. 27 - 33, 2016, DOI: 10.1016/j.conengprac.2016.05.011
181 S. Mehrkanoon, Y.A.W. Shardt, J.A.K. Suykens, S.X. Ding: Estimating the unknown time delay in chemical processes, Engineering Applications of Artificial Intelligence, vol. Vol. 55, pp. 219-230, 2016
182 Shardt, Yuri A. W.,Huang, Biao,Ding, Steven X.: Minimal required excitation for closed-loop identification : Some implications for data-driven, system identification, Journal of Process Control, vol. 27, pp. 25 - 35, 2015, DOI: 10.1016/j.jprocont.2015.01.009
183 Yang, Ying,Ding, Steven X.,Li, Linlin: On observer-based fault detection for nonlinear systems, Systems & control letters, vol. 82, pp. Pages 18 - 25, 2015, DOI: 10.1016/j.sysconle.2015.05.004
184 Chen, Maoyin,Xu, Guibin,Yan, Rongyi,Ding, Steven X.,Zhou, Donghua: Detecting scalar intermittent faults in linear stochastic dynamic systems, International Journal of Systems Science, vol. 46, no.8, pp. 1337 - 1348, 2015, DOI: 10.1080/00207721.2013.809612
185 Dong, Hongli,Wang, Zidong,Ding, Steven X.,Gao, Huijun: Event-Based H∞ filter design for a class of nonlinear time-varying systems with fading channels and multiplicative noises, IEEE Transactions on Signal Processing, vol. 63, no.13, pp. 3387 - 3395, 2015, DOI: 10.1109/TSP.2015.2422676
186 Xu, Dongmei,Ding, Steven X.,Wang, Ying,Shen, Bo: Quadratic optimal fault tolerant control on wireless networked control systems for real-time industrial applications, Asian Journal of Control, vol. 17, no.1, pp. 74 - 83, 2015, DOI: 10.1002/asjc.999
187 Gao, Zhiwei,Cecati, Carlo,Ding, Steven X.: A survey of fault diagnosis and fault-tolerant techniques-part II : Fault diagnosis with knowledge-based and hybrid/active approaches, IEEE Transactions on Industrial Electronics (T-IE), vol. 62, no.6, pp. 3768 - 3774, 2015, DOI: 10.1109/TIE.2015.2419013
188 Gao, Zhiwei,Cecati, Carlo,Ding, Steven X.: A survey of fault diagnosis and fault-tolerant techniques - part 1 : Fault diagnosis with model-based and signal-based approaches, IEEE transactions on industrial electronics : a publication of the IEEE Industrial Electronics Society, vol. 62, no.6, pp. 3757 - 3767, 2015, DOI: 10.1109/TIE.2015.2417501
189 Yang, Ying,Li, Linlin,Ding, Steven X.: A control-theoretic study on Runge-Kutta methods with application to real-time fault-tolerant control of nonlinear systems, IEEE transactions on industrial electronics : a publication of the IEEE Industrial Electronics Society, vol. 62, no.6, pp. 3914 - 3922, 2015, DOI: 10.1109/TIE.2014.2386297
190 Shardt, Yuri A. W.,Hao, Haiyang,Ding, Steven X.: A new soft-sensor-based process monitoring scheme incorporating infrequent KPI measurements, IEEE transactions on industrial electronics : a publication of the IEEE Industrial Electronics Society, vol. 62, no.6, pp. 3843 - 3851, 2015, DOI: 10.1109/TIE.2014.2364561
191 Gao, Zhiwei,Ding, Steven X.,Cecati, Carlo: Real-time fault diagnosis and fault-tolerant control, IEEE transactions on industrial electronics : a publication of the IEEE Industrial Electronics Society, vol. 62, no.6, pp. 3752 - 3756, 2015, DOI: 10.1109/TIE.2015.2417511
192 Zhang, Yong,Ding, Steven X.,Yang, Ying,Li, Linlin: Data-driven design of two-degree-of-freedom controllers using reinforcement learning techniques, IET Control Theory & Applications, vol. 9, no.7, pp. 1011 - 1021, 2015, DOI: 10.1049/iet-cta.2014.0156
193 Yang, Ying,Zhang, Yong,Ding, Steven X.,Li, Linlin: Design and implementation of lifecycle management for industrial control applications, IEEE Transactions on Control Systems Technology (T-CST), vol. 23, no.4, pp. 1399 - 1410, 2015, DOI: 10.1109/TCST.2014.2367316
194 Qiu, Jianbin,Yin, Shen,Li, Linlin,Ding, Steven X.: Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faults, Journal of Intelligent & Fuzzy Systems, vol. 29, no.3, pp. 1197 - 1208, 2015, DOI: 10.3233/IFS-151727
195 Wang, Kai,Luo, Hao,Krüger, Minjia,Ding, Steven X.,Yang, Xu,Jedsada, S.: Data-driven process monitoring and fault tolerant control in wind energy conversion system with hydraulic pitch system, Journal of Shanghai Jiaotong University (Science), vol. 20, no.4, pp. 489 - 494, 2015, DOI: 10.1007/s12204-015-1655-2
196 Yang, Xu,Peng, Kai-Xiang,Luo, Hao,Krüger, Minjia,Zong, Da-Zi,Ding, Steven X.: Vibration-related fault diagnosis in cold rolling mill by using EEMD and SVM, Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, vol. 49, no.6, pp. 751 - 756, 2015, DOI: 10.16183/j.cnki.jsjtu.2015.06.003
197 Zhang, Kai,Hao, Haiyang,Chen, Zhiwen,Ding, Steven X.,Peng, Kaixiang: A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approaches, Journal of Process Control, vol. 33, pp. 112 - 126, 2015, DOI: 10.1016/j.jprocont.2015.06.007
198 Dong, Hongli,Wang, Zidong,Ding, Steven X.,Gao, Huijun: Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantization, Automatica : A journal of IFAC, vol. 52, pp. 355 - 362, 2015, DOI: 10.1016/j.automatica.2014.11.020
199 Ding, Steven X.: Application of Factorization and Gap Metric Techniques to Fault Detection and Isolation Part II : Gap metric technique aided FDI performance analysis, IFAC-PapersOnLine, vol. 48, no.21, pp. 119 - 124, 2015, DOI: 10.1016/j.ifacol.2015.09.514
200 Ding, Steven X.: Application of factorization and gap metric techniques to fault detection and isolation Part I : A factorization technique based FDI framework, IFAC-PapersOnLine, vol. 48, no.21, pp. 113 - 118, 2015, DOI: 10.1016/j.ifacol.2015.09.513
201 Krueger, M.,Luo, H.,Ding, Steven X.,Dominic, S.,Yin, S.: Data-driven approach of KPI monitoring and prediction with application to wastewater treatment process, IFAC-PapersOnLine, vol. 48, no.21, pp. 627 - 632, 2015, DOI: 10.1016/j.ifacol.2015.09.596
202 Li, Liniin,Ding, Steven X.,Yang, Ying,Zhang, Yong,Dominic, Shane,Li, Linlin: On Nonlinear Observer Parameterizations and Its Application to Fault Detection, IFAC-PapersOnLine, vol. 48, no.21, pp. 1060 - 1065, 2015, DOI: 10.1016/j.ifacol.2015.09.667
203 Haghani, Adel,Krueger, Minjia,Jeinsch, Torsten,Ding, Steven X.,Engel, Peter: Data-driven multimode fault detection for wind energy conversion systems, IFAC-PapersOnLine, vol. 48, no.21, pp. 633 - 638, 2015, DOI: 10.1016/j.ifacol.2015.09.597
204 Chen, Zhiwen,Zhang, Kai,Ding, Steven X.,Yang, Xu,He, Zhangming,Hu, Zhikun: Study on small multiplicative fault detection using canonical correlation analysis with the local approach, IFAC-PapersOnLine, vol. 48, no.21, pp. 1414 - 1419, 2015, DOI: 10.1016/j.ifacol.2015.09.723
205 Dominic, S.,Shardt, Yuri A. W.,Ding, Steven X.: Economic performance indicator based optimization for the air separation unit compressor trains, IFAC-PapersOnLine, vol. 48, no.21, pp. 858 - 863, 2015, DOI: 10.1016/j.ifacol.2015.09.634
206 Li, Naipeng,Lei, Yaguo,Lin, Jing,Ding, Steven X.: An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings, IEEE Transactions on Industrial Electronics (T-IE), vol. 62, no.12, pp. 7762 - 7773, 2015, DOI: 10.1109/TIE.2015.2455055
207 Kandler, Christoph,Koenings, Tim,Ding, Steven X.,Weinhold, Nick,Schultalbers, Matthias: Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric Vehicle, IEEE Transactions on Control Systems Technology (T-CST), vol. 23, no.3, pp. 1189 - 1196, 2015, DOI: 10.1109/TCST.2014.2358847
208 Shardt, Yuri A. W.,Ding, Steven X.: Data Quantisation and Closed-Loop System Identification, IFAC-PapersOnLine, vol. 48, no.28, pp. 128 - 133, 2015, DOI: 10.1016/j.ifacol.2015.12.112
209 Basin, Michael,Rodriguez-Ramirez, Pablo,Ding, Steven X.,Dominic, Shane: A nonhomogeneous super-twisting algorithm for systems of relative degree more than one, Journal of the Franklin Institute, vol. 352, no.4, pp. 1364 - 1377, 2015, DOI: 10.1016/j.jfranklin.2015.01.007
210 Zhong, Maiying,Song, Yang,Ding, Steven X.: Parity space-based fault detection for linear discrete time-varying systems with unknown input, Automatica : A journal of IFAC, vol. 59, pp. 120 - 126, 2015, DOI: 10.1016/j.automatica.2015.06.013
211 Basin, Michael,Li, Linlin,Krueger, Minjia,Ding, Steven X.: Finite-time-convergent fault-tolerant control for dynamical systems and its experimental verification for DTS200 three-tank system, IET Control Theory & Applications, vol. 9, no.11, pp. 1670 - 1675, 2015, DOI: 10.1049/iet-cta.2014.0969
212 Li, Linlin,Yang, Ying,Ding, Steven X.,Zhang, Yong,Zhai, Shouchao: On fault-tolerant control configurations for a class of nonlinear systems, Journal of the Franklin Institute, vol. 352, no.4, pp. 1397 - 1416, 2015, DOI: 10.1016/j.jfranklin.2014.12.021
213 Zhang, Kai,Shardt, Yuri A. W.,Chen, Zhiwen,Ding, Steven X.,Peng, Kaixiang: Unit-level modelling for KPI of batch hot strip mill process using dynamic partial least squares, IFAC-PapersOnLine, vol. 48, no.28, pp. 1005 - 1010, 2015, DOI: 10.1016/j.ifacol.2015.12.262
214 Dong, Hongli,Wang, Zidong,Ding, Steven X.,Gao, Huijun: Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems, Automatica : a journal of IFAC, the International Federation of Automatic Control, vol. 50, no.12, pp. 3182 - 3189, 2014, DOI: 10.1016/j.automatica.2014.10.026
215 Ding, Steven X.: Data-driven design of monitoring and diagnosis systems for dynamic processes : A review of subspace technique based schemes and some recent results, Journal of process control, vol. 24, no.2, pp. 431 - 449, 2014, DOI: 10.1016/j.jprocont.2013.08.011
216 Dong, Hongli,Wang, Zidong,Ding, Steven X.,Gao, Huijun: A survey on distributed filtering and fault detection for sensor networks, Mathematical problems in engineering, vol. 2014, pp. 858624, 2014, DOI: 10.1155/2014/858624
217 Dong, Hongli,Ding, Steven X.,Ren, Weijian: Distributed filtering with randomly occurring uncertainties over sensor networks : the channel fading case, International journal of general systems, vol. 43, no.03. Apr, pp. 254 - 266, 2014, DOI: 10.1080/03081079.2014.883711
218 Zhang, Yong,Yang, Ying,Ding, Steven X.,Li, Linlin: Data-driven design and optimization of feedback control systems for industrial applications, IEEE Transactions on Industrial Electronics (T-IE), vol. 61, no.11, pp. 6409 - 6417, 2014, DOI: 10.1109/TIE.2014.2301757
219 Yin, Shen,Ding, Steven X.,Xie, Xiaochen,Luo, Hao: A review on basic data-driven approaches for industrial process monitoring, IEEE Transactions on Industrial Electronics (T-IE), vol. 61, no.11, pp. 6414 - 6428, 2014, DOI: 10.1109/TIE.2014.2301773
220 Yin, Shen,Luo, Hao,Ding, Steven X.: Real-time implementation of fault-tolerant control systems with performance optimization, IEEE Transactions on Industrial Electronics (T-IE), vol. 61, no.5, pp. 2402 - 2411, 2014, DOI: 10.1109/TIE.2013.22734
221 Haghani, Adel,Jeinsch, Torsten,Ding, Steven X.: Quality-related fault detection in industrial multimode dynamic processes, IEEE Transactions on Industrial Electronics (T-IE), vol. 61, no.11, pp. 6446 - 6453, 2014, DOI: 10.1109/TIE.2014.2311409
222 Khan, Abdul Qayyum,Abid, Muhammad,Ding, Steven X.: Fault detection filter design for discrete-time nonlinear systems - A mixed H- /H$\infty$optimization, Systems and Control Letters, vol. 67, no.1, pp. 46 - 54, 2014, DOI: 10.1016/j.sysconle.2014.01.011
223 Hao, Haiyang,Zhang, Kai,Ding, Steven X.,Chen, Zhiwen,Lei, Yaguo: A data-driven multiplicative fault diagnosis approach for automation processes, ISA Transactions, vol. 53, no.5, pp. 1436 - 1445, 2014, DOI: 10.1016/j.isatra.2013.12.022
224 Ding, Steven X.,Shen, Bo,Wang, Zidong,Zhong, Maiying: A fault detection scheme for linear discrete-time systems with an integrated online performance evaluation, International journal of control, vol. 87, no.12, pp. 2511 - 2521, 2014, DOI: 10.1080/00207179.2014.930183
225 Saijai, Jedsada,Ding, Steven X.,Abdo, Ali,Shen, Bo,Damlakhi, Waseem: Threshold computation for fault detection in linear discrete-time Markov jump systems, International Journal of Adaptive Control and Signal Processing, vol. 28, no.11, pp. 1106 - 1127, 2014, DOI: 10.1002/acs.2431
226 Ding, Steven X.,Yang, Ying,Zhang, Yong,Li, Linlin: Data-driven realizations of kernel and image representations and their application to fault detection and control system design, Automatica : A journal of IFAC, vol. 50, no.10, pp. 2615 - 2623, 2014, DOI: 10.1016/j.automatica.2014.08.022
227 Wang, Ying,Ding, Steven X.,Xu, Dongmei,Shen, Bo: An H∞ fault estimation scheme of wireless networked control systems for industrial real-time applications, IEEE Transactions on Control Systems Technology (T-CST), vol. 22, no.6, pp. 2073 - 2086, 2014, DOI: 10.1109/TCST.2014.2305393
228 Shen, Bo,Ding, Steven X.,Wang, Zidong: Finite-horizon H∞ fault estimation for linear discrete time-varying systems with delayed measurements, Automatica : A journal of IFAC, vol. 49, no.1, pp. 293 - 296, 2013, DOI: 10.1016/j.automatica.2012.09.003
229 Zhong, Maiying,Ding, Steven X.: A projection-based method of fault detection for linear discrete time-varying systems, International Journal of Systems Science, vol. 44, no.5, pp. 820 - 830, 2013, DOI: 10.1080/00207721.2011.625481
230 Yin, Shen,Ding, Steven X.,Haghani Abandan Sari, Adel,Hao, Haiyang: Data-driven monitoring for stochastic systems and its application on batch process, International Journal of Systems Science, vol. 44, no.7, pp. 1366 - 1376, 2013, DOI: 10.1080/00207721.2012.659708
231 Chadli, Mohammed,Abdo, Ali,Ding, Steven X.: H-/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy system, Automatica : A journal of IFAC, vol. 49, no.7, pp. 1996 - 2005, 2013, DOI: 10.1016/j.automatica.2013.03.014
232 Ding, Steven X.,Yin, Shen,Peng, Kaixiang,Hao, Haiyang,Shen, Bo: A Novel Scheme for Key Performance Indicator Prediction and Diagnosis with Application to an Industrial Hot Strip Mill, IEEE Transactions on Industrial Informatics (T-IINF), vol. 9, no.4, pp. 2239 - 2247, 2013, DOI: 10.1109/TII.2012.2214394
233 Shen, Bo,Ding, Steven X.,Wang, Zidong: Finite-Horizon H∞ Fault Estimation for Uncertain Linear Discrete Time-Varying Systems with Known Inputs, IEEE Transactions on Circuits and Systems, Part II : Express Briefs, vol. 60, no.12, pp. 902 - 906, 2013, DOI: 10.1109/TCSII.2013.2285969
234 Ding, Steven X.,Zhang, Ping,Yin, Shen,Ding, Eve L.: An integrated design framework of fault-tolerant wireless networked control systems for industrial automatic control applications, IEEE Transactions on Industrial Informatics (T-IINF), vol. 9, no.1, pp. 462 - 471, 2013, DOI: 10.1109/TII.2012.2214390
235 Abdo, Ali,Ding, Steven X.,Saijai, Jedsada,Damlakhi, Waseem,Hao, Haiyang: Integration of Residual Evaluation and Threshold Computation into Switched Fault Detection System, IFAC Proceedings Volumes, vol. 45, no.20, pp. 1238 - 1243, 2012, DOI: 10.3182/20120829-3-MX-2028.00128
236 Ding, Steven X.: Data-Driven Design of Model-based Fault Diagnosis Systems, IFAC Proceedings Volumes, vol. 45, no.15, 8th IFAC Symposium on Advanced Control of Chemical Processes, pp. 840 - 847, 2012, DOI: 10.3182/20120710-4-SG-2026.00105
237 Hao, Haiyang,Ding, Steven X.,Haghani Abandan Sari, Adel,Yin, Shen: An Observer-Based Fault Detection Scheme for Distributed Parameter Systems of Hyperbolic Type and Its Application in Paper Production Process, IFAC Proceedings Volumes, vol. 45, no.20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pp. 1047 - 1052, 2012, DOI: 10.3182/20120829-3-MX-2028.00124
238 Haghani Abandan Sari, Adel,Ding, Steven X.,Hao, Haiyang,Yin, Shen,Jeinsch, Torsten: An Approach for Multimode Dynamic Process Monitoring using Bayesian Inference, IFAC Proceedings Volumes, vol. 45, no.20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pp. 1011 - 1016, 2012, DOI: 10.3182/20120829-3-MX-2028.00123
239 Ding, Steven X.: A survey of fault-tolerant networked control system design, IFAC Proceedings Volumes, vol. 45, no.20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pp. 874 - 885, 2012, DOI: 10.3182/20120829-3-MX-2028.00259
240 Wang, Ying,Ding, Steven X.,Xu, Dongmei,Yin, Shen,Shen, Bo,Zhang, Ping: Integrated design of fault tolerant networked control systems, IFAC Proceedings Volumes, vol. 45, no.20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pp. 886 - 891, 2012, DOI: 10.3182/20120829-3-MX-2028.00278
241 Ding, Steven X.,Wang, Yulei,Yin, Shen,Zhang, Ping,Yang, Ying,Ding, Eve L.: Data-Driven Design of Fault-Tolerant Control Systems, IFAC Proceedings Volumes, vol. 45, no.20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, pp. 1323 - 1328, 2012, DOI: 10.3182/20120829-3-MX-2028.00125
242 Hua, Changchun,Ding, Steven X.: Decentralized networked control system design using T-S fuzzy approach, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 20, no.1, pp. Sep 21, 2012, DOI: 10.1109/TFUZZ.2011.2162735
243 Hua, Chang-Chun,Ding, Steven X.,Guan, Xin-Ping: Robust controller design for uncertain multiple-delay systems with unknown actuator parameters, Automatica : A journal of IFAC, vol. 48, no.1, pp. 211 - 218, 2012, DOI: 10.1016/j.automatica.2011.09.047
244 Yang, Ying,Ding, Steven X.: A control-theoretic study on iterative solutions to nonlinear equations for applications in embedded systems, Automatica : A journal of IFAC, vol. 48, no.4, pp. 583 - 594, 2012, DOI: 10.1016/j.automatica.2012.01.007
245 Zhang, Ping,Ding, Steven X.,Liu, Ping: A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems, IEEE Transactions on Automatic Control, vol. 57, no.2, pp. 457 - 462, 2012, DOI: 10.1109/TAC.2011.2166712
246 Yin, Shen,Ding, Steven X.,Haghani Abandan Sari, Adel,Hao, Haiyang,Zhang, Ping: A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process, Journal of Process Control, vol. 22, no.9, pp. 1567 - 1581, 2012, DOI: 10.1016/j.jprocont.2012.06.009
247 Dong, Quanchao,Zhong, Maiying,Ding, Steven X.: Active fault tolerant control for a class of linear time-delay systems in finite frequency domain, International Journal of Systems Science, vol. 43, no.3, pp. 543 - 551, 2012, DOI: 10.1080/00207721.2010.517862
248 Hu, Zhikun,Chen, Zhiwen,Hua, Changchun,Gui, Weihua,Yang, Chunhua,Ding, Steven X.: A simplified recursive dynamic pca based monitoring scheme for imperial smelting process, International Journal of Innovative Computing, Information and Control, vol. 8, no.4, pp. 2551 - 2561, 2012
249 Ding, Steven X.,Zhang, Ping,Jeinsch, Torsten,Ding, Eve L.,Engel, Peter,Gui, Wei-Hua: A survey of the application of basic data-driven and model-based methods in process monitoring and fault diagnosis, IFAC Proceedings Volumes, vol. 44, no.1, pp. 12380 - 12388, 2011, DOI: 10.3182/20110828-6-IT-1002.02842
250 Yin, Shen,Ding, Steven X.,Zhang, Ping,Haghani Abandan Sari, Adel,Naik, Amol S.: Study on modifications of PLS approach for process monitoring, IFAC Proceedings Volumes, pp. 12389 - 12394, 2011, DOI: 10.3182/20110828-6-IT-1002.02876
251 Abid, Muhammad,Chen, Wei,Ding, Steven X.,Khan, Abdul Qayyum: Optimal residual evaluation for nonlinear systems using post-filter and threshold, International Journal of Control, vol. 84, no.3, pp. 526 - 539, 2011, DOI: 10.1080/00207179.2011.561502
252 Chen, Wei,Khan, Abdul Qayyum,Abid, Muhammad,Ding, Steven X.: Integrated Design of Observer Based Fault Detection for a Class of Uncertain Nonlinear Systems, International journal of applied mathematics and computer science, vol. 21, no.3, pp. 423 - 430, 2011, DOI: 10.2478/v10006-011-0031-0
253 Wang, Yulei,Ma, Guangfu,Ding, Steven X.,Li, Chuanjiang: Subspace aided data-driven design of robust fault detection and isolation systems, Automatica : A journal of IFAC, vol. 47, no.11, pp. 2474 - 2480, 2011, DOI: 10.1016/j.automatica.2011.05.028
254 Khan, Abdul Qayyum,Ding, Steven X.: Threshold computation for fault detection in a class of discrete-time nonlinear systems, International Journal of Adaptive Control and Signal Processing, vol. 25, no.5, pp. 407 - 429, 2011, DOI: 10.1002/acs.1205
255 Hua, Chang-Chun,Ding, Steven X.: Model Following Controller Design for Large-Scale Systems With Time-Delay Interconnections and Multiple Dead-Zone Inputs, IEEE Transactions on Automatic Control, vol. 56, no.4, pp. 962 - 968, 2011, DOI: 10.1109/TAC.2011.2107111
256 Deng, Peng-cheng,Ding, Steven X.,Yang, Chun-hua,Hu, Zhi-kun,Gui, Wei-hua: Fault classification method for inverter based on hybrid support vector machines and wavelet analysis, International Journal of Control, Automation and Systems, vol. 9, pp. 797 - 804, 2011, DOI: 10.1007/s12555-011-0423-9
257 Li, Wei,Zhu, Zhencai,Ding, Steven X.: Fault detection design of networked control systems, IET Control Theory & Applications, vol. 5, no.12, pp. 1439 - 1449, 2011, DOI: 10.1049/iet-cta.2010.0343
258 Li, Wei,Ding, Steven X.: Remote fault detection system design with online channel reliability information, International Journal of Systems Science, vol. 41, no.8, pp. 957 - 970, 2010, DOI: 10.1080/00207720903151342
259 Zhou, Donghua,Ding, Steven X.,Zhong, Maiying: On Designing H? Fault Detection Filter for Linear Discrete Time-Varying Systems, IEEE Transactions on Automatic Control, vol. 55, no.7, pp. 1689 - 1695, 2010, DOI: 10.1109/TAC.2010.2046921
260 Elshenawy, Lamiaa M.,Naik, Amol S.,Ding, Steven X.,Yin, Shen: Efficient Recursive Principal Component Analysis Algorithms for Process Monitoring, Industrial and Engineering Chemistry Research (I&EC research), vol. 49, no.1, pp. 252 - 259, 2010, DOI: 10.1021/ie900720w
261 Ding, Steven X.,Zhang, Ping,Ding, Eve L.,Yin, Shen,Naik, Amol S.,Deng, P.,Gui, Wei-Hua: On the Application of PCA Technique to Fault Diagnosis, Tsinghua Science and Technology, vol. 15, no.2, pp. 138 - 144, 2010, DOI: 10.1016/S1007-0214(10)70043-2
262 Ding, Steven X.,Yang, Guizeng,Zhang, Ping,Ding, Eve L.,Jeinsch, Torsten,Weinhold, Nick Werner,Schultalbers, Matthias: Feedback control structures, embedded residual signals, and feedback control schemes with an integrated residual access, IEEE Transactions on Control Systems Technology (T-CST), vol. 18, no.2, pp. 352 - 367, 2010, DOI: 10.1109/TCST.2009.2018451
263 Zhong, Maiying,Ding, Steven X.,Han, Qing-Long,Ding, Qiang: Parity Space-Based Fault Estimation for Linear Discrete Time-Varying Systems, IEEE Transactions on Automatic Control, vol. 55, no.7, pp. 1726 - 1731, 2010, DOI: 10.1109/TAC.2010.2047672
264 Zhong, Maiying,Ding, Steven X.,Ding, Eve L.: Optimal fault detection for linear discrete time-varying systems, Automatica : A journal of IFAC, vol. 46, no.8, pp. 1395 - 1400, 2010, DOI: 10.1016/j.automatica.2010.05.022
265 Naik, Amol S.,Yin, Shen,Ding, Steven X.,Zhang, Ping: Recursive identification algorithms to design fault detection systems, Journal of Process Control, vol. 20, no.8, pp. 957 - 965, 2010, DOI: 10.1016/j.jprocont.2010.06.018
266 Li, Wei,Gui, Wei-Hua,Xie, Yangfang,Ding, Steven X.: Decentralised fault detection of large-scale systems with limited network communications, IET Control Theory & Applications, vol. 4, no.9, pp. 1867 - 1876, 2010, DOI: 10.1049/iet-cta.2008.0604
267 Dong, Quanchao,Zhong, Maiying,Ding, Steven X.: H ∞ fault estimation for a class of linear time-delay systems in finite frequency domain, Journal of Systems Engineering and Electronics, vol. 21, no.5, pp. 835 - 841, 2010, DOI: 10.3969/j.issn.1004-4132.2010.05.018
268 Wang, Yongqiang,Ding, Steven X.,Ye, Hao,Li, Wei,Zhang, Ping,Wang, Guizeng: Fault detection of networked control systems with packet based periodic communication, International Journal of Adaptive Control and Signal Processing, vol. 23, no.8, pp. 682 - 698, 2009, DOI: 10.1002/acs.1061
269 Mao, Zehui,Jiang, Bin,Ding, Steven X.: A fault-tolerant control framework for a class of non-linear networked control systems, International Journal of Systems Science, vol. 40, no.5, pp. 449 - 460, 2009, DOI: 10.1080/00207720802556260
270 Wang, Yongqiang,Ye, Hao,Ding, Steven X.,Cheng, Yue,Zhang, Ping,Wanga, Guizeng: Fault detection of networked control systems with limited communication, International Journal of Control, vol. 82, no.7, pp. 1344 - 1356, 2009, DOI: 10.1080/00207170802558967
271 Zhang, Ping,Ding, Steven X.: Influence of Sampling Period on a Class of Optimal Fault-Detection Performance, IEEE Transactions on Automatic Control, vol. 54, no.6, pp. 1396 - 1402, 2009, DOI: 10.1109/TAC.2009.2015563
272 Xie, Yangfang,Gui, Wei-Hua,Wang, Yongqiang,Jiang, Z.H.,Ding, Steven X.: Memory state feedback controller design for singular systems with multiple internal constant point delays, IET Control Theory & Applications, vol. 3, no.6, pp. 631 - 641, 2009, DOI: 10.1049/iet-cta.2008.0099
273 Wang, Yongqiang,Ye, Hao,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: Residual generation an evaluation of networked control systems subject to random packet dropout, Automatica : A journal of IFAC, vol. 45, no.10, pp. 2427 - 2434, 2009, DOI: 10.1016/j.automatica.2009.06.031
274 Ding, Steven X.: Integrated design of feedback controllers and fault detectors, Annual Reviews in Control, vol. 33, no.2, pp. 124 - 135, 2009, DOI: 10.1016/j.arcontrol.2009.08.003
275 Ding, Steven X.,Zhang, Ping,Naik, Amol S.,Ding, Eve L.,Huang, Biao: Subspace method aided data-driven design of fault detection and isolation systems, Auf meine Merkliste Journal of process control : a journal affiliated with IFAC, the International Federation of Automatic Control, vol. 19, no.9, pp. 1496 - 1510, 2009, DOI: 10.1016/j.jprocont.2009.07.005
276 Zhang, Duanjin,Zhang, Luohua,Ding, Steven X.: D-stable H8 Fault-tolerant Control for Delta Operator Systems with Actuator Failure, International Journal of Intelligent Information Technology Application, vol. 1, no.2, pp. 97 - 102, 2008
277 Wang, Yongqiang,Ding, Steven X.,Ye, Hao,Wang, Guizeng: A new fault detection scheme for networked control systems subject to uncertain time-varying delay, IEEE transactions on signal processing : SP ; a publication of the IEEE Signal Processing Society, vol. 56, no.10, pp. 5258 - 5268, 2008, DOI: 10.1109/TSP.2008.928703
278 Zhang, Ping,Ding, Steven X.: An integrated trade-off design of observer based fault detection systems, Automatica : A journal of IFAC, vol. 44, no.7, pp. 1886 - 1894, 2008, DOI: 10.1016/j.automatica.2007.11.021
279 Gao, Zhiwei,Ding, Steven X.: Fault Reconstruction for Lipschitz Nonlinear Descriptor Systems via Linear Matrix Inequality Approach, Circuits, systems and signal processing : CSSP, vol. 27, no.3, pp. 295 - 308, 2008, DOI: 10.1007/s00034-008-9035-x
280 Gao, Zhiwei,Shi, Xiaoyan,Ding, Steven X.: Fuzzy State/Disturbance Observer Design for T-S Fuzzy Systems With Application to Sensor Fault Estimation, IEEE Transactions on Systems, Man, and Cybernetics, Part B : Cybernetics (T-SMCB), vol. 38, no.3, pp. 875 - 880, 2008, DOI: 10.1109/TSMCB.2008.917185
281 Li, Wei,Zhang, Ping,Ding, Steven X.,Chihaia, Christian Ionut,Goldschmidt, Eberhard,Bredtmann, Oliver,Czylwik, Andreas: Networked Fault Detection Systems with Noisy Data Transmission, at - Automatisierungstechnik, vol. 56, no.1, pp. 49 - 57, 2008, DOI: 10.1524/auto.2008.0685
282 Zhang, Ping,Ding, Steven X.: On fault detection in linear discrete-time, periodic and sampled-data systems, Journal of Control and System Engineering, vol. 2008, pp. 19, 2008, DOI: 10.1155/2008/849546
283 Nguang, Sing Kiong,Zhang, Ping,Ding, Steven X.: Parity relation based fault estimation for nonlinear systems : an LMI approach, International Journal of Automation and Computing, vol. 4, no.2, pp. 164 - 168, 2007, DOI: 10.1007/s11633-007-0164-7
284 Zhang, Ping,Ding, Steven X.: A model-free fault detection approach of continuous-time systems from time domain data, International Journal of Automation and Computing, vol. 4, no.2, pp. 189 - 194, 2007, DOI: 10.1007/s11633-007-0189-y
285 Zhong, Maiying,Ye, Hao,Ding, Steven X.,Wang, Guizeng: Observer-based fast rate fault detection for a class of multirate sampled-data systems, IEEE Transactions on Automatic Control, vol. 52, no.3, pp. 520 - 525, 2007, DOI: 10.1109/TAC.2006.890488
286 Gao, Zhiwei,Ding, Steven X.: Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems, Automatica : A journal of IFAC, vol. 43, no.5, pp. 912 - 920, 2007, DOI: 10.1016/j.automatica.2006.11.018
287 Zhang, Ping,Ding, Steven X.: Disturbance decoupling in fault detection of linear periodic systems, Automatica : A journal of IFAC, vol. 43, no.8, pp. 1410 - 1417, 2007, DOI: 10.1016/j.automatica.2007.01.005
288 Gao, Zhiwei,Ding, Steven X.: Sensor fault reconstruction and sensor compensation for a class of nonlinear state-space systems via a descriptor system approach, IET Control Theory & Applications, vol. 1, no.3, pp. 578 - 585, 2007
289 Gao, Zhiwei,Ding, Steven X.: Fault estimation and fault-tolerant control for descriptor systems via PMID observer design, IET Control Theory & Applications, vol. 1, no.5, pp. 143 - 156, 2007, DOI: 10.1049/iet-cta:20060389
290 Gao, Zhiwei,Ding, Steven X.,Ma, Yan: Robust fault estimation approach and its application in vehicle lateral dynamic systems, Optimal Control Applications and Methods, vol. 28, no.3, pp. 143 - 156, 2007, DOI: 10.1002/oca.786
291 Gao, Zhiwei,Ding, Steven X.: State and disturbance estimator for time-delay systems with application to fault estimation and signal compensation, IEEE Transactions on Signal Processing, vol. 55, no.12, pp. 5541 - 5551, 2007, DOI: 10.1109/TSP.2007.900154
292 Nguang, Sing Kiong,Shi, Peng,Ding, Steven X.: Fault Detection for Uncertain Fuzzy Systems : An LMI Approach, IEEE Transactions on Fuzzy Systems (T-FUZZ), vol. 15, no.6, pp. 1251 - 1262, 2007, DOI: 10.1109/TFUZZ.2007.894983
293 Patton, R. J.,Kambhampati, C.,Casavola, A.,Zhang, Ping,Ding, Steven X.,Sauter, D.: Generic strategy for fault-tolerance in control systems distributed over a network, European Journal of Control, vol. 13, no.02. Mrz, pp. 280 - 296, 2007, DOI: 10.3166/ejc.13.280-296
294 Zhang, Ping,Ye, Hao,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: On the relationship between parity space and H2 approaches to fault detection, Systems & Control Letters, vol. 55, no.2, pp. 94 - 100, 2006, DOI: 10.1016/j.sysconle.2005.05.006
295 Ding, Eve L.,Massel, Thomas,Ding, Steven X.: Vehicle Pitch Angle Estimation, ATZ, Automobiltechnische Zeitschrift, vol. 2, 2006
296 Ding, Steven X.,Massel, Thomas: Schätzung des Fahrzeugwankwinkels, Automatisierungstechnische Praxis atp, vol. 6, 2006
297 Wang, Haiqing,Li, Ping,Gao, Furong,Song, Zhihuan,Ding, Steven X.: Kernel classifier with adaptive structure and fixed memory for process diagnosis, AIChE Journal, vol. 52, no.10, pp. 3515 - 3531, 2006, DOI: 10.1002/aic.10982
298 Nguang, Sing Kiong,Shi, Peng,Ding, Steven X.: Delay-dependent fault estimation for uncertain timedelay nonlinear systems: An LMI approach, International Journal of Robust and Nonlinear Control, vol. 16, no.18, pp. 913 - 933, 2006
299 Huang, Biao,Ding, Steven X.,Thornhill, Nina: Alternative Solutions to Multuvariate Feedback Control Performance Assessment Problems, Journal of Process Control, vol. 16, no.5, pp. 457 - 471, 2006, DOI: 10.1016/j.jprocont.2005.09.003
300 Zhang, Ping,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: Fault detection of linear discrete time periodic systems, IEEE Transactions on Automatic Control, vol. 50, no.2, pp. 239 - 244, 2005, DOI: 10.1109/TAC.2004.841933
301 Wang, Haibo,Lam, James,Ding, Steven X.,Zhong, Maiying: Iterative linear matrix inequalit algorithms for fault detection with unknown inputs, Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 219, no.2, pp. 161 - 172, 2005, DOI: 10.1243/095965105X9489
302 Peng, Tao,Ding, Steven X.,Gui, Wei-Hua,Xie, Yong: An optimal approach to H8/ H- fault detection filters, Dynamics of Continuous, Discrete, and Impulsive Systems B: Applications & Algorithms, vol. 12, no.2b, pp. 215 - 224, 2005
303 Zhong, Maiying,Ye, Hao,Ding, Steven X.,Wang, Guizeng,Donghua, Zhou: Fault Detection Filter for Linear Time-Delay Systems, Nonlinear Dynamics and Systems Theory, vol. 5, no.3, pp. 273 - 284, 2005
304 Zhang, Ping,Hao, Ye,Zhong, Maiying,Wang, Guizeng,Ding, Steven X.: A Frequency Domain Parity Space Approach to Fault Detection, Dynamics of Continuous, Discrete and Impulsive Systems, Series B: Applications & Algorithms, vol. 12, no.2b, pp. 265 - 279, 2005
305 Ding, Steven X.: Model-based fault diagnosis in dynamic systems using identification techniques, International Journal of Robust and Nonlinear Control, vol. 15, no.11, pp. 509 - 512, 2005, DOI: 10.1002/rnc.1002
306 Huang, Biao,Ding, Steven X.,Qin, S. Joe: Closed-loop subspace identification : an orthogonal projection approach, Journal of Process Control : a journal affiliated with IFAC, the International Federation of Automatic Control, vol. 15, no.1, pp. 53 - 66, 2005, DOI: 10.1016/j.jprocont.2004.04.007
307 Huang, Biao,Ding, Steven X.,Thornhill, Nina: Practical solutions to multivariate feedback control performance assessment problem: reduced a priori knowledge of interactor matrices, Journal of Process Control, vol. 15, no.5, pp. 573 - 583, 2005, DOI: 10.1016/j.jprocont.2004.10.006
308 Ye, Hao,Wang, Guizeng,Ding, Steven X.: A New Parity Space Approach for Fault Detection Based on Stationary Wavelet Transform, IEEE transactions on automatic control, vol. 49, no.2, pp. 281 - 287, 2004, DOI: 10.1109/TAC.2003.822856
309 Zhong, Maiying,Zhang, Chenghui,Ding, Steven X.: An Optimization Approach of Feedback Controller and Robust Fault Detection Filter Integrated Design, Acta automatica Sinica (in Chinese), vol. 2, 2004
310 Ding, Steven X.,Zhang, Ping,Heyden, Dirk,Huang, Biao,Ding, Eve L.: Prozessidentifikationsbasierter Entwurf beobachtergestützter Fehlerdetektionssysteme (System Identification Aided Design of Observer-based Fault Detection Systems, in German), at - Automatisierungstechnik, vol. 52, no.8, pp. 388 - 396, 2004, DOI: 10.1524/auto.52.8.388.36679
311 Zhong, Maiying,Ding, Steven X.,Lam, James,Wang, Haibo: An Optimization Approach to Fault Detection Observer Design for Neutral Delay Systems, Dynamics of Continuous, Discrete and Impulsive Systems : Series B: Applications & Algorithms, vol. 11, no.6B, pp. 701 - 720, 2004
312 Ding, Eve L.,Fennel, H.,Ding, Steven X.: Model-based diagnosis of sensor faults for ESP systems, Control Engineering Practice, vol. 12, no.7, pp. 847 - 856, 2004, DOI: 10.1016/j.conengprac.2003.10.009
313 Zhong, Maiying,Lam, James,Ding, Steven X.,Shi, Peng: Robust Fault Detection of Markovian Jump Systems, Circuits, Systems and Signal Processing, vol. 23, no.5, pp. 387 - 407, 2004, DOI: 10.1007/s00034-004-0814-8
314 Zhang, Ping,Ding, Steven X.: Beobachtergestützte Detektion von Fehlern in linearen zeitvarianten Systemen, at - Automatisierungstechnik, vol. 52, no.8, pp. 370 - 376, 2004, DOI: 10.1524/auto.52.8.370.36683
315 Ding, Steven X.,Zhang, Ping,Weinhold, Nick Werner: Beobachtergestützte Überwachung vernetzter regelungstechnischer Systeme (Observer Schemes for Networked Control Systems, in German), at - Automatisierungstechnik, vol. 52, no.8, pp. 377 - 387, 2004, DOI: 10.1524/auto.52.8.377.36685
316 Huang, Biao,Ding, Steven X.: Practical solutions to multivariate feedback control performance assessment, IFAC Proceedings Volumes, vol. 37, no.9, pp. 335 - 340, 2004, DOI: 10.1016/S1474-6670(17)31833-5
317 Huang, Biao,Ding, Steven X.,Qin, S.J.: Closed-loop subspace identification : An orthogonal projection approach, IFAC Proceedings Volumes, vol. 37, no.9, pp. 281 - 286, 2004
318 Zhong, Maiying,Ding, Steven X.,Lam, James,Wang, Haibo: An LMI approach to design robust fault detection filter for uncertain LTI systems, Automatica : A journal of IFAC, vol. 39, no.3, pp. 543 - 550, 2003, DOI: 10.1016/S0005-1098(02)00269-8
319 Zhang, Ping,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: A frequency domain approach to fault detection in sampled-data systems, Automatica : A journal of IFAC, vol. 39, no.7, pp. 1303 - 1307, 2003, DOI: 10.1016/S0005-1098(03)00106-7
320 Zhang, Ping,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: H8 approach to fault detection in sampled-data systems : (in Chinese), Control Theory and Applications, vol. 20, no.3, 2003
321 Zhong, Maiying,Tang, Bingyong,Ding, Steven X.,Huang, X.: An Optimization Approach to Robust FDF Design for Uncertain Discrete-time System (in Chinese), Kongzhi yu Juece/Control and Decision, vol. 5, pp. 1001 - 0920, 2003
322 Zhong, Maiying,Ding, Steven X.,Zhang, Chenghui: An Optimization Approach to Design Robust Fault Detection Filter : (in Chinese), Control Theory and Application, vol. 5, 2003
323 Zhang, P.,Ding, Steven X.,Wang, G.Z.,Zhou, Donghua: Fault detection for linear discrete-time periodic systems, IFAC Proceedings Volumes, vol. 36, no.5, 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes 2003, Washington DC, 9-11 June 1997, pp. 239 - 244, 2003, DOI: 10.1016/S1474-6670(17)36500-X
324 Zhong, Maiying,Tang, Bingyong,Ding, Steven X.: Observer-based fault detection filter design LMI approach for LTI systems : (in Chinese), Acta automatica Sinica, vol. 6, 2002
325 Zhang, Ping,Ding, Steven X.,Wang, Guizeng,Zhou, Donghua: Fault detection for multirate sampled-data systems with time delay, International Journal of Control, vol. 75, no.18, pp. 1457 - 1471, 2002, DOI: 10.1080/0020717021000031475
326 Hao, Ye,Ding, Steven X.,Wang, Guizeng: Integrated Design of Fault Detection Systems in Time-Frequency Domain, IEEE Transactions on Automatic Control, vol. 47, no.2, pp. 384 - 390, 2002, DOI: 10.1109/9.983385
327 Zhong, Maiying,Tang, Bingyong,Ding, Steven X.,Huang, X.: An LMI approach to design FD system with state time-delay : (in Chinese), Kongzhi-yu-juece = Control and Decision, vol. 17, no.1, pp. 15 - 18, 2002
328 Ding, Steven X.,Frank, Paul M.,Ding, Eve L.,Jeinsch, Torsten: A unified approach to the optimization of fault detection systems, International Journal of Adaptive Control and Signal Processing, vol. 14, no.7, pp. 725 - 745, 2000, DOI: 10.1002/1099-1115(200011)14:7<725::AID-ACS618>3.0.CO;2-Q
329 Frank, Paul M.,Ding, Steven X.,Marcu, Teodor: Model based fault diagnosis in technical processes, Transactions of the Institute of Measurement and Control, vol. 22, no.1, pp. 57 - 101, 2000, DOI: 10.1177/014233120002200104
330 Ding, Steven X.,Guo, Limin,Jeinsch, Torsten: A characterization of parity space and ist application to robust fault detection, IEEE transactions on automatic control, vol. 44, no.2, pp. 337 - 343, 1999, DOI: 10.1109/9.746262
331 Zhou, Donghua,Ye, Hao,Wang, Guizeng,Ding, Steven X.: Discussion of some improtant issures of observer based fault diagnosis technique, (in Chinese), ACTA Automatica SINICA, vol. 24, no.3, pp. 338 - 344, 1998
332 Ding, Steven X.,Guo, Limin: An approach to time domain optimization of observer-based fault detection systems, International journal of control, vol. 69, no.3, pp. 419 - 442, 1998, DOI: 10.1080/002071798222749
333 Ding, Steven X.,Jeinsch, Torsten,Guo, Limin: Empfindlichkeitsanalyse und Optimierung der beobachtergestützten Fehlerdiagnosesysteme, at - Automatisierungstechnik, vol. 46, no.7, pp. 333 - 342, 1998
334 Jeinsch, Torsten,Ding, Steven X.,Müller, S.: FDI-Toolbox für MATLAB, at - Automatisierungstechnik, vol. 46, no.7, pp. 335 - 356, 1998
335 Ding, Steven X.,Ding, Eve L.,Jeinsch, Torsten: Sensitivity analysis and design of observer-based fault diagnosis systems, System Science Journal, vol. 24, no.1, pp. 51 - 72, 1998
336 Ding, Steven X.,Frank, Paul M.: Discussion on „Fault detection and isolation for state affine systems“, European Journal of Control, vol. 4, pp. 17 - 18, 1998
337 Frank, Paul M.,Ding, Steven X.: Survey of robust residual generation and evaluation methods in observer-based fault detection systems, Journal of process control, vol. 7, no.6, pp. 403 - 424, 1997
338 Guo, Limin,Friedrich, R.,Ding, Steven X.: Äquivalenz zwischen Ausgangs- und beobachtergestützter Zustandsrückführung, at - Automatisierungstechnik, vol. 43, no.8, 1995
339 Ding, Steven X.,Dünnwald, J.,Daugert, H.: EMV von Prozessleitsystemen, Elektrische Energie-Technik : EET, vol. 1, no.8, 1994
340 Ding, Steven X.,Frank, Paul M.: Modelling, control and monitoring of circulatory systems with an artificial heart, International Journal of Quality & Reliability Management, vol. 11, no.2, pp. 41 - 50, 1994, DOI: 10.1108/02656719410051670
341 Frank, Paul M.,Ding, Steven X.,Köppen-Seliger, Birgit: A frequency domain approach for fault detection at the inverted pendulum, European Journal of Diagnosis and Safety in Automation, vol. 4, no.3, pp. 387 - 403, 1994
342 Guo, Limin,Friedrich, R.,Ding, Steven X.: Parametrisierung linearer Beobachter und ihre Anwendung zum Beobachterentwurf, at - Automatisierungstechnik, vol. 42, pp. 285 - 291, 1994
343 Frank, Paul M.,Ding, Steven X.: Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis, Automatica : a journal of IFAC, the International Federation of Automatic Control, vol. 30, no.5, pp. 789 - 904, 1994
344 Ding, Steven X.,Guo, Limin,Frank, Paul M.: Parametrization of linear observers and its application to observer design, IEEE transactions on automatic control, vol. 39, no.8, pp. 1648 - 1652, 1994, DOI: 10.1109/9.310042
345 L. Guo, A. Schoene and X. Ding: Control of hydraulic rotary multi-motor systems based on bilinearization, Automatica, vol. Vol. 30, pp. 1445-1453, 1994
346 Ding, Steven X.,Frank, Paul M.: On-line fault detection for uncertain dynamical systems using adaptive observers, European Journal of Diagnosis and Safety in Automation, vol. 3, no.1, pp. Jul 21, 1993
347 Frank, Paul M.,Ding, Steven X.: Frequency domain approach to minimizing detectable faults in FDI systems, Journal of Computational and Applied Mathematics, vol. 3, no.3, pp. 417 - 443, 1993
348 Ding, Steven X.,Frank, Paul M.: Controllability analysis via orthogonal functions, International Journal of Control, vol. 53, no.6, pp. 1491 - 1495, 1991, DOI: 10.1080/00207179108953688
349 Ding, Steven X.,Frank, Paul M.: Komponentenfehlerdetektion mittels Fourier-Analyse im Zustandsraum, at - Automatisierungstechnik, vol. 38, pp. 134 - 143, 1990
350 Ding, Steven X.,Frank, Paul M.: Komponentenfehlerdetektion mittels auf Empfindlichkeitsanalyse basierender robuster Detektionsfilter, at - Automatisierungstechnik, vol. 38, no.8, pp. 299 - 306, 1990
351 Ding, Steven X.,Frank, Paul M.,Guo, Limin: Nonlinear observer design via an extended canonical form, Systems and Control Letters, vol. 15, no.4, pp. 313 - 322, 1990
352 Ding, Steven X.,Frank, Paul M.: Fault detection via factorization approach, Systems and Control Letters, vol. 14, no.5, pp. 431 - 436, 1990
353 Ding, Steven X.,Frank, Paul M.: Structure analysis via orthogonal functions, International Journal of Control, vol. 50, no.6, pp. 2285 - 2300, 1989, DOI: 10.1080/00207178908953498
354 Ding, Steven X.,Frank, Paul M.: H-infty Entwurf von robusten Beobachtern, at - Automatisierungstechnik, vol. 37, no.7, pp. 281 - 283, 1989