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Bismarckstr. 81 (BB)
47057 Duisburg
47057 Duisburg
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BB 511
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Universitätsprofessor/in, Automatisierungstechnik und Komplexe Systeme
Aktuelle Veranstaltungen
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SoSe 2025
- Regelungstechnik EIT
- Tutorium Regelungstechnik EIT
- Fehlerdiagnose und Fehlertoleranz in technischen Systemen
- Regelungstechnisches Aufbaupraktikum
- State and Parameter Estimation
- Mehrgrößenregelung
- Digitale Regelung (alt: Regelungstechnik E)
- Regelungstechnik EIT (alt: Einführung in die Automatisierungstechnik)
- Robust Control (Robuste Regelung) + Mehrgrößenregelung
- Advanced System and Control Theory
- State and Parameter Estimation
- Fehlerdiagnose und Fehlertoleranz in technischen Systemen
- Nonlinear Control Systems
Vergangene Veranstaltungen (max. 10)
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WiSe 2024
- Regelungstechnik EIT Praktikum (ehem. Einführung in die Automatisierungstechnik Praktikum)
- Robust Control
- Nonlinear Control Systems
- Advanced System and Control Theory
- Digitale Regelung (ehem. Regelungstechnik E)
- Regelungstechnisches Kolloquium
- Nonlinear Control Systems Lab
- Regelungstechnik EIT (alt: Einführung in die Automatisierungstechnik)
- Robust Control (Robuste Regelung) + Digitale Regelung (alt: Regelungstechnik E) + Mehrgrößenregelung
- Nonlinear Control Systems
Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.
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A Distributed Semi-Consensus-Based Data-Driven Fault Detection Approach for Dynamic SystemsIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 21 2025, Nr. 3, S. 2234 – 2243
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A dynamic event-triggered approach for observer-based formation control of multi-agent systems with designable inter-event timeIn: Systems and Control Letters , Jg. 195 2025, 105970
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Active Disturbance Rejection Formation Control for Multiagent Systems With Input ConstraintsIn: IEEE Transactions on Control of Network Systems (TCNS) , Jg. 12 2025, Nr. 1, S. 38 – 50
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Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial ProcessIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 21 2025, Nr. 1, S. 386 – 395
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Distributed Consensus Control of Nonlinear Multiagent Systems With Actuator Deception AttacksIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers 2025 , in press
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Distributed Consensus Control of Nonlinear Multiagent Systems With Output Noises Via a Switching Classification ApproachIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 70 2025, Nr. 6, S. 4132 – 4139
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Fault Tolerant Observer Design for a Class of Re-Entrant Manufacturing SystemsIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers , Jg. 72 2025, Nr. 4, S. 1773 – 1786
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Fuzzy-Model-Based Fault-Tolerant Control for Stochastic Re-Entrant Manufacturing SystemsIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 55 2025, Nr. 5, S. 3542 – 3556
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MSCSCC-Net : multi-scale contextual spatial-channel correlation network for forgery detection and localization of JPEG-compressed imageIn: Scientific Reports , Jg. 15 2025, Nr. 1, 12509DOI (Open Access)
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Multi-Condition Fault Diagnosis of Dynamic Systems : A Survey, Insights, and ProspectsIn: IEEE Transactions on Automation Science and Engineering , Jg. 22 2025, S. 15728 – 15744
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Orthogonal projection-based fault detection for linear discrete-time varying systemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 70 2025, Nr. 5, S. 3478 – 3485
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Replay Attack Detection Based on Parity Space Method for Cyber-Physical SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 70 2025, Nr. 4, S. 2390 – 2405DOI, Online Volltext (Open Access)
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Variational Discriminative Stacked Auto-Encoder : Feature Representation Using a Prelearned Discriminator, and Its Application to Industrial Process MonitoringIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 36 2025, Nr. 5, S. 9383 – 9394
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A data-driven distributed fault diagnosis scheme for large-scale systems based on correlation analysisIn: IET Control Theory & Applications , Jg. 18 2024, Nr. 2, S. 201 – 212DOI, Online Volltext (Open Access)
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An Observer-Based Approach to Mitigation of Integrity Cyberattacks
12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS 2024): Ferrara, Italy; 4 - 7 June 2024,In: IFAC-PapersOnLine , Jg. 58 2024, Nr. 4, S. 520 – 525DOI (Open Access) -
Bayesian Hierarchical Graph Neural Networks With Uncertainty Feedback for Trustworthy Fault Diagnosis of Industrial ProcessesIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 35 2024, Nr. 12, S. 18635 – 18648
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Bearing Fault Diagnosis With Incomplete Training Data : Fault Data With Partial DiametersIn: IEEE Transactions on Automation Science and Engineering , Jg. 21 2024, Nr. 3, S. 4298 – 4310
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Causal intervention graph neural network for fault diagnosis of complex industrial processesIn: Reliability Engineering & System Safety , Jg. 251 2024, 110328
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Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial ProcessesIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 20 2024, Nr. 2, S. 1987 – 1996DOI, Online Volltext (Open Access)
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Deep mixed domain generalization network for intelligent fault diagnosis under unseen conditionsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 71 2024, Nr. 1, S. 965 – 974
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Distributed fault detection for large-scale interconnected systemsIn: IET Control Theory & Applications , Jg. 18 2024, Nr. 17, S. 2347 – 2357DOI (Open Access)
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Ein alternatives, datenbasiertes FDI-Framework basierend auf SPD-MatrizenIn: at - Automatisierungstechnik , Jg. 72 2024, Nr. 4, S. 321 – 334
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Event-triggered quasi-time-varying H∞ filtering for switched systems via multiple trigger-dependent Lyapunov functionalsIn: Information Sciences , Jg. 684 2024, 121289
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Explainable Fault Diagnosis Using Invertible Neural Networks : Part I: A Left Manifold-Based SolutionIn: IEEE Transactions on Neural Networks and Learning Systems 2024 , in pressDOI, Online Volltext (Open Access)
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Fault Diagnosis for Parallel Lithium-Ion Battery Packs with Main Current Sensor Fault and Internal Resistance FaultIn: IEEE Transactions on Instrumentation and Measurement , Jg. 73 2024, 3521210
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Global Distributed Fault-Tolerant Consensus Control of Nonlinear Delayed Multiagent Systems with Hybrid FaultsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 69 2024, Nr. 3, S. 1967 – 1974
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Information-based Gradient enhanced Causal Learning Graph Neural Network for fault diagnosis of complex industrial processesIn: Reliability Engineering & System Safety , Jg. 252 2024, 110468
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Optimal Strictly Stealthy Attack Design on Cyber-Physical Systems : A Data-Driven ApproachIn: IEEE Transactions on Cybernetics , Jg. 54 2024, Nr. 10, S. 6180 – 6192
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Recursive filtering for two-dimensional systems with amplify-and-forward relays : Handling degraded measurements and dynamic biasesIn: Information Fusion , Jg. 108 2024, 102368
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Recursive state estimation for two-dimensional systems over decode-and-forward relay channels : A local minimum-variance approachIn: Information Sciences , Jg. 678 2024, 120928
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SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation SystemsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 71 2024, Nr. 9, S. 11560 – 11570
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Sampled-Data Based Distributed Output Feedback Leader-Following Consensus for Time-Delay Multiagent SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 69 2024, Nr. 1, S. 582 – 589
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Transferable Deep Slow Feature Network With Target Feature Attention for Few-Shot Time-Series PredictionIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 20 2024, Nr. 5, S. 7292 – 7302
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Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear SystemsIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 32 2024, Nr. 4, S. 1991 – 2004
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Curriculum-Based Deep Reinforcement Learning for Quantum ControlIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 34 2023, Nr. 11, S. 8852 – 8865DOI, Online Volltext (Open Access)
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Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching GraphsIn: IEEE Transactions on Cybernetics , Jg. 53 2023, Nr. 1, S. 211 – 221
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Distributed Output-Feedback Bipartite Consensus for Stochastic Nonlinear Multiagent Systems Under Directed Switching NetworksIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 53 2023, Nr. 5, S. 2748 – 2757
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Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process MonitoringIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 70 2023, Nr. 9, S. 9452 – 9462
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From Generalized Gauss Bounds to Distributionally Robust Fault Detection with Unimodality InformationIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 68 2023, Nr. 9, S. 5333 – 5348DOI, Online Volltext (Open Access)
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Gradient Monitored Reinforcement LearningIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 34 2023, Nr. 8, S. 4106 – 4119DOI, Online Volltext (Open Access)
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Industrial Big Data Analytical System in Industrial Cyber-Physical Systems Based on Coarse-to-Fine Deep NetworkIn: IEEE Transactions on Industrial Cyber-Physical Systems , Jg. 1 2023, S. 359 – 370
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Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial ProcessesIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 34 2023, Nr. 9, S. 6015 – 6028
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Nitrogen Oxides Concentration Estimation of Diesel Engines Based on a Sparse Nonstationary Trigonometric Gaussian Process Regression with Maximizing the Composite LikelihoodIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 70 2023, Nr. 11, S. 11744 – 11753
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Output-Constrained Consensus Tracking for High-Order Nonlinear Multiagent Systems Under Switching NetworksIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 53 2023, Nr. 12, S. 7608 – 7617
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PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production PoliciesIn: IEEE Transactions on Cybernetics , Jg. 53 2023, Nr. 9, S. 5424 – 5435
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Riemannian Metric Based Performance Monitoring and Diagnosis for a Class of Feedback Control SystemsIn: Acta Automatica Sinica , Jg. 49 2023, Nr. 9, S. 1928 – 1940
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Semisupervised Contrastive Memory Network for Industrial Process Working Condition MonitoringIn: IEEE Transactions on Instrumentation and Measurement , Jg. 72 2023, 5025110
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A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection MethodsIn: IEEE Transactions on Neural Networks and Learning Systems , Jg. 33 2022, Nr. 11, S. 6158 – 6172
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A Krein space-based approach to event-triggered H∞ filtering for linear discrete time-varying systemsIn: Automatica: A journal of IFAC , Jg. 135 2022, 110001
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A Probabilistic Projection Approach to Data-Driven Dynamic Fault Detection
11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2022, 8-10 June 2022, Pafos, Cyprus,In: IFAC-PapersOnLine , Jg. 55 2022, Nr. 6, S. 43 – 48DOI (Open Access) -
A Reconfiguration-Based Fault-Tolerant Control Method for Nonlinear Uncertain SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 67 2022, Nr. 11, S. 6060 – 6067
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A Residual Generator-Based Plug and Play Control Scheme Toward Enhancing Power Quality in AC MicrogridsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 69 2022, Nr. 8, S. 8146 – 8156
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Adopting attention-mechanisms for Neural Logic Rule LayersIn: at - Automatisierungstechnik , Jg. 70 2022, Nr. 3, S. 257 – 266
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An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode EstimationIn: IEEE Transactions on Circuits and Systems, Part II: Express Briefs , Jg. 69 2022, Nr. 2, S. 514 – 518
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An Integrated Design Scheme for SKR based Data-Driven Dynamic Fault Detection SystemsIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 18 2022, Nr. 10, S. 6828 – 6839
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An integral monitoring concept for data-driven detection and localization of incipient leakages by fusion of process and environment dataIn: Journal of Advanced Manufacturing and Processing , Jg. 4 2022, Nr. 3, e10133
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Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systemsIn: Automatica: A journal of IFAC , Jg. 142 2022, 110352DOI, Online Volltext (Open Access)
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Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains : A Survey, Challenges, and PerspectivesIn: IEEE Transactions on Intelligent Transportation Systems (T-ITS) , Jg. 23 2022, Nr. 3, S. 1700 – 1716
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Distributed Self-Optimization of Modular Production Units : A State-Based Potential Game ApproachIn: IEEE Transactions on Cybernetics , Jg. 52 2022, Nr. 4, S. 2174 – 2185
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Event-Triggered Parity Space Approach to Fault Detection for Linear Discrete-Time SystemsIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 52 2022, Nr. 8, S. 4813 – 4822
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Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed TrainIn: IEEE Transactions on Cybernetics , Jg. 52 2022, Nr. 9, S. 9746 – 9755
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Fault-Tolerant Coherent H∞ Control for Linear Quantum SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 67 2022, Nr. 10, S. 5087 – 5101
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Fixed-Time Formation Tracking for Heterogeneous Multiagent Systems Under Actuator Faults and Directed TopologiesIn: IEEE Transactions on Aerospace and Electronic Systems (T-AES) , Jg. 58 2022, Nr. 4, S. 3063 – 3077
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Hierarchical Structure-Based Fault-Tolerant Tracking Control of Multiple 3-DOF Laboratory HelicoptersIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 52 2022, Nr. 7, S. 4247 – 4258
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Multiplicative Fault Detection and Isolation in Dynamic Systems Using Data-Driven K-Gap Metric based kNN Algorithm
11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes: SAFEPROCESS 2022, 08.-10.06.2022, Pafos,In: IFAC-PapersOnLine , Jg. 55 2022, Nr. 6: 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS 2022 Pafos, Cyprus, 8-10 June 2022, S. 169 – 174DOI (Open Access) -
Multivariate Relevance Vector Regression based Degradation Modeling and Remaining Useful Life PredictionIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 69 2022, Nr. 9, S. 9514 – 9523DOI, Online Volltext (Open Access)
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Optimal Observer-based Fault Detection and Estimation Approaches for T-S Fuzzy SystemsIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 30 2022, Nr. 2, S. 579 – 590
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Performance guaranteed attack reconstruction for cyber–physical systems : A new intermediate estimator-based frameworkIn: Automatica: A journal of IFAC , Jg. 142 2022, 110388
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Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks : On Component-Based, Node-Wise and Dynamic Event-Triggered SchemeIn: IEEE Transactions on Signal and Information Processing over Networks , Jg. 8 2022, S. 584 – 596
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Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 67 2022, Nr. 6, S. 3013 – 3020
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Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems with Sensor FaultsIn: IEEE Transactions on Cybernetics , Jg. 52 2022, Nr. 3, S. 1691 – 1700
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Shared Temporal Attention Transformer for Remaining Useful Lifetime EstimationIn: IEEE Access , Jg. 10 2022, S. 74244 – 74258DOI, Online Volltext (Open Access)
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Weighted quantile discrepancy-based deep domain adaptation network for intelligent fault diagnosisIn: Knowledge-Based Systems , Jg. 240 2022, 108149
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A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed TrainsIn: IEEE Intelligent Transportation Systems Magazine , Jg. 13 2021, Nr. 3, S. 83 – 88
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A Fault-Tolerant Control Approach Based On Image Processing Applied To Three-Tank SystemIn: IEEE Access , Jg. 9 2021, S. 149520 – 149528DOI, Online Volltext (Open Access)
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A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault DetectionIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 68 2021, Nr. 6, S. 5259 – 5270
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A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method with Application to Networked Multiaxis Motion Control SystemIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 68 2021, Nr. 8, S. 7422 – 7432
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A Real-Time Performance Recovery Framework for Vision-Based Control SystemsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 68 2021, Nr. 2, S. 1571 – 1580
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A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTMIn: Intelligent Systems with Applications , Jg. 10-11 2021, 200049DOI (Open Access)
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A Sparse Nonstationary Trigonometric Gaussian Process Regression and its Application on Nitrogen Oxides Prediction of the Diesel EngineIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 17 2021, Nr. 12, S. 8367 – 8377
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Complex System Monitoring Based on Distributed Least Squares MethodIn: IEEE Transactions on Automation Science and Engineering , Jg. 18 2021, Nr. 4, S. 1892 – 1900
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Control performance monitoring and degradation recovery in automatic control systems : A review, some new results, and future perspectivesIn: Control Engineering Practice , Jg. 111 2021, 104790
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Decentralized learning of energy optimal production policies using PLC-informed reinforcement learningIn: Computers & Chemical Engineering , Jg. 152 2021, 107382
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Deep convolutional clustering-based time series anomaly detectionIn: Sensors , Jg. 21 2021, Nr. 16, 5488DOI (Open Access)
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Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault DetectorIn: IEEE Transactions on Cybernetics , Jg. 51 2021, Nr. 2, S. 889 – 899
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Distributionally robust fault detection design and assessment for dynamical systemsIn: Automatica: A journal of IFAC , Jg. 125 2021, 109434
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Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and DisturbancesIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers , Jg. 68 2021, Nr. 5, S. 2121 – 2133
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Gaussian Process Regression with Maximizing the Composite Conditional LikelihoodIn: IEEE Transactions on Instrumentation and Measurement , Jg. 70 2021, 2512711
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Generalized dilation convolutional neural networks for remaining useful lifetime estimationIn: Neurocomputing , Jg. 452 2021, S. 182 – 199
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Guest Editorial : Data-Driven Management of Complex Systems Through Plant-Wide Performance SupervisionIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 17 2021, Nr. 9, S. 6324 – 6328
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Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven ApproachesIn: IEEE Transactions on Circuits and Systems, Part II: Express Briefs , Jg. 68 2021, Nr. 1, S. 291 – 295
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Optimization of DEM parameters using multi-objective reinforcement learningIn: Powder Technology , Jg. 379 2021, S. 602 – 616
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Parity Space Vector Machine Approach to Robust Fault Detection for Linear Discrete-Time SystemsIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 51 2021, Nr. 7, S. 4251 – 4261
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Performance Degradation Monitoring and Recovery of Vision-Based Control SystemsIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 29 2021, Nr. 6, S. 2712 – 2719
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Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems with T-S Fuzzy ImplementationIn: IEEE Transactions on Cybernetics , Jg. 51 2021, Nr. 2, S. 801 – 814
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Predictive energy flow control : A control strategy for neighborhood supplyIn: atp-Magazin 2021, Nr. 10, S. 84 – 91
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Robust finite-time cooperative formation control of UGV-UAV with model uncertainties and actuator faultsIn: Journal of the Franklin Institute , Jg. 358 2021, Nr. 17, S. 8811 – 8837
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Spatio-temporal fault localization for nonlinear spatially distributed processes : A spatial mapping filter-based frameworkIn: International Journal of Robust and Nonlinear Control , Jg. 31 2021, Nr. 14, S. 6953 – 6971
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Unified control and detection framework and its applications : A review, some new results, and future perspectivesIn: Journal of Systems Engineering and Electronics , Jg. 32 2021, Nr. 5, S. 995 – 1013DOI, Online Volltext (Open Access)
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A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill ProcessIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 67 2020, Nr. 3, S. 2380 – 2390
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A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models with Applications to Fault DetectionIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers , Jg. 67 2020, Nr. 6, S. 2053 – 2063DOI, Online Volltext (Open Access)
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A distribution independent data-driven design scheme of optimal dynamic fault detection systemsIn: Journal of Process Control , Jg. 95 2020, S. 1 – 9
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A switching system oriented modeling and control strategy for idle speed control of a hybrid powertrainIn: IFAC-PapersOnLine , Jg. 53 2020, Nr. 2, S. 14028 – 14033DOI (Open Access)
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An Hi/H∞ Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 65 2020, Nr. 10, S. 4464 – 4471
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An Optimal Data-Driven Approach to Distribution Independent Fault DetectionIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 16 2020, Nr. 11, S. 6826 – 6836
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An improved lightGBM algorithm for online fault detection of wind turbine gearboxesIn: Energies , Jg. 13 2020, Nr. 4, 807DOI (Open Access)
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Bidirectional deep recurrent neural networks for process fault classificationIn: ISA Transactions , Jg. 106 2020, S. 330 – 342
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Coherent H∞ control for Markovian jump linear quantum systemsIn: IFAC-PapersOnLine , Jg. 53 2020, Nr. 2, S. 269 – 274DOI (Open Access)
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Control Performance-Based Fault-Tolerant Control Strategy for Singular SystemsIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 50 2020, Nr. 7, S. 2398 – 2407
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Control performance‐based fault detection and fault‐tolerant control schemes for a class of nonlinear systemsIn: International Journal of Robust and Nonlinear Control , Jg. 30 2020, Nr. 4, S. 1431 – 1450
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Data-driven design of fault-tolerant control systems based on recursive stable image representationIn: Automatica: A journal of IFAC , Jg. 122 2020, 109246
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Design of a Quantum Projection FilterIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 65 2020, Nr. 8, S. 3693 – 3700DOI, Online Volltext (Open Access)
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Distributed data-driven optimal fault detection for large-scale systemsIn: Journal of Process Control , Jg. 96 2020, S. 94 – 103
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Distributed process monitoring based on canonical correlation analysis with partly-connected topologyIn: Control Engineering Practice , Jg. 101 2020, 104500
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Distribution independent threshold setting based on one-class support vector machineIn: IFAC-PapersOnLine , Jg. 53 2020, Nr. 2, S. 11307 – 11312DOI (Open Access)
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Distributionally robust fault detection by using Kernel density estimationIn: IFAC-PapersOnLine , Jg. 53 2020, S. 652 – 657DOI (Open Access)
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Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative FaultsIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 50 2020, Nr. 2, S. 514 – 524
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Gap metric techniques and their application to fault detection performance analysis and fault isolation schemesIn: Automatica: A journal of IFAC , Jg. 118 2020, 109029
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Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill ProcessesIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 28 2020, Nr. 6, S. 2432 – 2444
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Optimal state and fault estimation for two-dimensional discrete systemsIn: Automatica: A journal of IFAC , Jg. 115 2020, 108856
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Optimization in distributed production systems Machine learniung with game theory on the PLCIn: atp-Magazin 2020, Nr. 11/12, S. 72 – 83
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Parity space-based fault isolation using minimum error minimax probability machineIn: Control Engineering Practice , Jg. 95 2020, 104242
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Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven ImplementationIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 16 2020, Nr. 4, S. 2849 – 2858
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Performance-based fault-tolerant control approaches for industrial processes with multiplicative faultsIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 16 2020, Nr. 7, S. 4759 – 4768
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Voltage Difference Residual-Based Open-Circuit Fault Diagnosis Approach for Three-Level Converters in Electric Traction SystemsIn: IEEE Transactions on Power Electronics , Jg. 35 2020, Nr. 3, S. 3012 – 3028
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Youla parameterization based control performance degradation online recovery of single inverter control systems in microgrids : A PNP approachIn: IFAC-PapersOnLine , Jg. 53 2020, Nr. 2, S. 12080 – 12085DOI (Open Access)
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A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process MonitoringIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 15 2019, Nr. 5, S. 2710 – 2720
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Actor-critic reinforcement learning for energy optimization in hybrid production environmentsIn: International Journal of Computing , Jg. 18 2019, Nr. 4, S. 360 – 371
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Adaptive Backstepping Based Fault-tolerant Control for High-speed Trains with Actuator FaultsIn: International Journal of Control, Automation and Systems , Jg. 17 2019, Nr. 6, S. 1408 – 1420
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Application of randomized algorithms to assessment and design of observer-based fault detection systemsIn: Automatica: A journal of IFAC , Jg. 107 2019, S. 175 – 182
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Cost-sensitive large margin distribution machine for fault detection of wind turbinesIn: Cluster Computing: The Journal of Networks, Software Tools and Applications , Jg. 22 2019, S. 7525 – 7537
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Existence and design of observers for two-dimensional linear systems with multiple channel faultsIn: Multidimensional Systems and Signal Processing , Jg. 30 2019, Nr. 2, S. 641 – 660
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Fault identifiability analysis of linear discrete time-varying systemsIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers , Jg. 66 2019, Nr. 6, S. 2371 – 2381
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Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter SystemsIn: IEEE Access , Jg. 7 2019, S. 11105 – 11113DOI, Online Volltext (Open Access)
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On robust Kalman filter for two-dimensional uncertain linear discrete time-varying systems : A least squares methodIn: Automatica: A journal of IFAC , Jg. 99 2019, S. 203 – 212
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Performance-based fault detection and fault-tolerant control for automatic control systemsIn: Automatica: A journal of IFAC , Jg. 99 2019, S. 308 – 316
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Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive SystemsIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 27 2019, Nr. 6, S. 2766 – 2773
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Robust H∞ Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems : A Krein Space-Based MethodIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 64 2019, Nr. 12, S. 5124 – 5131
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A Fault Detection Scheme for Uncertain Switched Systems Under Asynchronous SwitchingIn: IFAC-PapersOnLine , Jg. 51 2018, Nr. 24, S. 117 – 122DOI (Open Access)
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A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM TechniqueIn: IEEE Access , Jg. 6 2018, S. 16207 – 16215DOI, Online Volltext (Open Access)
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A New Method for Fault Tolerant Control through Q-LearningIn: IFAC-PapersOnLine , Jg. 51 2018, Nr. 24, S. 38 – 45DOI (Open Access)
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A Plug-and-Play Monitoring and Control Architecture for Disturbance Compensation in Rolling MillsIn: IEEE/ASME Transactions on Mechatronics (T-MECH) , Jg. 23 2018, Nr. 1, S. 200 – 210
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A fault detection scheme for ship propulsion systems using randomized algorithm techniquesIn: Control Engineering Practice , Jg. 81 2018, S. 65 – 72
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Continuous fixed-time convergent regulator for dynamic systems with unbounded disturbancesIn: Journal of the Franklin Institute , Jg. 355 2018, Nr. 5, S. 2762 – 2778
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Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specificationsIn: Automatica: A journal of IFAC , Jg. 93 2018, S. 42 – 54
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Diagnostic Observer Design for T-S Fuzzy Systems : Application to Real-Time-Weighted Fault-Detection ApproachIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 26 2018, Nr. 2, S. 805 – 816
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Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise : The Finite-Horizon CaseIn: IEEE Transactions on Circuits and Systems, Part I: Regular Papers , Jg. 65 2018, Nr. 10, S. 3492 – 3505
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Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized AlgorithmsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 65 2018, Nr. 2, S. 1559 – 1567
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Fault detection for piecewise affine systems with application to ship propulsion systemsIn: ISA Transactions , Jg. 78 2018, S. 3 – 9
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Guest Editorial Focuseection on Health Monitoring, Management, and Control of Complex Mechatronic SystemsIn: IEEE/ASME Transactions on Mechatronics (T-MECH) , Jg. 23 2018, Nr. 1, S. 1 – 4Online Volltext, DOI (Open Access)
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H∞ fault estimation for 2-D linear discrete time-varying systems based on Krein space methodIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 48 2018, Nr. 12, S. 2070 – 2079
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Krein-space based robust H∞ fault estimation for two-dimensional uncertain linear discrete time-varying systemsIn: Systems and Control Letters , Jg. 115 2018, S. 41 – 47
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Modelling the strip thickness in hot steel rolling mills using least-squares support vector machinesIn: The Canadian Journal of Chemical Engineering (CJChE) , Jg. 96 2018, Nr. 1, S. 171 – 178
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Observer-based fault detection for uncertain nonlinear systemsIn: Journal of the Franklin Institute , Jg. 355 2018, Nr. 3, S. 1278 – 1295
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Optimal fault detection and estimation : a unified scheme and least squares solutionsIn: IFAC-PapersOnLine , Jg. 51 2018, Nr. 24, S. 465 – 472DOI (Open Access)
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Process Monitoring System Design via the Closed-Loop Identified Data-Driven SKR ⁎In: IFAC-PapersOnLine , Jg. 51 2018, Nr. 24, S. 367 – 372DOI (Open Access)
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Recursive Subspace-based Predictive Control and Its Application to Fault-tolerant ControlIn: IFAC-PapersOnLine , Jg. 51 2018, Nr. 24, S. 696 – 702DOI (Open Access)
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Robust Fault Detection for Observer-Based Feedback Control SystemsIn: Circuits, Systems, and Signal Processing , Jg. 37 2018, Nr. 8, S. 3364 – 3382
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State estimation for stochastic discrete-time systems with multiplicative noises and unknown inputs over fading channelsIn: Applied Mathematics and Computation , Jg. 320 2018, S. 116 – 130
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Stationary wavelet transform aided design of parity space vectors for fault detection in LDTV systemsIn: IET Control Theory & Applications , Jg. 12 2018, Nr. 7, S. 857 – 864DOI (Open Access)
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A KPI-based process monitoring and fault detection framework for large-scale processesIn: ISA Transactions , Jg. 68 2017, S. 276 – 286
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A Wavelet-based Parity Space Approach to Fault Detection of Linear Discrete Time-varying SystemsIn: IFAC-PapersOnLine , Jg. 50 2017, Nr. 1, S. 2836 – 2841DOI (Open Access)
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A probabilistic approach to robust fault detection for a class of nonlinear systemsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 64 2017, Nr. 5, S. 3930 – 3939
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A unified approach for generalized minimum variance controller for linear time-varying systemsIn: International Journal of Mechanical and Production Engineering Research and Development , Jg. 7 2017, Nr. 1, S. 61 – 70
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An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbancesIn: Journal of the Franklin Institute , Jg. 354 2017, Nr. 1, S. 556 – 570
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An optimal fault detection approach for piecewise affine systems via diagnostic observersIn: Automatica: A journal of IFAC , Jg. 85 2017, S. 256 – 263
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Assessment of T2- and Q-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoringIn: Journal of the Franklin Institute , Jg. 354 2017, Nr. 2, S. 668 – 688
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Comparison of Two Basic Statistics for Fault Detection and Process MonitoringIn: IFAC-PapersOnLine , Jg. 50 2017, Nr. 1, S. 14776 – 14781DOI (Open Access)
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Data Mining and Analytics in the Process Industry : The Role of Machine LearningIn: IEEE Access , Jg. 5 2017, S. 20590 – 20616DOI, Online Volltext (Open Access)
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Data-Driven Design of Feedback-Feedforward Control Systems for Dynamic ProcessesIn: IFAC-PapersOnLine , Jg. 50 2017, Nr. 1, S. 13916 – 13921DOI (Open Access)
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Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation AnalysisIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 64 2017, Nr. 10, S. 8148 – 8157
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Fault-tolerant control for wireless networked control systems with an integrated schedulerIn: International Journal of Adaptive Control and Signal Processing , Jg. 31 2017, Nr. 1, S. 23 – 38
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Fault-tolerant model predictive control of a direct methanol-fuel cell system with actuator faultsIn: Control Engineering Practice , Jg. 66 2017, S. 99 – 115
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Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear ProcessesIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 47 2017, Nr. 8, S. 1941 – 1952
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PLC-Based Real-Time Realization of Flatness-Based Feedforward Control for Industrial Compression SystemsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 64 2017, Nr. 2, S. 1323 – 1331
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Randomized Algorithm Based Fault Detection System Design for Uncertain LTI SystemsIn: IFAC-PapersOnLine , Jg. 50 2017, Nr. 1, S. 3648 – 3653DOI (Open Access)
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Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based ImplementationIn: IEEE Transactions on Cybernetics , Jg. 47 2017, Nr. 2, S. 283 – 294
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Real-Time Optimization of Automatic Control Systems with Application to BLDC Motor Test RigIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 64 2017, Nr. 5, S. 4306 – 4314
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Satisfactory fault tolerant control with soft-constraint for discrete time-varying systems : numerical recursive approachIn: Journal of the Franklin Institute , Jg. 354 2017, Nr. 2, S. 1109 – 1137
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Scalability of feedback control systems for plug-and-play controlIn: IFAC-PapersOnLine , Jg. 50 2017, Nr. 1, S. 7529 – 7534DOI (Open Access)
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Unbiased Minimum Variance Fault and State Estimation for Linear Discrete Time-Varying Two-Dimensional SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 62 2017, Nr. 10, S. 5463 – 5469
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A New Scheme of Fault Detection for Linear Discrete Time-Varying SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 61 2016, Nr. 9, S. 2597 – 2602
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A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control SystemIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 5, S. 3311 – 3320
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An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial ProcessesIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 5, S. 3252 – 3260
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An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big DataIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 5, S. 3137 – 3147
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Bayesian Fault Diagnosis with Asynchronous Measurements and Its Application in Networked Distributed MonitoringIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 10, S. 6316 – 6324
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Canonical correlation analysis-based fault detection methods with application to alumina evaporation processIn: Control Engineering Practice , Jg. 46 2016, S. 51 – 58
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Data-driven monitoring and validation of experiments on automotive engine test bedsIn: Control Engineering Practice , Jg. 54 2016, S. 27 – 33
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Diagnosis and Prognosis for Complicated Industrial Systems—Part IIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 4, S. 2501 – 2505
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Diagnosis and Prognosis for Complicated Industrial Systems—Part IIIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 5, S. 3201 – 3204
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Estimating the unknown time delay in chemical processesIn: Engineering Applications of Artificial Intelligence , Jg. 55 2016, S. 219 – 230
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Fuzzy-Model-Based Reliable Static Output Feedback ℋ∞ Control of Nonlinear Hyperbolic PDE SystemsIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 24 2016, Nr. 2, S. 388 – 400
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Improved canonical correlation analysis-based fault detection methods for industrial processesIn: Journal of Process Control , Jg. 41 2016, S. 26 – 34
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On H∞ Estimation of Randomly Occurring Faults for A Class of Nonlinear Time-Varying Systems With Fading ChannelsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 61 2016, Nr. 2, S. 479 – 484DOI, Online Volltext (Open Access)
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Online monitoring system design for roll eccentricity in rolling millsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 4, S. 2559 – 2568
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Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed ConvergenceIn: IEEE Transactions on Systems, Man, and Cybernetics: Systems , Jg. 46 2016, Nr. 4, S. 548 – 558
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Optimal fault detection design via iterative estimation methods for industrial control systemsIn: Journal of the Franklin Institute , Jg. 353 2016, Nr. 2, S. 359 – 377
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Parameterization of Nonlinear Observer-Based Fault Detection SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 61 2016, Nr. 11, S. 3687 – 3692
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Quantisation and data quality : Implications for system identificationIn: Journal of Process Control , Jg. 40 2016, S. 13 – 23
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Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems : A SurveyIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 63 2016, Nr. 2, S. 1207 – 1217
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Robust fuzzy observer-based fault detection for nonlinear systems with disturbancesIn: Neurocomputing , Jg. 174 2016, S. 767 – 772
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Weighted fuzzy observer-based fault detection approach for discrete-time nonlinear systems via piecewise-fuzzy lyapunov functionsIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 24 2016, Nr. 6, S. 1320 – 1333
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A comparison and evaluation of key performance indicator-based multivariate statistics process monitoring approachesIn: Journal of Process Control , Jg. 33 2015, S. 112 – 126
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A control-theoretic study on Runge-Kutta methods with application to real-time fault-tolerant control of nonlinear systemsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 6, S. 3914 – 3922
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A new soft-sensor-based process monitoring scheme incorporating infrequent KPI measurementsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 6, S. 3843 – 3851
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A nonhomogeneous super-twisting algorithm for systems of relative degree more than oneIn: Journal of the Franklin Institute , Jg. 352 2015, Nr. 4, S. 1364 – 1377
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A survey of fault diagnosis and fault-tolerant techniques - part 1 : Fault diagnosis with model-based and signal-based approachesIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 6, S. 3757 – 3767DOI, Online Volltext (Open Access)
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A survey of fault diagnosis and fault-tolerant techniques-part II : Fault diagnosis with knowledge-based and hybrid/active approachesIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 6, S. 3768 – 3774
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An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element BearingsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 12, S. 7762 – 7773
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Application of Factorization and Gap Metric Techniques to Fault Detection and Isolation Part II : Gap metric technique aided FDI performance analysis
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Application of factorization and gap metric techniques to fault detection and isolation Part I : A factorization technique based FDI frameworkIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 21, S. 113 – 118
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Data Quantisation and Closed-Loop System IdentificationIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 28, S. 128 – 133
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Data-driven approach of KPI monitoring and prediction with application to wastewater treatment processIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 21, S. 627 – 632
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Data-driven design of two-degree-of-freedom controllers using reinforcement learning techniquesIn: IET Control Theory & Applications , Jg. 9 2015, Nr. 7, S. 1011 – 1021
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Data-driven multimode fault detection for wind energy conversion systemsIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 21, S. 633 – 638
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Data-driven process monitoring and fault tolerant control in wind energy conversion system with hydraulic pitch systemIn: Journal of Shanghai Jiaotong University (Science) , Jg. 20 2015, Nr. 4, S. 489 – 494
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Design and implementation of lifecycle management for industrial control applicationsIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 23 2015, Nr. 4, S. 1399 – 1410
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Detecting scalar intermittent faults in linear stochastic dynamic systemsIn: International Journal of Systems Science , Jg. 46 2015, Nr. 8, S. 1337 – 1348
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Economic performance indicator based optimization for the air separation unit compressor trainsIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 21, S. 858 – 863
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Event-Based H∞ filter design for a class of nonlinear time-varying systems with fading channels and multiplicative noisesIn: IEEE Transactions on Signal Processing (T-SP) , Jg. 63 2015, Nr. 13, S. 3387 – 3395DOI, Online Volltext (Open Access)
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Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantizationIn: Automatica: A journal of IFAC , Jg. 52 2015, S. 355 – 362DOI (Open Access)
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Finite-time-convergent fault-tolerant control for dynamical systems and its experimental verification for DTS200 three-tank systemIn: IET Control Theory & Applications , Jg. 9 2015, Nr. 11, S. 1670 – 1675
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Minimal required excitation for closed-loop identification : Some implications for data-driven, system identificationIn: Journal of Process Control , Jg. 27 2015, S. 25 – 35
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On Nonlinear Observer Parameterizations and Its Application to Fault DetectionIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 21, S. 1060 – 1065
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On fault-tolerant control configurations for a class of nonlinear systemsIn: Journal of the Franklin Institute , Jg. 352 2015, Nr. 4, S. 1397 – 1416
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On observer-based fault detection for nonlinear systemsIn: Systems and Control Letters , Jg. 82 2015, S. 18 – 25
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Parity space-based fault detection for linear discrete time-varying systems with unknown inputIn: Automatica: A journal of IFAC , Jg. 59 2015, S. 120 – 126
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Quadratic optimal fault tolerant control on wireless networked control systems for real-time industrial applications
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Real-time fault diagnosis and fault-tolerant controlIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 62 2015, Nr. 6, S. 3752 – 3756DOI, Online Volltext (Open Access)
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Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faultsIn: Journal of Intelligent and Fuzzy Systems , Jg. 29 2015, Nr. 3, S. 1197 – 1208
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Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric VehicleIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 23 2015, Nr. 3, S. 1189 – 1196
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Study on small multiplicative fault detection using canonical correlation analysis with the local approach
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Unit-level modelling for KPI of batch hot strip mill process using dynamic partial least squaresIn: IFAC-PapersOnLine , Jg. 48 2015, Nr. 28, S. 1005 – 1010
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Vibration-related fault diagnosis in cold rolling mill by using EEMD and SVMIn: Shanghai-Jiaotong-Daxue-xuebao = Journal of Shanghai Jiaotong University , Jg. 49 2015, Nr. 6, S. 751 – 756
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A canonical variate analysis based process monitoring scheme and benchmark study
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A data-driven maintenance support system for wind energy conversion systems
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A data-driven multiplicative fault diagnosis approach for automation processesIn: ISA Transactions , Jg. 53 2014, Nr. 5, S. 1436 – 1445
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A fault detection scheme for linear discrete-time systems with an integrated online performance evaluationIn: International Journal of Control , Jg. 87 2014, Nr. 12, S. 2511 – 2521
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A probabilistic approach for data-driven fault isolation in multimode processes
19th IFAC World Congress ; 24-29 August 2014, Cape Town, South Africa,In: IFAC Proceedings Volumes , Jg. 47 2014, Nr. 3, S. 8909 – 8914DOI (Open Access) -
A review on basic data-driven approaches for industrial process monitoringIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 61 2014, Nr. 11, S. 6418 – 6428
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A survey on distributed filtering and fault detection for sensor networksIn: Mathematical Problems in Engineering (MPE) 2014, 858624DOI (Open Access)
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An H∞ fault estimation scheme of wireless networked control systems for industrial real-time applicationsIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 22 2014, Nr. 6, S. 2073 – 2086
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An improved detection statistic for systems with unsteady trend
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Comparison study of multivariate statistics based key performance indicator monitoring approaches
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Data-driven design and optimization of feedback control systems for industrial applicationsIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 61 2014, Nr. 11, S. 6409 – 6417
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Data-driven design of monitoring and diagnosis systems for dynamic processes : A review of subspace technique based schemes and some recent resultsIn: Journal of Process Control , Jg. 24 2014, Nr. 2, S. 431 – 449
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Data-driven realizations of kernel and image representations and their application to fault detection and control system designIn: Automatica: A journal of IFAC , Jg. 50 2014, Nr. 10, S. 2615 – 2623
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Distributed filtering with randomly occurring uncertainties over sensor networks : the channel fading caseIn: International Journal of General Systems , Jg. 43 2014, Nr. 3-4, S. 254 – 266
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Fault detection filter design for discrete-time nonlinear systems : A mixed H−/H∞ optimizationIn: Systems and Control Letters , Jg. 67 2014, Nr. 1, S. 46 – 54
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Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systemsIn: Automatica: A journal of IFAC , Jg. 50 2014, Nr. 12, S. 3182 – 3189DOI (Open Access)
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Quality-related fault detection in industrial multimode dynamic processesIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 61 2014, Nr. 11, S. 6446 – 6453
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Real-time implementation of fault-tolerant control systems with performance optimizationIn: IEEE Transactions on Industrial Electronics (T-IE) , Jg. 61 2014, Nr. 5, S. 2402 – 2411
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Threshold computation for fault detection in linear discrete-time Markov jump systemsIn: International Journal of Adaptive Control and Signal Processing , Jg. 28 2014, Nr. 11, S. 1106 – 1127
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A Novel Scheme for Key Performance Indicator Prediction and Diagnosis with Application to an Industrial Hot Strip MillIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 9 2013, Nr. 4, S. 2239 – 2247
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A projection-based method of fault detection for linear discrete time-varying systemsIn: International Journal of Systems Science , Jg. 44 2013, Nr. 5, S. 820 – 830
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An integrated design framework of fault-tolerant wireless networked control systems for industrial automatic control applicationsIn: IEEE Transactions on Industrial Informatics (T-IINF) / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) , Jg. 9 2013, Nr. 1, S. 462 – 471
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Data-driven monitoring for stochastic systems and its application on batch processIn: International Journal of Systems Science , Jg. 44 2013, Nr. 7, S. 1366 – 1376
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Finite-Horizon H∞ Fault Estimation for Uncertain Linear Discrete Time-Varying Systems with Known InputsIn: IEEE Transactions on Circuits and Systems, Part II: Express Briefs , Jg. 60 2013, Nr. 12, S. 902 – 906
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Finite-horizon H∞ fault estimation for linear discrete time-varying systems with delayed measurementsIn: Automatica: A journal of IFAC , Jg. 49 2013, Nr. 1, S. 293 – 296
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H-/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy systemIn: Automatica: A journal of IFAC , Jg. 49 2013, Nr. 7, S. 1996 – 2005
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A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 57 2012, Nr. 2, S. 457 – 462
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A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman processIn: Journal of Process Control , Jg. 22 2012, Nr. 9, S. 1567 – 1581
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A control-theoretic study on iterative solutions to nonlinear equations for applications in embedded systemsIn: Automatica: A journal of IFAC , Jg. 48 2012, Nr. 4, S. 583 – 594
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A simplified recursive dynamic pca based monitoring scheme for imperial smelting processIn: International Journal of Innovative Computing, Information and Control: IJICIC , Jg. 8 2012, Nr. 4, S. 2551 – 2561
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A survey of fault-tolerant networked control system designIn: IFAC Proceedings Volumes , Jg. 45 2012, Nr. 20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, S. 874 – 885
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Active fault tolerant control for a class of linear time-delay systems in finite frequency domainIn: International Journal of Systems Science , Jg. 43 2012, Nr. 3, S. 543 – 551
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An Approach for Multimode Dynamic Process Monitoring using Bayesian Inference
8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; 29-31 August 2012, Mexico City, Mexico,In: IFAC Proceedings Volumes , Jg. 45 2012, Nr. 20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, S. 1011 – 1016 -
An Observer-Based Fault Detection Scheme for Distributed Parameter Systems of Hyperbolic Type and Its Application in Paper Production Process
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Data-Driven Design of Fault-Tolerant Control SystemsIn: IFAC Proceedings Volumes , Jg. 45 2012, Nr. 20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, S. 1323 – 1328
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Data-Driven Design of Model-based Fault Diagnosis SystemsIn: IFAC Proceedings Volumes , Jg. 45 2012, Nr. 15, 8th IFAC Symposium on Advanced Control of Chemical Processes, S. 840 – 847
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Decentralized networked control system design using T-S fuzzy approachIn: IEEE Transactions on Fuzzy Systems (T-FUZZ) , Jg. 20 2012, Nr. 1, S. 9 – 21
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Integrated design of fault tolerant networked control systemsIn: IFAC Proceedings Volumes , Jg. 45 2012, Nr. 20, 8th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, S. 886 – 891
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Integration of Residual Evaluation and Threshold Computation into Switched Fault Detection System
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Robust controller design for uncertain multiple-delay systems with unknown actuator parametersIn: Automatica: A journal of IFAC , Jg. 48 2012, Nr. 1, S. 211 – 218
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A survey of the application of basic data-driven and model-based methods in process monitoring and fault diagnosis
18th IFAC World Congress; 28 August – 2 September 2011; Milano, Italy,In: IFAC Proceedings Volumes , Jg. 44 2011, Nr. 1, S. 12380 – 12388DOI (Open Access) -
A systematic approach to observer design for the air-intake of combustion engines
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Fault classification method for inverter based on hybrid support vector machines and wavelet analysisIn: International Journal of Control, Automation and Systems , Jg. 9 2011, Nr. 4, S. 797 – 804
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Fault detection design of networked control systemsIn: IET Control Theory & Applications , Jg. 5 2011, Nr. 12, S. 1439 – 1449
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Integrated Design of Observer Based Fault Detection for a Class of Uncertain Nonlinear SystemsIn: International Journal of Applied Mathematics and Computer Science / Technical University of Zielona Góra (Hrsg.) , Jg. 21 2011, Nr. 3, S. 423 – 430
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Model Following Controller Design for Large-Scale Systems With Time-Delay Interconnections and Multiple Dead-Zone InputsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 56 2011, Nr. 4, S. 962 – 968
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Optimal residual evaluation for nonlinear systems using post-filter and thresholdIn: International Journal of Control , Jg. 84 2011, Nr. 3, S. 526 – 539
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Study on modifications of PLS approach for process monitoring
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Subspace aided data-driven design of robust fault detection and isolation systemsIn: Automatica: A journal of IFAC , Jg. 47 2011, Nr. 11, S. 2474 – 2480
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Threshold computation for fault detection in a class of discrete-time nonlinear systemsIn: International Journal of Adaptive Control and Signal Processing , Jg. 25 2011, Nr. 5, S. 407 – 429
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A sensor management scheme and its application to internal combustion engines
5th IFAC Symposium on Mechatronic Systems (MECHATRONICS 2010), 13-15 September 2010, Cambridge, Mass., USA,In: IFAC Proceedings Volumes , Jg. 43 2010, Nr. 18, S. 595 – 602 -
Decentralised fault detection of large-scale systems with limited network communicationsIn: IET Control Theory & Applications , Jg. 4 2010, Nr. 9, S. 1867 – 1876
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Efficient Recursive Principal Component Analysis Algorithms for Process MonitoringIn: Industrial and Engineering Chemistry Research (I&EC research) , Jg. 49 2010, Nr. 1, S. 252 – 259
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Feedback control structures, embedded residual signals, and feedback control schemes with an integrated residual accessIn: IEEE Transactions on Control Systems Technology (T-CST) , Jg. 18 2010, Nr. 2, S. 352 – 367
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H ∞ fault estimation for a class of linear time-delay systems in finite frequency domainIn: Journal of Systems Engineering and Electronics , Jg. 21 2010, Nr. 5, S. 835 – 841
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On Designing H∞ Fault Detection Filter for Linear Discrete Time-Varying SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 55 2010, Nr. 7, S. 1689 – 1695
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On the Application of PCA Technique to Fault DiagnosisIn: Tsinghua Science and Technology , Jg. 15 2010, Nr. 2, S. 138 – 144
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Optimal fault detection for linear discrete time-varying systemsIn: Automatica: A journal of IFAC , Jg. 46 2010, Nr. 8, S. 1395 – 1400
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Parity Space-Based Fault Estimation for Linear Discrete Time-Varying SystemsIn: IEEE Transactions on Automatic Control (T-AC) , Jg. 55 2010, Nr. 7, S. 1726 – 1731
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Recursive identification algorithms to design fault detection systemsIn: Journal of Process Control , Jg. 20 2010, Nr. 8, S. 957 – 965
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Remote fault detection system design with online channel reliability informationIn: International Journal of Systems Science , Jg. 41 2010, Nr. 8, S. 957 – 970
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A fault-tolerant control framework for a class of non-linear networked control systemsIn: International Journal of Systems Science , Jg. 40 2009, Nr. 5, S. 449 – 460
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Adaptive Process Monitoring Based on Parity Space Methods
7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; SAFEPROCESS 2009 ; 30.06 - 03.07.2009, Barcelona, Spain,In: IFAC Proceedings Volumes , Jg. 42 2009, Nr. 8, S. 947 – 952 -
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Fault detection of networked control systems with packet based periodic communicationIn: International Journal of Adaptive Control and Signal Processing , Jg. 23 2009, Nr. 8, S. 682 – 698
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Integrated design of feedback controllers and fault detectorsIn: Annual Reviews in Control , Jg. 33 2009, Nr. 2, S. 124 – 135
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Memory state feedback controller design for singular systems with multiple internal constant point delaysIn: IET Control Theory & Applications , Jg. 3 2009, Nr. 6, S. 631 – 641
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On Active Fault Tolerant Control for a Class of Time-Delay Systems
7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; SAFEPROCESS 2009 ; 30.06.-03.07.2009, Barcelona, Spain,In: IFAC Proceedings Volumes , Jg. 42 2009, Nr. 8, S. 882 – 886 -
Recursive Identification Algorithm for Parity Space Based Fault Detection Systems
7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, SAFEPROCESS 2009, 30.06.-03.07.2009, Barcelona, Spain,In: IFAC Proceedings Volumes , Jg. 42 2009, Nr. 8, S. 312 – 317 -
Residual generation an evaluation of networked control systems subject to random packet dropoutIn: Automatica: A journal of IFAC , Jg. 45 2009, Nr. 10, S. 2427 – 2434
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Robust Fuzzy Fault Detection for Non-Linear Stochastic Dynamic SystemsIn: The Open Automation and Control Systems Journal , Jg. 2 2009, Nr. 2, S. 45 – 53
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Subspace Based Identification of Diagnostic Observer for Wiener Systems
7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; SAFEPROCESS 2009 ; 30.06.-03.07.2009, Barcelona, Spain,In: IFAC Proceedings Volumes , Jg. 42 2009, Nr. 8, S. 318 – 323 -
Subspace method aided data-driven design of fault detection and isolation systemsIn: Journal of Process Control , Jg. 19 2009, Nr. 9, S. 1496 – 1510
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An integrated trade-off design of observer based fault detection systemsIn: Automatica: A journal of IFAC , Jg. 44 2008, Nr. 7, S. 1886 – 1894
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D-stable H8 Fault-tolerant Control for Delta Operator Systems with Actuator FailureIn: International Journal of Intelligent Information Technology Application , Jg. 1 2008, Nr. 2, S. 97 – 102
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AKL Networks for Industrial Analyzer Modeling and Fault Detection
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6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 29 August - 1 September 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 210 – 215 -
Fault detection of descriptor systems
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; SAFEPROCESS 2006 ; August 30–September 1, 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 378 – 383 -
Fault detection of networked control systems with limited communication
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; SAFEPROCESS 2006 ; August 30-September 1, 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 1074 – 1079 -
Fault estimation for nonlinear descriptor systems with lipschitz constraints via LMI approach
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes ; 29 August - 1 September 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 60 – 65 -
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Robust Fault Estimation for Vehicle Lateral Dynamic Systems
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 29 August - 1 September 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 1039 – 1043 -
Robust fault detection for uncertain Takagi-Sugeno fuzzy systems with parametric uncertainty and process disturbances
6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, 29 August - 1 September 2006, Beijing, China,In: IFAC Proceedings Volumes , Jg. 39 2006, Nr. 13, S. 741 – 746DOI (Open Access) -
Robust fuzzy fault detection for continuous-time nonlinear dynamic systems
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PMID Observer Design for Unknown Input Generalized Dynamical Systems
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Robust Fault Detection of Markovian Jump SystemsIn: Circuits, Systems, and Signal Processing , Jg. 23 2004, Nr. 5, S. 387 – 407
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