Steven X. Ding

Orcid: 0000-0002-5149-5918

Affiliations:
  • University of Duisburg-Essen, Germany


According to our database1, Steven X. Ding authored at least 301 papers between 1994 and 2024.

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Bibliography

2024
Optimal Strictly Stealthy Attack Design on Cyber-Physical Systems: A Data-Driven Approach.
IEEE Trans. Cybern., October, 2024

SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems.
IEEE Trans. Ind. Electron., September, 2024

Bearing Fault Diagnosis With Incomplete Training Data: Fault Data With Partial Diameters.
IEEE Trans Autom. Sci. Eng., July, 2024

Transferable Deep Slow Feature Network With Target Feature Attention for Few-Shot Time-Series Prediction.
IEEE Trans. Ind. Informatics, May, 2024

Unified Solutions to Optimal Fuzzy Observer-Based Fault Detection for Discrete-Time Nonlinear Systems.
IEEE Trans. Fuzzy Syst., April, 2024

Ein alternatives, datenbasiertes FDI-Framework basierend auf SPD-Matrizen.
Autom., April, 2024

Global Distributed Fault-Tolerant Consensus Control of Nonlinear Delayed Multiagent Systems With Hybrid Faults.
IEEE Trans. Autom. Control., March, 2024

Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Ind. Informatics, February, 2024

Sampled-Data-Based Distributed Output Feedback Leader-Following Consensus for Time-Delay Multiagent Systems.
IEEE Trans. Autom. Control., January, 2024

Fault Diagnosis for Parallel Lithium-Ion Battery Packs With Main Current Sensor Fault and Internal Resistance Fault.
IEEE Trans. Instrum. Meas., 2024

Deep Mixed Domain Generalization Network for Intelligent Fault Diagnosis Under Unseen Conditions.
IEEE Trans. Ind. Electron., 2024

Causal intervention graph neural network for fault diagnosis of complex industrial processes.
Reliab. Eng. Syst. Saf., 2024

Information-based Gradient enhanced Causal Learning Graph Neural Network for fault diagnosis of complex industrial processes.
Reliab. Eng. Syst. Saf., 2024

Recursive state estimation for two-dimensional systems over decode-and-forward relay channels: A local minimum-variance approach.
Inf. Sci., 2024

Event-triggered quasi-time-varying H∞ filtering for switched systems via multiple trigger-dependent Lyapunov functionals.
Inf. Sci., 2024

Recursive filtering for two-dimensional systems with amplify-and-forward relays: Handling degraded measurements and dynamic biases.
Inf. Fusion, 2024

Canonical Correlation Guided Deep Neural Network.
CoRR, 2024

The system dynamics analysis, resilient and fault-tolerant control for cyber-physical systems.
CoRR, 2024

2023
Output-Constrained Consensus Tracking for High-Order Nonlinear Multiagent Systems Under Switching Networks.
IEEE Trans. Syst. Man Cybern. Syst., December, 2023

Curriculum-Based Deep Reinforcement Learning for Quantum Control.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Nitrogen Oxides Concentration Estimation of Diesel Engines Based on a Sparse Nonstationary Trigonometric Gaussian Process Regression With Maximizing the Composite Likelihood.
IEEE Trans. Ind. Electron., November, 2023

Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst., September, 2023

Domain Knowledge Distillation and Supervised Contrastive Learning for Industrial Process Monitoring.
IEEE Trans. Ind. Electron., September, 2023

PLC-Informed Distributed Game Theoretic Learning of Energy-Optimal Production Policies.
IEEE Trans. Cybern., September, 2023

From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information.
IEEE Trans. Autom. Control., September, 2023

Gradient Monitored Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Distributed Output-Feedback Bipartite Consensus for Stochastic Nonlinear Multiagent Systems Under Directed Switching Networks.
IEEE Trans. Syst. Man Cybern. Syst., May, 2023

Semisupervised Contrastive Memory Network for Industrial Process Working Condition Monitoring.
IEEE Trans. Instrum. Meas., 2023

Distributed Adaptive Leader-Following Consensus for Nonlinear Multiagent Systems With Actuator Failures Under Directed Switching Graphs.
IEEE Trans. Cybern., 2023

PINN-based viscosity solution of HJB equation.
CoRR, 2023

A study on fault diagnosis in nonlinear dynamic systems with uncertainties.
CoRR, 2023

Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems.
CoRR, 2023

Distributed Sensor FD for Sensor Networks.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

2022
Event-Triggered Parity Space Approach to Fault Detection for Linear Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Hierarchical Structure-Based Fault-Tolerant Tracking Control of Multiple 3-DOF Laboratory Helicopters.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme.
IEEE Trans. Signal Inf. Process. over Networks, 2022

A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods.
IEEE Trans. Neural Networks Learn. Syst., 2022

Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives.
IEEE Trans. Intell. Transp. Syst., 2022

An Integrated Design Scheme for SKR-Based Data-Driven Dynamic Fault Detection Systems.
IEEE Trans. Ind. Informatics, 2022

Multivariate Relevance Vector Regression Based Degradation Modeling and Remaining Useful Life Prediction.
IEEE Trans. Ind. Electron., 2022

A Residual-Generator-Based Plug-and-Play Control Scheme Toward Enhancing Power Quality in AC Microgrids.
IEEE Trans. Ind. Electron., 2022

Optimal Observer-Based Fault Detection and Estimation Approaches for T-S Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2022

Robust Asymptotic Fault Estimation of Discrete-Time Interconnected Systems With Sensor Faults.
IEEE Trans. Cybern., 2022

Extended Relevance Vector Machine-Based Remaining Useful Life Prediction for DC-Link Capacitor in High-Speed Train.
IEEE Trans. Cybern., 2022

Distributed Self-Optimization of Modular Production Units: A State-Based Potential Game Approach.
IEEE Trans. Cybern., 2022

An Asynchronized Observer Based Fault Detection Approach for Uncertain Switching Systems With Mode Estimation.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Fixed-Time Formation Tracking for Heterogeneous Multiagent Systems Under Actuator Faults and Directed Topologies.
IEEE Trans. Aerosp. Electron. Syst., 2022

A Reconfiguration-Based Fault-Tolerant Control Method for Nonlinear Uncertain Systems.
IEEE Trans. Autom. Control., 2022

Fault-Tolerant Coherent $H^\infty$ Control for Linear Quantum Systems.
IEEE Trans. Autom. Control., 2022

Reinforcement Learning-Aided Performance-Driven Fault-Tolerant Control of Feedback Control Systems.
IEEE Trans. Autom. Control., 2022

A note on diagnosis and performance degradation detection in automatic control systems towards functional safety and cyber security.
Secur. Saf., 2022

Weighted quantile discrepancy-based deep domain adaptation network for intelligent fault diagnosis.
Knowl. Based Syst., 2022

Neural logic rule layers.
Inf. Sci., 2022

Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems.
CoRR, 2022

An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods.
CoRR, 2022

Performance guaranteed attack reconstruction for cyber-physical systems: A new intermediate estimator-based framework.
Autom., 2022

A Krein space-based approach to event-triggered H∞ filtering for linear discrete time-varying systems.
Autom., 2022

Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems.
Autom., 2022

Adopting attention-mechanisms for Neural Logic Rule Layers.
Autom., 2022

Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation.
IEEE Access, 2022

Similarity Constrained Conditional Generative Auto-encoder with Generalized Dilated Networks.
Proceedings of the Pattern Recognition Applications and Methods, 2022

2021
Parity Space Vector Machine Approach to Robust Fault Detection for Linear Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Gaussian Process Regression With Maximizing the Composite Conditional Likelihood.
IEEE Trans. Instrum. Meas., 2021

Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision.
IEEE Trans. Ind. Informatics, 2021

A Sparse Nonstationary Trigonometric Gaussian Process Regression and Its Application on Nitrogen Oxide Prediction of the Diesel Engine.
IEEE Trans. Ind. Informatics, 2021

A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method With Application to Networked Multiaxis Motion Control System.
IEEE Trans. Ind. Electron., 2021

A Real-Time Performance Recovery Framework for Vision-Based Control Systems.
IEEE Trans. Ind. Electron., 2021

A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection.
IEEE Trans. Ind. Electron., 2021

Performance-Based Fault Detection and Fault-Tolerant Control for Nonlinear Systems With T-S Fuzzy Implementation.
IEEE Trans. Cybern., 2021

Design of a Discrete-Time Fault-Tolerant Quantum Filter and Fault Detector.
IEEE Trans. Cybern., 2021

Performance Degradation Monitoring and Recovery of Vision-Based Control Systems.
IEEE Trans. Control. Syst. Technol., 2021

Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

Complex System Monitoring Based on Distributed Least Squares Method.
IEEE Trans Autom. Sci. Eng., 2021

Deep Convolutional Clustering-Based Time Series Anomaly Detection.
Sensors, 2021

Robust finite-time cooperative formation control of UGV-UAV with model uncertainties and actuator faults.
J. Frankl. Inst., 2021

A Broad Learning Aided Data-Driven Framework of Fast Fault Diagnosis for High-Speed Trains.
IEEE Intell. Transp. Syst. Mag., 2021

A Sequence-to-Sequence Approach for Remaining Useful Lifetime Estimation Using Attention-augmented Bidirectional LSTM.
Intell. Syst. Appl., 2021

Generalized dilation convolutional neural networks for remaining useful lifetime estimation.
Neurocomputing, 2021

Graph neural network-based fault diagnosis: a review.
CoRR, 2021

Decentralized learning of energy optimal production policies using PLC-informed reinforcement learning.
Comput. Chem. Eng., 2021

Distributionally robust fault detection design and assessment for dynamical systems.
Autom., 2021

A Fault-Tolerant Control Approach Based on Image Processing Applied to Three-Tank System.
IEEE Access, 2021

2020
Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Control Performance-Based Fault-Tolerant Control Strategy for Singular Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2020

An Optimal Data-Driven Approach to Distribution Independent Fault Detection.
IEEE Trans. Ind. Informatics, 2020

Performance-Based Fault-Tolerant Control Approaches For Industrial Processes With Multiplicative Faults.
IEEE Trans. Ind. Informatics, 2020

Performance Supervised Fault Detection Schemes for Industrial Feedback Control Systems and their Data-Driven Implementation.
IEEE Trans. Ind. Informatics, 2020

A Correlation-Based Distributed Fault Detection Method and Its Application to a Hot Tandem Rolling Mill Process.
IEEE Trans. Ind. Electron., 2020

Optimal Detection Schemes for Multiplicative Faults in Uncertain Systems With Application to Rolling Mill Processes.
IEEE Trans. Control. Syst. Technol., 2020

A Novel Approach to State and Unknown Input Estimation for Takagi-Sugeno Fuzzy Models With Applications to Fault Detection.
IEEE Trans. Circuits Syst. I Regul. Pap., 2020

An $H_{i}/H_{\infty }$ Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems.
IEEE Trans. Autom. Control., 2020

Design of a Quantum Projection Filter.
IEEE Trans. Autom. Control., 2020

Fault-tolerant Coherent H-infinity Control for Linear Quantum Systems.
CoRR, 2020

Optimal state and fault estimation for two-dimensional discrete systems.
Autom., 2020

Data-driven design of fault-tolerant control systems based on recursive stable image representation.
Autom., 2020

Gap metric techniques and their application to fault detection performance analysis and fault isolation schemes.
Autom., 2020

A Data-Driven Fault Detection Scheme for Complex Industrial Systems Using Riemannian Metric and Randomized Algorithms.
Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020

Data-based control of Peristaltic Sortation Machines using Discrete Element Method.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Fault detection sensitivity of T<sup>2</sup> and MEWMA Control Charts by using local grouping of variables.
Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

Permutation Learning in Convolutional Neural Networks for Time-Series Analysis.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

How to get a Parcel surfing.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2020

2019
A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring.
IEEE Trans. Ind. Informatics, 2019

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.
IEEE Trans. Control. Syst. Technol., 2019

Fault Identifiability Analysis of Linear Discrete Time-Varying Systems.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Robust H<sub>∞</sub> Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems: A Krein Space-Based Method.
IEEE Trans. Autom. Control., 2019

Existence and design of observers for two-dimensional linear systems with multiple channel faults.
Multidimens. Syst. Signal Process., 2019

Actor-Critic Reinforcement Learning for Energy Optimization in Hybrid production Environments.
Int. J. Comput., 2019

Cost-sensitive large margin distribution machine for fault detection of wind turbines.
Clust. Comput., 2019

On robust Kalman filter for two-dimensional uncertain linear discrete time-varying systems: A least squares method.
Autom., 2019

Performance-based fault detection and fault-tolerant control for automatic control systems.
Autom., 2019

Application of randomized algorithms to assessment and design of observer-based fault detection systems.
Autom., 2019

Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems.
IEEE Access, 2019

Potential Game based Distributed Optimization of Modular Production Units.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
H<sub>∞</sub> Fault Estimation for 2-D Linear Discrete Time-Varying Systems Based on Krein Space Method.
IEEE Trans. Syst. Man Cybern. Syst., 2018

Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms.
IEEE Trans. Ind. Electron., 2018

A Fault Detection Approach for Nonlinear Systems Based on Data-Driven Realizations of Fuzzy Kernel Representations.
IEEE Trans. Fuzzy Syst., 2018

Diagnostic Observer Design for T-S Fuzzy Systems: Application to Real-Time-Weighted Fault-Detection Approach.
IEEE Trans. Fuzzy Syst., 2018

Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise: The Finite-Horizon Case.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A Data-Driven Computation Method for the Gap Metric and the Optimal Stability Margin.
IEEE Trans. Autom. Control., 2018

Krein-space based robust H∞ fault estimation for two-dimensional uncertain linear discrete time-varying systems.
Syst. Control. Lett., 2018

Observer-based fault detection for uncertain nonlinear systems.
J. Frankl. Inst., 2018

Continuous fixed-time convergent regulator for dynamic systems with unbounded disturbances.
J. Frankl. Inst., 2018

A survey on model-based fault diagnosis for linear discrete time-varying systems.
Neurocomputing, 2018

Robust Fault Detection for Observer-Based Feedback Control Systems.
Circuits Syst. Signal Process., 2018

Design of robust fuzzy fault detection filter for polynomial fuzzy systems with new finite frequency specifications.
Autom., 2018

State estimation for stochastic discrete-time systems with multiplicative noises and unknown inputs over fading channels.
Appl. Math. Comput., 2018

A Fault Detection and Health Monitoring Scheme for Ship Propulsion Systems Using SVM Technique.
IEEE Access, 2018

On-line Energy Optimization of Hybrid Production Systems Using Actor-Critic Reinforcement Learning.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Self Learning in Flexible Manufacturing Units: A Reinforcement Learning Approach.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Closed Loop Fault Detectability Based on a Gap-Metric.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017
Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A Probabilistic Approach to Robust Fault Detection for a Class of Nonlinear Systems.
IEEE Trans. Ind. Electron., 2017

Real-Time Optimization of Automatic Control Systems With Application to BLDC Motor Test Rig.
IEEE Trans. Ind. Electron., 2017

Data-Driven Distributed Local Fault Detection for Large-Scale Processes Based on the GA-Regularized Canonical Correlation Analysis.
IEEE Trans. Ind. Electron., 2017

PLC-Based Real-Time Realization of Flatness-Based Feedforward Control for Industrial Compression Systems.
IEEE Trans. Ind. Electron., 2017

Real-Time Fault Detection Approach for Nonlinear Systems and its Asynchronous T-S Fuzzy Observer-Based Implementation.
IEEE Trans. Cybern., 2017

Unbiased Minimum Variance Fault and State Estimation for Linear Discrete Time-Varying Two-Dimensional Systems.
IEEE Trans. Autom. Control., 2017

Satisfactory fault tolerant control with soft-constraint for discrete time-varying systems: numerical recursive approach.
J. Frankl. Inst., 2017

Assessment of <i>T</i><sup>2</sup>- and <i>Q</i>-statistics for detecting additive and multiplicative faults in multivariate statistical process monitoring.
J. Frankl. Inst., 2017

Special issue on recent advances on control and diagnosis via process measurements.
J. Frankl. Inst., 2017

An alternative data-driven fault detection scheme for dynamic processes with deterministic disturbances.
J. Frankl. Inst., 2017

An optimal fault detection approach for piecewise affine systems via diagnostic observers.
Autom., 2017

Data Mining and Analytics in the Process Industry: The Role of Machine Learning.
IEEE Access, 2017

Self-optimization of energy consumption in complex bulk good processes using reinforcement learning.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

An application of reinforcement learning algorithms to industrial multi-robot stations for cooperative handling operation.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

Adaptive and iterative residual generator design for PnP process monitoring and control system.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Control performance based fault detection for nonlinear systems.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Optimal Design of Residual-Driven Dynamic Compensator Using Iterative Algorithms With Guaranteed Convergence.
IEEE Trans. Syst. Man Cybern. Syst., 2016

A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System.
IEEE Trans. Ind. Electron., 2016

Diagnosis and Prognosis for Complicated Industrial Systems - Part II.
IEEE Trans. Ind. Electron., 2016

Diagnosis and Prognosis for Complicated Industrial Systems - Part I.
IEEE Trans. Ind. Electron., 2016

Online Monitoring System Design for Roll Eccentricity in Rolling Mills.
IEEE Trans. Ind. Electron., 2016

Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey.
IEEE Trans. Ind. Electron., 2016

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data.
IEEE Trans. Ind. Electron., 2016

Bayesian Fault Diagnosis With Asynchronous Measurements and Its Application in Networked Distributed Monitoring.
IEEE Trans. Ind. Electron., 2016

An Adaptive, Advanced Control Strategy for KPI-Based Optimization of Industrial Processes.
IEEE Trans. Ind. Electron., 2016

Fuzzy-Model-Based Reliable Static Output Feedback ℋ<sub>∞</sub> Control of Nonlinear Hyperbolic PDE Systems.
IEEE Trans. Fuzzy Syst., 2016

Weighted Fuzzy Observer-Based Fault Detection Approach for Discrete-Time Nonlinear Systems via Piecewise-Fuzzy Lyapunov Functions.
IEEE Trans. Fuzzy Syst., 2016

A New Scheme of Fault Detection for Linear Discrete Time-Varying Systems.
IEEE Trans. Autom. Control., 2016

Parameterization of Nonlinear Observer-Based Fault Detection Systems.
IEEE Trans. Autom. Control., 2016

On ℋ<sub>∞</sub> Estimation of Randomly Occurring Faults for A Class of Nonlinear Time-Varying Systems With Fading Channels.
IEEE Trans. Autom. Control., 2016

Optimal fault detection design via iterative estimation methods for industrial control systems.
J. Frankl. Inst., 2016

Robust fuzzy observer-based fault detection for nonlinear systems with disturbances.
Neurocomputing, 2016

Estimating the unknown time delay in chemical processes.
Eng. Appl. Artif. Intell., 2016

A brief survey of different statistics for detecting multiplicative faults in multivariate statistical process monitoring.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Continuous fixed-time control for cart inverted pendulum stabilization.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Robust Fault Diagnosis and Control.
Proceedings of the Encyclopedia of Systems and Control, 2015

Event-Based H<sub>∞</sub> Filter Design for a Class of Nonlinear Time-Varying Systems With Fading Channels and Multiplicative Noises.
IEEE Trans. Signal Process., 2015

A Control-Theoretic Study on Runge-Kutta Methods With Application to Real-Time Fault-Tolerant Control of Nonlinear Systems.
IEEE Trans. Ind. Electron., 2015

A New Soft-Sensor-Based Process Monitoring Scheme Incorporating Infrequent KPI Measurements.
IEEE Trans. Ind. Electron., 2015

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings.
IEEE Trans. Ind. Electron., 2015

Real-Time Fault Diagnosis and Fault-Tolerant Control.
IEEE Trans. Ind. Electron., 2015

A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches.
IEEE Trans. Ind. Electron., 2015

A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches.
IEEE Trans. Ind. Electron., 2015

Design and Implementation of Lifecycle Management for Industrial Control Applications.
IEEE Trans. Control. Syst. Technol., 2015

Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric Vehicle.
IEEE Trans. Control. Syst. Technol., 2015

On observer-based fault detection for nonlinear systems.
Syst. Control. Lett., 2015

Reliable fuzzy output feedback control of nonlinear parabolic distributed parameter systems with sensor faults.
J. Intell. Fuzzy Syst., 2015

A nonhomogeneous super-twisting algorithm for systems of relative degree more than one.
J. Frankl. Inst., 2015

On fault-tolerant control configurations for a class of nonlinear systems.
J. Frankl. Inst., 2015

Detecting scalar intermittent faults in linear stochastic dynamic systems.
Int. J. Syst. Sci., 2015

Parity space-based fault detection for linear discrete time-varying systems with unknown input.
Autom., 2015

Finite-horizon reliable control with randomly occurring uncertainties and nonlinearities subject to output quantization.
Autom., 2015

2014
Data-Driven Design and Optimization of Feedback Control Systems for Industrial Applications.
IEEE Trans. Ind. Electron., 2014

Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization.
IEEE Trans. Ind. Electron., 2014

A Review on Basic Data-Driven Approaches for Industrial Process Monitoring.
IEEE Trans. Ind. Electron., 2014

Quality-Related Fault Detection in Industrial Multimode Dynamic Processes.
IEEE Trans. Ind. Electron., 2014

An H<sub>∞</sub> Fault Estimation Scheme of Wireless Networked Control Systems for Industrial Real-Time Applications.
IEEE Trans. Control. Syst. Technol., 2014

Fault detection filter design for discrete-time nonlinear systems - A mixed H<sub>_</sub>/H<sub>∞</sub> optimization.
Syst. Control. Lett., 2014

Distributed filtering with randomly occurring uncertainties over sensor networks: the channel fading case.
Int. J. Gen. Syst., 2014

A fault detection scheme for linear discrete-time systems with an integrated online performance evaluation.
Int. J. Control, 2014

Finite-horizon estimation of randomly occurring faults for a class of nonlinear time-varying systems.
Autom., 2014

Data-driven realizations of kernel and image representations and their application to fault detection and control system design.
Autom., 2014

A data-driven fault detection approach for static processes with deterministic disturbances.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

A data-based performance management framework for large-scale industrial processes.
Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2013
A Novel Scheme for Key Performance Indicator Prediction and Diagnosis With Application to an Industrial Hot Strip Mill.
IEEE Trans. Ind. Informatics, 2013

An Integrated Design Framework of Fault-Tolerant Wireless Networked Control Systems for Industrial Automatic Control Applications.
IEEE Trans. Ind. Informatics, 2013

Finite-Horizon H<sub>∞</sub> Fault Estimation for Uncertain Linear Discrete Time-Varying Systems With Known Inputs.
IEEE Trans. Circuits Syst. II Express Briefs, 2013

A projection-based method of fault detection for linear discrete time-varying systems.
Int. J. Syst. Sci., 2013

Data-driven monitoring for stochastic systems and its application on batch process.
Int. J. Syst. Sci., 2013

Finite-horizon H<sub>∞</sub> fault estimation for linear discrete time-varying systems with delayed measurements.
Autom., 2013

H_/H<sub>∞</sub> fault detection filter design for discrete-time Takagi-Sugeno fuzzy system.
Autom., 2013

Control performance index minimal tuning of set-point weighted PID-controllers for LTI plants based on convex optimisation.
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

Quadratic optimal fault tolerant control on wireless networked control system.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

A data-driven approach for sensor fault diagnosis in gearbox of wind energy conversion system.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

A KPI-related multiplicative fault diagnosis scheme for industrial processes.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

Integrated fault detection in multiple switched systems.
Proceedings of the 12th European Control Conference, 2013

A novel mid-ranging approach for idle speed control of a hybrid electric powertrain.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Optimal performance tuning of a PI-controller for an integrator plant with uncertain parameters as a convex optimisation problem.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Data-driven design of KPI-related fault-tolerant control system for wind turbines.
Proceedings of the American Control Conference, 2013

A convex optimisation based approach to PI-controller tuning for time invariant integrator and low order lag plus delay plants.
Proceedings of the IEEE International Conference on Control Applications, 2013

2012
Decentralized Networked Control System Design Using T-S Fuzzy Approach.
IEEE Trans. Fuzzy Syst., 2012

A Lifting Based Approach to Observer Based Fault Detection of Linear Periodic Systems.
IEEE Trans. Autom. Control., 2012

Active fault tolerant control for a class of linear time-delay systems in finite frequency domain.
Int. J. Syst. Sci., 2012

A control-theoretic study on iterative solutions to nonlinear equations for applications in embedded systems.
Autom., 2012

Robust controller design for uncertain multiple-delay systems with unknown actuator parameters.
Autom., 2012

Data-driven quality monitoring and fault detection for multimode nonlinear processes.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Fault detection for switched systems based on a deterministic method.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Fault detection scheme for discrete-time Markov jump linear systems with mode-independent residual.
Proceedings of the IEEE International Conference on Control Applications, 2012

A differential flatness based model predictive control approach.
Proceedings of the IEEE International Conference on Control Applications, 2012

2011
Model Following Controller Design for Large-Scale Systems With Time-Delay Interconnections and Multiple Dead-Zone Inputs.
IEEE Trans. Autom. Control., 2011

Optimal residual evaluation for nonlinear systems using post-filter and threshold.
Int. J. Control, 2011

Subspace aided data-driven design of robust fault detection and isolation systems.
Autom., 2011

Integrated Design of Observer Based Fault Detection for a Class of Uncertain Nonlinear Systems.
Int. J. Appl. Math. Comput. Sci., 2011

A fault detection scheme for discrete-time Markov jump linear systems.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

An approach to data-driven design of feedback control systems with embedded residual generation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Robust fault detection filter design for uncertain switched systems with adaptive threshold setting.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Feedback Control Structures, Embedded Residual Signals, and Feedback Control Schemes With an Integrated Residual Access.
IEEE Trans. Control. Syst. Technol., 2010

On Designing H<sub>∞</sub> Fault Detection Filter for Linear Discrete Time-Varying Systems.
IEEE Trans. Autom. Control., 2010

Parity Space-Based Fault Estimation for Linear Discrete Time-Varying Systems.
IEEE Trans. Autom. Control., 2010

Remote fault detection system design with online channel reliability information.
Int. J. Syst. Sci., 2010

Optimal fault detection for linear discrete time-varying systems.
Autom., 2010

2009
Influence of Sampling Period on a Class of Optimal Fault-Detection Performance.
IEEE Trans. Autom. Control., 2009

A fault-tolerant control framework for a class of non-linear networked control systems.
Int. J. Syst. Sci., 2009

Fault detection of networked control systems with limited communication.
Int. J. Control, 2009

Residual generation and evaluation of networked control systems subject to random packet dropout.
Autom., 2009

Integrated design of feedback controllers and fault detectors.
Annu. Rev. Control., 2009

A performance indices based self-tuning approach to the calibration of the 2DOF structured control loops in SI-engines.
Proceedings of the 10th European Control Conference, 2009

Threshold computation for robust fault detection in a class of continuous-time nonlinear systems.
Proceedings of the 10th European Control Conference, 2009

A parity space approach to fault detection for networked control system via optimal measurement selection.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Optimal Hi=H<sub>infinity</sub> fault detection filter design: An iterative LMI approach.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

On optimal Fault Detection of nonlinear systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
A New Fault Detection Scheme for Networked Control Systems Subject to Uncertain Time-Varying Delay.
IEEE Trans. Signal Process., 2008

Fuzzy State/Disturbance Observer Design for T-S Fuzzy Systems With Application to Sensor Fault Estimation.
IEEE Trans. Syst. Man Cybern. Part B, 2008

An integrated trade-off design of observer based fault detection systems.
Autom., 2008

Networked Fault Detection Systems with Noisy Data Transmission (Vernetzte Fehlerdetektionssysteme mit verrauschter Datenübertragung).
Autom., 2008

Integrated design of an observer-based fault detection system over unreliable digital channels.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

2007
State and Disturbance Estimator for Time-Delay Systems With Application to Fault Estimation and Signal Compensation.
IEEE Trans. Signal Process., 2007

Fault Detection for Uncertain Fuzzy Systems: An LMI Approach.
IEEE Trans. Fuzzy Syst., 2007

Observer-Based Fast Rate Fault Detection for a Class of Multirate Sampled-Data Systems.
IEEE Trans. Autom. Control., 2007

A model-free approach to fault detection of continuous-time systems based on time domain data.
Int. J. Autom. Comput., 2007

Parity relation based fault estimation for nonlinear systems: An LMI approach.
Int. J. Autom. Comput., 2007

A Generic Strategy for Fault-Tolerance in Control Systems Distributed Over a Network.
Eur. J. Control, 2007

Disturbance decoupling in fault detection of linear periodic systems.
Autom., 2007

Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems.
Autom., 2007

Adaptive and Cooperative Sampling in Networked Control Systems.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007

Fault detection over noisy wireless channels.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

On monotonicity of a class of optimal fault detection performance versus sampling period.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

2006
On the relationship between parity space and H<sub>2</sub> approaches to fault detection.
Syst. Control. Lett., 2006

Obituary of Paul Franke.
Eur. J. Control, 2006

Abschied von Prof. em. Dr.-Ing. Dr. h.c. mult. Paul M. Frank.
Autom., 2006

Soft Analyzer Modeling for Dearomatization Unit Using KPCR with Online Eigenspace Decomposition.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Adaptive Kernel Leaning Networks with Application to Nonlinear System Identification.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

Parity based fault estimation for nonlinear systems: an LMI approach.
Proceedings of the American Control Conference, 2006

Delay dependent fault estimation for uncertain time delay nonlinear systems: an LMI approach.
Proceedings of the American Control Conference, 2006

2005
Fault detection of linear discrete-time periodic systems.
IEEE Trans. Autom. Control., 2005

Fault tolerant monitoring of vehicle lateral dynamics stabilization systems.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Fault detection of uncertain systems based on probabilistic robustness theory.
Proceedings of the American Control Conference, 2005

Fault Tolerant Measurement and Monitoring of a Nonlinear Two-Tank System.
Proceedings of the Intelligent Control, 2005

A Model-Free Approach to Fault Detection of Periodic Systems.
Proceedings of the Intelligent Control, 2005

A Simple Fault Detection Scheme for Nonlinear Systems.
Proceedings of the Intelligent Control, 2005

2004
A new parity space approach for fault detection based on stationary wavelet transform.
IEEE Trans. Autom. Control., 2004

Fault detection of networked control systems with network-induced delay.
Proceedings of the 8th International Conference on Control, 2004

2003
An LMI approach to design robust fault detection filter for uncertain LTI systems.
Autom., 2003

A frequency domain approach to fault detection in sampled-data systems.
Autom., 2003

Fault detection in uncertain linear continuous-time periodic systems.
Proceedings of the 7th European Control Conference, 2003

Dynamic functional - Link neural networks genetically evolved applied to fault diagnosis.
Proceedings of the 7th European Control Conference, 2003

Multiobjective design of fault detection filters.
Proceedings of the 7th European Control Conference, 2003

Fault detection filter design for LTI system with time delays.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Application of probabilistic robustness technique to the fault detection system design.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Threshold calculation using LMI-technique and its integration in the design of fault detection systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

An FD approach for multirate sampled-data systems in the frequency domain.
Proceedings of the American Control Conference, 2003

A new fault detection approach based on parity relation and stationary wavelet transform.
Proceedings of the American Control Conference, 2003

Study on detecting multiplicative faults in linear dynamic systems.
Proceedings of the American Control Conference, 2003

2002
Integrated design of fault detection systems in time-frequency domain.
IEEE Trans. Autom. Control., 2002

An approach to the detection of multiplicative faults in uncertain dynamic systems.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

An H<sub>∞</sub> approach to fault detection for sampled-data systems.
Proceedings of the American Control Conference, 2002

2001
Fault detection approaches for multirate-output sampled-data system with time delays.
Proceedings of the 6th European Control Conference, 2001

Studies on model-based fault isolation methods for LTI processes and some new results.
Proceedings of the 6th European Control Conference, 2001

An LMI approach to robust fault detection filter design for discrete-time systems with model uncertainty.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001

An FDI approach for sampled-data systems.
Proceedings of the American Control Conference, 2001

An LMI approach to the design of fault detection filter for time-delay LTI systems with unknown inputs.
Proceedings of the American Control Conference, 2001

2000
A time-frequency domain fault detection approach based on parity relation and wavelet transform.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Fault detection system design based on a new trade-off strategy.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999
A characterization of parity space and its application to robust fault detection.
IEEE Trans. Autom. Control., 1999

Application of observer based FDI schemes to the three tank system.
Proceedings of the 5th European Control Conference, 1999

1998
Discussion on: 'Fault Detection and Isolation for State Affine Systems' by H. Hammouri, M. Kinnaert and H. EI Yaagoubi.
Eur. J. Control, 1998

1994
Parameterization of linear observers and its application to observer design.
IEEE Trans. Autom. Control., 1994

Control of hydraulic rotary multi-motor systems based on bilinearization.
Autom., 1994

Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis.
Autom., 1994


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