Steven X. Ding

According to our database1, Steven X. Ding authored at least 171 papers between 1994 and 2020.

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

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

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

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

Probability-Relevant Incipient Fault Detection and Diagnosis Methodology With Applications to Electric Drive Systems.
IEEE Trans. Contr. Sys. Techn., 2019

Fault Identifiability Analysis of Linear Discrete Time-Varying Systems.
IEEE Trans. on Circuits and Systems, 2019

Robust H Filtering for Two-Dimensional Uncertain Linear Discrete Time-Varying Systems: A Krein Space-Based Method.
IEEE Trans. Automat. Contr., 2019

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

Cost-sensitive large margin distribution machine for fault detection of wind turbines.
Cluster Computing, 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 Fault Estimation for 2-D Linear Discrete Time-Varying Systems Based on Krein Space Method.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2018

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

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

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

Fault Detection for Linear Discrete Time-Varying Systems With Multiplicative Noise: The Finite-Horizon Case.
IEEE Trans. on Circuits and Systems, 2018

A Data-Driven Computation Method for the Gap Metric and the Optimal Stability Margin.
IEEE Trans. Automat. Contr., 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.
CSSP, 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

2017
Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2017

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

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

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

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

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

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

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

Assessment of T2- and Q-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. Systems, Man, and Cybernetics: Systems, 2016

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

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

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

Online Monitoring System Design for Roll Eccentricity in Rolling Mills.
IEEE Trans. Industrial Electronics, 2016

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

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

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

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

Fuzzy-Model-Based Reliable Static Output Feedback ℋ Control of Nonlinear Hyperbolic PDE Systems.
IEEE Trans. Fuzzy Systems, 2016

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

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

Parameterization of Nonlinear Observer-Based Fault Detection Systems.
IEEE Trans. Automat. Contr., 2016

On ℋ Estimation of Randomly Occurring Faults for A Class of Nonlinear Time-Varying Systems With Fading Channels.
IEEE Trans. Automat. Contr., 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 Filter Design for a Class of Nonlinear Time-Varying Systems With Fading Channels and Multiplicative Noises.
IEEE Trans. Signal Processing, 2015

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

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

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

Real-Time Fault Diagnosis and Fault-Tolerant Control.
IEEE Trans. Industrial Electronics, 2015

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

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

Design and Implementation of Lifecycle Management for Industrial Control Applications.
IEEE Trans. Contr. Sys. Techn., 2015

Stability Investigation of an Idle Speed Control Loop for a Hybrid Electric Vehicle.
IEEE Trans. Contr. Sys. Techn., 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.
Journal of Intelligent and Fuzzy Systems, 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. Systems Science, 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. Industrial Electronics, 2014

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

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

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

An H Fault Estimation Scheme of Wireless Networked Control Systems for Industrial Real-Time Applications.
IEEE Trans. Contr. Sys. Techn., 2014

Fault detection filter design for discrete-time nonlinear systems - A mixed H_/H optimization.
Syst. Control. Lett., 2014

Distributed filtering with randomly occurring uncertainties over sensor networks: the channel fading case.
Int. J. General Systems, 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. Industrial Informatics, 2013

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

Finite-Horizon H Fault Estimation for Uncertain Linear Discrete Time-Varying Systems With Known Inputs.
IEEE Trans. on Circuits and Systems, 2013

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

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

Finite-horizon H fault estimation for linear discrete time-varying systems with delayed measurements.
Autom., 2013

H_/H 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 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 Systems, 2012

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

Active fault tolerant control for a class of linear time-delay systems in finite frequency domain.
Int. J. Systems Science, 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. Automat. Contr., 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.
Applied Mathematics and Computer Science, 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. Contr. Sys. Techn., 2010

On Designing H Fault Detection Filter for Linear Discrete Time-Varying Systems.
IEEE Trans. Automat. Contr., 2010

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

Remote fault detection system design with online channel reliability information.
Int. J. Systems Science, 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. Automat. Contr., 2009

A fault-tolerant control framework for a class of non-linear networked control systems.
Int. J. Systems Science, 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 European Control Conference, 2009

Threshold computation for robust fault detection in a class of continuous-time nonlinear systems.
Proceedings of the 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=Hinfinity 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 Processing, 2008

Fuzzy State/Disturbance Observer Design for T-S Fuzzy Systems With Application to Sensor Fault Estimation.
IEEE Trans. Systems, Man, and Cybernetics, 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).
Automatisierungstechnik, 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 Processing, 2007

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

Observer-Based Fast Rate Fault Detection for a Class of Multirate Sampled-Data Systems.
IEEE Trans. Automat. Contr., 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 H2 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.
Automatisierungstechnik, 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

2005
Fault detection of linear discrete-time periodic systems.
IEEE Trans. Automat. Contr., 2005

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

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

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