T–S Fuzzy-Affine-Model-Based Reliable Output Feedback Control of Nonlinear Systems with Actuator Faults

This article presents a singular system approach to the reliable $$\mathscr {H}_{\infty }$$H∞ static output feedback (SOF) control for continuous-time nonlinear systems with Markovian jumping actuator faults. The approximation of nonlinear plants is carried out in a Takagi–Sugeno fuzzy-affine (FA) environment, and the Markov chain is adopted to characterize the actuator failure phenomenon. Specifically, by utilizing a singular model transformation strategy, the traditional closed-loop system is converted into a singular FA system. With the construction of a mode-dependent Lyapunov function, and invoking S-procedure and some convexifying techniques, the reliable piecewise SOF controller design is then carried out for the underlying systems via a convex program. An illustrative example is finally given to show the efficacy of the developed method.

[1]  Jianbin Qiu,et al.  Fixed-Order Piecewise-Affine Output Feedback Controller for Fuzzy-Affine-Model-Based Nonlinear Systems With Time-Varying Delay , 2017, IEEE Transactions on Circuits and Systems I: Regular Papers.

[2]  Huijun Gao,et al.  Aggregation and Charging Control of PHEVs in Smart Grid: A Cyber–Physical Perspective , 2016, Proceedings of the IEEE.

[3]  Huai-Ning Wu,et al.  Reliable Robust H∞ Fuzzy Control for Uncertain Nonlinear Systems With Markovian Jumping Actuator Faults , 2007 .

[4]  Jianbin Qiu,et al.  A Novel Approach to Reliable Output Feedback Control of Fuzzy-Affine Systems With Time Delays and Sensor Faults , 2017, IEEE Transactions on Fuzzy Systems.

[5]  Yong Zhang,et al.  Weighted Fuzzy Observer-Based Fault Detection Approach for Discrete-Time Nonlinear Systems via Piecewise-Fuzzy Lyapunov Functions , 2016, IEEE Transactions on Fuzzy Systems.

[6]  Hak-Keung Lam,et al.  Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems With Mismatched Premise Membership Functions , 2014, IEEE Transactions on Fuzzy Systems.

[7]  Gang Feng,et al.  Stability analysis of discrete-time fuzzy dynamic systems based on piecewise Lyapunov functions , 2004, IEEE Trans. Fuzzy Syst..

[8]  Jianbin Qiu,et al.  A Novel Approach to Reliable Control of Piecewise Affine Systems With Actuator Faults , 2017, IEEE Transactions on Circuits and Systems II: Express Briefs.

[9]  Tongwen Chen,et al.  2-Norm Based Recursive Design of Transmultiplexers with Designable Filter Length , 2006 .

[10]  Huai-Ning Wu,et al.  Reliable$rm H_infty $Fuzzy Control for Continuous-Time Nonlinear Systems With Actuator Failures , 2006, IEEE Transactions on Fuzzy Systems.

[11]  Ahmed El Hajjaji,et al.  Observer-Based Robust $H_{\infty }$ Reliable Control for Uncertain T–S Fuzzy Systems With State Time Delay , 2010, IEEE Transactions on Fuzzy Systems.

[12]  Hamid Reza Karimi,et al.  Reliable Output Feedback Control of Discrete-Time Fuzzy Affine Systems With Actuator Faults , 2017, IEEE Transactions on Circuits and Systems I: Regular Papers.

[13]  Jianbin Qiu,et al.  Approaches to T–S Fuzzy-Affine-Model-Based Reliable Output Feedback Control for Nonlinear Itô Stochastic Systems , 2017, IEEE Transactions on Fuzzy Systems.

[14]  James Lam,et al.  An augmented system approach to static output‐feedback stabilization with ℋ︁∞ performance for continuous‐time plants , 2009 .

[15]  Gang Feng,et al.  Piecewise H/sub /spl infin// controller design of discrete time fuzzy systems , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[16]  Jianbin Qiu,et al.  Observer-Based Piecewise Affine Output Feedback Controller Synthesis of Continuous-Time T–S Fuzzy Affine Dynamic Systems Using Quantized Measurements , 2012, IEEE Transactions on Fuzzy Systems.

[17]  Thierry-Marie Guerra,et al.  LMI-based relaxed nonquadratic stabilization conditions for nonlinear systems in the Takagi-Sugeno's form , 2004, Autom..

[18]  Karl-Erik Årzén,et al.  Piecewise quadratic stability of fuzzy systems , 1999, IEEE Trans. Fuzzy Syst..

[19]  Ji Huang,et al.  Robust Tracking Control of Networked Control Systems: Application to a Networked DC Motor , 2013, IEEE Transactions on Industrial Electronics.

[20]  Yajuan Liu,et al.  Stability and Stabilization of Takagi–Sugeno Fuzzy Systems via Sampled-Data and State Quantized Controller , 2016, IEEE Transactions on Fuzzy Systems.

[21]  Michio Sugeno,et al.  Industrial Applications of Fuzzy Control , 1985 .

[22]  Pierre Apkarian,et al.  Parameterized linear matrix inequality techniques in fuzzy control system design , 2001, IEEE Trans. Fuzzy Syst..

[23]  Jianbin Qiu,et al.  Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[24]  Hui Zhang,et al.  H∞ Step Tracking Control for Networked Discrete-Time Nonlinear Systems With Integral and Predictive Actions , 2013, IEEE Transactions on Industrial Informatics.

[25]  Peng Shi,et al.  H∞ fuzzy output feedback control design for nonlinear systems: an LMI approach , 2003, IEEE Trans. Fuzzy Syst..

[26]  Michio Sugeno,et al.  Fuzzy identification of systems and its applications to modeling and control , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[27]  Thierry-Marie Guerra,et al.  Nonquadratic Stabilization Conditions for a Class of Uncertain Nonlinear Discrete Time TS Fuzzy Models: A New Approach , 2008, IEEE Transactions on Automatic Control.

[28]  Jianbin Qiu,et al.  Fuzzy-Model-Based Piecewise ${\mathscr H}_{\infty }$ Static-Output-Feedback Controller Design for Networked Nonlinear Systems , 2010, IEEE Transactions on Fuzzy Systems.

[29]  Kazuo Tanaka,et al.  Fuzzy Control Systems Design and Analysis: A Linear Matrix Inequality Approach , 2008 .

[30]  Yang Shi,et al.  Active fault tolerant control systems by the semi‐Markov model approach , 2014 .

[31]  Gang Feng,et al.  Analysis and Synthesis of Fuzzy Control Systems , 2010 .

[32]  Kazuo Tanaka,et al.  A robust stabilization problem of fuzzy control systems and its application to backing up control of a truck-trailer , 1994, IEEE Trans. Fuzzy Syst..

[33]  PooGyeon Park,et al.  H∞ state-feedback controller design for discrete-time fuzzy systems using fuzzy weighting-dependent Lyapunov functions , 2003, IEEE Trans. Fuzzy Syst..

[34]  Hak-Keung Lam,et al.  Polynomial Fuzzy-Model-Based Control Systems: Stability Analysis Via Piecewise-Linear Membership Functions , 2011, IEEE Transactions on Fuzzy Systems.

[35]  G. Feng,et al.  Piecewise H∞ controller design of discrete time fuzzy systems , 2004, IEEE Trans. Syst. Man Cybern. Part B.

[36]  Chun-Hsiung Fang,et al.  Robust H∞ fuzzy static output feedback control of T-S fuzzy systems with parametric uncertainties , 2007, Fuzzy Sets Syst..

[37]  GassaraHamdi,et al.  Observer-based robust H∞reliable control for uncertain T-S fuzzy systems with state time delay , 2010 .

[38]  Jianbin Qiu,et al.  A New Design of $H$ -Infinity Piecewise Filtering for Discrete-Time Nonlinear Time-Varying Delay Systems via T–S Fuzzy Affine Models , 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

[39]  Yang Shi,et al.  Load Forecasting and Operation Strategy Design for CCHP Systems Using Forecasted Loads , 2015, IEEE Transactions on Control Systems Technology.