Robust Fault Estimation for a Class of T-S Fuzzy Singular Systems with Time-Varying Delay via Improved Delay Partitioning Approach

The problem of delay-dependent robust fault estimation for a class of Takagi-Sugeno T-S fuzzy singular systems is investigated. By decomposing the delay interval into two unequal subintervals and with a new and tighter integral inequality transformation, an improved delay-dependent stability criterion is given in terms of linear matrix inequalities LMIs to guarantee that the fuzzy singular system with time-varying delay is regular, impulse-free, and stable firstly. Then, based on this criterion, by considering the system fault as an auxiliary disturbance vector and constructing an appropriate fuzzy augmented system, a fault estimation observer is designed to ensure that the error dynamic system is regular, impulse-free, and robustly stable with a prescribed H∞ performance satisfied for all actuator and sensor faults simultaneously, and the obtained fault estimates can practically better depict the size and shape of the faults. Finally, numerical examples are given to show the effectiveness of the proposed approach.

[1]  Peng Shi,et al.  Fault Estimation and Tolerant Control for Fuzzy Stochastic Systems , 2013, IEEE Transactions on Fuzzy Systems.

[2]  Ker-Wei Yu,et al.  Robust control for Takagi–Sugeno fuzzy systems with time-varying state and input delays , 2008 .

[3]  Peng Shi,et al.  Fault Estimation Observer Design for Discrete-Time Takagi–Sugeno Fuzzy Systems Based on Piecewise Lyapunov Functions , 2012, IEEE Transactions on Fuzzy Systems.

[4]  Xi-Qin He,et al.  New Results on $H_\infty$ Filter Design for Nonlinear Systems With Time Delay via T–S Fuzzy Models , 2011, IEEE Transactions on Fuzzy Systems.

[5]  E. Fridman Stability of linear descriptor systems with delay: a Lyapunov-based approach , 2002 .

[6]  Huaguang Zhang,et al.  A new fuzzy H∞ filter design for nonlinear continuous-time dynamic systems with time-varying delays , 2009, Fuzzy Sets Syst..

[7]  Shengyuan Xu,et al.  Robust Control and Filtering of Singular Systems , 2006 .

[8]  Guang-Ren Duan,et al.  Robust fault detection in descriptor linear systems via generalized unknown input observers , 2002, Int. J. Syst. Sci..

[9]  Didier Theilliol,et al.  A fault detection and isolation scheme for industrial systems based on multiple operating models , 2008 .

[10]  Boulaid Boulkroune,et al.  ℋ −/ℋ ∞ fault detection filter for a class of nonlinear descriptor systems , 2013, Int. J. Control.

[11]  József Bokor,et al.  Fault detection and isolation in nonlinear systems , 2009, Annu. Rev. Control..

[12]  Marios M. Polycarpou,et al.  Fault diagnosis of differential-algebraic systems , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[13]  N. Braiek,et al.  Fault detection and isolation in linear parameter‐varying descriptor systems via proportional integral observer , 2012 .

[14]  Youmin Zhang,et al.  Bibliographical review on reconfigurable fault-tolerant control systems , 2003, Annu. Rev. Control..

[15]  Panagiotis D. Christofides,et al.  Isolation and handling of actuator faults in nonlinear systems , 2008, at - Automatisierungstechnik.

[16]  Yuanqing Xia,et al.  New Results on H∞ Filtering for Fuzzy Time-Delay Systems , 2009, IEEE Trans. Fuzzy Syst..

[17]  Yi Shen,et al.  Actuator fault estimation observer design for discrete‐time linear parameter‐varying descriptor systems , 2015 .

[18]  Jinxing Lin,et al.  Fault detection for discrete‐time switched singular time‐delay systems: an average dwell time approach , 2013 .

[19]  Yong He,et al.  Delay-dependent criteria for robust stability of time-varying delay systems , 2004, Autom..

[20]  Steven X. Ding,et al.  H_/H∞ fault detection filter design for discrete-time Takagi-Sugeno fuzzy system , 2013, Autom..

[21]  Didier Theilliol,et al.  Fault diagnosis and accommodation of a three-tank system based on analytical redundancy. , 2002, ISA transactions.

[22]  El-Kébir Boukas Singular linear systems with delay: ℋ︁∞ stabilization , 2007 .

[23]  Shengyuan Xu,et al.  Robust stability and stabilization for singular systems with state delay and parameter uncertainty , 2002, IEEE Trans. Autom. Control..

[24]  Guang-Hong Yang,et al.  Fault Tolerant Controller Design for T–S Fuzzy Systems With Time-Varying Delay and Actuator Faults: A K-Step Fault-Estimation Approach , 2014, IEEE Transactions on Fuzzy Systems.

[25]  Qingling Zhang,et al.  Delay-dependent H-infinity control for linear descriptor systems with delay in state , 2005 .

[26]  Tong Heng Lee,et al.  $H_{\infty} $ Filter Design for Nonlinear Systems With Time-Delay Through T–S Fuzzy Model Approach , 2008, IEEE Transactions on Fuzzy Systems.

[27]  Hongbin Zhang,et al.  Delay-dependent stability and Hinfinity control for a class of fuzzy descriptor systems with time-delay , 2009, Fuzzy Sets Syst..

[28]  Saïd Mammar,et al.  Design of proportional-integral observer for unknown input descriptor systems , 2002, IEEE Trans. Autom. Control..

[29]  Jinliang Liu,et al.  H∞ filter design for nonlinear systems with time-delay through T-S fuzzy model approach , 2010, 2010 Chinese Control and Decision Conference.

[30]  M. Kchaou,et al.  Delay‐dependent stability and robust L2 −L ∞  control for a class of fuzzy descriptor systems with time‐varying delay , 2013 .