TY - JOUR
T1 - Dissipativity-Based Composite Antidisturbance Control for T-S Fuzzy Switched Stochastic Nonlinear Systems Subjected to Multisource Disturbances
AU - Wang, Zheng
AU - Yuan, Jianping
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2021/5
Y1 - 2021/5
N2 - In this article, a dissipativity-based composite antidisturbance control structure is constructed for Takagi-Sugeno (T-S) fuzzy switched stochastic nonlinear systems subjected to multisource disturbances. The inherent uncertain nonlinear and hybrid characteristics of the concerned system make it difficult to design a stable antidisturbance controller. To properly accommodate the characteristics of T-S fuzzy multisource disturbances and system models, a novel fuzzy switched disturbance observer is put forward to estimate the disturbances generated by a switched exogenous system. Then, a fuzzy composite antidisturbance control law is synthesized by fusing the estimation of the multisource disturbances and the state-feedback control scheme. By using the average dwell time technique and piecewise Lyapunov functions, it is proved that the resultant closed-loop system are stochastically stable and strictly ({{mathscr Z},{mathscr Y},{mathscr X}})-varepsilon -dissipative. The sufficient conditions for the existence of the fuzzy switched disturbance observer and state-feedback controller are established in terms of linear matrix inequalities, and the control and observation gains can be solved directly. Finally, a numerical example is presented to illustrate the effectiveness and favor performance of the proposed control algorithm.
AB - In this article, a dissipativity-based composite antidisturbance control structure is constructed for Takagi-Sugeno (T-S) fuzzy switched stochastic nonlinear systems subjected to multisource disturbances. The inherent uncertain nonlinear and hybrid characteristics of the concerned system make it difficult to design a stable antidisturbance controller. To properly accommodate the characteristics of T-S fuzzy multisource disturbances and system models, a novel fuzzy switched disturbance observer is put forward to estimate the disturbances generated by a switched exogenous system. Then, a fuzzy composite antidisturbance control law is synthesized by fusing the estimation of the multisource disturbances and the state-feedback control scheme. By using the average dwell time technique and piecewise Lyapunov functions, it is proved that the resultant closed-loop system are stochastically stable and strictly ({{mathscr Z},{mathscr Y},{mathscr X}})-varepsilon -dissipative. The sufficient conditions for the existence of the fuzzy switched disturbance observer and state-feedback controller are established in terms of linear matrix inequalities, and the control and observation gains can be solved directly. Finally, a numerical example is presented to illustrate the effectiveness and favor performance of the proposed control algorithm.
KW - Composite antidisturbance control
KW - dissipativity analysis
KW - disturbance observer-based control
KW - fuzzy systems
KW - stochastic switched systems
UR - http://www.scopus.com/inward/record.url?scp=85105582413&partnerID=8YFLogxK
U2 - 10.1109/TFUZZ.2020.2971197
DO - 10.1109/TFUZZ.2020.2971197
M3 - 文章
AN - SCOPUS:85105582413
SN - 1063-6706
VL - 29
SP - 1226
EP - 1237
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 5
M1 - 8978651
ER -