TY - JOUR
T1 - Sampled-Data Fuzzy Control for Nonlinear Coupled Parabolic PDE-ODE Systems
AU - Wang, Zi Peng
AU - Wu, Huai Ning
AU - Li, Han Xiong
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2017/9
Y1 - 2017/9
N2 - In this paper, a sampled-data fuzzy control problem is addressed for a class of nonlinear coupled systems, which are described by a parabolic partial differential equation (PDE) and an ordinary differential equation (ODE). Initially, the nonlinear coupled system is accurately represented by the Takagi-Sugeno (T-S) fuzzy coupled parabolic PDE-ODE model. Then, based on the T-S fuzzy model, a novel time-dependent Lyapunov functional is used to design a sampled-data fuzzy controller such that the closed-loop coupled system is exponentially stable, where the sampled-data fuzzy controller consists of the ODE state feedback and the PDE static output feedback under spatially averaged measurements. The stabilization condition is presented in terms of a set of linear matrix inequalities. Finally, simulation results on the control of a hypersonic rocket car are given to illustrate the effectiveness of the proposed design method.
AB - In this paper, a sampled-data fuzzy control problem is addressed for a class of nonlinear coupled systems, which are described by a parabolic partial differential equation (PDE) and an ordinary differential equation (ODE). Initially, the nonlinear coupled system is accurately represented by the Takagi-Sugeno (T-S) fuzzy coupled parabolic PDE-ODE model. Then, based on the T-S fuzzy model, a novel time-dependent Lyapunov functional is used to design a sampled-data fuzzy controller such that the closed-loop coupled system is exponentially stable, where the sampled-data fuzzy controller consists of the ODE state feedback and the PDE static output feedback under spatially averaged measurements. The stabilization condition is presented in terms of a set of linear matrix inequalities. Finally, simulation results on the control of a hypersonic rocket car are given to illustrate the effectiveness of the proposed design method.
KW - Coupled parabolic partial differential equation (PDE)-ordinary differential equation (ODE) systems
KW - exponential stability
KW - fuzzy control
KW - linear matrix inequality (LMI)
KW - sampled-data control
UR - https://www.scopus.com/pages/publications/85018629720
U2 - 10.1109/TCYB.2017.2690798
DO - 10.1109/TCYB.2017.2690798
M3 - 文章
C2 - 28436911
AN - SCOPUS:85018629720
SN - 2168-2267
VL - 47
SP - 2603
EP - 2615
JO - IEEE Transactions on Cybernetics
JF - IEEE Transactions on Cybernetics
IS - 9
M1 - 7902143
ER -