TY - JOUR
T1 - Mixed Fuzzy Control plus Mobile Actuator/Sensor Guidance for Semilinear Parabolic Distributed Parameter Systems
AU - Zhang, Xiao Wei
AU - Wu, Huai Ning
AU - Wang, Jun Wei
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2021/7
Y1 - 2021/7
N2 - This article addresses the issue of fuzzy control design subject to a mixed H 2/H\infty performance constraint and guidance law design for semilinear parabolic distributed parameter systems (DPSs) with mobile collocated actuator/sensor pairs. Initially, via the local sector nonlinearity method, a Takagi-Sugeno (T-S) fuzzy model is constructed to accurately describe the spatiotemporal dynamics of the DPSs. Then, based on the obtained T-S fuzzy model and Lyapunov technique, a membership-function-dependent mixed H2/H\infty fuzzy control design is developed and the mobile actuator/sensor guidance laws are also determined simultaneously, such that the resulting closed-loop system is exponentially stable while providing an H2 performance bound under the given H\infty performance of disturbance attenuation, and the transient response of closed-loop state is improved. Moreover, a suboptimal mixed H2/H\infty fuzzy control design is derived in the sense of minimizing the upper bound of the given H2 performance function by applying the existing linear matrix inequality optimization techniques. At last, some simulation results for a numerical example are presented to verify the proposed method.
AB - This article addresses the issue of fuzzy control design subject to a mixed H 2/H\infty performance constraint and guidance law design for semilinear parabolic distributed parameter systems (DPSs) with mobile collocated actuator/sensor pairs. Initially, via the local sector nonlinearity method, a Takagi-Sugeno (T-S) fuzzy model is constructed to accurately describe the spatiotemporal dynamics of the DPSs. Then, based on the obtained T-S fuzzy model and Lyapunov technique, a membership-function-dependent mixed H2/H\infty fuzzy control design is developed and the mobile actuator/sensor guidance laws are also determined simultaneously, such that the resulting closed-loop system is exponentially stable while providing an H2 performance bound under the given H\infty performance of disturbance attenuation, and the transient response of closed-loop state is improved. Moreover, a suboptimal mixed H2/H\infty fuzzy control design is derived in the sense of minimizing the upper bound of the given H2 performance function by applying the existing linear matrix inequality optimization techniques. At last, some simulation results for a numerical example are presented to verify the proposed method.
KW - Exponential stability
KW - mixed fuzzy control
KW - mobile actuator/sensor guidance laws
KW - parabolic distributed parameter systems (DPSs)
UR - https://www.scopus.com/pages/publications/85112699259
U2 - 10.1109/TFUZZ.2020.2988844
DO - 10.1109/TFUZZ.2020.2988844
M3 - 文章
AN - SCOPUS:85112699259
SN - 1063-6706
VL - 29
SP - 1874
EP - 1884
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 7
M1 - 9072628
ER -