TY - JOUR
T1 - Adaptive Fuzzy Optimal Control for Switched Nonlinear Systems With Output Hysteresis
AU - Zheng, Licheng
AU - Liu, Zhi
AU - Chen, C. L.Philip
AU - Zhang, Yun
AU - Wu, Zongze
AU - Xie, Shengli
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2023/6/1
Y1 - 2023/6/1
N2 - This article investigates a class of switched nonlinear systems with output hysteresis, where the switching signal is arbitrary. The considered output hysteresis nonlinearity is captured by the Bouc-Wen model, which causes an uncertain gain that imposes a significant challenge on our control design. To overcome this problem, we propose an adaptive fuzzy optimal control scheme. In our scheme, the Nussbaum gain technique is used to compensate for output hysteresis, and, at each iteration, the actor-critic structure is progressively feedback and adjusted to design the optimal controller. Finally, our proposed design scheme can guarantee the stability of the nonlinear switched systems, which is demonstrated in the simulation results.
AB - This article investigates a class of switched nonlinear systems with output hysteresis, where the switching signal is arbitrary. The considered output hysteresis nonlinearity is captured by the Bouc-Wen model, which causes an uncertain gain that imposes a significant challenge on our control design. To overcome this problem, we propose an adaptive fuzzy optimal control scheme. In our scheme, the Nussbaum gain technique is used to compensate for output hysteresis, and, at each iteration, the actor-critic structure is progressively feedback and adjusted to design the optimal controller. Finally, our proposed design scheme can guarantee the stability of the nonlinear switched systems, which is demonstrated in the simulation results.
KW - Actor-critic (A-C) architecture
KW - adaptive fuzzy control
KW - output hysteresis
KW - switched nonlinear systems
UR - https://www.scopus.com/pages/publications/85141504838
U2 - 10.1109/TFUZZ.2022.3215483
DO - 10.1109/TFUZZ.2022.3215483
M3 - 文章
AN - SCOPUS:85141504838
SN - 1063-6706
VL - 31
SP - 1940
EP - 1952
JO - IEEE Transactions on Fuzzy Systems
JF - IEEE Transactions on Fuzzy Systems
IS - 6
ER -