TY - JOUR
T1 - Mixed H2/H∞ Fault-Tolerant Sampled-Data Fuzzy Control for Nonlinear Parabolic PDE Systems Under Deception Attacks
AU - Li, Qian-Qian
AU - Wang, Zi-Peng
AU - Wu, Huai-Ning
AU - Li, Yueyang
AU - Li, Han-Xiong
PY - 2022/11
Y1 - 2022/11
N2 - This paper addresses mixed H2/H∞ fault-tolerant sampled-data (SD) fuzzy control for nonlinear space-varying parabolic partial differential equation (PDE) system under deception attacks. Firstly, a T–S fuzzy PDE model is given to exactly describe the nonlinear space-varying parabolic PDE system. Secondly, a fault-tolerant SD fuzzy controller via the spatial linear matrix inequalities (SLMIs) is developed based on a Lyapunov functional which is continuous at sampling times but not necessary to be positive definite in sampling intervals such that the closed-loop PDE system is exponentially stable with a mixed H2/H∞ performance. Then, to solve the SLMIs, the fault-tolerant SD fuzzy control problem for space-varying parabolic PDE system is formulated as linear matrix inequality feasibility problem. Furthermore, the design condition of the suboptimal mixed H2/H∞ fault-tolerant SD controller subject to deception attacks can be derived by considering the property of membership functions. Lastly, two examples are given to illustrate the design method.
AB - This paper addresses mixed H2/H∞ fault-tolerant sampled-data (SD) fuzzy control for nonlinear space-varying parabolic partial differential equation (PDE) system under deception attacks. Firstly, a T–S fuzzy PDE model is given to exactly describe the nonlinear space-varying parabolic PDE system. Secondly, a fault-tolerant SD fuzzy controller via the spatial linear matrix inequalities (SLMIs) is developed based on a Lyapunov functional which is continuous at sampling times but not necessary to be positive definite in sampling intervals such that the closed-loop PDE system is exponentially stable with a mixed H2/H∞ performance. Then, to solve the SLMIs, the fault-tolerant SD fuzzy control problem for space-varying parabolic PDE system is formulated as linear matrix inequality feasibility problem. Furthermore, the design condition of the suboptimal mixed H2/H∞ fault-tolerant SD controller subject to deception attacks can be derived by considering the property of membership functions. Lastly, two examples are given to illustrate the design method.
KW - Deception attacks
KW - Fault-tolerant control
KW - Nonlinear space-varying parabolic PDE system
KW - Sampled-data fuzzy control
KW - Spatial linear matrix inequality (SLMI)
UR - http://www.scopus.com/inward/record.url?scp=85137079807&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85137079807&origin=recordpage
U2 - 10.1007/s40815-022-01343-7
DO - 10.1007/s40815-022-01343-7
M3 - RGC 21 - Publication in refereed journal
SN - 1562-2479
VL - 24
JO - International Journal of Fuzzy Systems
JF - International Journal of Fuzzy Systems
IS - 8
ER -