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Filters: Author is Guo, Ping  [Clear All Filters]
2022-08-26
Xia, Hongbing, Bao, Jinzhou, Guo, Ping.  2021.  Asymptotically Stable Fault Tolerant Control for Nonlinear Systems Through Differential Game Theory. 2021 17th International Conference on Computational Intelligence and Security (CIS). :262—266.
This paper investigates an asymptotically stable fault tolerant control (FTC) method for nonlinear continuous-time systems (NCTS) with actuator failures via differential game theory (DGT). Based on DGT, the FTC problem can be regarded as a two-player differential game problem with control player and fault player, which is solved by utilizing adaptive dynamic programming technique. Using a critic-only neural network, the cost function is approximated to obtain the solution of the Hamilton-Jacobi-Isaacs equation (HJIE). Then, the FTC strategy can be obtained based on the saddle point of HJIE, and ensures the satisfactory control performance for NCTS. Furthermore, the closed-loop NCTS can be guaranteed to be asymptotically stable, rather than ultimately uniformly bounded in corresponding existing methods. Finally, a simulation example is provided to verify the safe and reliable fault tolerance performance of the designed control method.