International Journal of Control, Automation and Systems 2019; 17(3): 617-629
Published online January 18, 2019
https://doi.org/10.1007/s12555-018-0099-5
© The International Journal of Control, Automation, and Systems
In this paper, a composite fault-tolerant control problem is studied for a class of uncertain nonlinear system with asymmetric input constraint, actuator fault and external unmatched disturbance. The radial basis function neural network (RBFNN) is employed to approximate the unknown uncertainty and asymmetric input saturation. The approximation error, external unmatched disturbance and actuator faults are integrated as the compounded disturbance. A nonlinear disturbance observer is designed to tackle the effect of the compounded disturbance which can be separated from the controller design. To handle the effect of asymmetric input saturation, a smooth continuous differentiable saturation model is explored. Adaptive NN fault-tolerant control scheme is developed to guarantee that all the signals in the closed-loop systems are semiglobally uniformly ultimately bounded (SGUUB) and the tracking errors converge to a small neighborhood of origin by choosing the appropriate design parameters. The effectiveness of the proposed control scheme is demonstrated in the simulation study."
Keywords Disturbance observer, fault-tolerant, input saturation, nonlinear system, robust control.
International Journal of Control, Automation and Systems 2019; 17(3): 617-629
Published online March 1, 2019 https://doi.org/10.1007/s12555-018-0099-5
Copyright © The International Journal of Control, Automation, and Systems.
Li Wang*, Hua-Jun Gong, and Chun-Sheng Liu
Nanjing University of Aeronautics and Astronautics
In this paper, a composite fault-tolerant control problem is studied for a class of uncertain nonlinear system with asymmetric input constraint, actuator fault and external unmatched disturbance. The radial basis function neural network (RBFNN) is employed to approximate the unknown uncertainty and asymmetric input saturation. The approximation error, external unmatched disturbance and actuator faults are integrated as the compounded disturbance. A nonlinear disturbance observer is designed to tackle the effect of the compounded disturbance which can be separated from the controller design. To handle the effect of asymmetric input saturation, a smooth continuous differentiable saturation model is explored. Adaptive NN fault-tolerant control scheme is developed to guarantee that all the signals in the closed-loop systems are semiglobally uniformly ultimately bounded (SGUUB) and the tracking errors converge to a small neighborhood of origin by choosing the appropriate design parameters. The effectiveness of the proposed control scheme is demonstrated in the simulation study."
Keywords: Disturbance observer, fault-tolerant, input saturation, nonlinear system, robust control.
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