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Adaptive output feedback control for a class of uncertain nonlinear systems with actuator failures

机译:具有执行器故障的一类不确定非线性系统的自适应输出反馈控制

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In this paper we proposed an adaptive output feedback control for actuator failures compensation for a class of uncertain nonlinear systems. Firstly, we assume full state availability and design an adaptive state feedback control scheme based on dynamic surface control (DSC) technique; where radial basis function neural networks (RBF NNs) are incorporated to compensate system uncertainties. Then, based on the separation principle, an adaptive output feedback controller is obtained replacing in the state feedback control law, the states of the system with the states estimation provided by a high-gain observer. We concern about systems with uncertain locally Lipschitz nonlinearities. It is proven that all closed-loop signals are uniformly ultimately bounded (UUB) and the system output tracks a reference signal with small error, for all but one failed actuators. A simulation example is carried out to illustrate the performance of the control scheme.
机译:在本文中,我们针对一类不确定的非线性系统提出了一种用于执行器故障补偿的自适应输出反馈控制。首先,我们假设全状态可用性,并设计基于动态表面控制(DSC)技术的自适应状态反馈控制方案;其中结合了径向基函数神经网络(RBF NN)来补偿系统不确定性。然后,基于分离原理,获得自适应输出反馈控制器,该控制器以状态反馈控制律代替系统的状态,并由高增益观测器提供状态估计。我们关注具有不确定的局部Lipschitz非线性的系统。事实证明,除一个故障执行器外,所有闭环信号均最终受到统一限制(UUB),并且系统输出以很小的误差跟踪参考信号。进行了仿真示例,以说明控制方案的性能。

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