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Actuator fault estimation observer design for discrete-time linear parameter-varying descriptor systems

机译:离散时间线性参数变化描述符系统的执行器故障估计观测器设计

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This paper deals with actuator fault estimation for a class of discrete-time linear parameter-varying descriptor systems. By considering the fault as an auxiliary state vector, an augmented system is established. Then, a fault estimation observer is designed based on the augmented system. In this paper, the fault estimation observer design is formulated as a linear matrix inequality (LMI) feasibility problem. Therefore, all parameters of the observer can be simultaneously designed by solving a set of strict LMIs. In order to attenuate the effect of the unknown disturbance, fault variation, and measurement noise, we further propose a robust fault estimation observer design method, which is the main contribution of this paper. Finally, performance of the proposed robust fault estimation observer is shown through the application to a truck-trailer model.
机译:本文针对一类离散时间线性参数变化描述系统进行执行器故障估计。通过将故障视为辅助状态向量,建立了扩充系统。然后,基于增强系统设计了故障估计观测器。在本文中,将故障估计观测器设计公式化为线性矩阵不等式(LMI)可行性问题。因此,可以通过解决一组严格的LMI来同时设计观察者的所有参数。为了减弱未知干扰,故障变化和测量噪声的影响,我们进一步提出了一种鲁棒的故障估计观测器设计方法,这是本文的主要贡献。最后,通过在卡车-拖车模型中的应用,展示了所提出的鲁棒故障估计观测器的性能。

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