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Sliding-mode observers for state and disturbance estimation in electro-hydraulic systems

机译:电动液压系统状态和扰动估计的滑模观测器

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摘要

In this paper, the comparison between a sliding mode observer and a high-order sliding mode observer for hydraulic actuators is presented considering different sets of available measurements, parametric uncertainties and model nonlinearities. The friction acting on the hydraulic cylinder and a dead-zone in the valve have been taken into account as uncertain disturbances acting on the system. For comparison purposes, the observation results are set side by side with the ones provided by an extended Kalman filter. Several simulations have been conducted in order to analyze the performance of the estimators, particularly with respect to the possibility of estimating the disturbances and unknown dynamics acting on the system, also in presence of measurement noise. Finally, experimental results are presented to validate the effectiveness of the proposed observers in real conditions.
机译:在本文中,提出了液压致动器的滑模观测器和高阶滑模观测器之间的比较,其中考虑了可用测量的不同集合,参数不确定性和模型非线性。由于作用在系统上的不确定干扰,已经考虑了作用在液压缸上的摩擦和阀中的死区。为了进行比较,将观察结果与扩展卡尔曼滤波器提供的观察结果并排设置。为了分析估计器的性能,已经进行了一些模拟,特别是在存在测量噪声的情况下,特别是关于估计干扰和未知动态影响系统的可能性方面。最后,提出了实验结果以验证所提出的观察员在真实条件下的有效性。

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