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Optimal fuzzy sliding mode control with a time-varying sliding surface

机译:具有时变滑动面的最优模糊滑模控制

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It is well known that sliding mode control can achieve good transient performance and system robustness. However, the sensitivity of the sliding mode control before reaching the sliding surface and the presence of chattering may introduce problems to the tracking control of the system. In this paper, a new sliding surface design approach is proposed that varies the sliding surface in a nonlinear and time-varying fashion. Slope constant of the sliding surface is varied by fuzzy controller based on the ratio between the derivate of error and error itself. Optimal parameters of the fuzzy controller are determined using genetic algorithms. Proposed optimal fuzzy sliding mode control has been applied to an electrical servo drive system and the performed experiments have verified efficiency and improvements of a new control method.
机译:众所周知,滑模控制可以实现良好的瞬态性能和系统鲁棒性。然而,在到达滑动表面之前的滑动模式控制的灵敏度和颤动的存在可能给系统的跟踪控制带来问题。在本文中,提出了一种新的滑动表面设计方法,该方法以非线性且时变的方式改变滑动表面。基于误差的导数和误差本身之间的比率,通过模糊控制器来改变滑动表面的坡度常数。使用遗传算法确定模糊控制器的最佳参数。拟议的最优模糊滑模控制已被应用于电气伺服驱动系统,所进行的实验验证了效率并改进了一种新的控制方法。

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