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Comparisons between implicit and explicit discrete-time implementations of equivalent-control-based sliding mode controllers: input and output chattering suppression via the implicit method

机译:基于等效控制的滑模控制器的隐式和显式离散时间实现之间的比较:通过隐式方法抑制输入和输出抖动

摘要

This paper presents a set of experimental results concerning the sliding mode control of an electro-pneumatic system. The controller is implemented via a micro-processor as a discrete-time input. Three discrete-time control strategies are considered for the implementation of the discontinuous part of the sliding mode controller: explicit discretizations with and without saturation, and an implicit discretization (that is very easy to implement with a projection on the interval [−1, 1]). While the explicit implementation is known to generate numerical chattering, the implicit one is expected to significantly reduce chattering while keeping the accuracy. The experimental results reported in this work remarkably confirm that the implicit discrete-time sliding mode supersedes the explicit ones, with several important features: chattering in the control input is almost eliminated (while the explicit and saturated controllers behave like high-frequency bang-bang inputs), the input magnitude depends only on the perturbation size and is independent of the controller gain and sampling time. On the contrary the explicit controller shows obvious chattering for all sampling times, its magnitude increases as the controller gain increases, and it does not reduce when the sampling period augments. The tracking errors arecomparable for both methods, though the implicit method keeps the precision when the control gain increases, which is not the case for the explicit one. Introducing a saturation in the explicit controller does not allow to significantly improve the explicit controller behaviour.
机译:本文介绍了一组与电动气动系统的滑模控制有关的实验结果。控制器通过微处理器实现为离散时间输入。为了实现滑模控制器的不连续部分,考虑了三种离散时间控制策略:带和不带饱和的显式离散化和隐式离散化(通过间隔[−1,1投影很容易实现])。尽管已知显式实现会产生数值抖动,但预期隐式实现会显着减少抖动,同时保持精度。这项工作中报告的实验结果显着证实了隐式离散时间滑模取代了显式离散滑模,它具有几个重要功能:几乎消除了控制输入中的颤动(而显式和饱和控制器的行为就像高频爆炸般输入),输入幅度仅取决于扰动大小,并且与控制器增益和采样时间无关。相反,显式控制器在所有采样时间均表现出明显的抖动,其幅度随控制器增益的增加而增加,并且在采样周期增加时不会减小。两种方法的跟踪误差都是可比的,尽管隐式方法可以在控制增益增加时保持精度,而显式方法则不然。在显式控制器中引入饱和度不会显着改善显式控制器的行为。

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