基于模糊推理的直流伺服电机鲁棒位置控制

T. Senjyu, S. Ashimine, K. Uezato
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引用次数: 1

摘要

在利用等效扰动转矩观测器进行直流伺服电机位置控制时,转矩观测器的估计误差会影响电机的位置控制能力。在考虑估计误差的基础上,提出了一种基于模糊推理的直流伺服电机鲁棒位置控制方法。为了补偿估计误差,我们将等效扰动转矩观测器与反馈控制器相结合。引入模糊推理的反馈控制器抑制了估计误差的影响。引入模糊控制的原因是观测器的估计误差是高度非线性的,不能用线性误差估计器来检测。在这种情况下,使用模糊推理来识别估计误差是非常方便的。仿真和实验结果验证了所提控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust position control of DC servomotors using fuzzy reasoning
In position control for DC servomotors using the equivalent disturbance torque observer, the position control ability is affected by the estimation error of torque observer. We propose the robust position control of DC servomotors using fuzzy reasoning to consider the estimation error. In order to compensate the estimation error, we combine the equivalent disturbance torque observer and a feedback controller. The influence of estimation error is restrained by the feedback controller introducing fuzzy reasoning. The reason why we introduce fuzzy control is that the estimation error for the observer is highly nonlinear and it cannot be detected by a linear error estimator. In this case, it is very convenient to use fuzzy reasoning to identify the estimation error. The simulation and experimental results confirm the validity of the proposed control technique.
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