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一类微驱动器的复合控制及稳定性分析
Stability Analysis for a Class of Micro Actuator under the Compound Control

DOI: 10.12677/AIRR.2020.94028, PP. 246-253

Keywords: 微驱动器,径向基神经网络,复合控制,稳定性
Micro Actuator
, Radial Basis Neural Network, Compound Control, Stability

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Abstract:

考虑一类基于微驱动器的微分方程摩擦模型,对微驱动器的动态方程进行重构,得到等价状态空间模型。根据该模型,提出了一种新的包括前馈控制、PID控制和径向基神经网络控制的复合控制方法。通过构造合适的李雅普诺夫函数,证明了系统在平衡点是渐近稳定的,且跟踪误差渐近收敛到零。
The difference equation model of micro actuator is considered in this paper. An equivalent state space model is derived from the dynamic equation of micro actuator. According to the model, a new compound control method, including feed-forward control, PID control and radial basis network control, is proposed. The stability of the new control method is proved through constructing ac-ceptable Lyapunov function.

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