摘要
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.
出处
《人工智能与机器人研究》
2020年第4期246-253,共8页
Artificial Intelligence and Robotics Research
关键词
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