Intelligent LPCM control system with more efficient convergence property

Jeng-Dao Lee, Ching-Wei Chuang, Jyun-Han Shen, Yi-cheng Lee, W. Tang, Li-Yin Chen
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Abstract

The linear piezoelectric ceramic motor (LPCM) has advantages such as high force at low speed, silence, no electromagnetic interference. However, the accuracy of control is greatly influenced by the existence of uncertainties including variation of system parameters, external disturbance. A suitable control system for the LPCM is not easy to design, thus the development of control strategies will surround the model-free strategies. Moreover, the terminal steepest descent algorithm (TSDA) has been adopted as the adjustment of network parameters in this study. Final, the simulation results will be shown to compare the proposed control method in this study.
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具有更高效收敛性能的智能LPCM控制系统
线性压电陶瓷电机(LPCM)具有低速时力大、噪音小、无电磁干扰等优点。但是,系统参数的变化、外部干扰等不确定性的存在对控制精度影响很大。一个适合LPCM的控制系统的设计是不容易的,因此控制策略的发展将围绕无模型策略。此外,本研究采用了终端最陡下降算法(TSDA)作为网络参数的调整。最后,将给出仿真结果来比较本研究提出的控制方法。
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