Design, Comparison, and Evaluation of Controllers for Direct Current Servomotors

C. Urrea, Luis Valenzuela
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Abstract

The results and comparison of controller performance based on fuzzy logic and neural networks with the purpose of improving the performance of PID controllers currently used in servomotors is presented. The performance comparisons will be made with no load and with load (consisting of a robotic type rotational link). The results show that as the number of links in a robot increases, the precision of the movements desired from it decreases, affecting the tasks that require a high degree of precision, so the design of controllers like those presented in this chapter is required. This work is the basis for implementing improvements in the performance of DC servomotor control systems in general.
直流伺服电机控制器的设计、比较与评估
为了改进目前伺服电机中常用的PID控制器的性能,给出了基于模糊逻辑和神经网络的控制器性能的结果和比较。性能比较将在无负载和有负载的情况下进行(由机器人式旋转连杆组成)。结果表明,随着机器人中连杆数量的增加,机器人所期望的运动精度会降低,从而影响对精度要求较高的任务,因此需要设计本章所述的控制器。这项工作是实现改进直流伺服电机控制系统性能的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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