一个基准机器人控制问题的先进解决方案

Joonas Varso, K. Zenger, V. Hölttä, H. Koivo
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引用次数: 4

摘要

本文提出了一种解决基准问题的方法,该问题的目标是控制机器人的一个轴的位置。给出的模型对应于一个商用机器人,尽管在构建模型时做了一些简化。过程的非线性和时变性质以及多种类型的大干扰是控制设计的挑战。传统的优化和频域技术用于针对每种特定的干扰类型调整合适的PID控制器。在输入输出测量的基础上,采用小波变换识别扰动类型,并根据识别结果设置不同的PID控制器。通过仿真和成本准则的计算,验证了所设计控制器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Advanced solution for a benchmark robot control problem
The paper presents one solution to a benchmark problem, where the target was to control the position of one robot axis. The model given corresponds to a commercial robot, although some simplifications have been made in constructing the model. The nonlinear and time-varying nature of the process together with large disturbances of several types were the challenge for control design. Traditional optimization and frequency domain techniques were used for tuning suitable PID controllers for each specific disturbance type. Based on input-output measurements the disturbance types were identified using a wavelet technique, and the different PID controllers were scheduled according to the identification result. The performance of the developed controller was tested by simulations and by calculating the value of a cost criterion.
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