Advanced solution for a benchmark robot control problem

被引:1
|
作者
Varso, J [1 ]
Zenger, K [1 ]
Hölttä, V [1 ]
Koivo, H [1 ]
机构
[1] Helsinki Univ Technol, Control Engn Lab, Helsinki 02015, Finland
关键词
robot control; PID control; optimization; noise classification;
D O I
10.1109/CIRA.2005.1554305
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:373 / 378
页数:6
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