Title :
Advanced solution for a benchmark robot control problem
Author :
Varso, Joonas ; Zenger, Kai ; Holtta, Vesa ; Koivo, Heikki
Author_Institution :
Control Eng. Lab., Helsinki Univ. of Technol., Finland
Abstract :
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.
Keywords :
control system synthesis; frequency-domain synthesis; input-output stability; nonlinear control systems; optimisation; position control; robots; three-term control; time-varying systems; tuning; wavelet transforms; PID controller; commercial robot; control design; frequency domain technique; input-output measurement; nonlinear system; robot control; time-varying nature; wavelet technique; Analytical models; Control engineering; Costs; Frequency domain analysis; Manipulator dynamics; Robot control; Robust control; Service robots; Testing; Three-term control; PID control; noise classification; optimization; robot control;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554305