Title :
Compliant motion control using variable structure PID control system
Author :
Ismail, Ossama ; Bedwani, Wassim
Author_Institution :
Comput. Sci. Dept., Arab Acad. For Sci. & Technol., Egypt
Abstract :
This paper describes the design of a variable structure PID controller using genetic algorithms for compliant motion control. This VSPID has a structure similar to that of a simple PID controller where the PD mode is used to speed up response, whereas the PI mode is applied to eliminate the steady state offset. Flexible changes of the controller modes and parameter values of the VSPID could therefore solve the conflict in nature between steady state accuracy and dynamic responsiveness. Due to the difficulties encountered in the application of traditional analytical and numerical methods for the design of variable structure systems, micro-genetic algorithm (uGA) is used for the determination of the different controller parameters. uGA is known to converge rapidly with optimal or near optimal results. In order to demonstrate the design procedure, the compliant motion control of a robot arm is used. Taking the integral of the absolute error as the performance measure it reveals that the proposed VSPID is better than the simple PID controller
Keywords :
compliance control; genetic algorithms; manipulator dynamics; motion control; three-term control; variable structure systems; PID controller; compliant motion control; genetic algorithms; robot arm; variable structure systems; Algorithm design and analysis; Delay; Design methodology; Genetic algorithms; Motion control; Optimal control; PD control; Steady-state; Three-term control; Variable structure systems;
Conference_Titel :
Intelligent Control, 2001. (ISIC '01). Proceedings of the 2001 IEEE International Symposium on
Conference_Location :
Mexico City
Print_ISBN :
0-7803-6722-7
DOI :
10.1109/ISIC.2001.971542