DocumentCode :
1623816
Title :
Immune feedback principle in supervisory loop of flexible joint robot control
Author :
Rashtian, Maryam ; Farahmand, Mohammad
Author_Institution :
Islamic Azad Univ. of Najafabad, Isfahan, Iran
fYear :
2010
Firstpage :
605
Lastpage :
609
Abstract :
This paper describes the modeling and control of a flexible joint robot considering actuator saturation. We design a composite controller for a single flexible joint robot. This controller consists of a composite structure, with a PD controller on the fast dynamics and a PID controller on slow dynamics. Up to the present time, PID controller has been widely used to control industrial process loops because of its implementation advantages. However, it has some practical limitations. It may cause saturation and saturation is a nonlinear phenomenon which makes the system instable. In the proposed method this problem is solved by decreasing the band width of the fast controller. In order to accomplish this, a supervisory control is employed which uses artificial immune algorithm to adjust the proper forward path gain. Recently, the biological immune system arouses researchers´ interest since it has several useful mechanisms which can be used for information processing. In this paper, an improved artificial immune algorithm is presented which is used in the design approach of a supervisory loop.
Keywords :
PD control; artificial immune systems; flexible manipulators; industrial control; state feedback; three-term control; PD controller; PID controller; actuator saturation; artificial immune algorithm; biological immune system; composite controller; control industrial process loops; flexible joint robot control; immune feedback principle; supervisory control; High definition video; Joints; PD control; Robots; Artificial Immune systems; Composite control; Flexible Joint Robots (FJR); Immune feedback law; Supervisory loop;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Science and Engineering (ICSSE), 2010 International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-6472-2
Type :
conf
DOI :
10.1109/ICSSE.2010.5551765
Filename :
5551765
Link To Document :
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