A study on the robustness of a PID-type iterative learning controller against initial state error

被引:112
作者
Park, KH
Bien, Z
Hwang, DH
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Yusong Gu, Taejon 305701, South Korea
[2] Chungnam Natl Univ, Dept Elect Engn, Yusong Gu, Taejon 305764, South Korea
关键词
D O I
10.1080/002077299292669
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the effect of initial state error in the iterative learning control (ILC) system is studied. First, the previous result that the performance of D-type ILC algorithm can be improved by adding a P-term of error in the algorithm is generalized to PID-type algorithm. Then, robustness is investigated against the initial state error of the generalized ILC algorithm. It is also shown that the trend of error reduction can be effectively controlled by tuning gains of the proposed controller. In order to confirm validity of the proposed ILC algorithm, several examples are presented.
引用
收藏
页码:49 / 59
页数:11
相关论文
共 14 条
[1]  
[Anonymous], 1993, Linear System Theory
[2]   BETTERING OPERATION OF ROBOTS BY LEARNING [J].
ARIMOTO, S ;
KAWAMURA, S ;
MIYAZAKI, F .
JOURNAL OF ROBOTIC SYSTEMS, 1984, 1 (02) :123-140
[3]  
Arimoto S., 1990, Proceedings 1990 IEEE International Conference on Robotics and Automation (Cat. No.90CH2876-1), P1528, DOI 10.1109/ROBOT.1990.126224
[4]  
ARIMOTO S, 1990, PROCEEDINGS OF THE 29TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, P2640, DOI 10.1109/CDC.1990.203457
[5]  
ARIMOTO S, 1994, P AS CONTR C TOK JAP, P227
[6]   HIGHER-ORDER ITERATIVE LEARNING CONTROL ALGORITHM [J].
BIEN, Z .
IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1989, 136 (03) :105-112
[7]   ON THE ITERATIVE LEARNING CONTROL-THEORY FOR ROBOTIC MANIPULATORS [J].
BONDI, P ;
CASALINO, G ;
GAMBARDELLA, L .
IEEE JOURNAL OF ROBOTICS AND AUTOMATION, 1988, 4 (01) :14-22
[8]  
Chen YQ, 1996, IEEE DECIS CONTR P, P3038, DOI 10.1109/CDC.1996.573586
[9]   ROBUST LEARNING CONTROL [J].
HEINZINGER, G ;
FENWICK, D ;
PADEN, B ;
MIYAZAKI, F .
PROCEEDINGS OF THE 28TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-3, 1989, :436-440
[10]   DECENTRALIZED ITERATIVE LEARNING CONTROL METHODS FOR LARGE-SCALE LINEAR DYNAMIC-SYSTEMS [J].
HWANG, DH ;
KIM, BK ;
BIEN, Z .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1993, 24 (12) :2239-2254