Some Controllability Aspects for Iterative Learning Control

被引:10
作者
Leissner, Patrik [1 ]
Gunnarsson, Svante [2 ]
Norrlof, Mikael [2 ,3 ]
机构
[1] Autoliv, Linkoping, Sweden
[2] Linkoping Univ, Dept Elect Engn, Linkoping, Sweden
[3] ABB Robot, Vasteras, Sweden
关键词
Iterative learning control; controllability; output controllability; target path controllability; SYSTEMS;
D O I
10.1002/asjc.1790
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Some controllability aspects for iterative learning control (ILC) are discussed. Via a batch (lifted) description of the problem a state space model of the system to be controlled is formulated in the iteration domain. This model provides insight and enables analysis of the conditions for and relationships between controllability, output controllability and target path controllability. In addition, the property miminum lead target path controllability is introduced. This property, which is connected to the number of time delays, plays an important role in the design of ILC algorithms. The properties are illustrated by a numerical example.
引用
收藏
页码:1057 / 1063
页数:7
相关论文
共 50 条
[21]   Analysis of iterative learning control for an oscillating control system with two delays [J].
Liang, Chengbin ;
Wang, JinRong .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2018, 40 (06) :1757-1765
[22]   The convergence analysis of P-type iterative learning control with initial state error for some fractional system [J].
Liu, Xianghu ;
Li, Yanfang .
JOURNAL OF INEQUALITIES AND APPLICATIONS, 2017,
[23]   Nonlinear iterative learning control for discriminating between disturbances [J].
Aarnoudse, Leontine ;
Pavlov, Alexey ;
Oomen, Tom .
AUTOMATICA, 2025, 171
[24]   Learning Probabilistic Logical Control Networks: From Data to Controllability and Observability [J].
Lin, Lin ;
Lam, James ;
Shi, Peng ;
Ng, Michael K. ;
Lam, Hak-Keung .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2025, 70 (06) :3889-3904
[25]   Iterative Learning Control for a Timoshenko Beam with Input Backlash [J].
Meng, Tingting ;
He, Wei ;
Huang, Deqing ;
Yang, Lung-Jieh ;
Sun, Changyin .
2017 6TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS (DDCLS), 2017, :112-116
[26]   Study on The Convergence Speed of Iterative Learning Control Algorithm [J].
Wang, Hongbin ;
Cheng, Xiaoyan ;
Dong, Jian ;
Zhang, Ping ;
Guo, Xiaoshuai ;
Hu, Yiming .
2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, :7490-7493
[27]   Robust Model Predictive Control Using Iterative Learning [J].
HosseinNia, S. Hassan .
2015 EUROPEAN CONTROL CONFERENCE (ECC), 2015, :3514-3519
[28]   PERFORMANCE ENHANCEMENT FOR RIGID TAPPING BY ITERATIVE LEARNING CONTROL [J].
Chen, Shyh-Leh ;
Wen, Chih-Chao ;
Zhao, Ruo-Lan .
ASIAN JOURNAL OF CONTROL, 2018, 20 (04) :1413-1426
[29]   Iterative Learning Control Based on Extracting Initial Iterative Control Signals [J].
Xu J.-M. ;
Wang Y.-D. ;
Sun M.-X. .
Zidonghua Xuebao/Acta Automatica Sinica, 2020, 46 (02) :294-306
[30]   A Survey on Fractional-Order Iterative Learning Control [J].
Li, Yan ;
Chen, YangQuan ;
Ahn, Hyo-Sung ;
Tian, Guohui .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2013, 156 (01) :127-140