Dynamic Output-Only Iterative Learning Control Design

被引:2
作者
Hladowski, Lukasz [1 ]
Galkowski, Krzysztof [2 ]
Rogers, Eric [3 ]
机构
[1] Univ Zielona Gora, Inst Control & Computat Engn, PL-65246 Zielona Gora, Poland
[2] Univ Zielona Gora, Inst Automat Elect & Elect Engn, PL-65246 Zielona Gora, Poland
[3] Univ Southampton, Dept Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
关键词
Process control; Convergence; Stability analysis; Dynamics; Task analysis; Symmetric matrices; State-space methods; Iterative learning control; repetitive processes; output control; SYSTEMS;
D O I
10.1109/ACCESS.2021.3123868
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Iterative learning control applies to systems that repeatedly execute the same finite duration task. The distinguishing feature of this form of control action is that all data generated on a previous execution of the task is available to compute the control action for the subsequent execution. This paper uses the repetitive process stability analysis and optimization techniques to design a dynamic controller that, in contrast to previous designs in the repetitive process/2D systems setting, does not require measurement of the state dynamics or observer-based estimation. Examples to demonstrate the application of the new design are given.
引用
收藏
页码:147072 / 147081
页数:10
相关论文
共 19 条
[1]   Iterative learning control: Brief survey and categorization [J].
Ahn, Hyo-Sung ;
Chen, YangQuan ;
Moore, Kevin L. .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2007, 37 (06) :1099-1121
[2]   BETTERING OPERATION OF ROBOTS BY LEARNING [J].
ARIMOTO, S ;
KAWAMURA, S ;
MIYAZAKI, F .
JOURNAL OF ROBOTIC SYSTEMS, 1984, 1 (02) :123-140
[3]   Inferential Iterative Learning Control: A 2D-system approach [J].
Bolder, Joost ;
Oomen, Tom .
AUTOMATICA, 2016, 71 :247-253
[4]   A survey of iterative learning control [J].
Bristow, Douglas A. ;
Tharayil, Marina ;
Alleyne, Andrew G. .
IEEE CONTROL SYSTEMS MAGAZINE, 2006, 26 (03) :96-114
[5]   Internal-model-based design of repetitive and iterative learning controllers for linear multivariable systems [J].
De Roover, D ;
Bosgra, OH ;
Steinbuch, M .
INTERNATIONAL JOURNAL OF CONTROL, 2000, 73 (10) :914-929
[6]   Experiments in feedback linearized iterative learning-based path following for center-articulated industrial vehicles [J].
Dekker, Lukas G. ;
Marshall, Joshua A. ;
Larsson, Johan .
JOURNAL OF FIELD ROBOTICS, 2019, 36 (05) :955-972
[7]   2D Systems based Dynamic Iterative Learning Control Design with Experimental Validation on a 3D Crane Model [J].
Hladowski, Lukasz ;
Galkowski, Krzysztof ;
Rogers, Eric .
IFAC PAPERSONLINE, 2019, 52 (29) :332-337
[8]   Repetitive process based design and experimental verification of a dynamic iterative learning control law [J].
Hladowski, Lukasz ;
Galkowski, Krzysztof ;
Nowicka, Weronika ;
Rogers, Eric .
CONTROL ENGINEERING PRACTICE, 2016, 46 :157-165
[9]   Output Information Based Iterative Learning Control Law Design With Experimental Verification [J].
Hladowski, Lukasz ;
Galkowski, Krzysztof ;
Cai, Zhonglun ;
Rogers, Eric ;
Freeman, Chris T. ;
Lewin, Paul L. .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2012, 134 (02)
[10]   Experimentally supported 2D systems based iterative learning control law design for error convergence and performance [J].
Hladowski, Lukasz ;
Galkowski, Krzysztof ;
Cai, Zhonglun ;
Rogers, Eric ;
Freeman, Chris T. ;
Lewin, Paul L. .
CONTROL ENGINEERING PRACTICE, 2010, 18 (04) :339-348