Finite frequency range robust iterative learning control of linear discrete system with multiple time-delays

被引:11
作者
Tao, Hongfeng [1 ]
Paszke, Wojciech [2 ]
Yang, Huizhong [1 ]
Galkowski, Krzysztof [2 ]
机构
[1] Jiangnan Univ, Key Lab Adv Pmcess Control Light Ind, Minist Educ, Wuxi 214122, Peoples R China
[2] Univ Zielona Gora, Ul Szafrana 2, PL-65516 Zielona Gora, Poland
来源
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS | 2019年 / 356卷 / 05期
基金
中国国家自然科学基金;
关键词
BATCH PROCESSES; STABILITY; DESIGN;
D O I
10.1016/j.jfranklin.2019.01.040
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper uses repetitive process stability theory to design robust iterative learning control law for linear discrete systems with multiple time-delays and polytopic uncertainty. Both dynamic and static forms of the control law are considered and used when designing robust iterative learning control schemes. Also, based on the generalized Kalman-Yakubovich-Popov Lemma, the proposed design procedures a required frequency attenuation over a finite frequency range and the monotonic trial-to-trial error convergence. Moreover, linear matrix inequality techniques are applied to formulate the convergence conditions and to obtain formulas for the control law designs. Finally, an illustrative numerical simulation example is given and concludes the paper. (C) 2019 Published by Elsevier Ltd on behalf of The Franklin Institute.
引用
收藏
页码:2690 / 2708
页数:19
相关论文
共 21 条
  • [1] Iterative learning control: Brief survey and categorization
    Ahn, Hyo-Sung
    Chen, YangQuan
    Moore, Kevin L.
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2007, 37 (06): : 1099 - 1121
  • [2] A survey of iterative learning control
    Bristow, Douglas A.
    Tharayil, Marina
    Alleyne, Andrew G.
    [J]. IEEE CONTROL SYSTEMS MAGAZINE, 2006, 26 (03): : 96 - 114
  • [3] Parameter-Dependent Lyapunov Functions in the Robust Control of Discrete Linear Repetitive Processes Using Previous Pass-Windowed Information
    Cichy, Blazej
    Galkowski, Krzysztof
    Rogers, Eric
    [J]. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING, 2015, 1 (02):
  • [4] 2D systems based robust iterative learning control using noncausal finite-time interval data
    Cichy, Blazej
    Galkowski, Krzysztof
    Rogers, Eric
    [J]. SYSTEMS & CONTROL LETTERS, 2014, 64 : 36 - 42
  • [5] Upper Limb Electrical Stimulation Using Input-Output Linearization and Iterative Learning Control
    Freeman, Christopher T.
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2015, 23 (04) : 1546 - 1554
  • [6] A LINEAR MATRIX INEQUALITY APPROACH TO H-INFINITY CONTROL
    GAHINET, P
    APKARIAN, P
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 1994, 4 (04) : 421 - 448
  • [7] Gu Keqin, 2003, CONTROL ENGN SER BIR
  • [8] Repetitive process based design and experimental verification of a dynamic iterative learning control law
    Hladowski, Lukasz
    Galkowski, Krzysztof
    Nowicka, Weronika
    Rogers, Eric
    [J]. CONTROL ENGINEERING PRACTICE, 2016, 46 : 157 - 165
  • [9] ITERATIVE LEARNING CONTROL SYNTHESIS BASED ON 2-D SYSTEM-THEORY
    KUREK, JE
    ZAREMBA, MB
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1993, 38 (01) : 121 - 125
  • [10] Robust two-dimensional iterative learning control for batch processes with state delay and time-varying uncertainties
    Liu, Tao
    Gao, Furong
    [J]. CHEMICAL ENGINEERING SCIENCE, 2010, 65 (23) : 6134 - 6144