A survey on iterative learning control for nonlinear systems

JX Xu - International Journal of Control, 2011 - Taylor & Francis
In this article we review the recent advances in iterative learning control (ILC) for nonlinear
dynamic systems. In the research field of ILC, two categories of system nonlinearities are …

Using basis functions in iterative learning control: analysis and design theory

J van de Wijdeven, OH Bosgra - International Journal of Control, 2010 - Taylor & Francis
In this article, we discuss iterative learning control (ILC) for systems with input/output (i/o)
basis functions. First, we show that various different ILC formulations in the literature can be …

Newton method based iterative learning control for discrete non-linear systems

T Lin, DH Owens, J Hätönen - International Journal of Control, 2006 - Taylor & Francis
Significant progress has been achieved in terms of both theory and industrial applications of
iterative learning control (ILC) in the past decade. However, the techniques of solving non …

Robust optimal design and convergence properties analysis of iterative learning control approaches

JX Xu, Y Tan - Automatica, 2002 - Elsevier
In this paper, we address four major issues in the field of iterative learning control (ILC)
theory and design. The first issue is concerned with ILC design in the presence of system …

[图书][B] Iterative learning control: analysis, design, integration and applications

Z Bien, JX Xu - 2012 - books.google.com
Iterative Learning Control (ILC) differs from most existing control methods in the sense that, it
exploits every possibility to incorporate past control informa tion, such as tracking errors and …

[图书][B] Iterative learning control: convergence, robustness and applications

Y Chen, C Wen - 1999 - Springer
THE CONTROL FUNCTION from the ILC algorithm is applied to a system as an open-loop
control and is updated by ILC updating law in a closed-loop fashion. From the robust …

Robust iterative learning control for a class of nonlinear systems

JX Xu, Z Qu - Automatica, 1998 - Elsevier
A novel nonlinear control scheme—robust iterative learning control (RILC) is developed in
this paper. The new robust ILC system provides a general framework targeting at …

Iterative learning control design without a priori knowledge of the control direction

JX Xu, R Yan - Automatica, 2004 - Elsevier
In this work we explore the possibility of designing a new iterative learning control scheme
for systems without a priori knowledge of the control direction. By incorporating a Nussbaum …

A survey of iterative learning control

DA Bristow, M Tharayil… - IEEE control systems …, 2006 - ieeexplore.ieee.org
This article surveyed the major results in iterative learning control (ILC) analysis and design
over the past two decades. Problems in stability, performance, learning transient behavior …

Iterative learning control: A tutorial and big picture view

KL Moore, YQ Chen, HS Ahn - … of the 45th IEEE Conference on …, 2006 - ieeexplore.ieee.org
Iterative Learning Control: A Tutorial and Big Picture View Page 1 Proceedings of the 45th
IEEE Conference on Decision & Control WeTT3.2 Manchester Grand Hyatt Hotel San Diego …