Robust iterative learning control for nonrepetitive uncertain systems

D Meng, KL Moore - IEEE Transactions on Automatic Control, 2016 - ieeexplore.ieee.org
This technical note proposes a robust iterative learning control (ILC) strategy to regulate
iteratively-operated, finite-duration nonrepetitive systems characterized by iteration-varying …

Iterative learning control for robotic path following with trial-varying motion profiles

Y Chen, B Chu, CT Freeman - IEEE/ASME Transactions on …, 2022 - ieeexplore.ieee.org
Iterative learning control (ILC) aims to maximize the performance of systems performing
repeated tracking tasks. However, in most existing applications, the motion profile is …

Robust design of integrated feedback and iterative learning control of a batch process based on a 2D Roesser system

J Shi, F Gao, TJ Wu - Journal of Process Control, 2005 - Elsevier
To improve stability and convergence, feedback control is often incorporated with iterative
learning control (ILC), resulting in feedback feed-forward ILC (FFILC). In this paper, a …

[BOK][B] Iterative learning control algorithms and experimental benchmarking

E Rogers, B Chu, C Freeman, P Lewin - 2023 - books.google.com
Iterative Learning CONTROL ALGORITHMS AND EXPERIMENTAL BENCHMARKING
Iterative Learning Control Algorithms and Experimental Benchmarking Presents key cutting …

Iterative learning control for a class of nonlinear systems with random packet losses

X Bu, F Yu, Z Hou, F Wang - Nonlinear Analysis: Real World Applications, 2013 - Elsevier
This paper considers the problem of iterative learning control (ILC) for a class of nonlinear
systems with random packet dropouts. It is assumed that an ILC scheme is implemented via …

Data‐driven multivariable ILC: enhanced performance by eliminating L and Q filters

J Bolder, S Kleinendorst… - International Journal of …, 2018 - Wiley Online Library
Iterative learning control (ILC) algorithms enable high‐performance control design using
only approximate models of the system. To deal with severe modeling errors, a robustness …

Robust iterative learning control design: application to a robot manipulator

A Tayebi, S Abdul, MB Zaremba… - IEEE/ASME Transactions …, 2008 - ieeexplore.ieee.org
This paper deals with robust iterative learning control design for uncertain single-input-
single-output linear time-invariant systems. The design procedure is based upon solving the …

Iterative learning control for path-following tasks with performance optimization

Y Chen, B Chu, CT Freeman - IEEE Transactions on Control …, 2021 - ieeexplore.ieee.org
The classical problem setup of iterative learning control (ILC) is to enforce tracking of a
reference profile specified at all time points in the fixed task duration. The removal of the time …

Iterative learning control for uncertain systems: Robust monotonic convergence analysis

J Van de Wijdeven, T Donkers, O Bosgra - Automatica, 2009 - Elsevier
In this paper, we present a novel Robust Monotonic Convergence (RMC) analysis approach
for finite time interval Iterative Learning Control (ILC) for uncertain systems. For that purpose …

Convergence conditions for solving robust iterative learning control problems under nonrepetitive model uncertainties

D Meng - IEEE transactions on neural networks and learning …, 2018 - ieeexplore.ieee.org
Learning from saved measurement and control data to refine the performance of output
tracking is the core feature of iterative learning control (ILC). Even though this …