Iterative feedback tuning—an overview

H Hjalmarsson - International journal of adaptive control and …, 2002 - Wiley Online Library
Adaptive and iterative control algorithms based on explicit criterion minimization are briefly
reviewed and an overview of one such algorithm, iterative feedback tuning (IFT), is …

From experiment design to closed-loop control

H Hjalmarsson - Automatica, 2005 - Elsevier
The links between identification and control are examined. The main trends in this research
area are summarized, with particular focus on the design of low complexity controllers from a …

Identification for control: From the early achievements to the revival of experiment design

M Gevers - European journal of control, 2005 - Elsevier
This paper presents the author's views on the development of identification for control. The
paper reviews the emergence of this subject as a specific topic over the last 15 years, at the …

Input design via LMIs admitting frequency-wise model specifications in confidence regions

H Jansson, H Hjalmarsson - IEEE transactions on Automatic …, 2005 - ieeexplore.ieee.org
A framework for reformulating input design problems in prediction error identification as
convex optimization problems is presented. For linear time-invariant single input/single …

A personal view of the development of system identification: A 30-year journey through an exciting field

M Gevers - IEEE Control systems magazine, 2006 - ieeexplore.ieee.org
In this article the author describes the development of system identification in the control
community as he has observed it over the last 30 years, both as a student of the subject …

Identification For Control: Optimal Input Design With Respect To A Worst-Case -gap Cost Function

R Hildebrand, M Gevers - SIAM Journal on Control and optimization, 2002 - SIAM
Parameter identification experiments deliver an identified model together with an ellipsoidal
uncertainty region in parameter space. The objective of robust controller design is thus to …

Estimating linear time-invariant models of nonlinear time-varying systems

L Ljung - European Journal of Control, 2001 - Elsevier
The standard machinery for system identification of linear time-invariant (LTI) models
delivers a nominal model and a confidence (uncertainty) region around it, based on (second …

A decade of progress in iterative process control design: from theory to practice

M Gevers - Journal of process control, 2002 - Elsevier
One of the most active areas of research in the nineties has been the study of the interplay
between system identification and robust control design. It has led to the development of …

Model validation for control and controller validation in a prediction error identification framework—Part I: Theory

M Gevers, X Bombois, B Codrons, G Scorletti… - Automatica, 2003 - Elsevier
We propose a model validation procedure that consists of a prediction error identification
experiment with a full order model. It delivers a parametric uncertainty ellipsoid and a …

System Identification without Lennart Ljung: what would have been different?

M Gevers - Forever Ljung in System Identification, 2006 - hal.science
This chapter presents a personal view on the development of identification theory in the
control community, starting from the year 1965. We show how two landmark papers,(Ho and …