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 …

[PDF][PDF] Optimal experiment design for open and closed-loop system identification

X Bombois, M Gevers, R Hildebrand… - … in information and …, 2011 - researchgate.net
This article reviews the development of experiment design in the field of identification of
dynamical systems, from the early work of the seventies on input design for open loop …

Least costly identification experiment for control

X Bombois, G Scorletti, M Gevers, PMJ Van den Hof… - Automatica, 2006 - Elsevier
All approaches to optimal experiment design for control have so far focused on deriving an
input signal (or input signal spectrum) that minimizes some control-oriented measure of …

System identification of complex and structured systems

H Hjalmarsson - European journal of control, 2009 - Elsevier
A key issue in system identification is how to cope with high system complexity. In this
contribution we stress the importance of taking the application into account in order to cope …

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 …

Experimental evaluation of model predictive control with excitation (MPC-X) on an industrial depropanizer

CA Larsson, CR Rojas, X Bombois… - Journal of Process …, 2015 - Elsevier
It is commonly observed that over the lifetime of most model predictive controllers, the
achieved performance degrades over time. This effect can often be attributed to the fact that …

D-optimal simultaneous multistep excitations for aircraft parameter estimation

P Lichota, K Sibilski, P Ohme - Journal of Aircraft, 2017 - arc.aiaa.org
In this study, a numerical procedure for designing an aircraft system-identification maneuver
with simultaneous flight-control deflections is described. The elevator, aileron, and rudder …

Cheapest open-loop identification for control

X Bombois, G Scorletti, M Gevers… - 2004 43rd IEEE …, 2004 - ieeexplore.ieee.org
This paper presents a new method of identification experiment design for control. Our
objective is to design the open-loop identification experiment with minimal excitation such …

[PDF][PDF] Cascade tanks system identification for robust predictive control

W Jakowluk, S Jaszczak - Bulletin of the Polish Academy of …, 2022 - bibliotekanauki.pl
The main goal of estimating models for industrial applications is to guarantee the cheapest
system identification. The requirements for the identification experiment should not be …