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 …
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 …
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
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 …
dynamical systems, from the early work of the seventies on input design for open loop …
Least costly identification experiment for control
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 …
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 …
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 …
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
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 …
achieved performance degrades over time. This effect can often be attributed to the fact that …
D-optimal simultaneous multistep excitations for aircraft parameter estimation
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 …
with simultaneous flight-control deflections is described. The elevator, aileron, and rudder …
Cheapest open-loop identification for control
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 …
objective is to design the open-loop identification experiment with minimal excitation such …
[PDF][PDF] Cascade tanks system identification for robust predictive control
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 …
system identification. The requirements for the identification experiment should not be …