bibtype C - Conference Paper (international conference)
ARLID 0438351
utime 20240111140857.4
mtime 20150105235959.9
SCOPUS 84964379836
WOS 000370073804049
DOI 10.1109/CDC.2014.7040034
title (primary) (eng) Semi-receding Horizon Algorithm for “Sufficiently Exciting” MPC with Adaptive Search Step
specification
page_count 6 s.
media_type C
serial
ARLID cav_un_epca*0438349
ISBN 978-1-4673-6088-3
title Proceedings of the 53rd IEEE Conference on Decision and Control (CDC 2014)
page_num 4142-4147
publisher
place Los Angeles
name IEEE
year 2014
keyword Model predictive
keyword Control
keyword Nonlinear systems
author (primary)
ARLID cav_un_auth*0305702
name1 Žáčeková
name2 E.
country CZ
author
ARLID cav_un_auth*0281469
name1 Pčolka
name2 M.
country CZ
author
ARLID cav_un_auth*0101074
full_dept (cz) Teorie řízení
full_dept Department of Control Theory
department (cz)
department TR
full_dept Department of Control Theory
name1 Čelikovský
name2 Sergej
institution UTIA-B
fullinstit Ústav teorie informace a automatizace AV ČR, v. v. i.
author
ARLID cav_un_auth*0021057
name1 Šebek
name2 M.
country CZ
source
source_type textový dokument
url http://library.utia.cas.cz/separaty/2014/TR/celikovsky-0438351.pdf
source_size 459 kB
cas_special
project
ARLID cav_un_auth*0292613
project_id GA13-20433S
agency GA ČR
abstract (eng) In this paper, the task of finding an algorithm providing sufficiently excited data within the MPC framework is tackled. Such algorithm is expected to take action only when the re-identification is needed and it shall be used as the “least costly” closed loop identification experiment for MPC. The already existing approach based on maximization of the smallest eigenvalue of the information matrix increase is revised and an adaptation by introducing a semi-receding horizon principle is performed. Further, the optimization algorithm used for the maximization of the provided information is adapted such that the constraints on the maximal allowed control performance deterioration are handled more carefully and are incorporated directly into the process instead of using them just as a termination condition. The effect of the performed adaptations is inspected using a numerical example.
action
ARLID cav_un_auth*0312094
name The 53rd IEEE Conference on Decision and Control (CDC 2014)
dates 15.12.2014-17.12.2014
place Los Angeles
country US
RIV BC
reportyear 2015
num_of_auth 4
presentation_type PR
inst_support RVO:67985556
permalink http://hdl.handle.net/11104/0241783
cooperation
ARLID cav_un_auth*0305697
name Czech Technical University in Prague, Faculty of Electrical Engineering, Department of Control Engineering
institution ČVUT v Praze, FEL, Katedra řídicí techniky
country CZ
confidential S
arlyear 2014
mrcbU14 84964379836 SCOPUS
mrcbU34 000370073804049 WOS
mrcbU56 textový dokument 459 kB
mrcbU63 cav_un_epca*0438349 Proceedings of the 53rd IEEE Conference on Decision and Control (CDC 2014) 978-1-4673-6088-3 4142 4147 Los Angeles IEEE 2014 CFP14CDC-USB Catalog Number: CFP14CDC-CDR