Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
A unified experiment design framework for detection and identification in closed-loop performance diagnosis
Show others and affiliations
2012 (English)In: Decision and Control (CDC), 2012 IEEE 51st Annual Conference on, IEEE , 2012, 2152-2157 p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a least-costly experiment design framework for closed-loop performance diagnosis using prediction error identification. The performance diagnosis methodology consists in verifying whether an identified model of the true system lies in a performance-related region of interest. The experiment design framework minimizes the overall excitation cost incurred for detecting the cause of the performance drop and re-identifying the system dynamics when the degraded performance is due to control-relevant system changes. The optimal design of excitation signals is performed for a desired detection rate and a pre-specified level of accuracy required for the re-identified model.

Place, publisher, year, edition, pages
IEEE , 2012. 2152-2157 p.
Series
Proceedings of the IEEE Conference on Decision and Control, ISSN 0191-2216
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:kth:diva-119174DOI: 10.1109/CDC.2012.6426717Scopus ID: 2-s2.0-84874279930OAI: oai:DiVA.org:kth-119174DiVA: diva2:610401
Conference
51st IEEE Conference on Decision and Control, CDC 2012, 10 December 2012 through 13 December 2012, Maui, HI
Funder
EU, FP7, Seventh Framework Programme, FP7/2007-2013
Note

QC 20130311

Available from: 2013-03-11 Created: 2013-03-08 Last updated: 2013-03-11Bibliographically approved

Open Access in DiVA

No full text

Other links

Publisher's full textScopus

Authority records BETA

Hjalmarsson, Håkan

Search in DiVA

By author/editor
Hjalmarsson, Håkan
By organisation
Automatic ControlACCESS Linnaeus Centre
Engineering and Technology

Search outside of DiVA

GoogleGoogle Scholar

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 42 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf