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System Identification for Automotive Systems: Opportunities and Challenges
Johannes Kepler Univ Linz, Inst Design & Control Mechatron Syst, Altenbergerstr 69, A-4040 Linz, Austria..
KTH, School of Electrical Engineering (EES), Centres, ACCESS Linnaeus Centre.ORCID iD: 0000-0002-9368-3079
Johannes Kepler Univ Linz, Inst Design & Control Mechatron Syst, Altenbergerstr 69, A-4040 Linz, Austria..
2012 (English)In: IDENTIFICATION FOR AUTOMOTIVE SYSTEMS / [ed] Alberer, D Hjalmarsson, H DelRe, L, SPRINGER-VERLAG BERLIN , 2012, p. 1-+Conference paper, Published paper (Refereed)
Abstract [en]

Without control many essential targets of the automotive industry could not be achieved. As control relies directly or indirectly on models and model quality directly influences the control performance, especially in feed-forward structures as widely used in the automotive world, good models are needed. Good first principle models would be the first choice, and their determination is frequently difficult or even impossible. Against this background methods and tools developed by the system identification community could be used to obtain fast and reliably models, but a large gap seems to exist: neither these methods are sufficiently well known in the automotive community, nor enough attention is paid by the system identification community to the needs of the automotive industry. This introduction summarizes the state of the art and highlights possible critical issues for a future cooperation as they arose from an ACCM Workshop on Identification for Automotive Systems recently held in Linz, Austria.

Place, publisher, year, edition, pages
SPRINGER-VERLAG BERLIN , 2012. p. 1-+
Series
Lecture Notes in Control and Information Sciences, ISSN 0170-8643 ; 418
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-245319ISI: 000306990500001Scopus ID: 2-s2.0-84855873108ISBN: 978-1-4471-2220-3 (print)OAI: oai:DiVA.org:kth-245319DiVA, id: diva2:1295647
Conference
Workshop on Identification for Automotive Systems, JUL 15-16, 2010, Johannes Kepler Univ Linz, Linz, AUSTRIA
Note

QC 20190312

Available from: 2019-03-12 Created: 2019-03-12 Last updated: 2019-08-21Bibliographically approved

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