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Towards a comprehensive framework for simulation-based vehicle systems design validation
University of Michigan.
University of Michigan.
University of Michigan.
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2013 (English)In: International Journal of Vehicle Design, ISSN 0143-3369, E-ISSN 1741-5314, Vol. 61, no .1/2/3/4, p. 233-248Article in journal (Refereed) Published
Abstract [en]

We present an overview of our most recent and ongoing research efforts to develop a comprehensive framework for simulation-based design validation of vehicle systems. Specifically, we present the three major building blocks of our framework: (1) the introduction of an appropriate validation metric for dealing with the multivariate functional data that are the output of dynamic vehicle systems; (2) the robust implementation of a Bayesian interval-based hypothesis testing technique for quantifying the confidence in simulation models used for design under uncertainty; (3) the development of a sequential design optimisation and calibration-based validation methodology that addresses the inadequacy of current validation practices in simulation-based design optimisation. We present a simple yet illustrative example and discuss the techniques being developed currently that will complete the proposed framework

Place, publisher, year, edition, pages
2013. Vol. 61, no .1/2/3/4, p. 233-248
National Category
Other Engineering and Technologies not elsewhere specified
Identifiers
URN: urn:nbn:se:ltu:diva-12456DOI: 10.1504/IJVD.2013.050847Local ID: b9c15fe4-ad86-4bff-87eb-ec35247916eeOAI: oai:DiVA.org:ltu-12456DiVA, id: diva2:985407
Note
Upprättat; 2013; 20110318 (marsan)Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2017-11-24Bibliographically approved

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Kokkolaras, Michael

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