The-Quan Pham
OptiY e.K., Aschaffenburg, Germany
Alfred Kamusella
Technische Universität Dresden, Institute of Electromechanical and Electronic Design, Germany
Holger Neubert
Technische Universität Dresden, Institute of Electromechanical and Electronic Design, Germany
Ladda ner artikelhttp://dx.doi.org/10.3384/ecp11063668Ingår i: Proceedings of the 8th International Modelica Conference; March 20th-22nd; Technical Univeristy; Dresden; Germany
Linköping Electronic Conference Proceedings 63:74, s. 668-672
Publicerad: 2011-06-30
ISBN: 978-91-7393-096-3
ISSN: 1650-3686 (tryckt), 1650-3740 (online)
This paper presents a new approach to extract Modelica codes from finite element analysis or measurement data automatically. The finite element model or the real system on the test bench is adaptively sam-pled while applying the Gaussian process with a few number of model calculations or measurement points. Based on these support points; a meta- or surrogate model of the system is built. Thus; Modelica codes can be generated automatically. These algorithms are implemented in the multidisciplinary design software OptiY®. Its application is demonstrated on the example of an electromagnetic actuator.
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