Publication :


Title:

Scaling-law-based metamodels for the sizing of actuation systems

Authors: M. Budinger, I. Hazyuk, F. Sanchez and J.-C. Maré
Year: avril 2014
Proceedings de : 6th International Conference on Recent Advances in Aerospace Actuation Systems and Components.
ISBN : 978-2-87649-063-5
Pages 129-135


Abstract:
This paper presents a new metamodel form and associated construction procedure adapted to the sizing tasks of mechatronics systems. This method of meta-modeling uses scaling laws to extract compact forms of design models from local numerical simulations. Compared to traditional metamodels (polynomial response surfaces, kriging radial basis function) the scaling-law-based metamodels have the advantage of a light, compact form and good predictive accuracy over a wide range of the design variables (several orders of magnitude). The general regression process is first explained and then illustrated with a limited angle electromagnetic actuator example.

Bibtex citation :
@INPROCEEDINGS{Budinger2014,
Author={Budinger, M. and Hazyuk, I. and Sanchez, F. and Mar\'e, J.-C.},
Title={Scaling-law-based metamodels for the sizing of actuation systems },
Booktitle={6th International Conference on Recent Advances in Aerospace Actuation Systems and Components},
Pages={129-135},
Year={2014}}


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