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Journal articles
Scaling-law-based metamodels for the sizing of mechatronic systems
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 (FEM). 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 on different examples: a purely numerical test function, a limited angle electromagnetic actuator and a flexible mechanical hinge.
Cited literature [43 references]
https://hal.archives-ouvertes.fr/hal-00949210
Contributor : Marc Budinger <>
Submitted on : Friday, February 21, 2014 - 1:39:24 PM
Last modification on : Wednesday, June 24, 2020 - 4:18:52 PM
Long-term archiving on: : Sunday, April 9, 2017 - 2:15:51 PM
Contributor : Marc Budinger <>
Submitted on : Friday, February 21, 2014 - 1:39:24 PM
Last modification on : Wednesday, June 24, 2020 - 4:18:52 PM
Long-term archiving on: : Sunday, April 9, 2017 - 2:15:51 PM
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MetaModel_withSLAW_v1.2.pdf
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