Variability Impact of Many Design Parameters: The Case of a Realistic Electronic Link

Abstract : In this paper, we adopt the so-called sparse polynomial chaos metamodel for the uncertainty quantification in the framework of high-dimensional problems. This metamodel is used to model a realistic electronic bus structure with a large number of uncertain input parameters such as those related to microstrip line geometries. It aims at estimating quantities of interest, such as statistical moments, probability density functions, and provides sensitivity analysis of a response. It drastically reduces the model computational cost with regard to brute force Monte Carlo (MC) simulation. The method presents a good performance and is validated in comparison with MC simulation. © 1964-2012 IEEE.
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IEEE Transactions on Electromagnetic Compatibility, Institute of Electrical and Electronics Engineers, 2018, 60 (1), pp.34-41. 〈10.1109/TEMC.2017.2727961〉
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https://hal-univ-rennes1.archives-ouvertes.fr/hal-01637412
Contributeur : Laurent Jonchère <>
Soumis le : vendredi 17 novembre 2017 - 15:24:43
Dernière modification le : mercredi 5 septembre 2018 - 15:08:04

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M. Larbi, I.S. Stievano, F.G. Canavero, P. Besnier. Variability Impact of Many Design Parameters: The Case of a Realistic Electronic Link. IEEE Transactions on Electromagnetic Compatibility, Institute of Electrical and Electronics Engineers, 2018, 60 (1), pp.34-41. 〈10.1109/TEMC.2017.2727961〉. 〈hal-01637412〉

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