Dynamic Compact Thermal Model with Neural Networks for Radar Applications

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dc.contributor.author Mallet, G. en_US
dc.contributor.author Leray, Ph. en_US
dc.contributor.author Polaert, H. en_US
dc.contributor.author Tolant, C. en_US
dc.contributor.author Eudeline, Ph. en_US
dc.date.accessioned 2006-12-12T13:47:26Z
dc.date.available 2006-12-12T13:47:26Z
dc.date.issued 2006 en_US
dc.identifier.citation Proceedings of 12th International Workshop on Thermal investigations of ICs, THERMINIC 2006, p. 118-122 en_US
dc.identifier.isbn 2-916187-04-9 en_US
dc.identifier.other handle TIMA 2243/therminic2006_DCT118 en_US
dc.identifier.uri http://hdl.handle.net/2042/6549
dc.description.abstract This article deals with the creation of a compact thermal model. In this aim, we apply some well-known methods such as FEM model reduction and identification of RC networks. To go further than already existing approaches, we also introduce the use of artificial neural networks (ANNs) to cope with nonlinearities which may appear in thermal phenomenons. A new hybrid model, trying to gather the advantages of ANNs and RC networks, is applied on a simple thermal problem. The need of samples will also lead us to carry out, in parallel, the FEM model reduction. The reduced FEM model will then be used to generate the required databases and validate the compact model results. en_US
dc.format.extent 993678 bytes
dc.format.mimetype application/pdf
dc.language.iso EN en_US
dc.publisher TIMA Editions , Grenoble, France en_US
dc.rights http://irevues.inist.fr/utilisation en_US
dc.source Proceedings of 12th International Workshop on Thermal investigations of ICs, THERMINIC 2006, p. 118-122 en_US
dc.subject Compact Thermal Model, Finite Elements Method, Neural Networks en_US
dc.title Dynamic Compact Thermal Model with Neural Networks for Radar Applications en_US
dc.type Conference proceeding en_US
dc.contributor.affiliation Advanced studies - Thales Air Defence [France] en_US
dc.contributor.affiliation LITIS - INSA Rouen [France] en_US
dc.contributor.affiliation Advanced studies - Thales Air Defence [France] en_US
dc.contributor.affiliation Advanced studies - Thales Air Defence [France] en_US
dc.contributor.affiliation Advanced studies - Thales Air Defence [France] en_US


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