DocumentCode :
649540
Title :
Stochastic thermal modeling by polynomial chaos expansion
Author :
Codecasa, L. ; Di Rienzo, Luca
Author_Institution :
Dipt. di Elettron., Politec. di Milano, Milan, Italy
fYear :
2013
fDate :
25-27 Sept. 2013
Firstpage :
33
Lastpage :
38
Abstract :
In this paper an effective approach is proposed for generating stochastic compact thermal models of electronics components and packages. The approach exhibits high levels of accuracy for very small state space dimensions of the model. It is also efficient since it requires the solution of few deterministic thermal problems in the frequency domain. The achieved stochastic compact models can be used to accurately determining not only the stochastic properties of junction temperatures but also of the whole spatio-temporal distribution of thermal variables within the electronics component or package, for all waveforms of injected powers.
Keywords :
chaos; electronics packaging; polynomials; semiconductor device models; stochastic processes; deterministic thermal problems; electronics components; electronics packages; frequency domain; junction temperatures; polynomial chaos expansion; spatio-temporal distribution; stochastic compact thermal models; stochastic properties; stochastic thermal modeling; thermal variables; very small state space dimensions; Computational modeling; Electronic packaging thermal management; Heating; Mathematical model; Polynomials; Stochastic processes;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Thermal Investigations of ICs and Systems (THERMINIC), 2013 19th International Workshop on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-2271-0
Type :
conf
DOI :
10.1109/THERMINIC.2013.6675234
Filename :
6675234
Link To Document :
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