• 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