熱伝導法則を応用した応答曲面法の評価関数への適用による熱設計パラメータ最適化に関する研究 Research of Revised Thermal Design Parameter Optimization with Response Surface Method Application for Fitness Function

抄録

For the thermal management of the electric products, the compact modeling method is commonly applied to the numerical analysis with the simplification of the each component used in the products, on the view point of the best thermal design. In the generation of the compact modeling, the method that the model parameters are optimized toward to the fitness between the temperature value of numerical analysis result and the actual hardware testing data, is conventionally used, with some monitored points which are given in advance. However, it was found that this conventional method with the quadratic polynomial caused the important problem on the view point of the analysis quality if the Response Surface Method is used of the parameter optimization. Therefore in this research to resolve this problem, we suggest the method that the response surfaces, which are based on the heat conduction law, are composed for each monitored location, and the fitness function is given with these surfaces. This method is applied into some compact modeling and the benefit is verified. The meanwhile of the temperature difference between the numerical analysis result and the solution field is decreased half, and the divergence makes one-tenth decrease.

収録刊行物

シミュレーション   [巻号一覧]

シミュレーション 24(3), 249-257, 2005-09-15  [この号の目次]

日本シミュレーション学会

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各種コード

  • NII論文ID(NAID) :
    110003983889
  • NII書誌ID(NCID) :
    AN00329524
  • 本文言語コード :
    JPN
  • ISSN :
    02859947
  • NDL 記事登録ID :
    7682073
  • NDL 雑誌分類 :
    ZM13(科学技術--科学技術一般--データ処理・計算機)
  • NDL 請求記号 :
    Z14-893
  • 収録DB :
    NDL  NII-ELS