色相分布変動に注目した画像処理とニューラルネットワークによる電子部品の信頼性推定 Reliability Estimation of Electric Parts by Colour Image Processing and Neural Network

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This paper describes reliability estimation of electric parts using image processing and a neural network. Efficiency of carbon film resistors in reliability test is estimated from colour image features by feed-forward network. In general, image processing techniques play important roles in many engineering applications and developments. Thus, intelligent image processing techniques are required in the reliability fields in order to establish more efficient quality control schemes. This paper describes some experimental results on reliability estimation using a neural network and image processing for reliability test. Performance degradations of carbon film resistors are estimated from their colour images. We attempt to find appropriate estimated value of resistance at every testing hours, in order to establish a convinient method for reliability estimation. We first discuss some essential issues to be considered in reliability problems. It is shown that the image processing and neural network approarch give good results compared with multiple linear regression and real measured results. Furthermore, the efficiency of the method is indicated by applying it to image data for calculation of MTTF.

収録刊行物

  • 電気学会論文誌. D, 産業応用部門誌 = The transactions of the Institute of Electrical Engineers of Japan. D, A publication of Industry Applications Society  

    電気学会論文誌. D, 産業応用部門誌 = The transactions of the Institute of Electrical Engineers of Japan. D, A publication of Industry Applications Society 119(3), 377-382, 1999-03 

    The Institute of Electrical Engineers of Japan

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各種コード

  • NII論文ID(NAID)
    10002817872
  • NII書誌ID(NCID)
    AN10012320
  • 本文言語コード
    JPN
  • 資料種別
    ART
  • ISSN
    09136339
  • NDL 記事登録ID
    4663882
  • NDL 雑誌分類
    ZN31(科学技術--電気工学・電気機械工業)
  • NDL 請求記号
    Z16-1608
  • データ提供元
    CJP書誌  NDL  J-STAGE 
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