ニューロ非線形多変量解析に基づく自動車防錆設計  [in Japanese] Anti-Corrosion Design of Automotive Vehicles Using Neural-Network-based Nonlinear Multivariate Analysis  [in Japanese]

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Abstract

The practical and accurate method for corrosion life prediction and anti-corrosion design of automobiles have been newly developed. A number of case studies on corrosion occurrence from automobiles aged from 4 to 10years in a real environment were collected. The neural-network-based nonlinear multivariate analysis method was applied to derive implicit relations of corrosion in automobiles from the collected case studies. Firstly, the method was used for the corrosion occurrence prediction about the SILL OUTER parts. Success rate of the prediction was over 90%. Secondly, the method was used to predict the E-coat thickness on the inner side of the SILL OUTER parts required for corrosion protection. Actual and estimated E-coat thickness values agreed reasonably well with each other, i.e. with a high linear correlation factor of 0.9.

Journal

  • Zairyo-to-Kankyo

    Zairyo-to-Kankyo 51(6), 262-268, 2002-06-15

    Japan Society of Corrosion Engineering

References:  18

  • <no title>

    坂内恒雄

    表面技術 46(6), 487, 1995

    Cited by (1)

  • <no title>

    佐藤登

    材料と環境[Zairyo-to-Kankyo (Corros. Eng.)] 32, 379, 1983

    Cited by (1)

  • <no title>

    笠井章匡

    自動車技術 43(11), 51, 1989

    Cited by (1)

  • <no title>

    山本祥三

    自動車技術会学術講演会集 123, 1989

    Cited by (1)

  • <no title>

    RAMAMURTHY A. C.

    SAE Technical Paper 101, 1993

    Cited by (1)

  • <no title>

    金丸龍也

    材料と環境[Zairyo-to-Kankyo (Corros. Eng.)] 44, 612, 1995

    Cited by (1)

  • <no title>

    藤田栄

    材料と環境[Zairyo-to-Kankyo (Corros. Eng.)] 50(3), 115, 2001

    Cited by (1)

  • <no title>

    藤田栄

    材料と環境[Zairyo-to-Kankyo (Corros. Eng.)] 50(3), 124, 2001

    Cited by (1)

  • <no title>

    吉村忍

    シミュレーション 15(1), 3, 1996

    Cited by (1)

  • <no title>

    YOSHIMURA S.

    Transactions of ASME, Jorunal of Pressure Vessel Technology 118, 237, 1996

    Cited by (1)

  • <no title>

    八木晃一

    シミュレーション 15(1), 3, 1996

    Cited by (1)

  • <no title>

    柳井晴夫

    多変量解析ハンドブック, 1986

    Cited by (31)

  • <no title>

    松田聡浩

    日本機械学会論文集C 64(619), 1004, 1998

    Cited by (1)

  • <no title>

    矢川元基

    感性と設計, 1999

    Cited by (5)

  • <no title>

    中野馨

    ニュ-ロコンピュ-タの基礎, 1990

    Cited by (45)

  • <no title>

    矢川元基

    計算力学[V]材料力学のためのニューロ応用, 1997

    Cited by (3)

  • <no title>

    ZHANG X. G.

    5^<th> International Conferenceon Zinc and Zinc Alloy Coated Steel Sheet-GALVATECH, 2001 311, 2001

    Cited by (1)

  • <no title>

    矢川元基

    「計算固体力学」, 現代基礎工学シリーズ, 2001

    Cited by (1)

Cited by:  1

Codes

  • NII Article ID (NAID)
    10008562398
  • NII NACSIS-CAT ID (NCID)
    AN10235427
  • Text Lang
    JPN
  • Article Type
    Journal Article
  • ISSN
    09170480
  • NDL Article ID
    6185912
  • NDL Source Classification
    ZP41(科学技術--金属工学・鉱山工学)
  • NDL Call No.
    Z17-266
  • Data Source
    CJP  CJPref  NDL  J-STAGE 
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