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Development of the three-dimensional deterioration prediction model of the concrete frost damage depth

Research Project

Project/Area Number 24510241
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKobe City College of Technology

Principal Investigator

Takashina Yutaka  神戸市立工業高等専門学校, その他部局等, 准教授 (30187950)

Co-Investigator(Kenkyū-buntansha) MARUYAMA Kyuichi  元長岡技術科学大学, 工学部, 教授 (30126479)
Co-Investigator(Renkei-kenkyūsha) Jacobsen Stefan  Norwegian University of Science and Technology, 博士
Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥260,000 (Direct Cost: ¥200,000、Indirect Cost: ¥60,000)
Fiscal Year 2013: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2012: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Keywords凍害深さ / 赤外線サ-モグラフィ / 超音波測定 / 3次元デジタル写真計測 / ニュ-ラルネットワ-ク / 超音波診断 / ニューラルネットワーク / GWT透水係数 / コンクリ-ト / 赤外線評価 / SS試験(ノルウェ-王国、トロンハイム)
Outline of Final Research Achievements

As development of the frost damage depth evaluation, amount of scaling damage of the concrete surface portion was improved by a visual evaluation system. Surface irregularity figure was grasped with the non-contact digital photography of the frost damage deterioration part. In addition, both infrared ray's thermography method and the ultrasound method are necessary. And then a three-dimensional model was command in the considered technology of the frost damage depth by the unification of the each method result. Because a hierarchical neural network is used, in the frost damage under natural environments of the compound deterioration, that damage inference and evaluation is possible. In this research, each subject matter of concrete frost damage depth is basically needed as three dimensions model of deterioration predictive inference.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (13 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (7 results) (of which Acknowledgement Compliant: 3 results,  Peer Reviewed: 4 results) Presentation (2 results) Book (4 results)

  • [Journal Article] 『赤外線サ-モグラフィを用いたモルタルのスケ-リング評価』2015

    • Author(s)
      高科豊
    • Journal Title

      神戸高専産学官技術フォ-ラム’15講演論文集

      Volume: 1 Pages: 25-26

    • Related Report
      2015 Annual Research Report
    • Acknowledgement Compliant
  • [Journal Article] 「PROPOSAL OF SIMPLE DIAGNOSIS FOR CONCRETE SCALING DAMAGE BY INFRARED THERMOGRAPH」2014

    • Author(s)
      Yutaka Takashina
    • Journal Title

      International Congress on Durability of Concrete 2nd ICDC2014 India, New Delhi

      Volume: 1

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] コンクリ-ト 構造物に関する スケ-リング 感度解析2014

    • Author(s)
      高科豊
    • Journal Title

      産学官 技術フォ-ラム’14 講演論文集

      Volume: 1 Pages: 1-2

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] デジタル写真によるコンクリ-ト表面剥離の3次元計測2013

    • Author(s)
      高科豊、高田瑞葵
    • Journal Title

      平成24年度総合情報センタ-広報(神戸高専)

      Volume: 1 Pages: 22-24

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] コンクリ-トにおけるスケ-リングの3Dサーモフュージョンの取り組み2013

    • Author(s)
      高科豊
    • Journal Title

      神戸高専研究成果報告書

      Volume: 1 Pages: 37-39

    • Related Report
      2012 Research-status Report
  • [Journal Article] コンクリ-トにおけるスケ-リングの3Dサーモフュージョンの取り組み2013

    • Author(s)
      高科豊
    • Journal Title

      平成24年度 高専-長岡技科大共同研究助成実績報告書

      Volume: 1 Pages: 1-3

    • Related Report
      2012 Research-status Report
  • [Journal Article] 「QUANTITATIVE CONSIDERATION OF CONCRETE FROST SURFACE DAMAGE'S SCALING BY INFRARED RAYS」2012

    • Author(s)
      YUTAKA Takashina
    • Journal Title

      International Congress on

      Volume: PDF USB FILE Pages: 1-15

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 『コンクリートのスケーリング劣化に関する要因感度解析』2015

    • Author(s)
      高科豊
    • Organizer
      社団法人土木学会第70回年次学術講演会講演概要集
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 凍結防止剤や防水層に関するコンクリ-ト損傷の特性

    • Author(s)
      前田雅道、高科 豊
    • Organizer
      平成24年度社団法人土木学会関西支部年次学術講演会
    • Place of Presentation
      神戸市立高専
    • Related Report
      2012 Research-status Report
  • [Book] 公益社団法人土木学会土木材料実験指導書2015年改訂版2016

    • Author(s)
      橋本親典、上野敦、高科豊、緑川猛彦他
    • Total Pages
      249
    • Publisher
      丸善、土木学会コンクリ-ト委員会発刊
    • Related Report
      2015 Annual Research Report
  • [Book] 社団法人 土木学会 土木材料実験指導書 2015年改訂版2015

    • Author(s)
      橋本親典、上野敦、緑川猛彦、高科豊
    • Total Pages
      249
    • Publisher
      丸善、土木学会 書籍
    • Related Report
      2014 Research-status Report
  • [Book] 公益社団法人土木学会土木材料実験指導書2013年改訂版第2刷発行2014

    • Author(s)
      橋本親典、上野敦、高科豊、緑川猛彦他
    • Total Pages
      249
    • Publisher
      丸善
    • Related Report
      2013 Research-status Report
  • [Book] 公益社団法人土木学会土木材料実験指導書2013年改訂版2013

    • Author(s)
      橋本親典、高科豊、緑川猛彦他
    • Total Pages
      249
    • Publisher
      丸善、公益法人土木学会
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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