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Study on improvement of defect detection algorithm for non-contact acoustic inspection

Research Project

Project/Area Number 15K06195
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Structural engineering/Earthquake engineering/Maintenance management engineering
Research InstitutionToin University of Yokohama

Principal Investigator

Kazuko Sugimoto  桐蔭横浜大学, 工学(系)研究科(研究院), 研究員(移行) (60642171)

Co-Investigator(Kenkyū-buntansha) 杉本 恒美  桐蔭横浜大学, 工学(系)研究科(研究院), 教授(移行) (80257427)
Research Collaborator UTAGAWA NORIYUKI  佐藤工業㈱, 技術研究所
KURODA CHITOSE  佐藤工業㈱, 技術研究所
UECHI ITSUKI  桐蔭横浜大学, 大学院工学研究科, 研究員
KOSUGE NOBUAKI  桐蔭横浜大学, 大学院工学研究科, 大学院生
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords非接触非破壊検査法 / コンクリート内部欠陥検出 / 振動エネルギー比 / スペクトルエントロピー / 欠陥検出アルゴリズム / コンクリート健全部評価 / LRAD / レーザドップラ振動計 / 非接触音響探査 / コンクリート内部欠陥 / 長距離音響放射装置 / たわみ振動 / 非接触音響探査法 / psv400
Outline of Final Research Achievements

In order to detect an internal defect (a crack, a peeling, a cavity) of concrete structures, noncontact non-destructive inspection method from a long distance was studied. Using airborne sound waves and a laser Doppler vibrometer, internal defects up to 10 cm deep from the concrete surface can be measured from a distance of 30 m at present. In this research, we proposed a defect detection algorithm using acoustic features such as vibration energy ratio and spectral entropy. It was verified with a concrete wall specimen containing several circular cavity or peeling defects, and good results were obtained. Furthermore, in order to cope with actual concrete structures, the statistical evaluation of a healthy part of concrete was carried out by healthy-part extraction algorithm using two acoustic feature quantities. Then, the effect to detect internal defects was increased.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (32 results)

All 2018 2017 2016 2015

All Journal Article (8 results) (of which Peer Reviewed: 2 results,  Open Access: 4 results) Presentation (23 results) (of which Int'l Joint Research: 10 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] Detection of internal defects of concrete structures based on statistical evaluation of healthy part of concrete by the noncontact acoustic inspection method2018

    • Author(s)
      K.Sugimoto, T.Sugimoto, N.Utagawa, C.Kuroda, and A.Kawakami
    • Journal Title

      Jpn. J. Appl. Phys.

      Volume: 印刷中

    • NAID

      210000149299

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 音波照射加振とレーザドップラ振動計による土木構造物の非接触・非破壊検査法の紹介(前編)2017

    • Author(s)
      杉本恒美,杉本和子,歌川紀之,黒田千歳,片倉景義
    • Journal Title

      検査技術

      Volume: 22 Pages: 7-17

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 音波照射加振とレーザドップラ振動計による土木構造物の非接触・非破壊検査法の紹介(後編)2017

    • Author(s)
      杉本恒美,杉本和子,歌川紀之,黒田千歳,片倉景義
    • Journal Title

      検査技術

      Volume: 22 Pages: 8-17

    • Related Report
      2017 Annual Research Report
  • [Journal Article] コンクリート構造物のための非接触音響探査法に関する研究: 鉄筋腐食によるコンクリートひび割れの検出2017

    • Author(s)
      杉本和子,杉本恒美
    • Journal Title

      桐蔭論叢

      Volume: 36 Pages: 203-206

    • NAID

      120006313240

    • Related Report
      2017 Annual Research Report
    • Open Access
  • [Journal Article] 空中放射音波を用いたコンクリート構造物のための非接触検査法に関する研究 ― 統計解析によるコンクリート健全部の評価 ―2016

    • Author(s)
      杉本和子
    • Journal Title

      桐蔭論叢

      Volume: 34 Pages: 149-154

    • NAID

      120005768421

    • Related Report
      2016 Research-status Report
    • Open Access
  • [Journal Article] 空中放射音波を用いた非接触音響探査法に関する研究, -コンクリート供試体を用いた鉄筋腐食ひび割れの検出および強度分布の推定-2016

    • Author(s)
      杉本和子,杉本恒美,河野豊,西土隆幸
    • Journal Title

      電子情報通信学会技術研究報告(信学技報)

      Volume: 115,No.464 Pages: 35-40

    • Related Report
      2015 Research-status Report
  • [Journal Article] Defect-detection algorithm for noncontact acoustic inspection using spectrum entropy2015

    • Author(s)
      Kazuko Sugimoto, Ryo Akamatsu, Tsuneyoshi Sugimoto, Noriyuki Utagawa, Chitose Kuroda, Kageyoshi Katakura
    • Journal Title

      Japanese Journal of Applied Physics

      Volume: 54 Issue: 7S1 Pages: 07HC15-07HC15

    • DOI

      10.7567/jjap.54.07hc15

    • NAID

      210000145398

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] SLDVと空中放射音波を用いたコンクリート非破壊検査―スペクトルエントロピーを用いた探査アルゴリズムに関する検討―2015

    • Author(s)
      杉本和子,杉本恒美
    • Journal Title

      桐蔭論叢

      Volume: 32 Pages: 213-220

    • NAID

      110009985541

    • Related Report
      2015 Research-status Report
  • [Presentation] 非接触音響探査法のための欠陥検出アルゴリズム (その2 )2018

    • Author(s)
      杉本 和子, 杉本 恒美, 歌川 紀之, 黒田 千歳
    • Organizer
      安全・安心な社会を築く先進材料・非破壊計測技術シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] コンクリート非破壊計測のための非接触音響探査法に関する研究―健全部評価に関する検討―2017

    • Author(s)
      杉本和子,杉本恒美,上地樹,小菅信章,歌川紀之
    • Organizer
      日本音響学会春季研究発表会
    • Place of Presentation
      明治大学生田キャンパス
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] The defect detection algorithm that combined spectrum entropy with vibrational energy ratio for acoustic inspection method2017

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Noriyuki Utagawa, Kageyoshi Katakura
    • Organizer
      Acoustics '17 Boston
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extraction of healthy part using two acoustic characteristics for defect detection by non-contact acoustic inspection method2017

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Takeyuki Ohdaira, Itsuki Uechi, Noriyuki Utagawa
    • Organizer
      2017 IEEE International Ultrasonics Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of internal defects of concrete by non-contact acoustic inspection method -Evaluation of healthy part of concrete-2017

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Noriyuki Utagawa, Chitose Kuroda
    • Organizer
      The 38th Symposium on Ultrasonic Electronics (USE2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of healthy part of concrete using acoustic characteristics for defect detection by non-contact acoustic inspection method2017

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Nobuaki Kosuge, Noriyuki Utagawa
    • Organizer
      15th Asia Pacific Conference for Non-Destructive Testing (APCNDT2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Study on Noncontact Inspection Method for Concrete Structures, -Evaluation of healthy part for an actual concrete structure-2017

    • Author(s)
      Kazuko Sugimoto, Nobuaki Kosuge, Itsuki Uechi, Tsuneyoshi Sugimoto, Noriyuki Utagawa, Chiose Kuroda
    • Organizer
      12th Toin International Symposium on Biomedical Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 音響探査法を用いたコンクリート表層欠陥探査技術の開発 -健全部評価に関する検討(II) -2017

    • Author(s)
      杉本 和子, 杉本 恒美, 歌川 紀之, 黒田 千歳
    • Organizer
      土木学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] コンクリート非破壊計測のための非接触音響探査法に関する研究 -健全部評価に関する検討-2017

    • Author(s)
      杉本和子,杉本恒美,上地樹,小菅信章,歌川紀之
    • Organizer
      日本音響学会2017 春季研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] The non-contact acoustic inspection method for concrete structures using the defect detection algorithm based on the statistic evaluation for a healthy part of concrete2016

    • Author(s)
      Kazuko Sugimoto, T.Sugimoto, N.Kosuge, C.Kuroda, N.Utagawa
    • Organizer
      5th joint Meeting of Acoustical Society of America and Acoustical Society of Japan
    • Place of Presentation
      Honolulu, Hawaii
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study on Non-contact Inspection Method for Concrete Structures - Detection of cracks due to reinforced corrosion -2016

    • Author(s)
      Kazuko Sugimoto, T.Sugimoto, Y.Kawano, T.Nishido
    • Organizer
      11th Toin International Symposium on Biomedical Engineering
    • Place of Presentation
      Sophos Hall, Toin Gakuen Academium
    • Year and Date
      2016-10-29
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 音響探査法を用いたコンクリート表層欠陥探査技術の開発 ―健全部評価に関する検討-2016

    • Author(s)
      杉本和子,杉本恒美,千星淳,黒田千歳,歌川紀之
    • Organizer
      土木学会第71回年次学術講演会
    • Place of Presentation
      東北大学
    • Year and Date
      2016-09-07
    • Related Report
      2016 Research-status Report
  • [Presentation] The Non-contact Acoustic Inspection Method for Concrete Structures using the Defect Detection Algorithm that Combined Spectrum Entropy with Vibrational Energy Ratio2016

    • Author(s)
      Kazuko Sugimoto, T.Sugimoto, N.Utagawa, K.Katakura
    • Organizer
      19th World Conference on Non-Destructive Testing
    • Place of Presentation
      Munich, Germany
    • Year and Date
      2016-06-13
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 非接触音響探査法のための欠陥検出アルゴリズム2016

    • Author(s)
      杉本和子,杉本恒美,黒田千歳,歌川紀之
    • Organizer
      安全・安心な社会を築く先進材料・非破壊計測技術シンポジウム
    • Place of Presentation
      西之表市民会館(種子島)
    • Year and Date
      2016-03-17
    • Related Report
      2015 Research-status Report
  • [Presentation] コンクリート非破壊計測のための非接触音響探査法に関する研究―鉄筋腐食によるコンクリートひび割れの検出―2016

    • Author(s)
      杉本和子,杉本恒美,河野豊,西土隆幸
    • Organizer
      日本音響学会2016年春季研究発表会
    • Place of Presentation
      桐蔭横浜大学(神奈川)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Research-status Report
  • [Presentation] 空中放射音波を用いた非接触音響探査法に関する研究-コンクリート供試体を用いた鉄筋腐食ひび割れの検出および強度分布の推定-2016

    • Author(s)
      杉本和子,杉本恒美,河野豊,西土隆幸
    • Organizer
      超音波研究会
    • Place of Presentation
      東京大学生産技術研究所
    • Year and Date
      2016-02-29
    • Related Report
      2015 Research-status Report
  • [Presentation] Study on Non-contact Inspection Method for Concrete Structures using Air-borne Sound Wave, -Evaluation for healthy part of concrete by statistical analysis-2015

    • Author(s)
      Kazuko Sugimoto,Tsuneyoshi Sugimoto, Noriyuki Utagawa, Chitose Kuroda, Kageyoshi Katakura
    • Organizer
      10th Toin International Symposium on Biomedical Engineering 2015 (ISBME)
    • Place of Presentation
      Toin Univ. of Yokohama (Yokohama)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Research-status Report
  • [Presentation] The detection of reinforced concrete crack caused by corrosion using non-contact acoustic inspection method2015

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Yutaka Kawano, Takayuki Nishido
    • Organizer
      超音波エレクトロニクスの基礎と応用に関するシンポジウム(USE2015)
    • Place of Presentation
      つくば国際会議場
    • Year and Date
      2015-11-05
    • Related Report
      2015 Research-status Report
  • [Presentation] 音響探査法を用いたコンクリート表層欠陥探査技術の開発―スペクトルエントロピーを用いた欠陥検出アルゴリズムの検討―2015

    • Author(s)
      杉本和子,杉本恒美,黒田千歳,歌川紀之,片倉景義
    • Organizer
      土木学会 第70回 年次学術講演会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] 非接触音響手法による鉄筋腐食ひび割れの検出2015

    • Author(s)
      河野豊,西土隆幸,杉本恒美,杉本和子
    • Organizer
      土木学会 第70回 年次学術講演会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] 非接触音響探査法によるコンクリート表層部の欠陥検出に関する研究―欠陥検出アルゴリズムと強力超音波音源の検討―2015

    • Author(s)
      杉本恒美,杉本和子,歌川紀之,片倉景義
    • Organizer
      第5回 コンクリート構造物の非破壊検査シンポジウム
    • Place of Presentation
      芝浦工業大学(豊洲キャンパス)
    • Year and Date
      2015-08-06
    • Related Report
      2015 Research-status Report
  • [Presentation] Noncontact acoustic inspection method for concrete structures2015

    • Author(s)
      Tsuneyoshi Sugimoto, Kazuko Sugimoto, Noriyuki Utagawa, Kageyoshi Katakura
    • Organizer
      International Conference on the Regeneration and Conservation of Concrete Structures (RCCS)
    • Place of Presentation
      Nagasaki brick hall
    • Year and Date
      2015-06-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Study on the algorithm to detect defects by the non-contact acoustic inspection method using vibration energy ratio and spectrum entropy2015

    • Author(s)
      Kazuko Sugimoto, Tsuneyoshi Sugimoto, Chitose Kuroda, Noriyuki Utagawa, Kageyoshi Katakura
    • Organizer
      2015 International Congress on Ultrasonics (ICU2015)
    • Place of Presentation
      Metz, France
    • Year and Date
      2015-05-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Patent(Industrial Property Rights)] 非接触音響探査法および非接触音響探査システム2016

    • Inventor(s)
      杉本恒美,杉本和子,歌川紀之,黒田千歳
    • Industrial Property Rights Holder
      桐蔭学園,佐藤工業㈱
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2016-241941
    • Filing Date
      2016-12-14
    • Related Report
      2016 Research-status Report

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Published: 2015-04-16   Modified: 2019-03-29  

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