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Injury Prediction for Emergency Rescue using Degital Human Models

Research Project

Project/Area Number 23500513
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Biomedical engineering/Biological material science
Research InstitutionNippon Bunri University (2012-2013)
Tokyo Institute of Technology (2011)

Principal Investigator

UJIHASHI SADAYUKI  日本文理大学, 工学部, その他 (80016675)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords交通事故 / 自動車乗員 / 傷害予測 / 衝突事故 / 人体デジタルモデル / 有限要素法 / 自動車有限要素モデル
Research Abstract

Injury prediction based on data from in-vehicle devices, known as AACN, is expected to reduce trauma deaths. The existing prediction method developed by statistical analysis of the accident database used delta-V as the factor.
However, crash pattern such as wrap-ratio should be considered, as it also affects injury outcomes. Numerical simulations of various frontal crashes with vehicle and occupant dummy models were performed. The results were classified into seven categories based on waveform of vehicle acceleration by cluster analysis, and prediction equations were developed as function of delta-V and the category. It was revealed that delta-V and the category could represent the acceleration features, and compartment intrusion depended on the category. The equations were significantly different among the categories and predicted well dummy's injuries in tests. Thus, this study suggested a method to develop injury prediction equations with two factors for accurate and immediate AACN.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (14 results)

All 2014 2013 2012 2011 Other

All Journal Article (8 results) (of which Peer Reviewed: 5 results) Presentation (6 results)

  • [Journal Article] Injury prediction based on classifications of vehicle acceleration waveforms in frontal crashes2014

    • Author(s)
      Maika Katagiri, Yusuke Miyazaki, Sadayuki Ujihashi, Takashi Fukaya, Keiichi Ito, Hiroyuki Suzuki and Toshiro Okuyama
    • Journal Title

      International Journal of Crashworthiness

      Volume: Vol.10 Pages: 1-10

    • Related Report
      2013 Annual Research Report 2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development of occupant injury prediction algorithms for advanced automatic collision notification by numerical crash reconstructions2013

    • Author(s)
      Maika Katagiri, Yusuke Miyazaki, Jonas Pramudita and Sadayuki Ujihashi
    • Volume
      13-0149
    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Classification of Crash Pattern Based on Vehicle Acceleration and Prediction Algorithm for Occupant Injury2013

    • Author(s)
      Katagiri, M., Tsubouchi, H., Ujihashi, S., Fukaya, T., Awano, M., Ito, K., Suzuki, H ., Okuyama, T
    • Journal Title

      International Journal of Society of Automotive Engineers

      Volume: No.10 Pages: 9-16

    • NAID

      130005140115

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of Vehicle Deformation based on Acceleration from Event Data Recorder2012

    • Author(s)
      Katagiri, M., Tsubouchi, H., Ujihashi, S., Fukaya, T., Awano, M., Ito, K
    • Journal Title

      Proceedings of the 6th International Conference on Coupled Instabilities in Metal Structures (CIMS)

      Pages: 383-390

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Development and Application of Stress-Based Skull Fracture Criteria Using a Head Finite Element Model2012

    • Author(s)
      Maika KATAGIRI, Kenta KATAGATA, Jonas A. PRAMUDITA and Sadayuki UJIHASHI
    • Journal Title

      Journal of Biomechanical Science and Engineering

      Volume: Vol.7, No.4 Pages: 449-462

    • NAID

      130003366806

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of Vehicle Deformation based on Acceleration from2012

    • Author(s)
      Katagiri, M., Tsubouchi, H., Ujihashi, S., Fukaya, T., Awano, M.,Ito, K.
    • Journal Title

      Proceedings of the 6th International Conference on

      Volume: 1 Pages: 383-390

    • Related Report
      2012 Research-status Report
  • [Journal Article] 車両加速度波形による衝突形態判別と乗員傷害予測アルゴリズム2012

    • Author(s)
      片桐麻衣佳,坪内博之,宇治橋貞幸,深谷敬,粟野正浩,伊藤敬一
    • Journal Title

      自動車技術会春季学術講演会前刷集

      Volume: No.1-12 Pages: 13-16

    • Related Report
      2012 Research-status Report
  • [Journal Article] 人体モデルを用いた前面衝突事故シミュレーションによる乗員の傷害予測2011

    • Author(s)
      片桐麻衣佳,薄衣佑太郎,ジョナス アディティヤ プラムディタ,宮崎祐介,宇治橋貞幸
    • Journal Title

      自動車技術会2011年春季大会学術講演会前刷集

      Volume: No.78-11 Pages: 15-18

    • Related Report
      2011 Research-status Report
  • [Presentation] 車載センサデータに基づく事故時の車体変形判別手法の構築2014

    • Author(s)
      内田 忠宏、宮崎 祐介、三浦 祐司(東京工業大学)、宇治橋 貞幸(日本文理大学)、深谷 敬、堂免 弘樹、奥山 敏郎、前田 雅史(三菱自動車工業)
    • Organizer
      自動車技術会2014春季学術講演会、No.372
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2013 Annual Research Report
  • [Presentation] 前面衝突時の車両加速度波形の分類に基づく傷害予測2013

    • Author(s)
      片桐 麻衣佳、宮崎 祐介(東京工業大学)、宇治橋 貞幸(日本文理大学)、深谷 敬、伊藤 敬一、鈴木 祐之、奥山 敏郎(三菱自動車工業)
    • Organizer
      自動車技術会2013春季学術講演会、No.132
    • Place of Presentation
      パシフィコ横浜
    • Related Report
      2013 Annual Research Report
  • [Presentation] Development of occupant injury prediction algorithms for advanced automatic collision notification by numerical crash reconstructions2013

    • Author(s)
      Maika Katagiri, Yusuke Miyazaki, Jonas Pramudita and Sadayuki Ujihashi
    • Organizer
      ESV2013, Paper Number 13-0149
    • Place of Presentation
      ソウル(韓国)
    • Related Report
      2013 Annual Research Report
  • [Presentation] 車両加速度波形による衝突形態判別と乗員傷害予測アルゴリズム2012

    • Author(s)
      片桐麻衣佳, 宇治橋貞幸
    • Organizer
      自動車技術会春季学術講演会前刷集
    • Related Report
      2013 Final Research Report
  • [Presentation] 車載センサデータに基づく事故時の車体変形判別手法の構築

    • Author(s)
      内田忠宏, 宮崎祐介, 三浦祐司, 宇治橋貞幸, 深谷敬, 堂免弘樹, 奥山敏郎, 前田雅史
    • Organizer
      自動車技術会2014春季学術講演会
    • Related Report
      2013 Final Research Report
  • [Presentation] 前面衝突時の車両加速度波形の分類に基づく傷害予測

    • Author(s)
      片桐麻衣佳, 宮崎祐介, 宇治橋貞幸, 深谷敬, 伊藤敬一, 鈴木祐之, 奥山敏郎
    • Organizer
      自動車技術会2013春季学術講演会
    • Related Report
      2013 Final Research Report

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Published: 2011-08-05   Modified: 2019-07-29  

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