• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Development of Evaluation Method for Vehicle Body Deformation in Accidents Using Polygon Mesh Model by Image Analysis

Research Project

Project/Area Number 18K13961
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 25020:Safety engineering-related
Research InstitutionSuwa University of Science

Principal Investigator

Kuniyuki Hiroshi  公立諏訪東京理科大学, 工学部, 教授 (30804223)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords交通事故分析 / 車体変形計測 / 乗員傷害予測
Outline of Final Research Achievements

This study can build a highly reproducible 3D vehicle body model using the SfM method by taking pictures with a high lap rate (approximately 95% or more) from a high point (approximately 7 m or more). It was verified that the amount of deformation of the deformed vehicle body can be evaluated at approximately 5% (± 10 mm).
Moreover, analysis using the US accident database clarified the effect of roof deformation for occupant injuries in side impact collision. Based on the results, this study constructed an occupant injury prediction model that takes into account the amount of vehicle body deformation, and improved the prediction sensitivity to approximately 88% compared to the conventional prediction model.

Academic Significance and Societal Importance of the Research Achievements

先進衝突自動通報(AACN)の適用拡大に向けて、重症度予測によるトリアージは最も重要な課題の一つであり、乗員傷害予測精度のさらなる向上が求められている。本研究の成果によって乗員傷害予測に対する車体変形量の影響が明らかになり、写真撮影から車体変形量を計測、評価する基盤が構築できた。さらに、得られた車体変形量を用いた乗員傷害予測式によって、事故現場でのトリアージの判断や乗員傷害予測精度の向上に貢献できると考える。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (3 results)

All 2021 2020 2019

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (2 results)

  • [Journal Article] 3 次元道路線形計測による中山間地域の交通事故要因の研究2020

    • Author(s)
      國行 浩史、行田 拓人、窪田 雄聡
    • Journal Title

      自動車技術会論文集

      Volume: 51 Pages: 938-943

    • NAID

      130007919273

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] 車体変形を考慮した乗員傷害予測手法に関する研究2021

    • Author(s)
      國行 浩史
    • Organizer
      自動車技術会2021年春季大会学術講演会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 乗員傷害予測における車体変形情報に関する研究2019

    • Author(s)
      國行 浩史
    • Organizer
      自動車技術会2019年秋季大会学術講演会
    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi