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How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology

How to evaluate driver spontaneous reactions in various collision patterns in a quantitative way is one of the most important topics in vehicle safety. Firstly, this paper constructs representative numerical crash scenarios described by impact velocity, impact angle and contact position based on fin...

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Detalles Bibliográficos
Autores principales: Zhang, Wen, Cao, Jieer, Xu, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730198/
https://www.ncbi.nlm.nih.gov/pubmed/29240789
http://dx.doi.org/10.1371/journal.pone.0189455
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author Zhang, Wen
Cao, Jieer
Xu, Jun
author_facet Zhang, Wen
Cao, Jieer
Xu, Jun
author_sort Zhang, Wen
collection PubMed
description How to evaluate driver spontaneous reactions in various collision patterns in a quantitative way is one of the most important topics in vehicle safety. Firstly, this paper constructs representative numerical crash scenarios described by impact velocity, impact angle and contact position based on finite element (FE) computation platform. Secondly, a driver cabin model is extracted and described in the well validated multi-rigid body (MB) model to compute the value of weighted injury criterion to quantitatively assess drivers’ overall injury under certain circumstances. Furthermore, based on the coupling of FE and MB, parametric studies on various crash scenarios are conducted. It is revealed that the WIC (Weighted Injury Criteria) value variation law under high impact velocities is quite distinct comparing with the one in low impact velocities. In addition, the coupling effect can be elucidated by the fact that the difference of WIC value among three impact velocities under smaller impact angles tends to be distinctly higher than that under larger impact angles. Meanwhile, high impact velocity also increases the sensitivity of WIC under different collision positions and impact angles. Results may provide a new methodology to quantitatively evaluate driving behaviors and serve as a significant guiding step towards collision avoidance for autonomous driving vehicles.
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spelling pubmed-57301982017-12-22 How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology Zhang, Wen Cao, Jieer Xu, Jun PLoS One Research Article How to evaluate driver spontaneous reactions in various collision patterns in a quantitative way is one of the most important topics in vehicle safety. Firstly, this paper constructs representative numerical crash scenarios described by impact velocity, impact angle and contact position based on finite element (FE) computation platform. Secondly, a driver cabin model is extracted and described in the well validated multi-rigid body (MB) model to compute the value of weighted injury criterion to quantitatively assess drivers’ overall injury under certain circumstances. Furthermore, based on the coupling of FE and MB, parametric studies on various crash scenarios are conducted. It is revealed that the WIC (Weighted Injury Criteria) value variation law under high impact velocities is quite distinct comparing with the one in low impact velocities. In addition, the coupling effect can be elucidated by the fact that the difference of WIC value among three impact velocities under smaller impact angles tends to be distinctly higher than that under larger impact angles. Meanwhile, high impact velocity also increases the sensitivity of WIC under different collision positions and impact angles. Results may provide a new methodology to quantitatively evaluate driving behaviors and serve as a significant guiding step towards collision avoidance for autonomous driving vehicles. Public Library of Science 2017-12-14 /pmc/articles/PMC5730198/ /pubmed/29240789 http://dx.doi.org/10.1371/journal.pone.0189455 Text en © 2017 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Zhang, Wen
Cao, Jieer
Xu, Jun
How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title_full How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title_fullStr How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title_full_unstemmed How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title_short How to quantitatively evaluate safety of driver behavior upon accident? A biomechanical methodology
title_sort how to quantitatively evaluate safety of driver behavior upon accident? a biomechanical methodology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5730198/
https://www.ncbi.nlm.nih.gov/pubmed/29240789
http://dx.doi.org/10.1371/journal.pone.0189455
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