Evaluating submarining in female human body models: Predicting occurrence and timing through biomechanics and restraint metrics

This study illustrates that both restraint based and internally derived HBM metrics can be used to predict the occurrence and timing of submarining. It further addresses a gap in the literature to relate to female HBM validation in frontal impact conditions. The findings will enable engineers to more effectively utilize HBMs to contribute to the development of safer vehicles, linking biomechanics to restraint design.

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Publication Details

Journal
Traffic Injury Prevention
Published
2025-12-09
DOI
https://doi.org/10.1080/15389588.2025.2584493
Primary Topic
Automotive and Human Injury Biomechanics
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating submarining in female human body models: Predicting occurrence and timing through biomechanics and restraint metrics

Wade von Kleeck, Francis Scott Gayzik, Bharath Koya, Andrea Robinson et al.
Traffic Injury Prevention
Automotive and Human Injury Biomechanics
article

Evaluating submarining in female human body models: Predicting occurrence and timing through biomechanics and restraint metrics

Wade von Kleeck, Francis Scott Gayzik, Bharath Koya, Andrea Robinson, A Gonzalo
article en

Abstract

This study illustrates that both restraint based and internally derived HBM metrics can be used to predict the occurrence and timing of submarining. It further addresses a gap in the literature to relate to female HBM validation in frontal impact conditions. The findings will enable engineers to more effectively utilize HBMs to contribute to the development of safer vehicles, linking biomechanics to restraint design.

Traffic Injury Prevention
Wake Forest University (US)
Openalex Percentile: Top 42%
Automotive and Human Injury Biomechanics
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