1. Evaluation of a diverse population of morphed human body models for prediction of vehicle occupant crash kinematics
- Author
-
Karl-Johan Larsson, Johan Iraeus, Bengt Pipkorn, Jingwen Hu, and Jason Forman
- Subjects
Male ,genetic structures ,Computer science ,Biomedical Engineering ,Bioengineering ,Crash ,Kinematics ,Machine learning ,computer.software_genre ,SAFER ,Humans ,Obesity ,reproductive and urinary physiology ,Human Body ,business.industry ,fungi ,Accidents, Traffic ,General Medicine ,Biomechanical Phenomena ,Computer Science Applications ,Human-Computer Interaction ,Morphing ,Diverse population ,Female ,Artificial intelligence ,business ,human activities ,computer ,psychological phenomena and processes - Abstract
Morphing can be used to alter human body models (HBMs) to represent a diverse population of occupants in car crashes. The mid-sized male SAFER HBM v9 was parametrically morphed to match 22 Post Mortem Human Subjects, loaded in different configurations. Kinetics and kinematics were compared for the morphed and baseline HBMs. In frontal impacts, the morphed HBMs correlated closer with the kinematics of obese subjects, but lower to small females. In lateral impacts HBM responses were too stiff. This study outlines a necessary evaluation of all HBMs that should be morphed to represent the diverse population in vehicle safety evaluations.
- Published
- 2021
- Full Text
- View/download PDF