Enhancing Shoulder Joint Biofidelity in the VIVA+ Human Body Model and Evaluating its Response
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Publicerad
Typ
Examensarbete på kandidatnivå
Bachelor Thesis
Bachelor Thesis
Modellbyggare
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Sammanfattning
Previous versions of the VIVA+ human body models have demonstrated excessive shoulder
stiffness compared to experiments conducted on postmortem human subjects. This study
aims to enhance the biofidelity of the shoulder in the VIVA+ model. Data from studies
involving postmortem human subject experiments were extracted and applied to two
separate models of the acromioclavicular and sternoclavicular joint. Different verification
tests were implemented to ensure that the mechanical properties of the joints were
implemented correctly. The data from the studies were also used to construct biomechanical
response corridors. The model modifications were implemented and evaluated in LS-DYNA,
and the corridors were constructed in Python using principal component analysis and
Bayesian regression. Initially, a force-deflection corridor was intended, but limitations in
the deflection data restricted the final corridor construction to the force-time response.
Analysis of the corridors showed that the choice of principal components affected the
physical reasonability. The final validation of the updated model involved comparing it
with the previous iteration and the response corridors. By implementing the joints in an
updated model in LS-DYNA and comparing the simulated VIVA+ response with these
corridors, it was possible to assess how closely the updated model was to the experimental
human response. The results showed that the updated model was less stiff than the original
VIVA+ model, for all model types. The comparison to the corridors showed that the
modified model was closer to the corridors at lower impact speed, while the response at
higher speeds still differed from the experimental range. This indicates that the updated
shoulder joints improved the response of the model, but further development is still needed
to fully represent the biomechanical behaviour of the shoulder.
Beskrivning
Ämne/nyckelord
Bayesian Regression, Finite Element Method, Human Body Model, Principle Component Analysis, Shoulder Joint
