Prediction of the structural response of the femoral shaft under dynamic loading using subject-specific finite element models. Issue 11 (18th August 2017)
- Record Type:
- Journal Article
- Title:
- Prediction of the structural response of the femoral shaft under dynamic loading using subject-specific finite element models. Issue 11 (18th August 2017)
- Main Title:
- Prediction of the structural response of the femoral shaft under dynamic loading using subject-specific finite element models
- Authors:
- Park, Gwansik
Kim, Taewung
Forman, Jason
Panzer, Matthew B.
Crandall, Jeff R. - Abstract:
- Abstract: The goal of this study was to predict the structural response of the femoral shaft under dynamic loading conditions using subject-specific finite element (SS-FE) models and to evaluate the prediction accuracy of the models in relation to the model complexity. In total, SS-FE models of 31 femur specimens were developed. Using those models, dynamic three-point bending and combined loading tests (bending with four different levels of axial compression) of bare femurs were simulated, and the prediction capabilities of five different levels of model complexity were evaluated based on the impact force time histories: baseline, mass-based scaled, structure-based scaled, geometric SS-FE, and heterogenized SS-FE models. Among the five levels of model complexity, the geometric SS-FE and the heterogenized SS-FE models showed statistically significant improvement on response prediction capability compared to the other model formulations whereas the difference between two SS-FE models was negligible. This result indicated the geometric SS-FE models, containing detailed geometric information from CT images with homogeneous linear isotropic elastic material properties, would be an optimal model complexity for prediction of structural response of the femoral shafts under the dynamic loading conditions. The average and the standard deviation of the RMS errors of the geometric SS-FE models for all the 31 cases was 0.46 kN and 0.66 kN, respectively. This study highlights theAbstract: The goal of this study was to predict the structural response of the femoral shaft under dynamic loading conditions using subject-specific finite element (SS-FE) models and to evaluate the prediction accuracy of the models in relation to the model complexity. In total, SS-FE models of 31 femur specimens were developed. Using those models, dynamic three-point bending and combined loading tests (bending with four different levels of axial compression) of bare femurs were simulated, and the prediction capabilities of five different levels of model complexity were evaluated based on the impact force time histories: baseline, mass-based scaled, structure-based scaled, geometric SS-FE, and heterogenized SS-FE models. Among the five levels of model complexity, the geometric SS-FE and the heterogenized SS-FE models showed statistically significant improvement on response prediction capability compared to the other model formulations whereas the difference between two SS-FE models was negligible. This result indicated the geometric SS-FE models, containing detailed geometric information from CT images with homogeneous linear isotropic elastic material properties, would be an optimal model complexity for prediction of structural response of the femoral shafts under the dynamic loading conditions. The average and the standard deviation of the RMS errors of the geometric SS-FE models for all the 31 cases was 0.46 kN and 0.66 kN, respectively. This study highlights the contribution of geometric variability on the structural response variation of the femoral shafts subjected to dynamic loading condition and the potential of geometric SS-FE models to capture the structural response variation of the femoral shafts. … (more)
- Is Part Of:
- Computer methods in biomechanics and biomedical engineering. Volume 20:Issue 11(2017)
- Journal:
- Computer methods in biomechanics and biomedical engineering
- Issue:
- Volume 20:Issue 11(2017)
- Issue Display:
- Volume 20, Issue 11 (2017)
- Year:
- 2017
- Volume:
- 20
- Issue:
- 11
- Issue Sort Value:
- 2017-0020-0011-0000
- Page Start:
- 1151
- Page End:
- 1166
- Publication Date:
- 2017-08-18
- Subjects:
- Subject-specific finite element models -- femur -- three-point bending -- morphing
Biomechanics -- Data processing -- Periodicals
Biomedical engineering -- Periodicals
Biomechanics -- Periodicals
Biomedical Engineering -- methods -- Periodicals
Computing Methodologies -- Periodicals
612.7 - Journal URLs:
- http://www.tandfonline.com/toc/gcmb20/current ↗
http://www.tandfonline.com/ ↗ - DOI:
- 10.1080/10255842.2017.1340459 ↗
- Languages:
- English
- ISSNs:
- 1025-5842
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.100250
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 2784.xml