Skip to main content
Log in

Investigation on Driver’s Lower Limb Injury Based on 3D Active Muscle Model During Offset Frontal Impact

  • Regular Paper
  • Published:
International Journal of Precision Engineering and Manufacturing Aims and scope Submit manuscript

Abstract

Lower limb injuries occupy a high percentage of the traffic accident injuries among road users. However, the injury outcomes in accident statistics is somehow different from the results in cadaver tests. The purpose of this study is to determine the influence of active muscle function on the kinetics result of lower limb injuries during emergency braking in car frontal collision. Based on a human body numerical model regrading a Chinese 50th percentile male lower extremity with active muscles, frontal collisions under different overlaps were established. Then, by comparing the peak forces and moments of the femur and tibia, the dynamic responses of lower limbs under different load conditions were determined. Furthermore, the distribution of stress indicators was analyzed to determine the influence of active muscle and collision overlaps on the injury outcomes at a micro level. Results show that active muscle has a significant effect on the lower limbs, which are particularly affected by the increase of bending moments. The moment caused by the active muscles in the right tibia is 3.7 times greater than that of the femur. Moreover, the effect of active muscle is more significant in small overlap frontal impact. In the 25% overlap collision, the moment caused by the active muscles of the tibia increase by 1.2 times that of the 40% offset collision. In conclusion, this study can provide an explanation on the differences of lower limb injuries between the cadaveric tests and traffic accidents statistics.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10

Similar content being viewed by others

References

  1. Kelley, M. E., Talton, J. W., Weaver, A. A., Usoro, A. O., Barnard, E. R., & Miller, A. N. (2019). Associations between upper extremity injury patterns in side impact motor vehicle collisions with occupant and crash characteristics. Accident Analysis & Prevention, 122, 1–7.

    Article  Google Scholar 

  2. Schmitt, K. U., Niederer, P., Muser, M., & Walz, F. (2010). Trauma biomechanics (pp. 143–152). Berlin: Springer.

    Book  Google Scholar 

  3. Ye, X., Gaewsky, J. P., Miller, L. E., Jones, D. A., Kelley, M. E., Suhey, J. D., & Stitzel, J. D. (2018). Numerical investigation of driver lower extremity injuries in finite element frontal crash reconstruction. Traffic injury prevention, 19(sup1), S21–S28.

    Article  Google Scholar 

  4. Huelke, D. F., O’Day, J., & States, J. D. (1982). Lower extremity injuries in automobile crashes. Accident Analysis & Prevention, 14(2), 95–106.

    Article  Google Scholar 

  5. Wallace, A., Von Jouanne, A., Williamson, S., & Smith, A. (2001, October). Performance prediction and test of adjustable, permanent-magnet, load transmission systems. In Conference Record of the 2001 IEEE Industry Applications Conference. 36th IAS Annual Meeting (Cat. No. 01CH37248) (Vol. 3, pp. 1648–1655). IEEE.

  6. Ono, E. (2004). Vehicle dynamics control based on tire grip margin. Proceedings of AVEC'04, 8, 531–536.

  7. Rupp, J. D. (2006). Biomechanics of hip injuries in frontal motor-vehicle crashes (Doctoral dissertation, University of Michigan).

  8. Xiao, S., Shi, X., Qu, Z., & Yang, J. (2019). Knee kinetics responses to frontal impact with active muscle function during vehicle crash. International Journal of Precision Engineering and Manufacturing, 20(11), 2007–2017.

    Article  Google Scholar 

  9. Kallieris, D., Otte, D., Mattern, R., & Wiedmann, P. (1995). Comparison of sled tests with real traffic accidents (No. 952707). SAE Technical Paper.

  10. Chang, C. Y., Rupp, J. D., Kikuchi, N., & Schneider, L. W. (2008). Development of a finite element model to study the effects of muscle forces on knee-thigh-hip injuries in frontal crashes (No. 2008–22–0018). SAE Technical Paper.

  11. Chang, C. Y., Rupp, J. D., Reed, M. P., Hughes, R. E., & Schneider, L. W. (2009). Predicting the effects of muscle activation on knee, thigh, and hip injuries in frontal crashes using a finite-element model with muscle forces from subject testing and musculoskeletal modeling (No. 2009–22–0011). SAE Technical Paper.

  12. Shi, M. G., Hassan, M. T., & Meguid, S. A. (2019). Nonlinear multibody dynamics and finite element modeling of occupant response: part II-frontal and lateral vehicle collisions. International Journal of Mechanics and Materials in Design, 15(1), 23–41.

    Article  Google Scholar 

  13. Jiang, X., Yang, J., & Xiao, Z. (2013). A study on occupant chest injury protection based on integrated optimization of car body structure and restraint system. Automotive Engineering, 35(4), 369–374.

    Google Scholar 

  14. Huang, C., Wang, Z. (1998). Enhancement of dummy's lower extremities' model in mathematical simulation of vehicle crash. Automotive Engineering, 1998(02).

  15. Yan, L., Xie, W., Cao, L., Xu, W., Dai, H., & Zhang, K. (2019). Injury responses of the dummy based on Chinese anthropometric data in frontal crash. Automotive Engineering, 41(03), 289–297.

    Google Scholar 

  16. Wei, C., Chen, Q., & Zhang, G. (2018). Measurement and analysis for motion posture and corresponding muscle group EMG signals of elbow joint. Metrology and Measurement Technique, 45(06):10–12–16.

  17. Roy, S., Alves-Pinto, A., & Lampe, R. (2018). Modeling of Muscle Activation from Electromyography Recordings in Patients with Cerebral Palsy. Applied Sciences, 8(12), 2345.

    Article  Google Scholar 

  18. Du, X. (2015). Development of Chinese percentile lower leg model and study of bone fracture properties. Hunan university.

  19. Mo, F., Li, F., Behr, M., Xiao, Z., Zhang, G., & Du, X. (2018). A lower limb-pelvis finite element model with 3D active muscles. Annals of biomedical engineering, 46(1), 86–96.

    Article  Google Scholar 

  20. Hill, A. V. (1938). The heat of shortening and the dynamic constants of muscle. Proceedings of the Royal Society of London. Series B-Biological Sciences, 126(843), 136–195.

  21. Liang, H., Guan, Q., Chen, J. (2000). Chinese automobile frontal crash test and regulations. Proceedings of the first international automobile traffic safety seminar.

  22. Mo, F., Duan, S., Jiang, X., Xiao, S., Xiao, Z., Shi, W., & Wei, K. (2018). Investigation of occupant lower extremity injures under various overlap frontal crashes. International journal of automotive technology, 19(2), 301–312.

    Article  Google Scholar 

  23. Kato, D., Nakahira, Y., Atsumi, N., & Iwamoto, M. (2018). Development of human‐body model THUMS Version 6 containing muscle controllers and application to injury analysis in frontal collision after brake deceleration. In 2018 IRCOBI Conference Proceedings. IRCOBI.

  24. Radu, A. I., Trusca, D. D., Toganel, G., & Benea, B. (2020). Study regarding the side impact consequences upon the vehicle occupant using accident reconstruction software. Journal of Automotive Engineering, 41.

  25. Mo, F., Li, J., Dan, M., Liu, T., & Behr, M. (2019). Implementation of controlling strategy in a biomechanical lower limb model with active muscles for coupling multibody dynamics and finite element analysis. Journal of biomechanics, 91, 51–60.

    Article  Google Scholar 

  26. Shi, X., Xiao, S., & Qie, Y. (2020). Analysis of chest injury characteristics in frontal vehicle collision under three typical overlaps. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, 0954407020957482.

  27. Jammes, Y., Behr, M., Llari, M., Bonicel, S., Weber, J. P., & Berdah, S. (2017). Emergency braking is affected by the use of cruise control. Traffic injury prevention, 18(6), 636–641.

    Article  Google Scholar 

  28. Beillas, P., Begeman, P. C., Yang, K. H., King, A. I., Arnoux, P. J., Kang, H. S., & Prasad, P. (2001). Lower limb: advanced FE model and new experimental data (No. 2001–22–0022). SAE Technical Paper.

  29. Anderson, A. E., Peters, C. L., Tuttle, B. D., & Weiss, J. A. (2005). Subject-specific finite element model of the pelvis: development, validation and sensitivity studies. Journal of biomechanical engineering, 127(3), 364–373.

    Article  Google Scholar 

  30. Untaroiu, C. D., Yue, N., & Shin, J. (2013). A finite element model of the lower limb for simulating automotive impacts. Annals of biomedical engineering, 41(3), 513–526.

    Article  Google Scholar 

  31. Schuster, P. J., & Chou, C. C. (2000). Development and validation of a pedestrian lower limb non-linear 3-D finite element model (No. 2000–01-SC21). SAE Technical Paper.

  32. Myers, B. S., Woolley, C. T., Slotter, T. L., Garrett, W. E., & Best, T. M. (1998). The influence of strain rate on the passive and stimulated engineering stress–large strain behavior of the rabbit tibialis anterior muscle. Journal of biomechanical engineering, 120(1), 126–132.

    Article  Google Scholar 

  33. Myers, B. S., Van Ee, C. A., Camacho, D. L., Woolley, C. T., & Best, T. M. (1995). On the structural and material properties of mammalian skeletal muscle and its relevance to human cervical impact dynamics (No. 952723). SAE Technical Paper.

Download references

Acknowledgements

This study was supported by funds from Natural Science Foundation of Hebei Province (E2020202017), National Natural Science Foundation of China (61871173) and Science & Technology Research Program of Higher Education in Hebei Province (QN2019123). The authors would thank Fuhao MO from Hunan University for his contributions to this study.

Funding

This study was supported by funds from Natural Science Foundation of Hebei Province (E2020202017), National Natural Science Foundation of China (61871173) and Science & Technology Research Program of Higher Education in Hebei Province (QN2019123).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sen Xiao.

Ethics declarations

Conflict of interest

The authors declare that there is no conflict of interest.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendices

Appendices

1.1 Appendix A

See Table

Table 3 Experiments on original model verification [18]

3.

1.2 Appendix B

See Table

Table 4 Comparison between the simulation and experimental results [19]

4.

1.3 Appendix C

See Tables

Table 5 Bone material parameters of lower extremities

5 and

Table 6 Muscle material parameter of lower extremities

6.

1.4 Appendix D

See Fig. 

Fig. 11
figure 11

Acceleration curves of 25% and 40% overlap offset collision

11.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, W., Xiao, S., Qu, Z. et al. Investigation on Driver’s Lower Limb Injury Based on 3D Active Muscle Model During Offset Frontal Impact. Int. J. Precis. Eng. Manuf. 22, 877–888 (2021). https://doi.org/10.1007/s12541-021-00480-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12541-021-00480-7

Keywords

Navigation