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2023 | OriginalPaper | Buchkapitel

Multi-objective Optimization Design of Occupant Restraint System Based on Dynamic Weighted Injury Criteria

verfasst von : Long Ying, Rui Liu, Jianquan Xu, Zengcai Lin

Erschienen in: Proceedings of China SAE Congress 2022: Selected Papers

Verlag: Springer Nature Singapore

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Abstract

In order to increase the C-NCAP rating score of a certain developing vehicle under 50FFB and 64OBD crash conditions, the weights of Injury Criteria are calculated, and a DWIC (Dynamic Weighted Injury Criteria) optimization objective is proposed under these two impact conditions. The sensitivity analysis method is used to determine the main factors of occupant injury, then the optimal Latin superelevation method is utilized to design the test matrix, acquiring 64 groups of calculation results. Based on this, the surrogate model of restraint system with DWIC formula is established. Finally, multi-objective optimization is achieved with NSGA-II algorithm to obtain the optimal parameters of the constrained system. The results show that the head and neck injury criteria of driver are reduced by 19.2% and 25.9% respectively, improving 50FFB score by 1.31 points. Rating score under 64OBD condition is improved by 0.94 points. Compared with the original weight, the score improvement is increased by more than 30%. Thus, optimization process based on DWIC is proven to be effective in achieving better rating score for specified vehicle model and evaluation procedures, which would be further used in MPDB tests.

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Literatur
1.
Zurück zum Zitat Zhou, H., Peng, Y., Liu, Z., et al.: A study on protection of restraint system on female drivers with different body types. China Saf. Sci. J. 29(4), 76–82 (2019) Zhou, H., Peng, Y., Liu, Z., et al.: A study on protection of restraint system on female drivers with different body types. China Saf. Sci. J. 29(4), 76–82 (2019)
2.
Zurück zum Zitat Fei, Y., Liu, Z., Liu, S.: Parameter optimization of the restraint system based on the finite element model of human biomechanics. Automob. Technol. 2022, 1–7 (2022) Fei, Y., Liu, Z., Liu, S.: Parameter optimization of the restraint system based on the finite element model of human biomechanics. Automob. Technol. 2022, 1–7 (2022)
3.
Zurück zum Zitat Cao, L., Hu, Y., Yan, L., et al.: A Study on injury protection of 6 years old child occupant based on E-NCAP. Automot. Eng. 39(02), 174–180 (2017) Cao, L., Hu, Y., Yan, L., et al.: A Study on injury protection of 6 years old child occupant based on E-NCAP. Automot. Eng. 39(02), 174–180 (2017)
4.
Zurück zum Zitat Cao, L., Lin, S., Yan, L., et al.: A study on injury protection of 10-years-old child occupant based on E-NCAP. Automot. Eng. 39(06), 653–660 (2017) Cao, L., Lin, S., Yan, L., et al.: A study on injury protection of 10-years-old child occupant based on E-NCAP. Automot. Eng. 39(06), 653–660 (2017)
5.
Zurück zum Zitat Qian, Y., Lin, Z., Wang, Q., et al.: Study on parameter optimization for simulation system of rear side airbag. China Saf. Sci. J. 31(2), 48–54 (2021) Qian, Y., Lin, Z., Wang, Q., et al.: Study on parameter optimization for simulation system of rear side airbag. China Saf. Sci. J. 31(2), 48–54 (2021)
6.
Zurück zum Zitat Chen, Y., Zheng, L.: Simulation and optimization of vehicle frontal crashworthiness based on surrogate model. Automot. Eng. 40(06), 673–678+718 (2018) Chen, Y., Zheng, L.: Simulation and optimization of vehicle frontal crashworthiness based on surrogate model. Automot. Eng. 40(06), 673–678+718 (2018)
7.
Zurück zum Zitat Ge, R., Cui, Z., Liang, H., et al.: Optimization of active safety airbag for 12-year-old children. Automot. Eng. 42(06), 771–777 (2020) Ge, R., Cui, Z., Liang, H., et al.: Optimization of active safety airbag for 12-year-old children. Automot. Eng. 42(06), 771–777 (2020)
8.
Zurück zum Zitat Xin, L., Liu, X., Zhou, Z., et al.: Design optimization of vehicle occupant restraint system based on adaptive surrogate model. Automot. Eng. 42(07), 887–893 (2020) Xin, L., Liu, X., Zhou, Z., et al.: Design optimization of vehicle occupant restraint system based on adaptive surrogate model. Automot. Eng. 42(07), 887–893 (2020)
9.
Zurück zum Zitat C- NCAP Management Regulation: China Automotive Technology and Research Center, Tianjin (2021) C- NCAP Management Regulation: China Automotive Technology and Research Center, Tianjin (2021)
10.
Zurück zum Zitat Cao, L., Zhang, C., Yan, L., et al.: Analysis of the optimization trend of restraint system in two car oblique crash. J. Automot. Saf. Energy 10(03), 308–316 (2019) Cao, L., Zhang, C., Yan, L., et al.: Analysis of the optimization trend of restraint system in two car oblique crash. J. Automot. Saf. Energy 10(03), 308–316 (2019)
11.
Zurück zum Zitat Hong, L., Liu, G., Ge, R.: Multi-objective optimization of active safety airbag based on the injury thresholds of 12-year-old children. Automot. Eng. 43(06), 861–869 (2021) Hong, L., Liu, G., Ge, R.: Multi-objective optimization of active safety airbag based on the injury thresholds of 12-year-old children. Automot. Eng. 43(06), 861–869 (2021)
12.
Zurück zum Zitat Ma, W.: Analysis of occupant restraint system in offset impact based on improved WIC formula. Auto Time 10, 192–196 (2020) Ma, W.: Analysis of occupant restraint system in offset impact based on improved WIC formula. Auto Time 10, 192–196 (2020)
13.
Zurück zum Zitat Viano, D.C., Arepally, S.: Assessing the Safety Performance of Occupant Restraint Systems. SAE Tech Paper, 902328 (1990) Viano, D.C., Arepally, S.: Assessing the Safety Performance of Occupant Restraint Systems. SAE Tech Paper, 902328 (1990)
14.
Zurück zum Zitat Zhang, S.: Research on the Safety of the Co-driver Side Under Multiple Crash Cases. Jiangsu University (2017) Zhang, S.: Research on the Safety of the Co-driver Side Under Multiple Crash Cases. Jiangsu University (2017)
Metadaten
Titel
Multi-objective Optimization Design of Occupant Restraint System Based on Dynamic Weighted Injury Criteria
verfasst von
Long Ying
Rui Liu
Jianquan Xu
Zengcai Lin
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-1365-7_13

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