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Automotive Engineering ›› 2019, Vol. 41 ›› Issue (11): 1301-1307.doi: 10.19562/j.chinasae.qcgc.2019.011.011

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A Study on Safety Performance Optimization of Seat Subsystem Based on Kriging Model

Zheng Jianzhou1, Chen Yousong2, Lü Binbin2, Yin Haoqing2   

  1. 1.School of Automotive Studies, Tongji University, Shanghai 201804;
    2.SAIC Motor Commercial Vehicle Technical Center, Shanghai 200438
  • Received:2018-11-14 Online:2019-11-25 Published:2019-11-28

Abstract: This paper aims to study the parameters optimization of seat subsystem which plays the role of occupant protection in frontal crash. Firstly, a simulation model of driver‘s seat subsystem in a commercial vehicle for a frontal impact sled test is established and verified by sled test. Then, a sensitivity analysis is conducted on 11 design parameters with the design of experiment of optimal Latin hypercube, and 6 relatively most sensitive parameters are selected to construct a Kriging model for analyzing the influence of seat parameters on occupant protection effect in frontal crash. Finally, NSGA-II genetic algorithm is adopted to perform multi-objective optimization with minimizing the forward displacement and submergence of dummy’s H-point as objective. The results show that after optimization the forward displacement and submergence of dummy‘s H-point is reduced by 2.98% and 10.47% respectively, demonstrating the apparent effects of optimized seat subsystem in occupant protection.

Key words: frontal crash, sensitivity analysis, Kriging model, multi-objective optimization