Multiobjective Robust Design of the Double Wishbone Suspension System Based on Particle Swarm Optimization

被引:9
作者
Cheng, Xianfu [1 ]
Lin, Yuqun [1 ]
机构
[1] East China Jiaotong Univ, Sch Mech & Elect Engn, Nanchang 330013, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1155/2014/354857
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The performance of the suspension system is one of the most important factors in the vehicle design. For the double wishbone suspension system, the conventional deterministic optimization does not consider any deviations of design parameters, so design sensitivity analysis and robust optimization design are proposed. In this study, the design parameters of the robust optimization are the positions of the key points, and the random factors are the uncertainties in manufacturing. A simplified model of the double wishbone suspension is established by software ADAMS. The sensitivity analysis is utilized to determine main design variables. Then, the simulation experiment is arranged and the Latin hypercube design is adopted to find the initial points. The Kriging model is employed for fitting the mean and variance of the quality characteristics according to the simulation results. Further, a particle swarm optimization method based on simple PSO is applied and the tradeoff between the mean and deviation of performance is made to solve the robust optimization problem of the double wishbone suspension system.
引用
收藏
页数:7
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