An efficient analysis and optimization method for the powertrain mounting system with hybrid random and interval uncertainties

被引:20
作者
Cai, Bohao [1 ]
Shangguan, Wen-Bin [1 ]
Lu, Hui [1 ]
机构
[1] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
Powertrain mounting system; hybrid uncertainties; random variable; interval variable; analysis and optimization; SQUEAL INSTABILITY ANALYSIS; DISC BRAKE SYSTEM; DESIGN OPTIMIZATION; ROBUST OPTIMIZATION; RESPONSE ANALYSIS; 6; SIGMA; FIELD;
D O I
10.1080/0305215X.2019.1663187
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the traditional uncertainty-based analyses and optimizations of the automotive powertrain mounting system (PMS), uncertain parameters are usually treated as either random variables or interval variables. In this article, an efficient analysis and optimization method is proposed for PMS designs with hybrid random and interval uncertainties. An efficient analysis method, named the hybrid perturbation-finite difference method (HPFDM), is first derived to calculate the uncertain responses of the natural frequencies (NFs) and the decoupling ratios (DRs) of the PMS. Then, an optimization model of the PMS with hybrid uncertainties is established based on the HPFDM, where the uncertain responses of the relevant NFs and DRs are taken to create optimization constraints and optimization objectives. With the aid of the HPFDM, the nested optimization model can be solved efficiently. Finally, a numerical example is presented to demonstrate the effectiveness of the proposed method.
引用
收藏
页码:1522 / 1541
页数:20
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