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Multi-objective optimization of the vehicle ride comfort based on Kriging approximate model and NSGA-II

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Indexed by : Article

Document Code : 000351290800015

First Author : Shuming Chen

Author : 史天泽,,

Date of Publication : 2015-03-01

Journal : JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY

Included Journals : SCI  

Affiliation of Author(s) : Jilin Univ

Place of Publication : SOUTH KOREA

Discipline : 工学

Funded by : Jilin Provincial Natural Science Foundation ;Jilin Province "Chunmiao" Talents Scheme ;China Postdoc

Document Type : J

Volume : 29

Issue : 3

Page Number : 1007-1018

ISSN : 1738-494X

Key Words : Car; Rigid-elastic coupling; Ride performance; Suspension parameters; Multi-objective optimization;

Teaching and Research Group : State Key Lab Automot Simulat & Control

Abstract : The RMS of weighted acceleration, wheel dynamic load and suspension dynamic deflection are determined as evaluation indices of vehicle ride comfort performance. A multi-body dynamic rigid-flexible coupling model of an in-wheel motor vehicle is built based on the multi-body system dynamics. The ride comfort results of ride comfort simulation and road test are well fitted. A kriging model is created to describe the relationship of vehicle ride comfort evaluation indices and suspension parameters. A multi-objective optimization using NSGA-II is processed using this model, and the vehicle ride com

First-Level Discipline : 机械工程

Translation or Not : no

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