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基于Kriging代理模型的城轨车轮踏面外形优化

施振宇 戴硕 邢宗义

铁道标准设计2018,Vol.62Issue(7):185-191,7.
铁道标准设计2018,Vol.62Issue(7):185-191,7.DOI:10.13238/j.issn.1004-2954.201708160002

基于Kriging代理模型的城轨车轮踏面外形优化

Optimization of Urban Rail Wheel Tread Shape Based on Kriging Agent Model

施振宇 1戴硕 1邢宗义1

作者信息

  • 1. 南京理工大学自动化学院,南京 210094
  • 折叠

摘要

Abstract

Tread profile is one of the key factors in the vehicle wheel/rail contact system,which directly causes additional loss between the wheel and the rail and affects the dynamic performance of the vehicle.Based on the Kriging agent model,a single-objected scheme and a multi-objected optimization scheme are proposed to cope with the tread profile after the turning of urban rail wheels.By comparing the optimization results with the standard tread,the comparison of the two schemes are analyzed.The results show that multi-objected optimization can fulfill the optimization of multiple objects simultaneously and find a compromise point between multiple optimization targets to improve the overall performance of the system.

关键词

城轨车轮踏面外形/Kriging代理模型/单目标优化/多目标优化

Key words

Tread profile of urban rail vehicle/Kriging agent model/Single-objected optimization/Multi— objected optimization

分类

交通工程

引用本文复制引用

施振宇,戴硕,邢宗义..基于Kriging代理模型的城轨车轮踏面外形优化[J].铁道标准设计,2018,62(7):185-191,7.

基金项目

国家重点研发计划课题(2016YFB1200401) (2016YFB1200401)

铁道标准设计

OA北大核心

1004-2954

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