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基于NSGA-Ⅱ的高空作业车伸缩臂截面优化分析

金弘睿 王国贤 朱春东 康永旺

起重运输机械Issue(15):33-39,7.
起重运输机械Issue(15):33-39,7.

基于NSGA-Ⅱ的高空作业车伸缩臂截面优化分析

金弘睿 1王国贤 1朱春东 2康永旺1

作者信息

  • 1. 武汉理工大学 武汉 430070
  • 2. 武汉理工大学 武汉 430070||随州武汉理工大学工业研究院 随州 441300
  • 折叠

摘要

Abstract

In this paper,the multi-objective optimization of the cross-section of telescopic boom of a telescopic aerial work vehicle was performed to minimize the mass of the telescopic boom and ensure safety.Firstly,a three-dimensional model of aerial work vehicle was established and its rigidity and strength were analyzed.Then,working condition analysis was conducted,and a luffing angle of 53 degrees of the telescopic boom was determined as the most dangerous working condition.Under this working condition,the approximate model of the telescopic boom section optimization model was constructed by radial basis function neural network.In order to minimize the mass and deformation,NSGA-Ⅱgenetic algorithm was used to optimize the solution,and the optimal proposal of telescopic boom section was obtained,and the lightweight optimization of telescopic boom was completed.

关键词

高空作业车/伸缩臂/有限元分析/神经网络/NSGA-Ⅱ

Key words

aerial work vehicle/telescopic arm/finite element analysis/neural network/NSGA-Ⅱ

分类

机械工程

引用本文复制引用

金弘睿,王国贤,朱春东,康永旺..基于NSGA-Ⅱ的高空作业车伸缩臂截面优化分析[J].起重运输机械,2024,(15):33-39,7.

起重运输机械

1001-0785

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