Multi-objectives Optimization Design of A-type Frame in an Electric Mining Dump Truck Considering Multi-Source Uncertainties Based on the Interval Method

被引:2
|
作者
Mi, Chengji [1 ]
Huang, Zhonglin [1 ]
Li, Wentai [1 ]
Kang, Di [2 ]
Zhang, Dong [1 ]
Yao, Qishui [1 ]
Ming, Xingzu [1 ]
Ni, Zhengshun [1 ]
机构
[1] Hunan Univ Technol, Dept Mech Engn, Zhuzhou 412007, Peoples R China
[2] Hunan Acad Forestry Sci, Changsha 410004, Peoples R China
来源
MECHANIKA | 2021年 / 27卷 / 02期
关键词
multi-objectives optimization; interval method; response surface method; genetic algorithm; multi-source uncertainties; PROPAGATION METHOD;
D O I
10.5755/j02.mech.24939
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
In order to improve fuzzy fatigue reliability and make weight reduction of A-type frame in an electric mining dump truck considering multi-source uncertainties from design, manufacturing and use stage, a multi-objectives optimization method based on the interval theory was proposed in this paper. The thickness of four steel plates in welded A-type frame was regarded as certain design variables, while the elastic modulus and density of material was considered as uncertain variables as well as the load at front traction joint. The relationship between optimization objectives and variables was constructed by the response surface method, and was transformed by the interval method. Then, the optimization problem was solved by the non-dominated sorting genetic algorithm, which was found that the fuzzy fatigue reliability reached up to 98.45% at the expense of some weight.
引用
收藏
页码:168 / 174
页数:7
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