Optimization of design and fatigue simulations for an electric assisted bicycle frame using uniform design and grey relational analysis

被引:3
|
作者
Lee, Sen-Yung [1 ]
Jiang, Cho-Pei [2 ]
Lee, Cheng-Kang [3 ]
Huang, Wei-Han [4 ]
Cheng, Yung-Chang [4 ]
机构
[1] Natl Cheng Kung Univ, Dept Mech Engn, Tainan, Taiwan
[2] Natl Taipei Univ Technol, Dept Mech Engn, Taipei, Taiwan
[3] Cheng Shiu Univ, Dept Ind Engn & Management, Kaohsiung, Taiwan
[4] Natl Kaohsiung Univ Sci & Technol, Dept Mechatron Engn, 1 Univ Rd, Kaohsiung 82444, Taiwan
关键词
Electric assisted bicycle; fatigue safety factor; uniform design; Kriging interpolation; entropy weighting method; grey relational analysis; PARAMETERS; SYSTEM;
D O I
10.1177/03093247221081587
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The electric assisted bicycle is the new transportation tool in the 21st century. The proposal of this article is to upgrade the fatigue safety factor for an electric assisted bicycle frame by integrating the uniform design, Kriging interpolation, entropy weighting method, grey relational analysis, and genetic algorithm. According to EN 15194 standard, the main objective function, the fatigue safety factor for an electric assisted bicycle frame is examined by ANSYS/Workbench software under three fatigue testing simulations. Five geometry parameters of an electric assisted bicycle frame are nominated to be the improved control factors. Since all control factors are continuous in the design space, the uniform design is certainly developed to construct a series of simulation experiments. For each model in the uniform design table, the fatigue finite element analysis is utilized to calculate the fatigue safety factor. Applying the multi-objective optimization procedure, the optimal design version of an electric bicycle frame has been obtained. For the fatigue safety factor, the revised design model has a maximum improvement of 19.59% when compared to the original design. Summery, the fatigue safety factor has been effectively elevated by executing the innovative multi-objective optimization procedure for an electric assisted bicycle frame system.
引用
收藏
页码:3 / 16
页数:14
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