Reliability analysis and optimization design of magnetic fluid dynamic seal shell structure under thermal/mechanical load

被引:7
|
作者
Mi, Chengji [1 ]
Liu, Junhao [1 ]
Zhang, Chen [1 ]
Deng, Yingjian [1 ]
Zhang, Ling [1 ]
Yuan, Shiyong [1 ]
Tang, Jiachang [1 ]
机构
[1] Hunan Univ Technol, Dept Mech Engn, Zhuzhou 412007, Peoples R China
关键词
Thermal deformation; Structure optimization; Strength analysis; Reliability function; Interval analysis method; Non-dominated sorting genetic algorithm; INTERVAL-ANALYSIS METHOD;
D O I
10.1016/j.jmmm.2024.172027
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to study the reliability of Magnetic fluid dynamic seal shell structure under thermal/mechanical load, the improving cooling structure, calculating fuzzy fatigue reliability, and collaborative optimization design of fatigue reliability and lightweight are studied in this paper. The temperature model of the shell structure under four temperature conditions is established to analyze the influence of the thermal deformation caused by excessive local temperature. The cooling structure is improved, and the maximum temperature under the maximum temperature condition is reduced by 40.154 degrees C. For the sake of calculating the reliability of the new shell structure, a strength analysis model under thermal/mechanical load is built, and the fuzzy fatigue reliability function is obtained based on Latin hypercube sampling and the second-order response surface method. Four kinds of reliability are acquired by coding the functional functions and four kinds of membership functions with MATLAB, but all of them are lower than 90 % of the industrial requirements. To improve the reliability of the new shell structure and carry out the anti-fatigue lightweight design at the same time, an approximate model was constructed based on the interval analysis method and second-order response surface method for analysis. The accuracy of the approximate model was verified by re-sampling and finite element analysis. Based on the nondominated sorting genetic algorithm, the optimal solution is determined. The optimization results show that the stress target value is reduced by 19.3 %, the weight target value is reduced by 3 %, and the fuzzy fatigue reliability reaches 94.65 %, 94.58 %, 93.89 %, and 96.31 % respectively. A new cooling structure of the Magnetic fluid dynamic seal is obtained and the maximum temperature is reduced. Moreover, the reliability of the new shell structure under thermal/mechanical load coupling is improved.
引用
收藏
页数:14
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