Study on optimal design and vibration characteristics of diaphragm spring based on Genetic algorithm

IF 0.4 Q4 ENGINEERING, MECHANICAL International Journal of Multiphysics Pub Date : 2023-09-16 DOI:10.21152/1750-9548.17.3.289
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Abstract

The parameters of diaphragm spring are optimized and the dimensional parameters in this design are determined with careful derivation. The global optimization feature of the genetic algorithm is used to optimize the diaphragm spring and compared with the damping effect of the standard algorithms. The results show that the optimization design can significantly reduce the force and realize vibration control of the clutch when the design requirements are met. Due to the large error in calculating the vibration characteristics of diaphragm spring by the commonly used A-L method, the finite element method is used to study the influence of the separation finger structure on the load-deflection characteristics of diaphragm spring. To this end, three different window shapes of diaphragm springs are verified in real-life measurements, and the effective pressure test data for three types of diaphragm springs (type A, type B and type C) are selected. Finally, the load displacement of the peak and valley is obtained by summing their averages under loading and unloading of each diaphragm spring model. Moreover, a new method for calculating the vibration characteristics is obtained by introducing the genetic algorithms into the optimal design of diaphragm springs. Compared the A-L method, the finite element method and the proposed method with the measured data, it is verified that the proposed method has high accuracy in calculating the vibration characteristics of diaphragm springs.
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基于遗传算法的膜片弹簧优化设计及振动特性研究
对膜片弹簧的参数进行了优化,并进行了详细的推导,确定了膜片弹簧的尺寸参数。利用遗传算法的全局优化特性对膜片弹簧进行了优化,并与标准算法的阻尼效果进行了比较。结果表明,在满足设计要求的情况下,优化设计能显著减小离合器受力,实现离合器振动控制。由于常用的A-L法计算膜片弹簧振动特性误差较大,采用有限元法研究分离指结构对膜片弹簧载荷-挠度特性的影响。为此,在实际测量中验证了膜片弹簧的三种不同窗口形状,并选取了A、B、C三种膜片弹簧的有效压力试验数据。最后,将各膜片弹簧模型在加、卸荷作用下的峰、谷荷载位移的平均值求和,得到峰、谷荷载位移。此外,将遗传算法引入膜片弹簧的优化设计中,得到了一种计算膜片弹簧振动特性的新方法。将A-L法、有限元法和本文方法与实测数据进行比较,验证了本文方法在计算膜片弹簧振动特性方面具有较高的精度。
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来源期刊
International Journal of Multiphysics
International Journal of Multiphysics ENGINEERING, MECHANICAL-
CiteScore
1.20
自引率
57.10%
发文量
21
审稿时长
15 weeks
期刊最新文献
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