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Structural Design Optimization for Reducing Sound Radiation from a Vibrating Plate Using a Genetic Algorithm

机译:遗传算法减少振动板声辐射的结构设计优化

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This paper presents a numerical method of optimum design of mechanical structures for reducing noise. This method couples an optimization technique based on a genetic algorithm (GA) with both a finite element code for determining structural vibrations and acoustic radiation analysis for determining sound pressure levels at the receiver point. Reducing the sound pressure level associated with the fundamental acoustic resonant mode is accomplished by adding masses to a vibrating plate coupled to an acoustic cavity which is excited by a sound source. The positions of the masses on the plate are adopted as the design variables. By using the presented method, the optimal positions that would not be easy to be found by any intuitive solution are determined so as to effectively reduce the sound pressure level. The numerical prediction of the effect of the optimization is compared with the experimental result.
机译:本文提出了一种用于减少噪声的机械结构优化设计的数值方法。该方法将基于遗传算法(GA)的优化技术与用于确定结构振动的有限元代码和用于确定接收器点的声压级的声辐射分析相结合。降低与基本声共振模式相关的声压级是通过在与振动腔耦合的振动板上增加质量来实现的,该振动腔被声源激发。质量在板上的位置被用作设计变量。通过使用提出的方法,确定了任何直观解决方案都不容易找到的最佳位置,从而有效地降低了声压级。将优化效果的数值预测与实验结果进行了比较。

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