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Multi-objective optimization of a circular dual back-plate MEMS microphone: tradeoff between pull-in voltage, sensitivity and resonance frequency

机译:圆形双背板MEMS麦克风的多目标优化:引入电压,灵敏度和共振频率之间的折衷

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In this study, the optimization of a circular dual back-plate condenser microphone has been done in order to increase the pull-in voltage, sensitivity and resonance frequency simultaneously. Microphone's diaphragm is assumed as a circular micro-plate subjected to symmetric two-sided electrostatic force. An accurate eighth order polynomial function is determined as the first mode shape of the circular micro-plate and Galerkin decomposition method is employed to find the analytical formulations for the microphone metrics performance. The analytical relations are validated by comparing them with finite element results. Next, the applied voltage, gap size, diaphragm radius and thickness are assumed as the design variables and modified non-dominated sorting genetic algorithm is utilized for multi-objective optimization procedure. Considering low standard deviations and high mean values, a new design point is chosen among the suggested optimal points so that there is an increment in each of three objective functions. Compare to a fabricated sample of a dual back-plate microphone, for the new design point, pull-in voltage has increased more than 3.6 times, sensitivity has improved 4% and resonance frequency has extended 24%.
机译:在该研究中,已经完成了圆形双背板冷凝器麦克风的优化,以便同时增加拉力电压,灵敏度和共振频率。假设麦克风的隔膜作为经受对称双面静电力的圆形微板。精确的第八阶多项式函数被确定为圆形微板的第一模式形状,采用Galerkin分解方法,用于找到麦克风度量性能的分析配方。通过将它们与有限元结果进行比较来验证分析关系。接下来,假设施加的电压,间隙尺寸,隔膜半径和厚度作为设计变量和修改的非主导分类遗传算法用于多目标优化过程。考虑到低标准偏差和高平均值,在建议的最佳点之间选择了一种新的设计点,以便在三个目标函数中的每一个中增加。与新的设计点的双背板麦克风的制造样品进行比较,下拉电压增加3.6倍,灵敏度提高了4%,共振频率延长了24%。

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