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A Study on Reliability-based Optimization of an Electro-statically Actuated MEMS Device

机译:基于可靠性的电静态致动MEMS装置的优化研究

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The development of Micro-Electro-Mechanical devices is currently hampered by reliability problems. In this paper, these problems are addressed through the development of a computational framework for the reliability-based analysis and design optimization of electro-statically actuated Micro-Electro-Mechanical Systems (MEMS). A reliability-based analysis and design optimization framework is presented that accounts for stochastic variations in structural parameters and operating conditions. A First-Order Reliability Method (FORM) is embedded into a design optimization procedure by a modular nested loop approach. The steady-state electrostatic-mechanical response of the device is analyzed by a high-fidelity nonlinear finite element formulation, coupling a structural finite element model and a finite element discretization of the electrostatic field. The computational framework is verified by the analysis and optimization of a three-dimensional MEMS device. The appropriateness of the FORM approximation on the nonlinear problem is investigated by a comparison with Monte Carlo simulation results. While computationally significantly more expensive than deterministic electromechanical optimization, the example illustrates the importance of accounting for uncertainties and the need for reliability-based optimization methods in the design of MEMS.
机译:通过可靠性问题,目前妨碍了微机电装置的开发。在本文中,通过开发基于可靠性的分析和设计优化的计算框架来解决这些问题,以及电静态致动的微电机械系统(MEMS)的计算框架。提出了一种可靠性的分析和设计优化框架,其考虑了结构参数和操作条件的随机变化。通过模块化嵌套环路方法将一级可靠性方法(表单)嵌入到设计优化过程中。通过高保真非线性有限元件配方分析了装置的稳态静电机械响应,耦合结构有限元模型和静电场的有限元离散化。通过分析和优化三维MEMS设备来验证计算框架。通过与蒙特卡罗模拟结果的比较,研究了非线性问题的形式近似的适当性。虽然计算方式比确定性机电优化昂贵更昂贵,但该示例说明了对MEMS设计中的不确定因素和基于可靠性的优化方法的重要性的重要性。

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