MEMS infrared light source stress optimization and reliable package design.

IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION
Xuesong Teng, Shenglin Yu, Cun Fang
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Abstract

Aiming at the effects caused by stress and deformation on Micro-Electro-Mechanical System (MEMS) sensors, the stress distribution in the radiation area of the MEMS infrared light source is investigated, and by simulating and optimizing the thickness of the composite support film of the chip structure in COMSOL, a film layer thickness matching with lower stress and deformation for the MEMS infrared light source is derived. The utilization of the particle swarm algorithm and backpropagation neural network model allowed for the optimization of simulation data, enabling regression prediction over a broader range of thicknesses and providing a more precise depiction of the stress distribution trend. In addition, the specifications of the MEMS device help us to analyze the design of the support film thickness in the processing of the residual stress within the controllable range. To ensure the long-term stability and functionality of MEMS infrared light source chips in harsh environments, a comprehensive set of packaging schemes has been devised. Through simulations, it has been demonstrated that these packaging schemes effectively enhance the thermal efficiency of the light source while mitigating thermal stress and deformation that may arise during its operation. Consequently, this packaged configuration proves to be more advantageous for the sensor's normal operation under challenging conditions such as rain and temperature fluctuations, as compared to utilizing a bare chip. Finally, the manufacturing flow and layout design for the MEMS infrared light source chip are provided to guide the process of chip fabrication.

MEMS红外光源应力优化及可靠封装设计。
针对应力和变形对微机电系统(MEMS)传感器的影响,研究了MEMS红外光源辐射区的应力分布,通过在COMSOL中模拟和优化芯片结构复合支撑膜的厚度,得到了与MEMS红外光源匹配的应力和变形较小的膜层厚度。利用粒子群算法和反向传播神经网络模型可以优化模拟数据,实现更大厚度范围内的回归预测,并提供更精确的应力分布趋势描述。此外,MEMS器件的规格帮助我们分析了支撑膜厚度在加工过程中的残余应力在可控范围内的设计。为了确保MEMS红外光源芯片在恶劣环境下的长期稳定性和功能性,设计了一套全面的封装方案。仿真结果表明,这些封装方案有效地提高了光源的热效率,同时减轻了光源在工作过程中可能产生的热应力和变形。因此,与使用裸芯片相比,这种封装配置被证明更有利于传感器在下雨和温度波动等具有挑战性的条件下的正常运行。最后,给出了MEMS红外光源芯片的制作流程和版图设计,指导芯片的制作过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Review of Scientific Instruments
Review of Scientific Instruments 工程技术-物理:应用
CiteScore
3.00
自引率
12.50%
发文量
758
审稿时长
2.6 months
期刊介绍: Review of Scientific Instruments, is committed to the publication of advances in scientific instruments, apparatuses, and techniques. RSI seeks to meet the needs of engineers and scientists in physics, chemistry, and the life sciences.
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