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基于CFD模拟及相应表面模型的行星式GaN-MOCVD薄膜沉积速率优化研究

Study on the optimization of the deposition rate of planetary GaN-MOCVD films based on CFD simulation and the corresponding surface model.

作者信息

Li Jian, Fei Ze-Yuan, Xu Yi-Feng, Wang Jie, Fan Bing-Feng, Ma Xue-Jin, Wang Gang

机构信息

School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou 51000, People's Republic of China.

Institute of Advanced Technology, Sun Yat-sen University, Guangzhou 510275, People's Republic of China.

出版信息

R Soc Open Sci. 2018 Feb 14;5(2):171757. doi: 10.1098/rsos.171757. eCollection 2018 Feb.

DOI:10.1098/rsos.171757
PMID:29515883
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5830772/
Abstract

Metal-organic chemical vapour deposition (MOCVD) is a key technique for fabricating GaN thin film structures for light-emitting and semiconductor laser diodes. Film uniformity is an important index to measure equipment performance and chip processes. This paper introduces a method to improve the quality of thin films by optimizing the rotation speed of different substrates of a model consisting of a planetary with seven 6-inch wafers for the planetary GaN-MOCVD. A numerical solution to the transient state at low pressure is obtained using computational fluid dynamics. To evaluate the role of the different zone speeds on the growth uniformity, single factor analysis is introduced. The results show that the growth rate and uniformity are strongly related to the rotational speed. Next, a response surface model was constructed by using the variables and the corresponding simulation results. The optimized combination of the matching of different speeds is also proposed as a useful reference for applications in industry, obtained by a response surface model and genetic algorithm with a balance between the growth rate and the growth uniformity. This method can save time, and the optimization can obtain the most uniform and highest thin film quality.

摘要

金属有机化学气相沉积(MOCVD)是制造用于发光二极管和半导体激光二极管的氮化镓薄膜结构的关键技术。薄膜均匀性是衡量设备性能和芯片工艺的重要指标。本文介绍了一种通过优化由带有七个6英寸晶圆的行星式结构组成的模型中不同衬底的旋转速度来提高薄膜质量的方法,该模型用于行星式氮化镓金属有机化学气相沉积。使用计算流体动力学获得了低压瞬态状态的数值解。为了评估不同区域速度对生长均匀性的作用,引入了单因素分析。结果表明,生长速率和均匀性与旋转速度密切相关。接下来,利用变量和相应的模拟结果构建了响应面模型。通过响应面模型和遗传算法,在生长速率和生长均匀性之间取得平衡,还提出了不同速度匹配的优化组合,作为工业应用的有用参考。该方法可以节省时间,并且通过优化可以获得最均匀和最高质量的薄膜。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/131661a2b5d8/rsos171757-g14.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/5437bfbce424/rsos171757-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/c996d2a3ad85/rsos171757-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/4f5e14353c2b/rsos171757-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/def23c625ac5/rsos171757-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/7e00ed508c33/rsos171757-g7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/ed94fc6dbd95/rsos171757-g8.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/932bfe3eae98/rsos171757-g9.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/34e9c0cde411/rsos171757-g10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/81b50121f8c6/rsos171757-g11.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/5cc6a67b44b1/rsos171757-g12.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/92b23e9f48b0/rsos171757-g13.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fdf/5830772/131661a2b5d8/rsos171757-g14.jpg

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