用于热核聚变应用中薄层测量的光谱原位椭偏仪。

IF 1.3 4区 工程技术 Q3 INSTRUMENTS & INSTRUMENTATION
Maciej Krychowiak
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引用次数: 0

摘要

椭偏仪被广泛用于表征沉积薄膜的厚度和光学参数,例如在工业流程中。它基于对材料样品反射可见光时偏振变化的测量。市售设备专为静态应用而设计,通常需要对光学装置进行精确的几何调整,以最大限度地提高测量精度。在这项工作中,提出并测试了一种简化的光谱椭偏仪,目的是在热核聚变研究的空间受限应用中灵活实施:一方面,作为手持设备,对聚变实验真空容器内沉积在第一壁部件上的涂层进行大厚度扫描;另一方面,对诊断真空窗上的等离子体沉积涂层进行原位监测,降低其在光学光谱范围内的透射率,这妨碍了长脉冲等离子体实验中的光谱诊断。复杂的涂层参数贝叶斯推断法部分弥补了硬件设置的简单性,它包含了测量和模型的所有不确定性,并对推断出的涂层参数的最终不确定性进行了定量评估。基于合成观测数据的贝叶斯推理还用于优化诊断设计,确定限制参数并量化其对最终精度的影响。为了实时分析用手持设备测量到的聚变装置中第一壁部件上的涂层厚度,实施了基于神经网络的分析,并展示了很有前景的测试结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spectral in situ ellipsometer for thin layer measurements in thermonuclear fusion applications.

Ellipsometry is widely used to characterize the thickness and optical parameters of thin films deposited, for example, in industrial processes. It is based on the measurement of polarization change upon reflection of, for example, visible light at a material sample. Commercially available devices are designed for stationary applications and often rely on precise geometric adjustment of the optical setup to maximize the measurement precision. In this work, a simplified spectral ellipsometer is proposed and tested with the aim of flexible implementation in space-limited applications in thermonuclear fusion research: on the one hand, as a hand-held device for large thickness scans of coatings deposited on first-wall components inside the vacuum vessel of fusion experiments and, on the other hand, for in situ monitoring of plasma deposited coatings on diagnostic vacuum windows, reducing their transmission in the optical spectral range, which hampers spectroscopic diagnostics in long-pulse plasma experiments. The simplicity of the hardware setup is partially compensated by complex Bayesian inference of the coating parameters, which incorporates all uncertainties of the measurement and the model and provides a quantitative assessment of the final uncertainties of inferred coating parameters. The Bayesian inference based on synthetic observations is also used to optimize the diagnostic design, identifying the limiting parameters and quantifying their impact on final accuracy. For real-time analysis of layer thickness on first-wall components in fusion devices measured with the hand-held device, a neural network based analysis has been implemented, and promising test results are presented.

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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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