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石英增强的光声谱学,辅助部分最小平方回归用于多气体测量
Andreas N Rasmussen1, Benjamin L Thomsen1, Jesper B Christensen1
1Danish Fundamental Metrology, Kogle Allé 5, 2970 Hørsholm, Denmark.
Sensors (Basel, Switzerland)
|September 28, 2023
概括
石英增强光声谱学 (QEPAS) 与部分最小平方回归 (PLS) 结合,可以准确地同时检测多种气体. 这种方法有效量化单个气体度,即使在重叠的光谱.
科学领域:
- 频谱学是一种光谱学.
- 分析化学 分析化学
- 环境监测 环境监测
背景情况:
- 准确的多气体检测对于环境监测和工业过程至关重要.
- 叠加的吸收光谱在传统气体光谱学中构成了重大挑战.
- 石英增强光声谱学 (QEPAS) 为气体分析提供了高灵敏度.
研究的目的:
- 评估QEPAS与部分最小平方回归 (PLS) 结合的有效性,用于同时检测多种气体.
- 为了应对气体混合物中光谱重叠的挑战.
- 实时量化水 (H2O),氨 (NH3) 和甲 (CH4) 的度.
主要方法:
- 使用中红外 (MIR) 光学参数振荡器 (OPO) 光源进行QEPAS测量.
- 收集了中红外线范围内的气体混合物的光声谱.
- 用HITRAN和实验参考光谱进行部分最小平方回归 (PLS) 来进行数据分析.
主要成果:
- 为了在混合物中确定个体气体度,在几百分之内达到相对准确度.
- 对于H2O的绝对灵敏度约为300ppm/V,对于NH3的绝对灵敏度为50ppm/V,对于CH4的绝对灵敏度为5ppm/V.
- 验证了PLS方法的准确量化,尽管有显著的光谱重叠.
结论:
- 与PLS相结合的QEPAS是一种强大的多气体检测技术,即使具有高度重叠的光谱.
- 这种方法适用于需要精确量化各个气体成分的现实应用.
- 该研究为气体传感中先进的光谱解卷提供了概念验证.
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