拉曼光谱法用于测量煤灰中的晶体二氧化含量
Wenting Feng1, Lina Zheng1, Yingshuo Zhu1
1Jiangsu Engineering Research Center for Dust Control and Occupational Protection, School of Safety Engineering, China University of Mining and Technology, Xuzhou 221116 China; Institute of Occupational Health, China University of Mining and Technology, Xuzhou 221116 China.
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|February 6, 2025
概括
拉曼光谱精确量化了煤灰中的晶体二氧化. 这种方法,特别是部分最小平方回归 (PLSR),为评估二氧化含量提供了敏感和可靠的替代方法.
科学领域:
- 分析化学 分析化学
- 材料科学 材料科学 材料科学
- 职业健康 职业健康 职业健康
背景情况:
- 煤灰中的晶体二氧化对健康构成重大风险,需要准确的量化方法.
- 传统的分析方法可能耗时或需要复杂的样本准备.
研究的目的:
- 评估拉曼光谱法在煤尘中的晶体二氧化的定量分析中的有效性.
- 开发和验证校准模型,以准确确定含量.
主要方法:
- 制备已知含有晶体二氧化的配方煤灰样本.
- 使用拉曼光谱与单变线性回归 (ULR) 和部分最小平方回归 (PLSR) 模型进行分析.
- 根据标准红外 (IR) 光谱法进行验证.
主要成果:
- PLSR模型实现了0.988的高R2值和0.18%的低检测极限.
- 无线雷射模型显示R2值为0.900和检测极限为0.96%.
- 拉曼光谱学的结果与红外光谱法相对应良好 (RMSE为2.35%).
结论:
- 拉曼光谱是一种可行的,准确的技术,用于对煤尘中的晶体二氧化进行定量分析.
- 开发的PLSR模型显示了高灵敏度和精度的量化.
- 这种方法有可能用于例行职业健康监测和环境评估.
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