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In Situ Monitoring of Antisolvent Addition Crystallization with Principal Components Analysis of Raman Spectra

机译:用拉曼光谱的主成分分析法现场监测反溶剂加成结晶

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摘要

Fiber optic Raman spectroscopy was used for in situ monitoring of antisolvent addition crystallization of progesterone. Raman spectral features of the solute and the antisolvent were subjected to principal components analysis (PCA) to attempt to obtain information that is not readily apparent from the raw spectral data. For the system utilized, PCA was able to distinguish spectral features from the solute in solution, the solute crystals, and the antisolvent. Furthermore, PCA was capable of detecting subtle changes in the spectral data (as the addition of antisolvent progressed) that could be used as a warning for the onset of crystallization. The current study demonstrates the advantages that can be gained by combining PCA with Raman spectroscopy for monitoring crystallizations in situ.
机译:光纤拉曼光谱用于原位监测孕酮的抗溶剂加成结晶。对溶质和反溶剂的拉曼光谱特征进行主成分分析(PCA),以尝试从原始光谱数据中获得不易发现的信息。对于所使用的系统,PCA能够从溶液中的溶质,溶质晶体和抗溶剂中区分出光谱特征。此外,PCA能够检测光谱数据中的细微变化(随着添加反溶剂的进行),这些变化可以作为结晶开始的警告。当前的研究表明,将PCA与拉曼光谱法结合用于现场监测结晶可以获得优势。

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