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基于不同角度楔形细胞的混浊介质光学分析方法

Optical Analysis Method for Turbid Media Based on Wedge-Shaped Cells at Different Angles.

作者信息

Zhao Zhe, Zhu Ruina, Yang Yuyan, Wang Huiquan, Wang Jinhai, Han Guang

机构信息

School of Electronics and Information Engineering, Tiangong University, Tianjin 300387, China.

Tianjin Key Laboratory of Quality Control and Evaluation Technology for Medical Devices, Tianjin 300387,China.

出版信息

ACS Omega. 2024 Apr 10;9(16):18119-18126. doi: 10.1021/acsomega.3c09525. eCollection 2024 Apr 23.

Abstract

The wedge-shaped sample cell, by offering a comprehensive representation of scattering information in turbid media, significantly enhances the informational content conveyed by spectral images compared to flat sample cells. To further refine the accuracy of turbid medium component detection utilizing wedge-shaped sample cells, this work undertakes modeling and analysis of the influence of different wedge angles on detection precision. In this study, employing a 5° gradient in the incident angle of light, we investigate the impact of incident angles ranging from 10 to 45° on the turbid medium component analysis. Validation experiments are performed by utilizing solutions of Indian ink and fat emulsion at varying ratios. Experimental findings demonstrate that under identical experimental conditions, the wedge-shaped sample cell model at an incident angle of 35° yields optimal analysis results. Utilizing partial least-squares regression (PLSR) for the corresponding optical parameters, the highest value of reached 0.980, with an RMSEP of 0.002. When compared to the model with a 30° incident angle, increased by 0.033, and RMSEP decreased by 0.008. In comparison to the flat sample cell model, increased by 0.041, and RMSEP decreased by 0.004. This study, through continuous variation of wedge angles and PLSR modeling and prediction, further enhances the accuracy of turbid medium component detection, laying an experimental foundation for subsequent analysis of turbid medium components based on wedge-shaped sample cells.

摘要

楔形样品池通过全面呈现浑浊介质中的散射信息,与扁平样品池相比,显著增强了光谱图像所传达的信息内容。为了进一步提高利用楔形样品池进行浑浊介质成分检测的准确性,本工作对不同楔角对检测精度的影响进行了建模和分析。在本研究中,采用5°的光入射角梯度,我们研究了10°至45°的入射角对浑浊介质成分分析的影响。通过使用不同比例的印度墨水和脂肪乳剂溶液进行验证实验。实验结果表明,在相同实验条件下,入射角为35°的楔形样品池模型产生了最佳分析结果。利用偏最小二乘回归(PLSR)对相应的光学参数进行分析, 的最高值达到0.980,RMSEP为0.002。与入射角为30°的模型相比, 增加了0.033,RMSEP降低了0.008。与扁平样品池模型相比, 增加了0.041,RMSEP降低了0.004。本研究通过连续改变楔角并进行PLSR建模和预测,进一步提高了浑浊介质成分检测的准确性,为后续基于楔形样品池的浑浊介质成分分析奠定了实验基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6469/11044227/7ab8d1b64994/ao3c09525_0001.jpg

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