Suppr超能文献

基于多路径组合的浑浊介质浓度检测方法研究

Research on a Concentration Detection Method for Turbid Media Based on Multipath Combination.

作者信息

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

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. 2025 Feb 21;10(8):8052-8057. doi: 10.1021/acsomega.4c09130. eCollection 2025 Mar 4.

Abstract

In order to improve the accuracy of concentration detection in turbid media, this study proposes a solution concentration detection method based on a variable-angle wedge-shaped sample cell. Each angle of the wedge-shaped sample cell corresponds to a specific optical path combination. By measuring at multiple wedge angles, we can expand a variety of optical path combinations, providing more information about the turbid media. In this study, transmission light intensity distribution characteristics of phantom solutions were collected at wedge angles ranging from 10 to 45°, with a 5° interval, and a multipath combination detection model was constructed. By analyzing the distribution characteristics of the transmission light intensity along the gradient direction, multipath combination information was fused, and a calibration model was constructed using partial least-squares regression. The results show that, compared to the detection method using a fixed-angle to construct multiple optical paths, the multipath combination method effectively improves the accuracy of concentration detection in turbid media, with a prediction set correlation coefficient (Rp) reaching 0.995. Therefore, this study proposes a new method to enhance the accuracy of turbid media detection by utilizing scattering characteristics through the construction of a multipath combination model by varying the wedge-shaped sample cell angles.

摘要

为了提高浑浊介质中浓度检测的准确性,本研究提出了一种基于可变角度楔形样品池的溶液浓度检测方法。楔形样品池的每个角度对应于特定的光程组合。通过在多个楔形角度下进行测量,可以扩展多种光程组合,从而提供更多关于浑浊介质的信息。在本研究中,以5°为间隔,在10°至45°的楔形角度范围内采集了仿体溶液的透射光强分布特征,并构建了多路径组合检测模型。通过分析沿梯度方向的透射光强分布特征,融合多路径组合信息,并使用偏最小二乘回归构建了校准模型。结果表明,与使用固定角度构建多条光路的检测方法相比,多路径组合方法有效提高了浑浊介质中浓度检测的准确性,预测集相关系数(Rp)达到0.995。因此,本研究提出了一种新的方法,通过改变楔形样品池角度构建多路径组合模型,利用散射特性提高浑浊介质检测的准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28ce/11886670/d1058a363d37/ao4c09130_0001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验