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通过智能手机成像对甲基纤维素水凝胶进行创新的比色热研究。

Innovative colorimetric thermal study of methylcellulose hydrogel via smartphone imaging.

作者信息

Danieli Itai, Rittel Daniel

机构信息

Faculty of Mechanical Engineering, Technion - Israel Institute of Technology, Haifa, 3200008, Israel.

出版信息

Sci Rep. 2025 May 4;15(1):15570. doi: 10.1038/s41598-025-00018-1.

Abstract

A novel colorimetric analysis of methylcellulose (MC) hydrogel was conducted using a standard smartphone camera to measure its thermo-optical properties. As demonstrated for the first time, the temperature of MC gels was directly determined from photographs by exploiting a unique one-to-one correlation between temperature and mean pixel intensity in the blue channel of RGB images, all color channels showed strong hysteresis. Two innovative procedures for gelation assessment are introduced: variance analysis and histogram analysis with normal distribution fitting. The variance analysis confirms known gelation related temperatures, validating the effectiveness of the new method. Histogram analysis reveals a significant increase in RMSE (root mean square error) near gelation related points, offering a new indicator for gelation status. This methodology underscores the untapped potential of colorimetry to extract valuable data from hydrogels in general and MC gel in particular.

摘要

使用标准智能手机摄像头对甲基纤维素(MC)水凝胶进行了一种新型比色分析,以测量其热光学性质。首次证明,通过利用RGB图像蓝色通道中温度与平均像素强度之间独特的一一对应关系,可直接从照片中确定MC凝胶的温度,所有颜色通道均显示出强烈的滞后现象。介绍了两种用于凝胶化评估的创新方法:方差分析和具有正态分布拟合的直方图分析。方差分析证实了已知的与凝胶化相关的温度,验证了新方法的有效性。直方图分析揭示了在与凝胶化相关的点附近均方根误差(RMSE)显著增加,为凝胶化状态提供了一个新指标。该方法强调了比色法在从水凝胶尤其是MC凝胶中提取有价值数据方面尚未开发的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e824/12050345/135e1c741369/41598_2025_18_Fig1_HTML.jpg

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