Inline biofilm monitoring based on near-infrared spectroscopy with ultracompact spectrometer technology

NIR News Pub Date : 2020-12-01 DOI:10.1177/0960336020978716
Robert Zimmerleiter, E. Leiss-Holzinger, Eva Wagner, Kathrin Kober-Rychli, M. Wagner, M. Brandstetter
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引用次数: 4

Abstract

In this article, we demonstrate a promising inline near-infrared measurement scheme for 24/7 biofilm monitoring based on cost-effective microelectromechanical system-based spectrometer technology. The shown near-infrared spectral data, acquired at a beer-canning line during a representative time span of 10 days, are analyzed by means of principal component analysis and the performance of the monitoring system and its capability to identify biofilms on its sensor surface are investigated by comparing spectral response with results of offline polymerase chain reaction measurements of smear samples. Correlations between presence of a biofilm and its thickness with scores on PC1 and PC2, respectively, were observed.
基于超紧凑光谱仪技术的近红外光谱在线生物膜监测
在本文中,我们展示了一个很有前途的在线近红外测量方案,用于24/7生物膜监测,该方案基于具有成本效益的基于微机电系统的光谱仪技术。所示的近红外光谱数据是在啤酒罐头生产线上10天的代表性时间跨度内获得的,通过主成分分析进行了分析,并通过将光谱响应与涂片样品的离线聚合酶链反应测量结果进行比较,研究了监测系统的性能及其识别传感器表面生物膜的能力。观察生物膜的存在及其厚度与PC1和PC2评分之间的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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