Portable fluorescence sensor for on-line monitoring of lubricant oils

T. Liang, M. Friedrich, D. Lala, K. Ozanyan
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引用次数: 10

Abstract

In this paper, we report on a portable, compact and inexpensive fluorescence sensor for monitoring the ageing of retail lubricant oils as a result of the operation in an internal combustion engine. The proposed sensor consists of a UV laser diode, an optical fibre probe for simultaneous excitation and collection of the fluorescence and a USB powered palm-size spectrometer connected to a laptop. The sensor was applied on a set of oil samples, taken from production engines by a leading car manufacturing company, at various mileages. The subtle variations in the spectra, caused by the ageing process of the oil, are resolved using two methods: principle component analysis (PCA) and artificial neural networks (ANN). Their performance is compared with regard to utilization in a portable dedicated system for continuous in-situ monitoring. Because of the "fingerprinting" approach, which avoids detailed interpretation, the sensor has a wide range of application areas.
用于润滑油在线监测的便携式荧光传感器
在本文中,我们报告了一种便携式、紧凑和廉价的荧光传感器,用于监测零售润滑油在内燃机中运行时的老化。该传感器由一个紫外激光二极管、一个用于同时激发和收集荧光的光纤探针和一个连接笔记本电脑的USB供电的手掌大小的光谱仪组成。该传感器被应用于一组油样上,这些油样取自一家领先的汽车制造公司生产的发动机,行驶了不同的里程。利用主成分分析(PCA)和人工神经网络(ANN)两种方法解决了由于油老化过程引起的光谱细微变化。在便携式连续现场监测专用系统中,比较了它们的性能。由于采用了“指纹识别”的方法,避免了详细的解读,因此该传感器具有广泛的应用领域。
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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