Fluorescence excitation-emission matrix spectroscopy for degradation monitoring of machinery lubricants

Oleg Sosnovski; Pooja Suresh; Alexander E. Dudelzak; Benjamin Green

doi:10.1117/12.2290637

22 February 2018 Fluorescence excitation-emission matrix spectroscopy for degradation monitoring of machinery lubricants

Oleg Sosnovski, Pooja Suresh, Alexander E. Dudelzak, Benjamin Green

Author Affiliations +

Proceedings Volume 10539, Photonic Instrumentation Engineering V; 105390O (2018) https://doi.org/10.1117/12.2290637
Event: SPIE OPTO, 2018, San Francisco, California, United States

Abstract

Lubrication oil is a vital component of heavy rotating machinery defining the machine's health, operational safety and effectiveness. Recently, the focus has been on developing sensors that provide real-time/online monitoring of oil condition/lubricity. Industrial practices and standards for assessing oil condition involve various analytical methods. Most these techniques are unsuitable for online applications. The paper presents the results of studying degradation of antioxidant additives in machinery lubricants using Fluorescence Excitation-Emission Matrix (EEM) Spectroscopy and Machine Learning techniques. EEM Spectroscopy is capable of rapid and even standoff sensing; it is potentially applicable to real-time online monitoring.

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Oleg Sosnovski, Pooja Suresh, Alexander E. Dudelzak, and Benjamin Green "Fluorescence excitation-emission matrix spectroscopy for degradation monitoring of machinery lubricants", Proc. SPIE 10539, Photonic Instrumentation Engineering V, 105390O (22 February 2018); https://doi.org/10.1117/12.2290637

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