A multipoint optical fibre sensor system for use in process water systems based on artificial neural network pattern recognition techniques

被引:12
作者
King, D [1 ]
Lyons, WB [1 ]
Flanagan, C [1 ]
Lewis, E [1 ]
机构
[1] Univ Limerick, Dept Elect & Comp Engn, Limerick, Ireland
关键词
optical fibre sensors; U-bend configuration; optical time domain reflectometry; measurement; artificial neural networks;
D O I
10.1016/j.sna.2004.03.068
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A dual-element multipoint optical fibre sensor system capable of detecting ethanol in water supplies is reported. The sensor system utilises a U-bend configuration for each sensor element in order to maximise the sensitivity of the system and is interrogated using a technique known as optical time domain reflectometry, as this method is capable of detecting attenuation over distance. Analysis of the data arising from the sensor system is performed using artificial neural network (ANN) pattern recognition techniques, coupled with Fourier transform-based signal processing. The signal processing techniques are applied to the obtained sensor system data, prior to the ANN analysis, with the aim of reducing the computational resources required by the implemented ANN in software. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:293 / 302
页数:10
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