基于广义线性模型的BOTDA快速温度提取方法

Nur Dalilla Nordin, F. Abdullah, M. Zan, A. Ismail, M. Z. Jamaludin, A. Bakar
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引用次数: 2

摘要

实验证明了基于广义线性模型(GLM)的布里渊光时域分析仪(BOTDA)系统的快速温度提取方法。设计了GLM的训练数据集,使其能够进行测量值的提取。与传统的布里渊频移(BFS)的测定并将其转换为温度或应变的方法相比,使用该方法的优点是速度快。传统方法和GLM方法的光纤温度分布结果具有相当的精度。
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Fast temperature extraction approach for BOTDA using Generalized Linear Model
Fast temperature extraction approach for Brillouin optical time domain analyzer (BOTDA) system using Generalized Linear Model (GLM) is demonstrated experimentally. The training dataset for GLM is designed in order to make it feasible for the measurand extraction. The advantage of using this method is that it is fast as compared to conventional method where the determination of Brillouin frequency shift (BFS) and then translating BFS to temperature or strain can be eliminated. The results of temperature distribution along the fiber between the conventional method and GLM shows comparable accuracy.
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