光时域反射计
计算机科学
管道(软件)
挖
光缆
支持向量机
中继器(钟表)
管道运输
工程类
预警系统
声学
时域
电子工程
光纤
人工智能
电信
机械工程
光纤传感器
航空航天工程
计算机视觉
物理
光纤分路器
考古
编码(内存)
历史
作者
Dongjie Tan,Xiaozhong Tian,Wei Sun,Yan Zhou,Lu Liu,Yunbing Ma,Meng Jia,Hong Zhang
摘要
Based on phase-sensitive optical time domain reflectometer (Φ-OTDR), an oil and gas pipeline pre-warning system is demonstrated and applied to monitor products pipeline laying along an optical cable. Theoretically, the longest monitor distance can be as long as the coherent length of light source through connecting repeater optical amplifiers, which can amplify not only pulse light but also Rayleigh scattering light. An appropriate algorithm derived from support vector machine (SVM) is developed to identify and classify different vibration signals along pipeline, including artificial digging, mechanical excavation and vehicles crossing. Field test in Gangzao pipeline shows that the pre-warning system can detect artificial digging within 5m, mechanical excavation and vehicles crossing within 50m.
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