Pipeline Safety Early Warning by Multifeature-Fusion CNN and LightGBM Analysis of Signals From Distributed Optical Fiber Sensors - Yang, Yiyuan; Zhang, Haifeng; Li, Yi (IEEE transactions on instrumentation and measurement, 2021)
Keywords: Artificial neural networks; Damage detection; Distributed optical fiber sensor; Energy; Gas pipelines; industrial signal processing and monitoring; Inspection; lightGBM; Machine learning; Monitoring; multifeature fusion convolutional neural network (MFCNN); Natural gas; Optical communication; Optical fibers; Optical network units; Optical sensors; Optical signal processing; Petroleum pipelines; Pipeline safety; pipeline safety early warning (PSEW); Pipelines; Real time; Real-time systems; Reflectometers; Safety; Signal processing algorithms