Leak Detection and Location Based on ISLMD and CNN in a Pipeline

Leak Detection and Location Based on ISLMD and CNN in a Pipeline

The key to leak detection and location in water supply pipelines is signal denoising and feature extraction. First, in this paper, an improved spline-local mean decomposition (ISLMD) is proposed to eliminate noise interference. Based on the ISLMD decomposition of a signal, the cross-correlation func...

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Bibliographic Details
Main Authors: Mengfei Zhou, Zheng Pan, Yunwen Liu, Qiang Zhang, Yijun Cai, Haitian Pan
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Local mean decomposition
convolutional neural network
generalized cross-correlation
leak detection and location
fault detection
Online Access:https://ieeexplore.ieee.org/document/8657927/

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