Pipeline leak detection based on empirical mode decomposition and deep belief network

Leak detection of an oil pipeline can prevent environmental and financial losses. A method for the cyber-physical system of pipeline leak detection is proposed based on the empirical mode decomposition (EMD) and deep belief network (DBN). Experiment data are acquired from an oil pipeline company. Th...

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Bibliographic Details
Main Authors: Yulin Yan, Zhiyong Hu, Wenqiang Yuan, Jinyan Wang
Format: Article
Language:English
Published: SAGE Publishing 2023-01-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/00202940221088713