A Combined Semi-Supervised Deep Learning Method for Oil Leak Detection in Pipelines Using IIoT at the Edge

A Combined Semi-Supervised Deep Learning Method for Oil Leak Detection in Pipelines Using IIoT at the Edge

Pipelines are integral components for storing and transporting liquid and gaseous petroleum products. Despite being durable structures, ruptures can still occur, resulting not only in financial losses and energy waste but, most importantly, in immeasurable environmental disasters and possibly in hum...

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Bibliographic Details
Main Authors: Christos Spandonidis, Panayiotis Theodoropoulos, Fotis Giannopoulos
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
leakage detection
oil pipeline
deep learning
CNN classifier
LSTM autoencoders
edge computing
Online Access:https://www.mdpi.com/1424-8220/22/11/4105

Internet

https://www.mdpi.com/1424-8220/22/11/4105

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