Application of Electrical Tomography Imaging Using Machine Learning Methods for the Monitoring of Flood Embankments Leaks

Application of Electrical Tomography Imaging Using Machine Learning Methods for the Monitoring of Flood Embankments Leaks

This paper presents an application for the monitoring of leaks in flood embankments by reconstructing images in electrical tomography using logistic regression machine learning methods with elastic net regularisation, PCA and wave preprocessing. The main advantage of this solution is to obtain a mor...

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Bibliographic Details
Main Authors: Tomasz Rymarczyk, Krzysztof Król, Edward Kozłowski, Tomasz Wołowiec, Marta Cholewa-Wiktor, Piotr Bednarczuk
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Energies
Subjects:
electrical tomography
sensors
machine learning
PCA
elastic net
wave preprocessing
Online Access:https://www.mdpi.com/1996-1073/14/23/8081

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https://www.mdpi.com/1996-1073/14/23/8081

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