Data-Driven Low-Frequency Oscillation Event Detection Strategy for Railway Electrification Networks

Data-Driven Low-Frequency Oscillation Event Detection Strategy for Railway Electrification Networks

Low-frequency oscillations (LFO) occur in railway electrification systems due to the incorporation of new trains with switching converters. As a result, the increased harmonic content can cause catenary stability problems under certain conditions. Most of the research published on this topic to date...

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Bibliographic Details
Main Authors: David Gonzalez-Jimenez, Jon Del-Olmo, Javier Poza, Fernando Garramiola, Patxi Madina
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
fault detection
low-frequency oscillation
railway catenary
CRISP-DM
data mining
machine learning
Online Access:https://www.mdpi.com/1424-8220/23/1/254

Internet

https://www.mdpi.com/1424-8220/23/1/254

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