Unsupervised anomaly detection of permanent-magnet offshore wind generators through electrical and electromagnetic measurements

<p>This paper investigates fault detection in offshore wind permanent-magnet synchronous generators (PMSGs) for demagnetization and eccentricity faults (both static and dynamic) at various severity levels. The study utilizes a high-speed PMSG model on the National Renewable Energy Laboratory (...

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Bibliographic Details
Main Authors: A. Dibaj, M. Valavi, A. R. Nejad
Format: Article
Language:English
Published: Copernicus Publications 2024-11-01
Series:Wind Energy Science
Online Access:https://wes.copernicus.org/articles/9/2063/2024/wes-9-2063-2024.pdf
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