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Advanced signal processing techniques for demagnetization detection in PM generators at variable speed

Garcia-Calva Tomas, Gyftakis Konstantinos, Skarmoutsos Giorgos, Mueller Markus, Morinigo-Sotelo Daniel, Romero-Troncoso Rene

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URIhttp://purl.tuc.gr/dl/dias/151685C0-1A99-4390-8F8A-2B377B88FD7B-
Identifierhttps://doi.org/10.1109/ICEM51905.2022.9910737-
Identifierhttps://ieeexplore.ieee.org/document/9910737-
Languageen-
Extent7 pagesen
TitleAdvanced signal processing techniques for demagnetization detection in PM generators at variable speeden
CreatorGarcia-Calva Tomasen
CreatorGyftakis Konstantinosen
CreatorΓυφτακης Κωνσταντινοςel
CreatorSkarmoutsos Giorgosen
CreatorMueller Markusen
CreatorMorinigo-Sotelo Danielen
CreatorRomero-Troncoso Reneen
PublisherInstitute of Electrical and Electronics Engineersen
Content SummaryIn this paper, demagnetization detection in permanent magnet generators is analyzed using advanced signal processing techniques. The merits of these methods are thoroughly compared against the commonly adopted short-time Fourier transform analysis. Moreover, traditional signal processing techniques may not be suitable for fault detection when the machine operates at variable speed. Under such condition, interference between the fundamental frequency of the machine and the fault harmonic can lead to false alarms. Simulation results demonstrate effective performance and feasibility of the proposed methods for demagnetization detection of permanent generators operating under non-stationary conditions.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2024-12-10-
Date of Publication2022-
SubjectAdaptive signal processingen
SubjectCondition monitoringen
SubjectDemagnetizationen
SubjectFault detectionen
SubjectFault diagnosisen
SubjectPermanent magnet machinesen
SubjectRenewablesen
SubjectSpectral analysisen
SubjectTime-frequency analysisen
Bibliographic CitationT. A. Garcia-Calva, K. N. Gyftakis, G. A. Skarmoutsos, M. Mueller, D. Morinigo-Sotelo and R. d. J. Romero-Troncoso, "Advanced signal processing techniques for demagnetization detection in PM generators at variable speed," in Proceedings of the 2022 International Conference on Electrical Machines (ICEM 2022), Valencia, Spain, 2022, pp. 1548-1554, doi: 10.1109/ICEM51905.2022.9910737.en

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