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Title:

Recurrence Plot Analysis Applied to Power Electronics Systems

Document type:
Konferenzbeitrag
Contribution type:
Textbeitrag / Aufsatz
Author(s):
Oliveira, Lincoln M.; Antunes, Fernando L. M.; Monte, Demercil O. H.; dos S. Filho, Esio E.; Guerrero, Josep M.; Vasquez, Juan C.; Heldwein, Marcelo L.
Abstract:
Recurrence is a fundamental property of dynamic systems related to the ability of the system at some point to return to a similar state, and recurrence plot analysis (RPA) is a method to visualize them. This work proposes using RPA as a preprossessing technique for power electronic systems (PES) waveforms to provide a way to implement automatic detection of anomaly conditions that can be performed in conjunction with machine learning algorithms. This paper analyzed theoretical waveforms and prac...     »
Book / Congress title:
Tagungsband: PCIM Europe 2023 - International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management
Date of congress:
09.05.2023-11.05.2023
Publisher:
VDE-Verlag
Year:
2023
Quarter:
2. Quartal
E-ISBN:
978-3-8007-6091-6
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.30420/566091221
WWW:
https://www.vde-verlag.de/proceedings-de/566091221.html
Semester:
SS 23
TUM Institution:
Lehrstuhl für Hochleistungs-Umrichtersysteme
Copyright statement:
VDE-Verlag
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