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Power Electronics and Drives
Volume 10 (2025): Issue 1 (January 2025)
Open Access
Low-Parameter Critic-Based Multivariate WGAN Model for Clogging Detection in Drives
Artur Dawid Surówka
Artur Dawid Surówka
Corporate Technology Center, ABB Sp. z o.o. Kraków
Poland
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Surówka, Artur Dawid
,
Marcin Kosiba
Marcin Kosiba
Corporate Technology Center, ABB Sp. z o.o. Kraków
Poland
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Kosiba, Marcin
,
Teemu Mikkelä
Teemu Mikkelä
Cadmatic Oy
Kouvola, Finland
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Mikkelä, Teemu
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Asko Kavala
Asko Kavala
Motion Services, ABB Oy
Lappeenranta, Finland
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Kavala, Asko
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Marcin Firla
Marcin Firla
Corporate Technology Center, ABB Sp. z o.o. Kraków
Poland
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Firla, Marcin
May 17, 2025
Power Electronics and Drives
Volume 10 (2025): Issue 1 (January 2025)
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Article Category:
Special issue paper
Published Online:
May 17, 2025
Page range:
125 - 139
Received:
Feb 26, 2025
Accepted:
Apr 17, 2025
DOI:
https://doi.org/10.2478/pead-2025-0008
Keywords
variable frequency drives
,
generative adversarial networks
,
condition monitoring
,
machine learning
,
anomaly detection
© 2025 Artur Dawid Surówka et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.