Dynamic Condition Adversarial Adaptation for Fault Diagnosis of Wind Turbine Gearbox

While deep learning has found widespread utility in gearbox fault diagnosis, its direct application to wind turbine gearboxes encounters significant hurdles. Disparities in data distribution across a spectrum of operating conditions for wind turbines result in a marked decrease in diagnostic accurac...

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Hlavní autoři:	Hongpeng Zhang, Xinran Wang, Cunyou Zhang, Wei Li, Jizhe Wang, Guobin Li, Chenzhao Bai
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-11-01
Edice:	Sensors
Témata:	wind turbine fault diagnosis adversarial domain adaptation semi-supervised learning
On-line přístup:	https://www.mdpi.com/1424-8220/23/23/9368
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