Generation of typical wind power scenarios based on spectral normalization generative adversarial networks and spectral clustering

To address the high-dimensional complexity of wind farm scenario data， a generation method based on spectral normalization generative adversarial networks and spectral clustering is proposed. First， adversarial training is performed on two deep neural networks of the generator and discriminator， wit...

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Detalles Bibliográficos

Principais autores:	MENG Fanbin, NAN Yu, WU Yafei, ZHAO Linghao, LU Changkun, QIAO Jinpeng
Formato:	Artigo
Idioma:	Chinês
Publicado:	zhejiang electric power 2024-12-01
Series:	Zhejiang dianli
Assuntos:	power system generative adversarial network scenario generation spectral normalization spectral clustering
Acceso en liña:	https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=0c32303d-8e4f-4647-a744-cd80a5f88014
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