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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Bibliographic Details
Main Authors: MENG Fanbin, NAN Yu, WU Yafei, ZHAO Linghao, LU Changkun, QIAO Jinpeng
Format: Article
Language:zho
Published: zhejiang electric power 2024-12-01
Series:Zhejiang dianli
Subjects:
Online Access:https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=0c32303d-8e4f-4647-a744-cd80a5f88014