An intelligent hybrid wavelet-adversarial deep model for accurate prediction of solar power generation

An intelligent hybrid wavelet-adversarial deep model for accurate prediction of solar power generation

A novel intelligent hybrid model is proposed in this paper for accurate prediction and modeling of solar power plants using the wavelet transform package (WTP) and generative adversarial networks (GANs). In the proposed model, the wavelet transform is deployed for decomposing the solar energy signal...

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Bibliographic Details
Main Authors: Fanbin Meng, Qiqun Zou, Zhanying Zhang, Bo Wang, Hengrui Ma, Heba M. Abdullah, Abdulaziz Almalaq, Mohamed A. Mohamed
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Solar energy
Hybrid prediction model
Generative adversarial networks (GANs)
Dragonfly algorithm (DA)
Irradiance
Wavelet transform
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721002353

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http://www.sciencedirect.com/science/article/pii/S2352484721002353

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