A novel wind power forecast diffusion model based on prior knowledge

Abstract To improve the forecast accuracy of wind power, diffusion model based on prior knowledge (DMPK) is proposed. Different from the traditional diffusion model (DM), where the noise perturbation in the diffusion or generation process is random, the noise added in DMPK is modified aiming to the...

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Bibliographic Details
Main Authors: Li Han, Yingjie Cheng, Shuo Chen, Shiqi Wang, Junjie Wang
Format: Article
Language:English
Published: Wiley 2024-10-01
Series:IET Renewable Power Generation
Subjects:
Online Access:https://doi.org/10.1049/rpg2.13087
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