Photovoltaic power prediction based on sliced bidirectional long short term memory and attention mechanism

Photovoltaic power prediction based on sliced bidirectional long short term memory and attention mechanism

Solar photovoltaic power generation has the characteristics of intermittence and randomness, which makes it a challenge to accurately predict solar power generation power, and it is difficult to achieve the desired effect. Therefore, by fully considering the relationship between power generation dat...

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Bibliographic Details
Main Authors: Wengang Chen, Hongying He, Jianguo Liu, Jinbiao Yang, Ke Zhang, Diansheng Luo
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Energy Research
Subjects:
photovoltaic power generation system
power prediction
sliced recurrent network
bidirectional long short term memory
attention mechanism
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1123558/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2023.1123558/full

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