Deep Learning Neural Networks for Short-Term PV Power Forecasting via Sky Image Method

Deep Learning Neural Networks for Short-Term PV Power Forecasting via Sky Image Method

Solar photovoltaic (PV) power generation is prone to drastic changes due to cloud cover. The power is easily affected within a very short period of time. Thus, the accuracy of grasping cloud distribution is important for PV power forecasting. This study proposes a novel sky image method to obtain th...

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Bibliographic Details
Main Authors: Wen-Chi Kuo, Chiun-Hsun Chen, Sih-Yu Chen, Chi-Chuan Wang
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Energies
Subjects:
deep learning (DL)
forecasting
neural network
renewable energy
solar power generation
sky image
Online Access:https://www.mdpi.com/1996-1073/15/13/4779

Internet

https://www.mdpi.com/1996-1073/15/13/4779

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