Methods for Integrating Extraterrestrial Radiation into Neural Network Models for Day-Ahead PV Generation Forecasting

Methods for Integrating Extraterrestrial Radiation into Neural Network Models for Day-Ahead PV Generation Forecasting

Variability, intermittency, and limited controllability are inherent characteristics of photovoltaic (PV) generation that result in inaccurate solutions to scheduling problems and the instability of the power grid. As the penetration level of PV generation increases, it becomes more important to mit...

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Bibliographic Details
Main Authors: Seung Chan Jo, Young Gyu Jin, Yong Tae Yoon, Ho Chan Kim
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Energies
Subjects:
PV generation forecasting
extraterrestrial radiation
neural network
recurrent neural network
seasonal component
time series forecasting
Online Access:https://www.mdpi.com/1996-1073/14/9/2601

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https://www.mdpi.com/1996-1073/14/9/2601

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