A short-term prediction model to forecast power of photovoltaic based on MFA-Elman

Due to the low accuracy and reliability as well as slow prediction speed of photovoltaic (PV) power short-term prediction, a short-term PV power prediction method based on MFA-Elman neural network is proposed. K-means mean algorithm is employed firstly in this method to cluster the weather type, and...

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Bibliographic Details
Main Authors: XinYu Ma, XiaoHong Zhang
Format: Article
Language:English
Published: Elsevier 2022-07-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472200213X