Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology

Variational mode decomposition based random forest model for solar radiation forecasting: New emerging machine learning technology

Forecasting of solar radiation (Radn) can provide an insight vision for the amount of green and friendly energy sources. Owing to the non-linearity and non-stationarity challenges caused by meteorological variables in forecasting Radn, a variational mode decomposition method is integrated with simul...

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Bibliographic Details
Main Authors: Mumtaz Ali, Ramendra Prasad, Yong Xiang, Mohsin Khan, Aitazaz Ahsan Farooque, Tianrui Zong, Zaher Mundher Yaseen
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Energy Reports
Subjects:
Solar radiation
Variational mode decomposition
Random forest
Simulated annealing
Volterra model
Energy
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721009203

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http://www.sciencedirect.com/science/article/pii/S2352484721009203

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