Nine novel ensemble models for solar radiation forecasting in Indian cities based on VMD and DWT integration with the machine and deep learning algorithms

Author:

Sivakumar MahimaORCID,S Jeba PriyaORCID,George S. Thomas,Subathra M.S.P.,Leebanon Rajasundrapandiyan,Kumar Nallapaneni Manoj

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,General Computer Science,Control and Systems Engineering

Reference28 articles.

1. Three years ahead solar irradiance forecasting to quantify degradation influenced energy potentials from thin film (a-Si) photovoltaic system;Kumar;Res Phys,2019

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3. Machine learning for site-adaptation and solar radiation forecasting;Narvaez;Renewable Energy,2021

4. Potential assessment of the TVF-EMD algorithm in forecasting hourly global solar radiation: Review and case studies;Guermoui;J Cleaner Prod,2023

5. Development of a hybrid computational intelligent model for daily global solar radiation prediction;Goliatt;Expert Syst Appl,2023

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