Daily global solar radiation time series prediction using variational mode decomposition combined with multi-functional recurrent fuzzy neural network and quantile regression forests algorithm-Reference-Cited by-同舟云学术

Daily global solar radiation time series prediction using variational mode decomposition combined with multi-functional recurrent fuzzy neural network and quantile regression forests algorithm

Published:2023-11 Issue: Volume:10 Page:4198-4217
ISSN:2352-4847
Container-title:Energy Reports
language:en
Short-container-title:Energy Reports

Author:

Abdallah Mohammed^ORCID,Mohammadi Babak^ORCID,Nasiri Hamid^ORCID,Katipoğlu Okan Mert,Abdalla Modawy Adam Ali,Ebadzadeh Mohammad Mehdi^ORCID

Publisher

Elsevier BV

Subject

General Energy

Reference92 articles.

1. Two-stage energy management strategy of EV and PV integrated smart home to minimize electricity cost and flatten power load profile;Abdalla;Energies,2020

2. Reference evapotranspiration estimation in hyper-arid regions via D-vine copula based-quantile regression and comparison with empirical approaches and machine learning models;Abdallah;J. Hydrol. -Reg. Stud.,2022

3. Evaporation rate prediction using advanced machine learning models: a comparative study;Al Sudani;Adv. Meteorol.,2022

4. A comparative study of regression models and meteorological parameters to estimate the global solar radiation on a horizontal surface for Baghdad City, Iraq;Al-Ghezi;Int. J. Renew. Energy Dev.,2022

5. Variational mode decomposition based random forest model for solar radiation forecasting: new emerging machine learning technology;Ali;Energy Rep.,2021

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Application of wavelet and seasonal-based emotional ANN (EANN) models to predict solar irradiance;Energy Reports;2024-12

2. Forecasting of global solar radiation: A statistical approach using simulated annealing algorithm;Engineering Applications of Artificial Intelligence;2024-10

3. Designing an explainable bio-inspired model for suspended sediment load estimation: eXtreme Gradient Boosting coupled with Marine Predators Algorithm;Engineering Applications of Computational Fluid Mechanics;2024-08-20

4. Multi-state delayed echo state network with empirical wavelet transform for time series prediction;Applied Intelligence;2024-03

5. Innovative approach for predicting daily reference evapotranspiration using improved shallow and deep learning models in a coastal region: A comparative study;Journal of Environmental Management;2024-03