Ensemble methods for wind and solar power forecasting—A state-of-the-art review

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2015.04.081 ◽

2015 ◽

Vol 50 ◽

pp. 82-91 ◽

Author(s):

Ye Ren ◽

P.N. Suganthan ◽

N. Srikanth

Keyword(s):

Solar Power ◽

State Of The Art ◽

Ensemble Methods ◽

Solar Power Forecasting ◽

Power Forecasting

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A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2020.109792 ◽

2020 ◽

Vol 124 ◽

pp. 109792 ◽

Author(s):

R. Ahmed ◽

V. Sreeram ◽

Y. Mishra ◽

M.D. Arif

Keyword(s):

Solar Power ◽

State Of The Art ◽

The State ◽

Solar Power Forecasting ◽

Power Forecasting ◽

Forecasting Techniques

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Economic merits of a state-of-the-art concentrating solar power forecasting system for participation in the Spanish electricity market

Solar Energy ◽

10.1016/j.solener.2013.04.012 ◽

2013 ◽

Vol 93 ◽

pp. 244-255 ◽

Author(s):

Birk Kraas ◽

Marion Schroedter-Homscheidt ◽

Reinhard Madlener

Keyword(s):

Electricity Market ◽

Solar Power ◽

State Of The Art ◽

Concentrating Solar Power ◽

Forecasting System ◽

Solar Power Forecasting ◽

Power Forecasting

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Ensemble Methods for Solar Power Forecasting

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206713 ◽

2020 ◽

Author(s):

Zezhou Chen ◽

Irena Koprinska

Keyword(s):

Solar Power ◽

Ensemble Methods ◽

Solar Power Forecasting ◽

Power Forecasting

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Deep Neural Network based on Genetic Algorithm and Ensemble Methods for Regional Solar Power Forecasting in Thailand

2019 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS) ◽

10.1109/apccas47518.2019.8953125 ◽

2019 ◽

Author(s):

Sukrit Jaidee ◽

Wanchalerm Pora

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Deep Neural Network ◽

Solar Power ◽

Ensemble Methods ◽

Solar Power Forecasting ◽

Power Forecasting

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The Latest Update of JMA Numerical Weather Prediction Models and its Solar Power Forecasting Errors

IEEJ Transactions on Power and Energy ◽

10.1541/ieejpes.138.881 ◽

2018 ◽

Vol 138 (11) ◽

pp. 881-892 ◽

Author(s):

Hideaki Ohtake ◽

Fumichika Uno ◽

Takashi Oozeki ◽

Yoshinori Yamada

Keyword(s):

Numerical Weather Prediction ◽

Solar Power ◽

Prediction Models ◽

Weather Prediction ◽

Numerical Weather ◽

Solar Power Forecasting ◽

Forecasting Errors ◽

Numerical Weather Prediction Models ◽

Power Forecasting

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Short Term Solar Power Forecasting using Hybrid Minimum Variance Expanded RVFLN and Sine-Cosine Levy Flight PSO Algorithm

Renewable Energy ◽

10.1016/j.renene.2021.04.088 ◽

2021 ◽

Author(s):

Deepak Ranjan Das ◽

P.K. Dash ◽

Ranjeeta Bisoi

Keyword(s):

Solar Power ◽

Pso Algorithm ◽

Minimum Variance ◽

Lévy Flight ◽

Levy Flight ◽

Solar Power Forecasting ◽

Power Forecasting

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Multi-channel convolutional neural network for integration of meteorological and geographical features in solar power forecasting

Applied Energy ◽

10.1016/j.apenergy.2021.117083 ◽

2021 ◽

Vol 295 ◽

pp. 117083

Author(s):

Jae Heo ◽

Kwonsik Song ◽

SangUk Han ◽

Dong-Eun Lee

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

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Post-processing of NWP forecasts using Kalman filtering with operational constraints for day-ahead solar power forecasting in Thailand

IEEE Access ◽

10.1109/access.2021.3099481 ◽

2021 ◽

pp. 1-1

Author(s):

Supachai Suksamosorn ◽

Naebboon Hoonchareon ◽

Jitkomut Songsiri

Keyword(s):

Kalman Filtering ◽

Solar Power ◽

Post Processing ◽

Operational Constraints ◽

Solar Power Forecasting ◽

Power Forecasting

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Solar power forecasting with sparse vector autoregression structures

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7981201 ◽

2017 ◽

Author(s):

Laura Cavalcante ◽

Ricardo J. Bessa

Keyword(s):

Solar Power ◽

Vector Autoregression ◽

Sparse Vector ◽

Solar Power Forecasting ◽

Power Forecasting

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MPF-Net: A computational multi-regional solar power forecasting framework

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2021.111559 ◽

2021 ◽

Vol 151 ◽

pp. 111559

Author(s):

Faiza Mehmood ◽

Muhammad Usman Ghani ◽

Muhammad Nabeel Asim ◽

Rehab Shahzadi ◽

Aamir Mehmood ◽

...

Keyword(s):

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

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