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

Download Full-text

Short‐term solar power forecasting based on convolutional neural network and analytical knowledge

International Transactions on Electrical Energy Systems ◽

10.1002/2050-7038.13111 ◽

2021 ◽

Author(s):

Yangjun Zhou ◽

Shuhui Pan ◽

Liwen Qin ◽

Zhiyong Yuan ◽

Weixiang Huang ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

Generalized neural network methodology for short term solar power forecasting

2013 13th International Conference on Environment and Electrical Engineering (EEEIC) ◽

10.1109/eeeic-2.2013.6737883 ◽

2013 ◽

Author(s):

Vikas Pratap Singh ◽

Vivek Vijay ◽

M. Siddhartha Bhatt ◽

D. K. Chaturvedi

Keyword(s):

Neural Network ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

Pattern Sequence Neural Network for Solar Power Forecasting

Communications in Computer and Information Science - Neural Information Processing ◽

10.1007/978-3-030-36802-9_77 ◽

2019 ◽

pp. 727-737 ◽

Author(s):

Yang Lin ◽

Irena Koprinska ◽

Mashud Rana ◽

Alicia Troncoso

Keyword(s):

Neural Network ◽

Solar Power ◽

Pattern Sequence ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

Very Short-Term Solar Power Forecasting Using Genetic Algorithm Based Deep Neural Network

2019 4th International Conference on Information Technology (InCIT) ◽

10.1109/incit.2019.8912097 ◽

2019 ◽

Author(s):

Sukrit Jaidee ◽

Wanchalerm Pora

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Deep Neural Network ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

Online 24-h solar power forecasting based on weather type classification using artificial neural network

Solar Energy ◽

10.1016/j.solener.2011.08.027 ◽

2011 ◽

Vol 85 (11) ◽

pp. 2856-2870 ◽

Author(s):

Changsong Chen ◽

Shanxu Duan ◽

Tao Cai ◽

Bangyin Liu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Power ◽

Weather Type ◽

Artificial Neural ◽

Solar Power Forecasting ◽

Type Classification ◽

Power Forecasting

Download Full-text

A novel composite neural network based method for wind and solar power forecasting in microgrids

Applied Energy ◽

10.1016/j.apenergy.2019.113353 ◽

2019 ◽

Vol 251 ◽

pp. 113353 ◽

Author(s):

Azim Heydari ◽

Davide Astiaso Garcia ◽

Farshid Keynia ◽

Fabio Bisegna ◽

Livio De Santoli

Keyword(s):

Neural Network ◽

Solar Power ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

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

Download Full-text

An Ensemble Neural Network Based on Variational Mode Decomposition and An Improved Sparrow Search Algorithm for Wind and Solar Power Forecasting

IEEE Access ◽

10.1109/access.2021.3136387 ◽

2021 ◽

pp. 1-1

Author(s):

Zhiqiang WU ◽

Bo WANG

Keyword(s):

Neural Network ◽

Solar Power ◽

Search Algorithm ◽

Variational Mode Decomposition ◽

Mode Decomposition ◽

Ensemble Neural Network ◽

Solar Power Forecasting ◽

Power Forecasting

Download Full-text

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

Download Full-text

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

Download Full-text