ESN-ATCN: A Solar Irradiance Prediction Model by ESN-TCN with Attention Mechanism
Author:
Affiliation:
1. Nanchang University,School of Information Engineering,Nanchang,China
2. Nanchang University,School of Advanced Manufacturing,Nanchang,China
Funder
National Natural Science Foundation of China
Natural Science Foundation of Jiangxi Province
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10587298/10587321/10588221.pdf?arnumber=10588221
Reference16 articles.
1. Online short-term solar power forecasting
2. Multiplicative ARMA models to generate hourly series of global irradiation
3. Predicting solar radiation at high resolutions: A comparison of time series forecasts
4. Applications of artificial neural-networks for energy systems
5. An adaptive wavelet-network model for forecasting daily total solar-radiation
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