articleTop 1% cited
Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM
Energy · 2018 · Vol. 148 · pp. 461–468
Xiangyun Qing✉(East China University of Science and Technology)Yugang Niu(East China University of Science and Technology)
Solar Radiation and PhotovoltaicsEnergy Load and Power ForecastingPhotovoltaic System Optimization TechniquesSolar irradianceIrradiancePhotovoltaic systemOverfittingMean squared errorArtificial neural networkComputer scienceMeteorologyEnvironmental scienceMachine learning
Funding
- National Science Foundation
- Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Citations
912
FWCI
58.22
field-weighted impact
References
29
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References
Long Short-Term Memory
Neural Computation · 1997 · 95,078 citations
Deep learning in neural networks: An overview
Neural Networks · 2014 · 17,774 citations
Machine learning methods for solar radiation forecasting: A review
Renewable Energy · 2017 · 1,645 citations
Deep learning with long short-term memory networks for financial market predictions
European Journal of Operational Research · 2017 · 2,382 citations
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