Concepedia
Earth Science Informatics · 2023 · 47 citations · 27 references
Natural SciencesEarth SciencesMeteorologyForecastingTime Series AnalysisWeather ForecastingSolar Energy SystemsSolar IrradianceSolar RadiationInterval ForecastingIrradiance Time Series AnalysisSolar Irradiance ForecastingSolar Radiation ForecastingSolar Radiation Models
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Deep learning with long short-term memory networks for financial market predictions
Thomas Fischer · European Journal of Operational Research · 2017 · 2.6K citations
Business, Economics, Finance +16
Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM
Xiangyun Qing, Yugang Niu · Energy · 2018 · 932 citations
Natural Sciences, Earth Sciences, Meteorology +12
Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components
L. Benali, Gilles Notton, Alexis Fouilloy et al. · Renewable Energy · 2018 · 396 citations
Natural Sciences, Earth Sciences, Meteorology +15
Hourly forecasting of solar irradiance based on CEEMDAN and multi-strategy CNN-LSTM neural networks
Bixuan Gao, Xiaoqiao Huang, Junsheng Shi et al. · Renewable Energy · 2020 · 362 citations · Full text
Natural Sciences, Data Science, Meteorology +11
An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting
Peng Tian, Chu Zhang, Jianzhong Zhou et al. · Energy · 2021 · 316 citations
Natural Sciences, Data Science, Meteorology +17