Deep learning and statistical methods for short- and long-term solar irradiance forecasting for Islamabad

Time series forecasting using a hybrid ARIMA and neural network model

G.Peter Zhang · Neurocomputing · 2003 · 4.2K citations

Hybrid Arima, Forecasting Methodology, Production Forecasting +4

Forecasting at Scale

Sean J. Taylor, Benjamin Letham · The American Statistician · 2017 · 2.1K citations

Solar forecasting methods for renewable energy integration

Rich H. Inman, Hugo T.C. Pedro, Carlos F.M. Coimbra · Progress in Energy and Combustion Science · 2013 · 973 citations

Engineering, Data Science, Solar Power +6

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

Xiangyun Qing, Yugang Niu · Energy · 2018 · 901 citations

Meteorology, Numerical Weather Prediction, Engineering +7

Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations

Haixiang Zang, Ling Liu, Li Sun et al. · Renewable Energy · 2020 · 371 citations

Hybrid Cnn-lstm Model, Spatiotemporal Correlations, Engineering +5