Hour-Ahead Solar Irradiance Forecasting Using Multivariate Gated Recurrent Units

Day-Ahead Solar Irradiance Forecasting for Microgrids Using a Long Short-Term Memory Recurrent Neural Network: A Deep Learning Approach

(2019) Husein et al.   Energies

A comprehensive dataset for the accelerated development and benchmarking of solar forecasting methods

(2019) Hugo T. C. Pedro et al.   Journal of Renewable and Sustainable Energy

Computational Intelligence Techniques Applied to the Day Ahead PV Output Power Forecast: PHANN, SNO and Mixed

(2018) Emanuele Ogliari et al.   Energies

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

(2018) Xiangyun Qing et al.   ENERGY

Gated Recurrent Unit Network-Based Short-Term Photovoltaic Forecasting

(2018) Yusen Wang et al.   Energies

LSTM network: a deep learning approach for short-term traffic forecast

(2017) Zheng Zhao et al.   IET Intelligent Transport Systems

Accurate photovoltaic power forecasting models using deep LSTM-RNN

(2017) Mohamed Abdel-Nasser et al.   NEURAL COMPUTING & APPLICATIONS

Combining solar irradiance measurements, satellite-derived data and a numerical weather prediction model to improve intra-day solar forecasting

(2016) L. Mazorra Aguiar et al.   RENEWABLE ENERGY

Machine learning for solar irradiance forecasting of photovoltaic system

(2016) Jiaming Li et al.   RENEWABLE ENERGY

Characterization of surface solar-irradiance variability using cloud properties based on satellite observations

(2016) Takeshi Watanabe et al.   SOLAR ENERGY

Direct normal irradiance forecasting and its application to concentrated solar thermal output forecasting – A review

(2014) Edward W. Law et al.   SOLAR ENERGY

Short-term solar irradiance forecasting using exponential smoothing state space model

(2013) Zibo Dong et al.   ENERGY

Review of solar irradiance forecasting methods and a proposition for small-scale insular grids

(2013) Maimouna Diagne et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A high-resolution, cloud-assimilating numerical weather prediction model for solar irradiance forecasting

(2013) Patrick Mathiesen et al.   SOLAR ENERGY

Hybrid solar forecasting method uses satellite imaging and ground telemetry as inputs to ANNs

(2013) Ricardo Marquez et al.   SOLAR ENERGY

Comparison of numerical weather prediction solar irradiance forecasts in the US, Canada and Europe

(2013) Richard Perez et al.   SOLAR ENERGY

Hourly solar irradiance time series forecasting using cloud cover index

(2012) Dazhi Yang et al.   SOLAR ENERGY

Intra-hour DNI forecasting based on cloud tracking image analysis

(2012) Ricardo Marquez et al.   SOLAR ENERGY

Predicting solar radiation at high resolutions: A comparison of time series forecasts

(2008) Gordon Reikard   SOLAR ENERGY