A compound of feature selection techniques to improve solar radiation forecasting

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

(2018) Xiangyun Qing et al.   ENERGY

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

(2018) L. Benali et al.   RENEWABLE ENERGY

Evaluation Method for Real-Time Dynamic Line Ratings Based on Line Current Variation Model for Representing Forecast Error of Intermittent Renewable Generation

(2017) Hideharu Sugihara et al.   Energies

Hourly forecasting of global solar radiation based on multiscale decomposition methods: A hybrid approach

(2017) Stéphanie Monjoly et al.   ENERGY

Optimization, modeling and accurate prediction of thermal conductivity and dynamic viscosity of stabilized ethylene glycol and water mixture Al 2 O 3 nanofluids by NSGA-II using ANN

(2017) Mohammad Hemmat Esfe et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Univariate and multivariate methods for very short-term solar photovoltaic power forecasting

(2016) Mashud Rana et al.   ENERGY CONVERSION AND MANAGEMENT

A regime-dependent artificial neural network technique for short-range solar irradiance forecasting

(2016) T.C. McCandless et al.   RENEWABLE ENERGY

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

(2015) Philippe Lauret et al.   SOLAR ENERGY

Intermittency and variability of daily solar irradiation

(2014) J.M. Vindel et al.   ATMOSPHERIC RESEARCH

A review of validation methodologies and statistical performance indicators for modeled solar radiation data: Towards a better bankability of solar projects

(2014) Christian A. Gueymard   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

Demand response and smart grids—A survey

(2013) Pierluigi Siano   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessment of forecasting techniques for solar power production with no exogenous inputs

(2012) Hugo T.C. Pedro et al.   SOLAR ENERGY

Optimization of an artificial neural network dedicated to the multivariate forecasting of daily global radiation

(2010) Cyril Voyant et al.   ENERGY

Multiple-output modeling for multi-step-ahead time series forecasting

(2010) Souhaib Ben Taieb et al.   NEUROCOMPUTING

Forecasting of preprocessed daily solar radiation time series using neural networks

(2010) Christophe Paoli et al.   SOLAR ENERGY

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

(2008) Gordon Reikard   SOLAR ENERGY