Hourly Solar Radiation Forecasting Using a Volterra-Least Squares Support Vector Machine Model Combined with Signal Decomposition

Predictions of Surface Solar Radiation on Tilted Solar Panels using Machine Learning Models: A Case Study of Tainan City, Taiwan

(2017) Chih-Chiang Wei   Energies

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

(2017) Stéphanie Monjoly et al.   ENERGY

Structured, physically inspired (gray box) models versus black box modeling for forecasting the output power of photovoltaic plants

(2017) Marius Paulescu et al.   ENERGY

Solar Radiation Forecasting, Accounting for Daily Variability

(2016) Roberto Langella et al.   Energies

Error Assessment of Solar Irradiance Forecasts and AC Power from Energy Conversion Model in Grid-Connected Photovoltaic Systems

(2015) Gianfranco Chicco et al.   Energies

Automated detection of age-related macular degeneration using empirical mode decomposition

(2015) Muthu Rama Krishnan Mookiah et al.   KNOWLEDGE-BASED SYSTEMS

Wavelet Volterra Coupled Models for forecasting of nonlinear and non-stationary time series

(2015) R. Maheswaran et al.   NEUROCOMPUTING

Tailored vs black-box models for forecasting hourly average solar irradiance

(2015) Marek Brabec et al.   SOLAR ENERGY

Very short term irradiance forecasting using the lasso

(2015) Dazhi Yang et al.   SOLAR ENERGY

A Comparative Study of Empirical Mode Decomposition-Based Short-Term Wind Speed Forecasting Methods

(2015) Ye Ren et al.   IEEE Transactions on Sustainable Energy

A novel M-D (multi-dimensional) linear prediction filter approach for hourly solar radiation forecasting

(2014) Emre Akarslan et al.   ENERGY

Introducing the best model for estimation the monthly mean daily global solar radiation on a horizontal surface (Case study: Algeria)

(2014) Mohamed Salah Mecibah et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Development of a LSSVM-GC model for estimating the electrical conductivity of ionic liquids

(2013) Farhad Gharagheizi et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

A Bayesian Method for Short-Term Probabilistic Forecasting of Photovoltaic Generation in Smart Grid Operation and Control

(2013) Antonio Bracale et al.   Energies

Solar radiation estimation using sunshine hour and air pollution index in China

(2013) Na Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

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

(2013) Ricardo Marquez et al.   SOLAR ENERGY

Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression

(2013) Luca Ghelardoni et al.   IEEE Transactions on Smart Grid

Functional fuzzy approach for forecasting daily global solar irradiation

(2012) Remus St. Boata et al.   ATMOSPHERIC RESEARCH

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

(2012) Cyril Voyant et al.   ENERGY

Proposed Metric for Evaluation of Solar Forecasting Models

(2012) Ricardo Marquez et al.   JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME

Forecasting performance of LS-SVM for nonlinear hydrological time series

(2012) Seok Hwan Hwang et al.   KSCE Journal of Civil Engineering

Neural network approach to estimate 10-min solar global irradiation values on tilted planes

(2012) Gilles Notton et al.   RENEWABLE ENERGY

A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting

(2011) Shuhaida Ismail et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stochastic approach for daily solar radiation modeling

(2011) Fatih Onur Hocaoğlu   SOLAR ENERGY

Intra-hour forecasting with a total sky imager at the UC San Diego solar energy testbed

(2011) Chi Wai Chow et al.   SOLAR ENERGY

Online 24-h solar power forecasting based on weather type classification using artificial neural network

(2011) Changsong Chen et al.   SOLAR ENERGY

Prediction of hourly solar radiation using a novel hybrid model of ARMA and TDNN

(2011) Wu Ji et al.   SOLAR ENERGY

The complex local mean decomposition

(2010) Cheolsoo Park et al.   NEUROCOMPUTING

Solar variability of four sites across the state of Colorado

(2010) Matthew Lave et al.   RENEWABLE ENERGY

Validation of short and medium term operational solar radiation forecasts in the US

(2010) Richard Perez et al.   SOLAR ENERGY

A note on diffuse solar radiation on a tilted surface

(2009) Chanchal Kumar Pandey et al.   ENERGY

Comparison of LLR, MLP, Elman, NNARX and ANFIS Models—with a case study in solar radiation estimation

(2009) A. Moghaddamnia et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS