Day-Ahead Photovoltaic Forecasting: A Comparison of the Most Effective Techniques

Recurrent Neural Network-Based Hourly Prediction of Photovoltaic Power Output Using Meteorological Information

(2019) Donghun Lee et al.   Energies

Solar photovoltaic generation forecasting methods: A review

(2018) Sobrina Sobri et al.   ENERGY CONVERSION AND MANAGEMENT

The driving factors of air quality index in China

(2018) Dongsheng Zhan et al.   JOURNAL OF CLEANER PRODUCTION

Forecasting of photovoltaic power generation and model optimization: A review

(2018) Utpal Kumar Das et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

PV Module Fault Diagnosis Based on Microconverters and Day-Ahead Forecast

(2018) Sonia Leva et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Monitoring, Diagnosis, and Power Forecasting for Photovoltaic Fields: A Review

(2017) S. Daliento et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power

(2017) S. Leva et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

ANN Sizing Procedure for the Day-Ahead Output Power Forecast of a PV Plant

(2017) Francesco Grimaccia et al.   Applied Sciences-Basel

On recent advances in PV output power forecast

(2016) Muhammad Qamar Raza et al.   SOLAR ENERGY

Review of photovoltaic power forecasting

(2016) J. Antonanzas et al.   SOLAR ENERGY

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

(2015) Gianfranco Chicco et al.   Energies

A Physical Hybrid Artificial Neural Network for Short Term Forecasting of PV Plant Power Output

(2015) Alberto Dolara et al.   Energies

An automated high-granularity tool for a fast evaluation of the yield of PV plants accounting for shading effects

(2015) Vincenzo d'Alessandro et al.   RENEWABLE ENERGY

Multitime-Scale Data-Driven Spatio-Temporal Forecast of Photovoltaic Generation

(2015) Chen Yang et al.   IEEE Transactions on Sustainable Energy

Photovoltaic power forecasting using statistical methods: impact of weather data

(2014) Maria Grazia De Giorgi et al.   IET Science Measurement & Technology

Short-term forecasting of power production in a large-scale photovoltaic plant

(2014) A. Mellit et al.   SOLAR ENERGY

A Weather-Based Hybrid Method for 1-Day Ahead Hourly Forecasting of PV Power Output

(2014) Hong-Tzer Yang et al.   IEEE Transactions on Sustainable Energy

Short-Term Power Forecasting Model for Photovoltaic Plants Based on Historical Similarity

(2013) Claudio Monteiro et al.   Energies

Short-Term Forecasting Models for Photovoltaic Plants: Analytical versus Soft-Computing Techniques

(2013) Claudio Monteiro et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

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

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

Artificial neural network-based model for estimating the produced power of a photovoltaic module

(2013) A. Mellit et al.   RENEWABLE ENERGY

A hybrid model (SARIMA–SVM) for short-term power forecasting of a small-scale grid-connected photovoltaic plant

(2013) M. Bouzerdoum et al.   SOLAR ENERGY

Determination Method of Insolation Prediction With Fuzzy and Applying Neural Network for Long-Term Ahead PV Power Output Correction

(2013) Atsushi Yona et al.   IEEE Transactions on Sustainable Energy

Forecasting Power Output of Photovoltaic Systems Based on Weather Classification and Support Vector Machines

(2012) Jie Shi et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Reporting of irradiance modeling relative prediction errors

(2012) Thomas E. Hoff et al.   PROGRESS IN PHOTOVOLTAICS

Short-term power forecasting system for photovoltaic plants

(2012) L. Alfredo Fernandez-Jimenez et al.   RENEWABLE ENERGY

Least squares support vector machine for short-term prediction of meteorological time series

(2012) A. Mellit et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Solar and photovoltaic forecasting through post-processing of the Global Environmental Multiscale numerical weather prediction model

(2011) Sophie Pelland et al.   PROGRESS IN PHOTOVOLTAICS

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

(2011) Changsong Chen et al.   SOLAR ENERGY

A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy

(2010) Adel Mellit et al.   SOLAR ENERGY

Artificial intelligence techniques for photovoltaic applications: A review

(2008) Adel Mellit et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

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

(2008) Gordon Reikard   SOLAR ENERGY