Related references
Note: Only part of the references are listed.A profile-free non-parametric approach towards generation of synthetic hourly global solar irradiation data from daily totals
Muhammed A. Hassan et al.
RENEWABLE ENERGY (2021)
Comparison of artificial intelligence and empirical models for energy production estimation of 20 MWp solar photovoltaic plant at the Saharan Medium of Algeria
Kada Bouchouicha et al.
INTERNATIONAL JOURNAL OF ENERGY SECTOR MANAGEMENT (2021)
Prediction short-term photovoltaic power using improved chicken swarm optimizer - Extreme learning machine model
Zhi-Feng Liu et al.
JOURNAL OF CLEANER PRODUCTION (2020)
Short-term wind speed prediction model based on GA-ANN improved by VMD
Yagang Zhang et al.
RENEWABLE ENERGY (2020)
Modeling the forecasted power of a photovoltaic generator using numerical weather prediction and radiative transfer models coupled with a behavioral electrical model
A. Razagui et al.
ENERGY REPORTS (2020)
A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization
R. Ahmed et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2020)
Day-ahead photovoltaic power production forecasting methodology based on machine learning and statistical post-processing
Spyros Theocharides et al.
APPLIED ENERGY (2020)
A novel competitive swarm optimized RBF neural network model for short-term solar power generation forecasting
Zhile Yang et al.
NEUROCOMPUTING (2020)
Photovoltaic power forecast using empirical models and artificial intelligence approaches for water pumping systems
Rim Ben Ammar et al.
RENEWABLE ENERGY (2020)
Adjustment of the Angstrom-Prescott equation from Campbell-Stokes and Kipp-Zonen sunshine measures at different timescales in Spain
Javier Almorox et al.
RENEWABLE ENERGY (2020)
Implicit regression-based correlations to predict the back temperature of PV modules in the arid region of south Algeria
Nadjem Bailek et al.
RENEWABLE ENERGY (2020)
An intuitive framework for optimizing energetic and exergetic performances of parabolic trough solar collectors operating with nanofluids
Mohamed Abubakr et al.
RENEWABLE ENERGY (2020)
Review on forecasting of photovoltaic power generation based on machine learning and metaheuristic techniques
Muhammad Naveed Akhter et al.
IET RENEWABLE POWER GENERATION (2019)
On the Assessment of a Numerical Weather Prediction Model for Solar Photovoltaic Power Forecasts in Cities
Harold Gamarro et al.
JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME (2019)
A soft computing approach for estimating the specific heat capacity of molten salt-based nanofluids
Muhammed A. Hassan et al.
JOURNAL OF MOLECULAR LIQUIDS (2019)
Energy and economic efficiency performance assessment of a 28 kWp photovoltaic grid-connected system under desertic weather conditions in Algerian Sahara
Nordine Sahouane et al.
RENEWABLE ENERGY (2019)
Renewable energy prediction: A novel short-term prediction model of photovoltaic output power
Ling-Ling Li et al.
JOURNAL OF CLEANER PRODUCTION (2019)
Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate
Kada Bouchouicha et al.
RENEWABLE ENERGY (2019)
A comparison of day-ahead photovoltaic power forecasting models based on deep learning neural network
Kejun Wang et al.
APPLIED ENERGY (2019)
Effect of sand dust accumulation on photovoltaic performance in the Saharan environment: southern Algeria (Adrar)
Mohammed Mostefaoui et al.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2019)
Solar photovoltaic generation forecasting methods: A review
Sobrina Sobri et al.
ENERGY CONVERSION AND MANAGEMENT (2018)
Online 3-h forecasting of the power output from a BIPV system using satellite observations and ANN
S. Rosiek et al.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2018)
Revisiting feed-in tariffs in Australia: A review
Lavinia Poruschi et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Forecasting of photovoltaic power generation and model optimization: A review
Utpal Kumar Das et al.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)
Improved satellite-derived PV power nowcasting using real-time power data from reference PV systems
Jamie M. Bright et al.
SOLAR ENERGY (2018)
Solar photovoltaic power forecasting using optimized modified extreme learning machine technique
Manoja Kumar Behera et al.
ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH (2018)
Ensemble forecast of photovoltaic power with online CRPS learning
J. Thorey et al.
INTERNATIONAL JOURNAL OF FORECASTING (2018)
Estimation and forecast accuracy of regional photovoltaic power generation with upscaling method using the large monitoring data in Kyushu, Japan
Mitsuhiro Umizaki et al.
IFAC PAPERSONLINE (2018)
SVR-Based Model to Forecast PV Power Generation under Different Weather Conditions
Utpal Kumar Das et al.
ENERGIES (2017)
Forecasting degradation rates of different photovoltaic systems using robust principal component analysis and ARIMA
Elena Pieri et al.
IET RENEWABLE POWER GENERATION (2017)
Analysis and validation of 24 hours ahead neural network forecasting of photovoltaic output power
S. Leva et al.
MATHEMATICS AND COMPUTERS IN SIMULATION (2017)
Data-driven upscaling methods for regional photovoltaic power estimation and forecast using satellite and numerical weather prediction data
Marco Pierro et al.
SOLAR ENERGY (2017)
Physical and hybrid methods comparison for the day ahead PV output power forecast
Emanuele Ogliari et al.
RENEWABLE ENERGY (2017)
Potential of four different machine-learning algorithms in modeling daily global solar radiation
Muhammed A. Hassan et al.
RENEWABLE ENERGY (2017)
NARX-Based Short-Term Forecasting of Water Flow Rate of a Photovoltaic Pumping System: A Case Study
Sofiane Haddad et al.
JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME (2016)
Photovoltaic forecast based on hybrid PCA-LSSVM using dimensionality reducted data
M. Malvoni et al.
NEUROCOMPUTING (2016)
A study on the minimum duration of training data to provide a high accuracy forecast for PV generation between two different climatic zones
Minh-Thang Do et al.
RENEWABLE ENERGY (2016)
An artificial neural network to assess the impact of neighbouring photovoltaic systems in power forecasting in Utrecht, the Netherlands
A. G. R. Vaz et al.
RENEWABLE ENERGY (2016)
Wind speed forecasting based on the hybrid ensemble empirical mode decomposition and GA-BP neural network method
Shouxiang Wang et al.
RENEWABLE ENERGY (2016)
A Physical Hybrid Artificial Neural Network for Short Term Forecasting of PV Plant Power Output
Alberto Dolara et al.
ENERGIES (2015)
Comparison of different physical models for PV power output prediction
Alberto Dolara et al.
SOLAR ENERGY (2015)
Photovoltaic power forecasting using statistical methods: impact of weather data
Maria Grazia De Giorgi et al.
IET SCIENCE MEASUREMENT & TECHNOLOGY (2014)
An ARMAX model for forecasting the power output of a grid connected photovoltaic system
Yanting Li et al.
RENEWABLE ENERGY (2014)
The Dark Horse of Evaluating Long-Term Field Performance-Data Filtering
Dirk C. Jordan et al.
IEEE JOURNAL OF PHOTOVOLTAICS (2014)
A Weather-Based Hybrid Method for 1-Day Ahead Hourly Forecasting of PV Power Output
Hong-Tzer Yang et al.
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2014)
General models for estimating daily global solar radiation for different solar radiation zones in mainland China
Mao-Fen Li et al.
ENERGY CONVERSION AND MANAGEMENT (2013)
Fuzzy Rules Interpolation for Sparse Fuzzy Rule-Based Systems Based on Interval Type-2 Gaussian Fuzzy Sets and Genetic Algorithms
Shyi-Ming Chen et al.
IEEE TRANSACTIONS ON FUZZY SYSTEMS (2013)
Determination Method of Insolation Prediction With Fuzzy and Applying Neural Network for Long-Term Ahead PV Power Output Correction
Atsushi Yona et al.
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY (2013)
Assessment of forecasting techniques for solar power production with no exogenous inputs
Hugo T. C. Pedro et al.
SOLAR ENERGY (2012)
Forecasting Power Output of Solar Photovoltaic System Using Wavelet Transform and Artificial Intelligence Techniques
Paras Mandal et al.
COMPLEX ADAPTIVE SYSTEMS 2012 (2012)
Proposal of a regressive model for the hourly diffuse solar radiation under all sky conditions
J. A. Ruiz-Arias et al.
ENERGY CONVERSION AND MANAGEMENT (2010)
SOLAR RADIATION AS LARGE-SCALE RESOURCE FOR ENERGY-SHORT WORLD
Quanhua Liu et al.
ENERGY & ENVIRONMENT (2009)
Artificial intelligence techniques for photovoltaic applications: A review
Adel Mellit et al.
PROGRESS IN ENERGY AND COMBUSTION SCIENCE (2008)
A multiple correlation between different solar parameters in Medina, Saudi Arabia
M. Benghanem et al.
RENEWABLE ENERGY (2007)
Updated world map of the Koppen-Geiger climate classification
M. C. Peel et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2007)
Continental differences in the variability of annual runoff-update and reassessment
MC Peel et al.
JOURNAL OF HYDROLOGY (2004)
Artificial neural networks in renewable energy systems applications: a review
SA Kalogirou
RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2001)
Share Paper
