Neural Network Approach for Global Solar Irradiance Prediction at Extremely Short-Time-Intervals Using Particle Swarm Optimization Algorithm

A day-ahead PV power forecasting method based on LSTM-RNN model and time correlation modification under partial daily pattern prediction framework

(2020) Fei Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Taxonomy research of artificial intelligence for deterministic solar power forecasting

(2020) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cites of queensland Australia

(2019) Sujan Ghimire et al.   JOURNAL OF CLEANER PRODUCTION

Optimal Operating Schedule for Energy Storage System: Focusing on Efficient Energy Management for Microgrid

(2019) Sooyoung Jung et al.   Processes

Modeling of solar energy systems using artificial neural network: A comprehensive review

(2019) Ammar H. Elsheikh et al.   SOLAR ENERGY

Potential of kernel-based nonlinear extension of Arps decline model and gradient boosting with categorical features support for predicting daily global solar radiation in humid regions

(2019) Lifeng Wu et al.   ENERGY CONVERSION AND MANAGEMENT

Diffuse solar radiation models for different climate zones in China: Model evaluation and general model development

(2019) Yong Zhou et al.   ENERGY CONVERSION AND MANAGEMENT

Integrated support vector regression and an improved particle swarm optimization-based model for solar radiation prediction

(2019) Hamidreza Ghazvinian et al.   PLoS One

Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction

(2019) Ghimire et al.   Energies

Accuracy Enhancement for Zone Mapping of a Solar Radiation Forecasting Based Multi-Objective Model for Better Management of the Generation of Renewable Energy

(2019) Mohammad Ehteram et al.   Energies

A novel convolutional neural network framework based solar irradiance prediction method

(2019) Na Dong et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Comparison of support vector machine and copula-based nonlinear quantile regression for estimating the daily diffuse solar radiation: A case study in China

(2019) Yanfeng Liu et al.   RENEWABLE ENERGY

Performance evaluation of hybrid adaptive neuro-fuzzy inference system models for predicting monthly global solar radiation

(2018) Laith M. Halabi et al.   APPLIED ENERGY

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

(2018) et al.   Energies

A Comparative Assessment of Predicting Daily Solar Radiation Using Bat Neural Network (BNN), Generalized Regression Neural Network (GRNN), and Neuro-Fuzzy (NF) System: A Case Study

(2018) Mohammad Lotfinejad et al.   Energies

Comparison of artificial intelligence methods in estimation of daily global solar radiation

(2018) A. Khosravi et al.   JOURNAL OF CLEANER PRODUCTION

Prediction of hourly solar radiation in Abu Musa Island using machine learning algorithms

(2018) A. Khosravi et al.   JOURNAL OF CLEANER PRODUCTION

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

(2018) Sujan Ghimire et al.   REMOTE SENSING OF ENVIRONMENT

The development of empirical models for estimating global solar radiation on horizontal surface: A case study

(2018) Hilmi Cenk Bayrakçı et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessment of SVM, empirical and ANN based solar radiation prediction models with most influencing input parameters

(2018) R. Meenal et al.   RENEWABLE ENERGY

Solar irradiance forecasting in the tropics using numerical weather prediction and statistical learning

(2018) Hadrien Verbois et al.   SOLAR ENERGY

A Hybrid GA–MLPNN Model for One-Hour-Ahead Forecasting of the Global Horizontal Irradiance in Elizabeth City, North Carolina

(2018) Aydin Jadidi et al.   Energies

Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China

(2018) Junliang Fan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

New daily global solar irradiation estimation model based on automatic selection of input parameters using evolutionary artificial neural networks

(2018) M. Marzouq et al.   JOURNAL OF CLEANER PRODUCTION

Assessment of different combinations of meteorological parameters for predicting daily global solar radiation using artificial neural networks

(2018) Y. El Mghouchi et al.   BUILDING AND ENVIRONMENT

Estimation and validation of daily global solar radiation by day of the year-based models for different climates in China

(2018) Haixiang Zang et al.   RENEWABLE ENERGY

A novel approach for forecasting global horizontal irradiance based on sparse quadratic RBF neural network

(2017) He Jiang   ENERGY CONVERSION AND MANAGEMENT

A novel hybrid model for hourly global solar radiation prediction using random forests technique and firefly algorithm

(2017) Ibrahim Anwar Ibrahim et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network optimisation for monthly average daily global solar radiation prediction

(2016) Emanuel Federico Alsina et al.   ENERGY CONVERSION AND MANAGEMENT

Empirical models for estimating daily global solar radiation in Yucatán Peninsula, Mexico

(2016) Victor H. Quej et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction of solar radiation for solar systems by using ANN models with different back propagation algorithms

(2016) Neelamegam Premalatha et al.   Journal of Applied Research and Technology

The optimized artificial neural network model with Levenberg–Marquardt algorithm for global solar radiation estimation in Eastern Mediterranean Region of Turkey

(2016) Özgür Çelik et al.   JOURNAL OF CLEANER PRODUCTION

Solar radiation prediction using different techniques: model evaluation and comparison

(2016) Lunche Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel Grouping Genetic Algorithm–Extreme Learning Machine approach for global solar radiation prediction from numerical weather models inputs

(2016) A. Aybar-Ruiz et al.   SOLAR ENERGY

Potential of adaptive neuro-fuzzy system for prediction of daily global solar radiation by day of the year

(2015) Kasra Mohammadi et al.   ENERGY CONVERSION AND MANAGEMENT

Daily global solar radiation prediction from air temperatures using kernel extreme learning machine: A case study for Iran

(2015) Shahaboddin Shamshirband et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

The artificial neural network for solar radiation prediction and designing solar systems: a systematic literature review

(2015) Atika Qazi et al.   JOURNAL OF CLEANER PRODUCTION

A support vector machine–firefly algorithm-based model for global solar radiation prediction

(2015) Lanre Olatomiwa et al.   SOLAR ENERGY

Solar radiation prediction using Artificial Neural Network techniques: A review

(2013) Amit Kumar Yadav et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modeling global solar radiation using Particle Swarm Optimization (PSO)

(2012) Mohamed Ahmed Mohandes   SOLAR ENERGY

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

(2011) Wu Ji et al.   SOLAR ENERGY