Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods

A comparative study of several machine learning based non-linear regression methods in estimating solar radiation: Case studies of the USA and Turkey regions

(2020) Meysam Alizamir et al.   ENERGY

Advanced machine learning model for better prediction accuracy of soil temperature at different depths

(2020) Meysam Alizamir et al.   PLoS One

Probabilistic Solar Power Forecasting Using Bayesian Model Averaging

(2020) Kate Doubleday et al.   IEEE Transactions on Sustainable 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

Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: A new approach

(2019) Ravinesh C. Deo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Inter-Comparison of Different Bayesian Model Averaging Modifications in Streamflow Simulation

(2019) Pedram Darbandsari et al.   Water

Predicting daily diffuse horizontal solar radiation in various climatic regions of China using support vector machine and tree-based soft computing models with local and extrinsic climatic data

(2019) Junliang Fan et al.   JOURNAL OF CLEANER PRODUCTION

An efficient neuro-evolutionary hybrid modelling mechanism for the estimation of daily global solar radiation in the Sunshine State of Australia

(2018) Sancho Salcedo-Sanz et al.   APPLIED ENERGY

Bayesian model averaging for river flow prediction

(2018) Paul J. Darwen   APPLIED INTELLIGENCE

Evaluation and development of temperature-based empirical models for estimating daily global solar radiation in humid regions

(2018) Junliang Fan et al.   ENERGY

Comparison of Support Vector Machine and Extreme Gradient Boosting for predicting daily global solar radiation using temperature and precipitation in humid subtropical climates: A case study in China

(2018) Junliang Fan et al.   ENERGY CONVERSION AND MANAGEMENT

Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree

(2018) Behrooz Keshtegar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Estimation of the daily global solar radiation based on the Gaussian process regression methodology in the Saharan climate

(2018) Mawloud Guermoui et al.   European Physical Journal Plus

Modelling reference evapotranspiration using a new wavelet conjunction heuristic method: Wavelet extreme learning machine vs wavelet neural networks

(2018) Ozgur Kisi et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

Modelling long-term groundwater fluctuations by extreme learning machine using hydro-climatic data

(2017) Meysam Alizamir et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Quantifying multi-source uncertainties in multi-model predictions using the Bayesian model averaging scheme

(2017) Shanhu Jiang et al.   HYDROLOGY RESEARCH

ANFIS, SVM and ANN soft-computing techniques to estimate daily global solar radiation in a warm sub-humid environment

(2017) Victor H. Quej et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

A comprehensive review of empirical models for estimating global solar radiation in Africa

(2017) Nwokolo Samuel Chukwujindu   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Quantifying multi-source uncertainties in multi-model predictions using the Bayesian model averaging scheme

(2017) Shanhu Jiang et al.   Hydrology Research

Prediction of daily and mean monthly global solar radiation using support vector machine in an arid climate

(2016) S. Belaid et al.   ENERGY CONVERSION AND MANAGEMENT

Reconstructed Regional Mean Climate with Bayesian Model Averaging: A Case Study for Temperature Reconstruction in the Yunnan–Guizhou Plateau, China

(2016) Xianliang Zhang et al.   JOURNAL OF CLIMATE

Solar radiation prediction using different techniques: model evaluation and comparison

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

Application of extreme learning machine for estimation of wind speed distribution

(2015) Shahaboddin Shamshirband et al.   CLIMATE DYNAMICS

Application of rapid miner in ANN based prediction of solar radiation for assessment of solar energy resource potential of 76 sites in Northwestern India

(2015) Amit Kumar Yadav et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Simple solar radiation modelling for different cloud types and climatologies

(2015) Viorel Badescu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Probabilistic wind speed forecasting using Bayesian model averaging with truncated normal components

(2014) Sándor Baran   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Sunshine-based global radiation models: A review and case study

(2014) Z.A. Al-Mostafa et al.   ENERGY CONVERSION AND MANAGEMENT

New combined models for estimating daily global solar radiation from measured air temperature in semi-arid climates: Application in Ghardaïa, Algeria

(2014) R. Yacef et al.   ENERGY CONVERSION AND MANAGEMENT

Genomic predictions in Angus cattle: Comparisons of sample size, response variables, and clustering methods for cross-validation1

(2014) P. Boddhireddy et al.   JOURNAL OF ANIMAL SCIENCE

Coupling soil moisture and precipitation observations for predicting hourly runoff at small catchment scale

(2014) Gokmen Tayfur et al.   JOURNAL OF HYDROLOGY

Daily global solar radiation prediction based on a hybrid Coral Reefs Optimization – Extreme Learning Machine approach

(2014) S. Salcedo-Sanz et al.   SOLAR ENERGY

Application of extreme learning machine for estimating solar radiation from satellite data

(2013) Mehmet Şahin et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Assessment of a conceptual hydrological model and artificial neural networks for daily outflows forecasting

(2013) M. Rezaeianzadeh et al.   International Journal of Environmental Science and Technology

Estimation of Global Solar Radiation Using Artificial Neural Networks in Abu Dhabi City, United Arab Emirates

(2013) Maitha Al-Shamisi et al.   JOURNAL OF SOLAR ENERGY ENGINEERING-TRANSACTIONS OF THE ASME

Bayesian model averaging in astrophysics: a review

(2013) David Parkinson et al.   Statistical Analysis and Data Mining

Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting

(2012) G. Capizzi et al.   IEEE Transactions on Neural Networks and Learning Systems

Estimating daily global solar radiation by day of year in China

(2010) Huashan Li et al.   APPLIED ENERGY

A Matlab GUI for calculating the solar radiation and shading of surfaces on the earth

(2010) Bastian Keller et al.   COMPUTER APPLICATIONS IN ENGINEERING EDUCATION

Radial Basis Function Network-based prediction of global solar radiation data: Application for sizing of a stand-alone photovoltaic system at Al-Madinah, Saudi Arabia

(2010) Mohamed Benghanem et al.   ENERGY

The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data

(2010) M.A. Behrang et al.   SOLAR ENERGY