A novel elephant herd optimization model with a deep extreme Learning machine for solar radiation prediction using weather forecasts

Using deep belief network to construct the agricultural information system based on Internet of Things

(2021) Ji Luo et al.   JOURNAL OF SUPERCOMPUTING

Seeking the best Weather Research and Forecasting model performance: an empirical score approach

(2020) R. Moreno et al.   JOURNAL OF SUPERCOMPUTING

Prediction of highway asphalt pavement performance based on Markov chain and artificial neural network approach

(2020) Zhichen Wang et al.   JOURNAL OF SUPERCOMPUTING

Estimation of solar radiation using neighboring stations through hybrid support vector regression boosted by Krill Herd algorithm

(2020) Babak Mohammadi et al.   Arabian Journal of Geosciences

Day-Ahead Solar Irradiance Forecasting for Microgrids Using a Long Short-Term Memory Recurrent Neural Network: A Deep Learning Approach

(2019) Husein et al.   Energies

Hourly day-ahead solar irradiance prediction using weather forecasts by LSTM

(2018) Xiangyun Qing et al.   ENERGY

A novel soft computing model (Gaussian process regression with K-fold cross validation) for daily and monthly solar radiation forecasting (Part: I)

(2018) Abbas Rohani et al.   RENEWABLE ENERGY

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

Effective Features to Classify Big Data Using Social Internet of Things

(2018) S. K. Lakshmanaprabu et al.   IEEE Access

A Prediction Methodology of Energy Consumption Based on Deep Extreme Learning Machine and Comparative Analysis in Residential Buildings

(2018) Muhammad Fayaz et al.   Electronics

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

(2017) Stéphanie Monjoly et al.   ENERGY

Weather radar data processing on graphic cards

(2017) Mónica Denham et al.   JOURNAL OF SUPERCOMPUTING

Regression tree ensembles for wind energy and solar radiation prediction

(2017) Alberto Torres-Barrán et al.   NEUROCOMPUTING

ANN model for predicting the direct normal irradiance and the global radiation for a solar application to a residential building

(2016) C. Renno et al.   JOURNAL OF CLEANER PRODUCTION

Intelligent optimization models based on hard-ridge penalty and RBF for forecasting global solar radiation

(2015) He Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

Modeling of global horizontal irradiance in the United Arab Emirates with artificial neural networks

(2014) Hassan A.N. Hejase et al.   ENERGY

Assessing the potential of support vector machine for estimating daily solar radiation using sunshine duration

(2013) Ji-Long Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Estimation of global solar radiation using ANN over Turkey

(2011) Muammer Ozgoren et al.   EXPERT SYSTEMS WITH APPLICATIONS

Assessment of monthly solar radiation estimates using support vector machines and air temperatures

(2010) Wei Wu et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY