Designing a New Data Intelligence Model for Global Solar Radiation Prediction: Application of Multivariate Modeling Scheme

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

Short-Term Photovoltaic Power Output Prediction Based on k-Fold Cross-Validation and an Ensemble Model

(2019) Ruijin Zhu et al.   Energies

Mid-to-long term wind and photovoltaic power generation prediction based on copula function and long short term memory network

(2019) Shuang Han et al.   APPLIED ENERGY

The implementation of univariable scheme-based air temperature for solar radiation prediction: New development of dynamic evolving neural-fuzzy inference system model

(2019) Ozgur Kisi et al.   APPLIED ENERGY

Global surface solar radiation and photovoltaic power from Coupled Model Intercomparison Project Phase 5 climate models

(2019) Ling Zou et al.   JOURNAL OF CLEANER PRODUCTION

Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation

(2019) Zainab Abdulelah Al-Sudani et al.   JOURNAL OF HYDROLOGY

Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso

(2018) Hai Tao et al.   AGRICULTURAL WATER MANAGEMENT

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

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

(2018) Xiangyun Qing et al.   ENERGY

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

A review of data-driven building energy consumption prediction studies

(2018) Kadir Amasyali et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

(2018) R. Meenal et al.   RENEWABLE ENERGY

Global Solar Radiation Prediction Using Hybrid Online Sequential Extreme Learning Machine Model

(2018) Muzhou Hou et al.   Energies

Solar radiation forecasting using artificial neural network and random forest methods: Application to normal beam, horizontal diffuse and global components

(2018) L. Benali et al.   RENEWABLE ENERGY

Designing a multi-stage multivariate empirical mode decomposition coupled with ant colony optimization and random forest model to forecast monthly solar radiation

(2018) Ramendra Prasad et al.   APPLIED ENERGY

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

Using artificial neural networks to estimate solar radiation in Kuwait

(2017) Mohammed Bou-Rabee et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A critical review of the models used to estimate solar radiation

(2017) Jianyuan Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2017) Nwokolo Samuel Chukwujindu   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A methodology to evaluate outdoor microclimate of the archaeological site and vegetation role: A case study of the Roman Villa in Russi (Italy)

(2017) Kristian Fabbri et al.   Sustainable Cities and Society

A wavelet-coupled support vector machine model for forecasting global incident solar radiation using limited meteorological dataset

(2016) Ravinesh C. Deo et al.   APPLIED ENERGY

Solar radiation analyzing by neuro-fuzzy approach

(2016) Srđan Jović et al.   ENERGY AND BUILDINGS

Prediction of solar radiation in China using different adaptive neuro-fuzzy methods and M5 model tree

(2016) Lunche Wang et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Estimation of daily global solar radiation using wavelet regression, ANN, GEP and empirical models: A comparative study of selected temperature-based approaches

(2016) Sayed Saber Sharifi et al.   JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS

Prediction of scour depth around bridge piers using self-adaptive extreme learning machine

(2016) Isa Ebtehaj et al.   JOURNAL OF HYDROINFORMATICS

Prediction and application of solar radiation with soft computing over traditional and conventional approach – A comprehensive review

(2016) Sthitapragyan Mohanty et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel hybrid model based on artificial neural networks for solar radiation prediction

(2016) Yujie Wu et al.   RENEWABLE ENERGY

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

Forecasting short-term solar irradiance based on artificial neural networks and data from neighboring meteorological stations

(2016) Federico-Vladimir Gutierrez-Corea et al.   SOLAR ENERGY

Application of extreme learning machine for estimation of wind speed distribution

(2015) Shahaboddin Shamshirband et al.   CLIMATE DYNAMICS

A new hybrid support vector machine–wavelet transform approach for estimation of horizontal global solar radiation

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

Investigating the performance of support vector machine and artificial neural networks in predicting solar radiation on a tilted surface: Saudi Arabia case study

(2015) Makbul A.M. Ramli et al.   ENERGY CONVERSION AND MANAGEMENT

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

Adaptive neuro-fuzzy approach for solar radiation prediction in Nigeria

(2015) Lanre Olatomiwa et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2015) Lanre Olatomiwa et al.   SOLAR ENERGY

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

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

A self adaptive differential harmony search based optimized extreme learning machine for financial time series prediction

(2014) Rajashree Dash et al.   Swarm and Evolutionary Computation

Solar radiation prediction using Artificial Neural Network techniques: A review

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

Comparison of Gene Expression Programming with neuro-fuzzy and neural network computing techniques in estimating daily incoming solar radiation in the Basque Country (Northern Spain)

(2012) Gorka Landeras et al.   ENERGY CONVERSION AND MANAGEMENT

A linear genetic programming approach for the prediction of solar global radiation

(2012) Hassan Shavandi et al.   NEURAL COMPUTING & APPLICATIONS

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

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

(2011) Changsong Chen et al.   SOLAR ENERGY

Short–mid-term solar power prediction by using artificial neural networks

(2011) Ercan İzgi et al.   SOLAR ENERGY

Siting guidelines for concentrating solar power plants in the Sahel: Case study of Burkina Faso

(2010) Y. Azoumah et al.   SOLAR ENERGY

Feature extraction for time-series data: An artificial neural network evolutionary training model for the management of mountainous watersheds

(2009) Thomas J. Glezakos et al.   NEUROCOMPUTING