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Machine learning methods for solar radiation forecasting: A review

Renewable energy, 2017-05, Vol.105, p.569-582

2017

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Forecasting of preprocessed daily solar radiation time series using neural networks

Solar energy, 2010-12, Vol.84 (12), p.2146-2160

2010

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Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications

Applied sciences, 2019-01, Vol.9 (1), p.209

2019

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Hybrid VMAT-3DCRT as breast cancer treatment improvement tool

Scientific reports, 2024-01, Vol.13 (1), p.23110-16, Article 23110

2024

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Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model

Energy reports, 2021-11, Vol.7, p.136-157

2021

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Hybrid renewable power plant sizing – Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos

Applied energy, 2019-11, Vol.254 (113601), p.113601, Article 113601

2019

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Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series

Applied sciences, 2022-09, Vol.12 (17), p.8529

2022

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A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction

IEEE access, 2020, Vol.8, p.83347-83358

2020

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Complex-valued time series based solar irradiance forecast

Journal of renewable and sustainable energy, 2022-11, Vol.14 (6)

2022

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Solar irradiation nowcasting by stochastic persistence: A new parsimonious, simple and efficient forecasting tool

Renewable & sustainable energy reviews, 2018-09, Vol.92, p.343-352

2018

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Trade-Off between Precision and Resolution of a Solar Power Forecasting Algorithm for Micro-Grid Optimal Control

Energies (Basel), 2020-07, Vol.13 (14), p.3565

2020

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

Energies (Basel), 2019-04, Vol.12 (7), p.1365

2019

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A Monte Carlo based solar radiation forecastability estimation

Journal of renewable and sustainable energy, 2021-03, Vol.13 (2)

2021

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Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks

Aerosol and Air Quality Research, 2016-02, Vol.16 (2), p.405-416

2016

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A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

Solar energy, 2015-02, Vol.112, p.446-457

2015

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Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

Renewable & sustainable energy reviews, 2018-05, Vol.87, p.96-105

2018

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

Renewable energy, 2019-03, Vol.132, p.871-884

2019

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Difficulties of Solar PV Integration in Island Electrical Networks – Case Study in the French Islands

E3S Web of Conferences, 2019, Vol.111, p.6028

2019

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Value of deterministic day-ahead forecasts of PV generation in PV + Storage operation for the Australian electricity market

Solar energy, 2021-08, Vol.224, p.672-684

2021

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Forecasting of Three Components of Solar irradiation for Building Applications

E3S Web of Conferences, 2019, Vol.111, p.5012

2019

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Prediction bands for solar energy: New short-term time series forecasting techniques

Solar energy, 2018-05, Vol.166, p.519-528

2018

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Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review

Energy (Oxford), 2021-12, Vol.236, p.121486, Article 121486

2021

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Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability

Energy (Oxford), 2018-12, Vol.165, p.620-629

2018

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Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

Energy (Oxford), 2012-03, Vol.39 (1), p.341-355

2012

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Multi-Objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage

Renewable energy, 2019-02, Vol.131, p.1156-1167

2019

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Machine learning methods for solar radiation forecasting: A review

Forecasting of preprocessed daily solar radiation time series using neural networks

Some Applications of ANN to Solar Radiation Estimation and Forecasting for Energy Applications

Hybrid VMAT-3DCRT as breast cancer treatment improvement tool

Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model

Hybrid renewable power plant sizing – Graphical decision tool, sensitivity analysis and applications in Ajaccio and Tilos

Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series

A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction

Complex-valued time series based solar irradiance forecast

Solar irradiation nowcasting by stochastic persistence: A new parsimonious, simple and efficient forecasting tool

Trade-Off between Precision and Resolution of a Solar Power Forecasting Algorithm for Micro-Grid Optimal Control

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

A Monte Carlo based solar radiation forecastability estimation

Hybridization of Air Quality Forecasting Models Using Machine Learning and Clustering: An Original Approach to Detect Pollutant Peaks

A benchmarking of machine learning techniques for solar radiation forecasting in an insular context

Intermittent and stochastic character of renewable energy sources: Consequences, cost of intermittence and benefit of forecasting

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

Difficulties of Solar PV Integration in Island Electrical Networks – Case Study in the French Islands

Value of deterministic day-ahead forecasts of PV generation in PV + Storage operation for the Australian electricity market

Forecasting of Three Components of Solar irradiation for Building Applications

Prediction bands for solar energy: New short-term time series forecasting techniques

Total solar irradiance's effect on the performance of empirical models for estimating global solar radiation: An empirical-based review

Solar irradiation prediction with machine learning: Forecasting models selection method depending on weather variability

Numerical weather prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

Multi-Objective Particle Swarm optimal sizing of a renewable hybrid power plant with storage

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