Daily global solar radiation modeling using data-driven techniques and empirical equations in a semi-arid climate

Saeed Samadianfard; Abolfazl Majnooni-Heris; Sultan Noman Qasem; Ozgur Kisi; Shahaboddin Shamshirband; Kwok-wing Chau

doi:10.1080/19942060.2018.1560364

Daily global solar radiation modeling using data-driven techniques and empirical equations in a semi-arid climate

Engineering Applications of Computational Fluid Mechanics ◽

10.1080/19942060.2018.1560364 ◽

2019 ◽

Vol 13 (1) ◽

pp. 142-157 ◽

Cited By ~ 14

Author(s):

Saeed Samadianfard ◽

Abolfazl Majnooni-Heris ◽

Sultan Noman Qasem ◽

Ozgur Kisi ◽

Shahaboddin Shamshirband ◽

...

Keyword(s):

Solar Radiation ◽

Global Solar Radiation ◽

Data Driven ◽

Arid Climate ◽

Empirical Equations ◽

Using Data ◽

Radiation Modeling ◽

Semi Arid

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A new artificial multi-neural approach to estimate the hourly global solar radiation in a semi-arid climate site

Theoretical and Applied Climatology ◽

10.1007/s00704-019-03033-1 ◽

2019 ◽

Vol 139 (3-4) ◽

pp. 1261-1276

Author(s):

Mohammed Ali Jallal ◽

Samira Chabaa ◽

Abdelouhab Zeroual

Keyword(s):

Solar Radiation ◽

Global Solar Radiation ◽

Arid Climate ◽

Semi Arid

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Forecasting Daily Global Solar Radiation in Hot Semi-Arid Climate Using a Novel Hybrid Machine Learning Paradigm

10.21203/rs.3.rs-164879/v2 ◽

2021 ◽

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Global Solar Radiation ◽

Arid Climate ◽

Learning Paradigm ◽

Hybrid Machine ◽

Semi Arid

Abstract The authors have requested that this preprint be withdrawn due to erroneous posting.

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Comparison of two intelligent models to estimate the instantaneous global solar radiation in semi-arid climate conditions: Application in Iran

Journal of Earth System Science ◽

10.1007/s12040-017-0854-7 ◽

2017 ◽

Vol 126 (5) ◽

Cited By ~ 1

Author(s):

Mostafa Zamani Mohiabadi ◽

Mohsen Mirzaei

Keyword(s):

Solar Radiation ◽

Global Solar Radiation ◽

Arid Climate ◽

Climate Conditions ◽

Intelligent Models ◽

Semi Arid

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Global solar radiation prediction: Application of novel hybrid data-driven model

Applied Soft Computing ◽

10.1016/j.asoc.2021.107768 ◽

2021 ◽

pp. 107768

Author(s):

Massoud Alrashidi ◽

Musaed Alrashidi ◽

Saifur Rahman

Keyword(s):

Solar Radiation ◽

Global Solar Radiation ◽

Data Driven ◽

Hybrid Data

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Investigating the impact of input variable selection on daily solar radiation prediction accuracy using data-driven models: a case study in northern Iran

Stochastic Environmental Research and Risk Assessment ◽

10.1007/s00477-021-02070-5 ◽

2021 ◽

Author(s):

Mohammad Sina Jahangir ◽

Seyed Mostafa Biazar ◽

David Hah ◽

John Quilty ◽

Mohammad Isazadeh

Keyword(s):

Solar Radiation ◽

Variable Selection ◽

Prediction Accuracy ◽

Data Driven ◽

Northern Iran ◽

Using Data ◽

The Impact

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Numerical methods applied to global solar radiation modeling – comparison with measured data

International Journal of Numerical Methods for Heat &amp Fluid Flow ◽

10.1108/09615530910973002 ◽

2009 ◽

Vol 19 (6) ◽

pp. 777-789 ◽

Cited By ~ 3

Author(s):

M.H. Saffaripour ◽

M.A. Mehrabian

Keyword(s):

Numerical Methods ◽

Solar Radiation ◽

Global Solar Radiation ◽

Measured Data ◽

Radiation Modeling

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Assessing the performance of global solar radiation empirical equations in Sokoto, Nigeria using meteorological parameters

Nigerian Journal of Technology ◽

10.4314/njt.v37i2.10 ◽

2018 ◽

Vol 37 (2) ◽

pp. 358 ◽

Cited By ~ 2

Author(s):

M.B. Garba ◽

A Muhammad ◽

M Musa ◽

A.G. Mohammed

Keyword(s):

Solar Radiation ◽

Meteorological Parameters ◽

Global Solar Radiation ◽

Empirical Equations

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

Solar Energy ◽

10.1016/j.solener.2010.05.009 ◽

2010 ◽

Vol 84 (8) ◽

pp. 1468-1480 ◽

Cited By ~ 164

Author(s):

M.A. Behrang ◽

E. Assareh ◽

A. Ghanbarzadeh ◽

A.R. Noghrehabadi

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Solar Radiation ◽

Meteorological Data ◽

Global Solar Radiation ◽

Artificial Neural ◽

Artificial Neural Network Ann ◽

Radiation Modeling

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

Energy Conversion and Management ◽

10.1016/j.enconman.2016.03.082 ◽

2016 ◽

Vol 118 ◽

pp. 105-118 ◽

Cited By ~ 69

Author(s):

S. Belaid ◽

A. Mellit

Keyword(s):

Support Vector Machine ◽

Solar Radiation ◽

Global Solar Radiation ◽

Arid Climate ◽

Support Vector

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Meteorological Data Driven Prediction of Global Solar Radiation

2021 IEEE Second International Conference on Control, Measurement and Instrumentation (CMI) ◽

10.1109/cmi50323.2021.9362766 ◽

2021 ◽

Author(s):

Bishnu Dalal ◽

Anirban Bagui ◽

Samarjit Sengupta

Keyword(s):

Solar Radiation ◽

Meteorological Data ◽

Global Solar Radiation ◽

Data Driven

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