Modelling photovoltaic modules with neural networks using angle of incidence and clearness index

Data from multimodal functions based on an array of photovoltaic modules and an approximation with artificial neural networks as a scenario for testing optimization algorithms

Data in Brief ◽

10.1016/j.dib.2019.104669 ◽

2019 ◽

Vol 27 ◽

pp. 104669

Author(s):

Carlos Robles-Algarín ◽

Diego Restrepo-Leal ◽

Adalberto Ospino Castro

Keyword(s):

Neural Networks ◽

Optimization Algorithms ◽

Multimodal Functions ◽

Photovoltaic Modules ◽

A new offline method for extracting I-V characteristic curve for photovoltaic modules using artificial neural networks

Solar Energy ◽

10.1016/j.solener.2018.07.092 ◽

2018 ◽

Vol 173 ◽

pp. 462-469 ◽

Cited By ~ 12

Author(s):

Tamer Khatib ◽

Ahmed Ghareeb ◽

Maan Tamimi ◽

Mahmoud Jaber ◽

Saif Jaradat

Keyword(s):

Neural Networks ◽

Characteristic Curve ◽

Photovoltaic Modules ◽

Numerical method for angle-of-incidence correction factors for diffuse radiation incident photovoltaic modules

Solar Energy ◽

10.1016/j.solener.2017.03.027 ◽

2017 ◽

Vol 147 ◽

pp. 344-348 ◽

Cited By ~ 8

Author(s):

Bill Marion

Keyword(s):

Numerical Method ◽

Diffuse Radiation ◽

Angle Of Incidence ◽

Correction Factors ◽

Photovoltaic Modules ◽

Radiation Incident

Systematic modeling of photovoltaic modules based on artificial neural networks

International Journal of Hydrogen Energy ◽

10.1016/j.ijhydene.2016.04.175 ◽

2016 ◽

Vol 41 (29) ◽

pp. 12672-12687 ◽

Cited By ~ 21

Author(s):

Jose Manuel Lopez-Guede ◽

Jose Antonio Ramos-Hernanz ◽

Ekaitz Zulueta ◽

Unai Fernadez-Gamiz ◽

Fernando Oterino

Keyword(s):

Neural Networks ◽

Photovoltaic Modules ◽

Artificial Neural ◽

Systematic Modeling

Advances in Intelligent Systems and Computing - Soft Computing Models in Industrial and Environmental Applications ◽

A Performance Study of Concentrating Photovoltaic Modules Using Neural Networks: An Application with CO2RBFN

10.1007/978-3-642-32922-7_45 ◽

2013 ◽

pp. 439-448

Author(s):

Antonio J. Rivera ◽

B. García-Domingo ◽

M. J. del Jesus ◽

J. Aguilera

Keyword(s):

Neural Networks ◽

Performance Study ◽

Photovoltaic Modules ◽

A Performance

Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997 ◽

Measuring solar spectral and angle-of-incidence effects on photovoltaic modules and solar irradiance sensors

10.1109/pvsc.1997.654283 ◽

2002 ◽

Cited By ~ 47

Author(s):

D.L. King ◽

J.A. Kratochvil ◽

W.E. Boyson

Keyword(s):

Solar Irradiance ◽

Angle Of Incidence ◽

Photovoltaic Modules

2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI) ◽

Neural Networks for Maximum Power Point Tracking Application to Silicon and CIGS Photovoltaic Modules

10.1109/rtsi.2018.8548445 ◽

2018 ◽

Author(s):

M. Bertoluzzo ◽

E. Sieni ◽

M. Zordan ◽

M. Forato ◽

M.E. Mognaschi ◽

...

Keyword(s):

Neural Networks ◽

Maximum Power Point Tracking ◽

Maximum Power ◽

Maximum Power Point ◽

Photovoltaic Modules ◽

Point Tracking ◽

Power Point Tracking ◽

Power Point

Modelling photovoltaic modules by a numerical method and artificial neural networks

African Journal of Science Technology Innovation and Development ◽

10.1080/20421338.2015.1118869 ◽

2016 ◽

Vol 8 (4) ◽

pp. 331-339 ◽

Cited By ~ 1

Author(s):

Zahra Meziani ◽

Zohir Dibi

Keyword(s):

Neural Networks ◽

Numerical Method ◽

Photovoltaic Modules ◽

Comparative Angle of Incidence Characterization of Utility Grade Photovoltaic Modules

10.2172/1481528 ◽

2018 ◽

Author(s):

Bruce Hardison King ◽

Charles David Robinson

Keyword(s):

Angle Of Incidence ◽

Photovoltaic Modules

2018 5th International Conference on Electrical and Electronic Engineering (ICEEE) ◽

A new method for extracting I-V characteristic curve for photovoltaic modules using artificial neural networks

10.1109/iceee2.2018.8391384 ◽

2018 ◽

Author(s):

Ahmed Ghareeb ◽

Maan Tamimi ◽

Mahmoud Jaber ◽

Saif Jaradat ◽

Tamer Khatib

Keyword(s):

Neural Networks ◽

Characteristic Curve ◽

New Method ◽

Photovoltaic Modules ◽