PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA

DONA Victorien Bruno; MAXWELL Djaffard; RATIARISON Adolphe Andriamanga

PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA

August 2019

Vol-5, Issue-4

Paper ID: 10734

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

ENERGETIQUE

Keywords

Sunstroke duration solar field Liu and Jordan models global solar irradiation estimation artificial neural networks

Abstract

The design and sizing of solar energy systems (photovoltaic solar panel, thermal solar panel, parabolic solar concentrators, aerovoltaic system, solar tower chimney, etc.) requires precise knowledge of the solar field at the site where the system will be installed. One of the major factors in the evaluation of the solar field at a given site is the availability of consistent and accurate global inclined irradiation data. This paper proposes the Liu and Jordan models and the artificial network for estimating global solar irradiations in an inclined plane, based on a single meteorological data, the monthly average daily global radiation striking a horizontal plane. The latter is determined from frequently measured meteorological data, solar insolation. These two models lead to almost similar results, confirming the ability of neural networks to accurately predict solar irradiation. Keywords: Sunstroke duration, solar field, Liu and Jordan models, global solar irradiation, estimation; artificial neural networks.

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Author Information

#	Name	Institute / Affiliation
1	DONA Victorien Bruno	Department of physics, Laboratory of Applied Physics and Renewable Energies, Mahajanga, University
2	MAXWELL Djaffard	Department of physics, Laboratory of Applied Physics and Renewable Energies, Mahajanga, University
3	RATIARISON Adolphe Andriamanga	Department of physics, Laboratory of Atmospheric, Climate and Ocean Dynamics, University of Antananarivo

How to Cite

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APA Style

Bruno, DONA Victorien, Djaffard, MAXWELL, & Andriamanga, RATIARISON Adolphe (2019). PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA. International Journal of Advance Research and Innovative Ideas In Education, 5(4), 1303-1312.

MLA Style

Bruno, DONA Victorien, et al. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, 2019, pp. 1303-1312.

IEEE Style

DONA Victorien Bruno, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga, "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 4, pp. 1303-1312, 2019.

Vancouver Style

Bruno DONA Victorien, Djaffard MAXWELL, Andriamanga RATIARISON Adolphe. PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(4):1303-1312.

Harvard Style

Bruno, DONA Victorien, Djaffard, MAXWELL, & Andriamanga, RATIARISON Adolphe (2019) 'PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA', International Journal of Advance Research and Innovative Ideas In Education, 5(4), pp. 1303-1312.

Chicago Style

Bruno, DONA Victorien, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 1303-1312.

Turabian Style

Bruno, DONA Victorien, MAXWELL Djaffard, and RATIARISON Adolphe Andriamanga. "PREDICTION OF GLOBAL SOLAR IRRADIATIONS ON INCLINED PLANES BY LIU & JORDAN MODELS AND THE ARTIFICIAL NEURAL NETWORK (RNA). APPLICATION SITE MAHAJANGA." International Journal of Advance Research and Innovative Ideas In Education 5, no. 4 (2019): 1303-1312.