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Title: :  IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE
PaperId: :  27811
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 6 2025
DUI:    16.0415/IJARIIE-27811
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
TSARAZAKA Yves Germain Doctoral School of Life Sciences and Modeling (EDGVM), University of Mahajanga, Madagascar
HANITRANIRINA Eloddy Doctoral School of Life Sciences and Modeling (EDGVM), University of Mahajanga, Madagascar
TOVONDRAINY Ramiandrisoa Doctoral School of Life Sciences and Modeling (EDGVM), University of Mahajanga, Madagascar
RAHARIJAONA Petera Doctoral School of Life Sciences and Modeling (EDGVM), University of Mahajanga, Madagascar
DONA Victorien Bruno Doctoral School of Life Sciences and Modeling (EDGVM), University of Mahajanga, Madagascar

Abstract

Énergétique
Air-based PVT,Artificial Intelligence,Neuro-fuzzy system,MPPT,performance,Optimization,Renewable energies,Mahajanga
The Mahajanga region benefits from exceptional solar resources, characterized by one of the highest levels of solar irradiation in Madagascar, thus providing optimal conditions for the operation of photovoltaic generators. Air-based hybrid photovoltaic-thermal (PVT) systems demonstrate superior energy efficiency due to their cogeneration capability. This study presents an original neuro-fuzzy MPPT control approach applied to air-based PVT systems within the specific context of Mahajanga. The results indicate a marked improvement in tracking accuracy compared to conventional methods, offering concrete prospects for energy optimization in tropical regions. The system processes the measured electrical parameters in real time, utilizing the instantaneous error (E) and its variation (ΔE) to determine the optimal duty cycle (D) of the Boost converter. The comparative analysis with the conventional P&O algorithm demonstrates a significant improvement in energy performance through the neuro-fuzzy approach, validating its potential for optimizing the exploitation of Mahajanga's solar resources.

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IJARIIE TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . "IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 6 2025 Page 1312-1326
MLA TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . "IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE." International Journal Of Advance Research And Innovative Ideas In Education 11.6(2025) : 1312-1326.
APA TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , & DONA Victorien Bruno . (2025). IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE. International Journal Of Advance Research And Innovative Ideas In Education, 11(6), 1312-1326.
Chicago TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . "IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 6 (2025) : 1312-1326.
Oxford TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . 'IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, 2025, p. 1312-1326. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_A_NEURO_FUZZY_CONTROL_STRATEGY_FOR_OPTIMIZING_THE_ENERGY_PERFORMANCE_OF_A_HYBRID_AIR_BASED_PVT_COLLECTOR__APPLICATION_TO_THE_MAHAJANGA_SITE_ijariie27811.pdf (Accessed : 19 March 2026).
Harvard TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . (2025) 'IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE', International Journal Of Advance Research And Innovative Ideas In Education, 11(6), pp. 1312-1326IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_A_NEURO_FUZZY_CONTROL_STRATEGY_FOR_OPTIMIZING_THE_ENERGY_PERFORMANCE_OF_A_HYBRID_AIR_BASED_PVT_COLLECTOR__APPLICATION_TO_THE_MAHAJANGA_SITE_ijariie27811.pdf (Accessed : 19 March 2026)
IEEE TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno , "IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, pp. 1312-1326, Nov-Dec 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_A_NEURO_FUZZY_CONTROL_STRATEGY_FOR_OPTIMIZING_THE_ENERGY_PERFORMANCE_OF_A_HYBRID_AIR_BASED_PVT_COLLECTOR__APPLICATION_TO_THE_MAHAJANGA_SITE_ijariie27811.pdf [Accessed : 19 March 2026].
Turabian TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . "IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 6 (19 March 2026).
Vancouver TSARAZAKA Yves Germain , HANITRANIRINA Eloddy , TOVONDRAINY Ramiandrisoa , RAHARIJAONA Petera , and DONA Victorien Bruno . IMPLEMENTATION OF A NEURO FUZZY CONTROL STRATEGY FOR OPTIMIZING THE ENERGY PERFORMANCE OF A HYBRID AIR BASED PVT COLLECTOR. APPLICATION TO THE MAHAJANGA SITE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : 19 March 2026]; 11(6) : 1312-1326. Available from: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_A_NEURO_FUZZY_CONTROL_STRATEGY_FOR_OPTIMIZING_THE_ENERGY_PERFORMANCE_OF_A_HYBRID_AIR_BASED_PVT_COLLECTOR__APPLICATION_TO_THE_MAHAJANGA_SITE_ijariie27811.pdf
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