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Genetically Optimization of an Asymmetrical Fuzzy Logic Based Photovoltaic Maximum Power Point Tracking ControllerAL-GIZI, A.   , AL-CHLAIHAWI, S. , LOUZAZNI, M. , CRACIUNESCU, A. |
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Author keywords
fuzzy logic, genetic algorithms, maximum power point trackers, optimization, photovoltaic systems
References keywords
fuzzy(12), tracking(10), logic(10), power(9), point(9), maximum(8), system(7), photovoltaic(7), algorithms(6), systems(5)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2017-11-30
Volume 17, Issue 4, Year 2017, On page(s): 69 - 76
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2017.04009
Web of Science Accession Number: 000417674300009
SCOPUS ID: 85035755676
Abstract
This paper introduces a new fuzzy logic controller (FLC) based photovoltaic (PV) maximum power point tracking (MPPT) optimized with the genetic algorithm (GA). Four FLCs with five and seven numbers of triangular (tri) and generalized bell (g-bell) membership functions (MFs) are analyzed. The performances of the analyzed algorithms have been compared with the appropriate performances of the classical perturb and observe (P&O) algorithm by using the following criteria: the rise time (tr), the tracking accuracy of the output power, and the energy yield. The results showed that the FL-based PV MPPT controller with seven triangular (7-tri) MFs provides the best steady-state performances. |
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[1] Management and Performance Control Analysis of Hybrid Photovoltaic Energy Storage System under Variable Solar Irradiation, Louzazni, Mohamed, Cotfas, Daniel Tudor, Cotfas, Petru Adrian, Energies, ISSN 1996-1073, Issue 12, Volume 13, 2020.
Digital Object Identifier: 10.3390/en13123043 [CrossRef]
[2] FPGA Implementation of a Robust MPPT of a Photovoltaic System Using a Fuzzy Logic Controller Based on Incremental and Conductance Algorithm, Allani, M. Y., Mezghani, D., Tadeo, F., Mami, A., Engineering, Technology & Applied Science Research, ISSN 1792-8036, Issue 4, Volume 9, 2019.
Digital Object Identifier: 10.48084/etasr.2771 [CrossRef]
[3] Power System Topology Proposal of a High-Altitude Pseudo-Satellite: Sizing Method, Power Budget Modeling and Efficient Power Control, SEDDJAR, A., KERROUCHE, K. D. E., KHORCHEF, N., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 1, Volume 22, 2022.
Digital Object Identifier: 10.4316/AECE.2022.01006 [CrossRef] [Full text]
[4] Analytical optimization of photovoltaic output with Lagrange Multiplier Method, Louzazni, Mohamed, Khouya, Ahmed, Al-Dahidi, Sameer, Mussetta, Marco, Amechnoue, Khalid, Optik, ISSN 0030-4026, Issue , 2019.
Digital Object Identifier: 10.1016/j.ijleo.2019.163379 [CrossRef]
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
