Modeling of a PV panel and application of maximum power point tracking command based on ANN
Joint Authors
Talbi, Murad
Mensia, Nawel
Ezzaouia, Hatim
Source
The International Arab Journal of Information Technology
Issue
Vol. 18, Issue 4 (31 Jul. 2021), pp.568-577, 10 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2021-07-31
Country of Publication
Jordan
No. of Pages
10
Main Subjects
Abstract EN
The Photovoltaic (PV) systems are renewable and environmentally friendly.
However, they still have numerous disadvantages such as high investment cost and low efficiency.
For getting highest efficiency from a PV system in different operation conditions, PV panels and arrays should be operated at Maximum Power Points (MPPs).
At MPP, PV arrays produce the electric energy at maximum efficiency and minimum losses.
Some algorithms are used in PV systems to provide maximum efficiency and minimum losses.
In this paper, a new ?? panel model is proposed employing Matlab/Simulink, and three commands of the MPP Tracking (MPPT), are applied in our proposed PV system.
These MPPT commands are (P&O), the Incremental Conductance (IC) and the ??? based one.
Then, a comparative study between these three commands is performed.
The simulations results obtained from Matlab/Simulink software, are presented for these approaches under rapid variation of insolation and temperature conditions.
Those results confirm the effectiveness of the ANN based command both in terms of efficiency and fast response time and this compared to the two other commands (P&O and IC).
Also compared to P& O and IC, negligible oscillations around the MPP is the main advantage of this ANN based command.
American Psychological Association (APA)
Talbi, Murad& Mensia, Nawel& Ezzaouia, Hatim. 2021. Modeling of a PV panel and application of maximum power point tracking command based on ANN. The International Arab Journal of Information Technology،Vol. 18, no. 4, pp.568-577.
https://search.emarefa.net/detail/BIM-1434340
Modern Language Association (MLA)
Talbi, Murad…[et al.]. Modeling of a PV panel and application of maximum power point tracking command based on ANN. The International Arab Journal of Information Technology Vol. 18, no. 4 (Jul. 2021), pp.568-577.
https://search.emarefa.net/detail/BIM-1434340
American Medical Association (AMA)
Talbi, Murad& Mensia, Nawel& Ezzaouia, Hatim. Modeling of a PV panel and application of maximum power point tracking command based on ANN. The International Arab Journal of Information Technology. 2021. Vol. 18, no. 4, pp.568-577.
https://search.emarefa.net/detail/BIM-1434340
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 576-577
Record ID
BIM-1434340