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Modeling of a PV panel and application of maximum power point tracking command based on ANN
المؤلفون المشاركون
Talbi, Murad
Mensia, Nawel
Ezzaouia, Hatim
المصدر
The International Arab Journal of Information Technology
العدد
المجلد 18، العدد 4 (31 يوليو/تموز 2021)، ص ص. 568-577، 10ص.
الناشر
جامعة الزرقاء عمادة البحث العلمي
تاريخ النشر
2021-07-31
دولة النشر
الأردن
عدد الصفحات
10
التخصصات الرئيسية
الملخص 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.
نمط استشهاد جمعية علماء النفس الأمريكية (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
نمط استشهاد الجمعية الأمريكية للغات الحديثة (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
نمط استشهاد الجمعية الطبية الأمريكية (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
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 576-577
رقم السجل
BIM-1434340
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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