Academic Journal
Intelligent controller Design based on wind-solar system
| العنوان: | Intelligent controller Design based on wind-solar system |
|---|---|
| المؤلفون: | Areeg F. Hussein, Hanan A. R. Akkar |
| المصدر: | Engineering and Technology Journal, Vol 39, Iss 2A, Pp 326-337 (2021) |
| بيانات النشر: | Unviversity of Technology- Iraq, 2021. |
| سنة النشر: | 2021 |
| المجموعة: | LCC:Science LCC:Technology |
| مصطلحات موضوعية: | wind turbine generating system (wtgs), permanent magnet synchronous generator (pmsg), maximum power point tracking (mppt), artificial neural network (ann), Science, Technology |
| الوصف: | This paper presents an Intelligent controller designed to mastery the output power flow from the Solar System, the Wind system, the sum of the two systems or from the battery system, according to the Maximum power point tracking algorithm, to ensure the continuity of the output power at fast time response. The proposed controller has been designed using MATLAB m-file and trained with the different number of hidden neurons using two different algorithms to get as fast a response time with minimum Mean Square Error (MSE) as possible which resulted in six hidden neurons using Levenberg-Marquardt training algorithms. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 1681-6900 2412-0758 |
| Relation: | https://etj.uotechnology.edu.iq/article_168115_ac6424ccc9d12786e8bb98f262ba02c3.pdf; https://doaj.org/toc/1681-6900; https://doaj.org/toc/2412-0758 |
| DOI: | 10.30684/etj.v39i2A.1761 |
| URL الوصول: | https://doaj.org/article/7cee14f43b924adcb0c669cb275e28e6 |
| رقم الانضمام: | edsdoj.7cee14f43b924adcb0c669cb275e28e6 |
| قاعدة البيانات: | Directory of Open Access Journals |
| تدمد: | 16816900 24120758 |
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| DOI: | 10.30684/etj.v39i2A.1761 |