Electrical parameters estimation of single diode pv module model using hybrid metaheuristic algorihm
المؤلفون المشاركون
Abbas, Mawj M.
Muhsin, Diya Halbut
المصدر
Journal of Engineering and Sustainable Development
العدد
المجلد 26، العدد 1 (31 يناير/كانون الثاني 2022)، ص ص. 64-78، 15ص.
الناشر
الجامعة المستنصرية كلية الهندسة
تاريخ النشر
2022-01-31
دولة النشر
العراق
عدد الصفحات
15
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الموضوعات
الملخص EN
In this paper, an improved hybrid algorithm called differential evolution with integrated mutation per iteration (DEIM) is proposed to extract five parameters of single-diode PV module model obtained by combining differential evolution (DE) algorithm and electromagnetic-like (EML) algorithm.
The EML algorithm's attraction-repulsion idea is employed in DEIM in order to enhance the mutation process of DE.
The proposed algorithm is validated with other methods using experimental I-V data.
The results of presented method reveal that simulated I-V characteristics have a high degree of agreement with experimental ones.
The proposed model has an average root mean square error of 0.062A, an olute error of 0.0452A, a mean bias error of 0.006A, a coefficient of determination of 0.992, a standard test deviation around 0.04540, and 15.33sec as execution time.
The results demonstrate that the proposed method is better in terms of the accuracy and execution time (convergence) when compared with other methods where provide less In this paper, an improved hybrid algorithm called differential evolution with integrated mutation per iteration (DEIM) is proposed to extract five parameters of single-diode PV module model obtained by combining differential evolution (DE) algorithm and electromagnetic-like (EML) algorithm.
The EML algorithm's attraction-repulsion idea is employed in DEIM in order to enhance the mutation process of DE.
The proposed algorithm is validated with other methods using experimental I-V data.
The results of presented method reveal that simulated I-V characteristics have a high degree of agreement with experimental ones.
The proposed model has an average root mean square error of 0.062A, an olute error of 0.0452A, a mean bias error of 0.006A, a coefficient of determination of 0.992, a standard test deviation around 0.04540, and 15.33sec as execution time.
The results demonstrate that the proposed method is better in terms of the accuracy and execution time (convergence) when compared with other methods where provide less errors.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Abbas, Mawj M.& Muhsin, Diya Halbut. 2022. Electrical parameters estimation of single diode pv module model using hybrid metaheuristic algorihm. Journal of Engineering and Sustainable Development،Vol. 26, no. 1, pp.64-78.
https://search.emarefa.net/detail/BIM-1401313
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Abbas, Mawj M.& Muhsin, Diya Halbut. Electrical parameters estimation of single diode pv module model using hybrid metaheuristic algorihm. Journal of Engineering and Sustainable Development Vol. 26, no. 1 (Jan. 2022), pp.64-78.
https://search.emarefa.net/detail/BIM-1401313
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Abbas, Mawj M.& Muhsin, Diya Halbut. Electrical parameters estimation of single diode pv module model using hybrid metaheuristic algorihm. Journal of Engineering and Sustainable Development. 2022. Vol. 26, no. 1, pp.64-78.
https://search.emarefa.net/detail/BIM-1401313
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
-
رقم السجل
BIM-1401313
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر