Reliability Evaluation of Distribution Power Systems Based on Artificial Neural Network Techniques

المؤلفون المشاركون

Hadow, Mohammoud M.
Abdul karim, Sazali P.
Abd Allah, Ahmed N.

المصدر

Journal of Electrical and Computer Engineering

العدد

المجلد 2012، العدد 2012 (31 ديسمبر/كانون الأول 2012)، ص ص. 1-5، 5ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2011-12-19

دولة النشر

مصر

عدد الصفحات

5

التخصصات الرئيسية

العلوم الهندسية و تكنولوجيا المعلومات
تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

In order to assess the reliability of distribution systems, more and more researchers are directing their attention to the artificial intelligent method, and several reliability indices have been proposed, such as basic load point indices and system performance indices.

Artificial neural network is recently established as a useful and much promising too, applied to variety of power systems engineering.

This paper presents ANN version for evaluating the reliability of distribution power systems (DPSs), in the proposed algorithm, the ANN used to predicted (RPS) using historical data method constructed according to the backpropagation learning rule.

At the same time, System indices such as SAIFI and SAIDI of real distribution system are computed and compared with results generated by network method.

The result obtained by proposed method gives acceptable reliability indices and can also found that the deviation of computed values by the proposed method is less than 1% and needs running time on ASUN network environment of less than 2 s.

The ANN approach demonstrates advantage over the network method.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Hadow, Mohammoud M.& Abd Allah, Ahmed N.& Abdul karim, Sazali P.. 2011. Reliability Evaluation of Distribution Power Systems Based on Artificial Neural Network Techniques. Journal of Electrical and Computer Engineering،Vol. 2012, no. 2012, pp.1-5.
https://search.emarefa.net/detail/BIM-480781

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Hadow, Mohammoud M.…[et al.]. Reliability Evaluation of Distribution Power Systems Based on Artificial Neural Network Techniques. Journal of Electrical and Computer Engineering No. 2012 (2012), pp.1-5.
https://search.emarefa.net/detail/BIM-480781

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Hadow, Mohammoud M.& Abd Allah, Ahmed N.& Abdul karim, Sazali P.. Reliability Evaluation of Distribution Power Systems Based on Artificial Neural Network Techniques. Journal of Electrical and Computer Engineering. 2011. Vol. 2012, no. 2012, pp.1-5.
https://search.emarefa.net/detail/BIM-480781

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-480781