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Reliability Evaluation of Distribution Power Systems Based on Artificial Neural Network Techniques
Joint Authors
Hadow, Mohammoud M.
Abdul karim, Sazali P.
Abd Allah, Ahmed N.
Source
Journal of Electrical and Computer Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-5, 5 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-12-19
Country of Publication
Egypt
No. of Pages
5
Main Subjects
Engineering Sciences and Information Technology
Information Technology and Computer Science
Abstract 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.
American Psychological Association (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
Modern Language Association (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
American Medical Association (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
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-480781