On-line fault detection of transmission line using artificial neural network
Other Title(s)
التعرف اللحظي على الأعطال الخاصة بخطوط نقل القوى الكهربية باستخدام الشبكات العصبية الصناعية
Joint Authors
Ashur, Hamdi A.
Dasuqi, Husayn
al-Safti, Samah. M.
al-Sawwaf, Muhammad
Source
Issue
Vol. 30, Issue 4 (31 Dec. 2005), pp.1-6, 6 p.
Publisher
Mansoura University Faculty of Engineering
Publication Date
2005-12-31
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Topics
Abstract EN
As the voltage and current waveforms are deformed due to transient during faults, their pattern changes according to the type of fault.
The Artificial Neural Network (ANN) can then be used for fault detection due to its distinguished behavior in pattern recognition.
In order to minimize the structure and timing of the ANN, preprocessing of the voltage and current waveforms was done.
The data delivered from a simulated power system using PSCAD (EMTP with cad system) was used for training and testing the ANN.
An experimental setup, consists of a 3 phase power supply module and transmission line module, is utilized.
A set of signal conditioning circuits is designed and implemented in order to transfer data to a PC which is used as an on-line relay for fault detection.
This is done via a data acquisition card (CIODAS1602/ 12).
The Matlab program captures and processes real data for training the ANN.
Applying different types of faults for testing the system, right tripping action was taken and the type of fault was correctly identified.
The suggested artificial neural network algorithm has been found simple and effective hence could be implemented in practical application.
American Psychological Association (APA)
al-Safti, Samah. M.& Ashur, Hamdi A.& Dasuqi, Husayn& al-Sawwaf, Muhammad. 2005. On-line fault detection of transmission line using artificial neural network. Mansoura Engineering Journal،Vol. 30, no. 4, pp.1-6.
https://search.emarefa.net/detail/BIM-363739
Modern Language Association (MLA)
al-Safti, Samah. M.…[et al.]. On-line fault detection of transmission line using artificial neural network. Mansoura Engineering Journal Vol. 30, no. 4 (2005), pp.1-6.
https://search.emarefa.net/detail/BIM-363739
American Medical Association (AMA)
al-Safti, Samah. M.& Ashur, Hamdi A.& Dasuqi, Husayn& al-Sawwaf, Muhammad. On-line fault detection of transmission line using artificial neural network. Mansoura Engineering Journal. 2005. Vol. 30, no. 4, pp.1-6.
https://search.emarefa.net/detail/BIM-363739
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-363739