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Artificial Neural Network-Based Fault Distance Locator for Double-Circuit Transmission Lines
Author
Source
Advances in Artificial Intelligence
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-02-07
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Science
Abstract EN
This paper analyses two different approaches of fault distance location in a double circuit transmission lines, using artificial neural networks.
The single and modular artificial neural networks were developed for determining the fault distance location under varying types of faults in both the circuits.
The proposed method uses the voltages and currents signals available at only the local end of the line.
The model of the example power system is developed using Matlab/Simulink software.
Effects of variations in power system parameters, for example, fault inception angle, CT saturation, source strength, its X/R ratios, fault resistance, fault type and distance to fault have been investigated extensively on the performance of the neural network based protection scheme (for all ten faults in both the circuits).
Additionally, the effects of network changes: namely, double circuit operation and single circuit operation, have also been considered.
Thus, the present work considers the entire range of possible operating conditions, which has not been reported earlier.
The comparative results of single and modular neural network indicate that the modular approach gives correct fault location with better accuracy.
It is adaptive to variation in power system parameters, network changes and works successfully under a variety of operating conditions.
American Psychological Association (APA)
Jain, Anamika. 2013. Artificial Neural Network-Based Fault Distance Locator for Double-Circuit Transmission Lines. Advances in Artificial Intelligence،Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-459239
Modern Language Association (MLA)
Jain, Anamika. Artificial Neural Network-Based Fault Distance Locator for Double-Circuit Transmission Lines. Advances in Artificial Intelligence No. 2013 (2013), pp.1-12.
https://search.emarefa.net/detail/BIM-459239
American Medical Association (AMA)
Jain, Anamika. Artificial Neural Network-Based Fault Distance Locator for Double-Circuit Transmission Lines. Advances in Artificial Intelligence. 2013. Vol. 2013, no. 2013, pp.1-12.
https://search.emarefa.net/detail/BIM-459239
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-459239