NDLI: A fault location method of traveling wave for distribution network with only two-phase current transformer using artificial neutral network

Content Provider	IEEE Xplore Digital Library
Author	Shu Hongchun Wang Xu Xia Qi Wu Qinjin Tian Xincui
Copyright Year	2010
Description	Author affiliation: Fac. of Electr. Eng., Kunming Univ. of Sci. & Technol., Kunming, China (Shu Hongchun; Wang Xu; Xia Qi; Wu Qinjin; Tian Xincui)
Abstract	The paper presents a procedure for fault location in distribution network with only two-phase current transformers (TA), based on the use of the artificial neutral network (ANN). We constructed $I_{A}$ + $I_{C}$ as a new wave module to solve only two-phase current transformer which can not be zero sequence current situation, then traveling wave in the propagation characteristics of the bifurcation lines have been analyzed. Radiation network model is built and various fault conditions are simulated, the results showed: simulation results is consistent with analysis. Based on the theoretical analysis and simulation this paper selects the polarity of first three waves and their time difference as the input of artificial neutral network, fault zone detect first, fault distance locator next, then train and test the neutral network to establish fault diagnosis model. Using this model, fault zone and fault distance can be successfully identified. The model has been tested successfully on fault location in distribution networks with only two-phase current transformers.
Sponsorship	IEEE
Starting Page	2942
Ending Page	2945
File Size	269980
Page Count	4
File Format	PDF
ISBN	9781424465132
e-ISBN	9781424465163
DOI	10.1109/CISP.2010.5647539
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-10-16
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Current transformers single-phase grounding fault Neurons Artificial neural networks fault location Fault location distribution network traveling wave identification artificial neutral network (ANN) Circuit faults Impedance
Content Type	Text
Resource Type	Article

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