Research of Small Current Grounding Fault Classification Based on Phase Plane Method

Abstract:

In order to solve the problem of single-phase ground fault classification, phase plane method is used. We use phase plane method to analysis single-phase ground fault waveform data first, so a series of discrete points is getting. The discrete points are divided by region on the phase plane to statistics the numbers in each region, so these numbers constitute the feature vector what we required. Use nearest neighbor classification method to achieve single-phase ground fault data classification. Empirical results show that this method can divided the faults into five to find fault reason, thereby improving the diagnostic capability of fault status and fault reason in distribution network.

• Periodical: Applied Mechanics and Materials (Volumes 599-601)
• Pages: 1174-1177
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.599-601.1174
• Online since: August 2014
• Authors: Wei Ming Zhan*, Jia Wang
• Keywords: Distribution Network, Nearest Neighbor Classification Method, Phase Plane Method, Single Phase Grounding Fault

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