Comparison of Two Fault Classification Schemes in Non-effectively grounded distribution system and Their Combination

被引:0
|
作者
Zhang, J. [1 ]
He, Z. Y. [1 ]
机构
[1] Southwest Jiaotong Univ, Dept Elect Engn, Chengdu, Peoples R China
基金
美国国家科学基金会;
关键词
fault classification; neutral noneffectively grounded distribution; adaptive neural fuzzy inference system (ANFIS); wavelet transform;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, a combined fault classification scheme is proposed after comparison of two separate schemes, which are called T-based and S-based scheme respectively. The principles of T-based and S-based scheme are introduced firstly. Secondly, each performance under different signal noise ratios is studied through simulation. Through comparison of the performances, a combined scheme which has better anti-noise ability is proposed. The proposed scheme reasonably utilizes both stationary component and transient component induced by fault and, can accurately classify ten short circuit fault types in non-effectively distribution system. The adaptability under topology change of network is studied through simulation in PSCAD/EMTDC environment. The results show that the combined scheme has good adaptability.
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页数:4
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