Ground Fault Location Testing of a Noise-Pattern-Based Approach on an Ungrounded DC System

被引:22
作者
Pan, Yan [1 ]
Steurer, Michael [2 ]
Baldwin, Thomas L. [2 ]
机构
[1] GE Global Res Ctr, Niskayuna, NY 12309 USA
[2] Florida State Univ, Ctr Adv Power Syst, Tallahassee, FL 32310 USA
关键词
Converter; fault location; ground fault; hardware test; noise pattern; switching event; CLASSIFICATION;
D O I
10.1109/TIA.2010.2101997
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Finding the phase-to-ground faults in ungrounded distribution systems is very difficult and time consuming. In recent years, the advances in power electronics favor dc distribution, particularly for transportation systems such as ships. Therefore, this paper presents a fault location approach which is based on the pattern recognition of inherent high-frequency noise associated with the switching events of converters. This paper demonstrates the feasibility of the approach through a hardware laboratory test. Specifically, a low-voltage dc system, representative of the salient high-frequency behavior of a real zonal electrical distribution system for ships, was used. Closely matching the results obtained from a computer simulation model of the circuitry, the experimental test results show the ability of the approach to appropriately differentiate various fault locations in the laboratory environment. It is concluded that the approach is feasible and can be applied toward the development of an effective ground fault location system for converter-dominated dc systems.
引用
收藏
页码:996 / 1002
页数:7
相关论文
共 14 条
[1]   Power quality disturbance classification using the inductive inference approach [J].
Abdel-Galil, TK ;
Kamel, M ;
Youssef, AM ;
El-Saadany, EF ;
Salama, MMA .
IEEE TRANSACTIONS ON POWER DELIVERY, 2004, 19 (04) :1812-1818
[2]  
[Anonymous], NEXT GEN INT POW SYS
[3]  
[Anonymous], MANUAL POWER POLE BO
[4]  
[Anonymous], THESIS FLORIDA STATE
[5]   Support vector machine for classification of voltage disturbances [J].
Axelberg, Peter G. V. ;
Gu, Irene Yu-Hua ;
Bollen, Math H. J. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (03) :1297-1303
[6]   Directional ground-fault indicator for high-resistance grounded systems [J].
Baldwin, T ;
Renovich, F ;
Saunders, LF .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2003, 39 (02) :325-332
[7]   Fault locating in ungrounded and high-resistance grounded systems [J].
Baldwin, T ;
Renovich, F ;
Saunders, LF ;
Lubkeman, D .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2001, 37 (04) :1152-1159
[8]   Monitoring HVDC systems using wavelet multi-resolution analysis [J].
Gaouda, AM ;
El-Saadany, EF ;
Salama, MMA ;
Sood, VK ;
Chikhani, AY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :662-670
[9]   Detection and classification of power quality disturbances using S-transform and probabilistic neural network [J].
Mishra, S. ;
Bhende, C. N. ;
Panigrahi, B. K. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2008, 23 (01) :280-287
[10]  
Pan Y., 2008, Power and Energy Society General Meeting-Conversion and Delivery of Electrical Energy in the 21st Century, P1