Detection and Localization of Series Arc Faults in DC Microgrids Using Kalman Filter

被引:16
|
作者
Gajula, Kaushik [1 ]
Herrera, Luis [1 ]
机构
[1] Univ Buffalo, Dept Elect Engn, Buffalo, NY 14260 USA
基金
美国国家科学基金会;
关键词
Circuit faults; Microgrids; Admittance; Voltage measurement; Kalman filters; Fault detection; Network topology; Dc microgrid; fault detection; fault localization; Kalman filter (KF); parameter estimation; series arc fault; POWER CONVERTERS; MODEL;
D O I
10.1109/JESTPE.2020.2987491
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
DC networks are becoming more popular in a wide range of applications. However, the difficulty in detecting and localizing a high-impedance series arc fault presents, a major challenge slowing the wider deployment of dc networks/microgrids. In this article, a Kalman filter (KF)-based algorithm to monitor the operation of a dc microgrid by estimating the line admittances and consequently detecting/localizing series arc faults is introduced. The proposed algorithm uses the voltage and current samples from the nodes in the distribution network to estimate the line admittances. By determining these values, it is possible to quickly isolate the faulted section and reconfigure the network after a fault occurs. Since the disturbance caused by a high-impedance series arc fault spreads across almost the entire microgrid, the KF algorithm is structured to detect the faulted line in the grid with precision. Simulation and control hardware-in-the-loop (CHIL) results are presented, demonstrating the feasibility of implementation.
引用
收藏
页码:2589 / 2596
页数:8
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