Fault Detection in DC Microgrid: A Transient Monitoring Function-Based Method

被引:13
作者
Jarrahi, Mohammad Amin [1 ]
Samet, Haidar [1 ,2 ]
Ghanbari, Teymoor [3 ]
机构
[1] Shiraz Univ, Sch Elect & Comp Engn, Shiraz 7134814336, Iran
[2] Eindhoven Univ Technol, Dept Elect Engn, NL-5612 AZ Eindhoven, Netherlands
[3] Shiraz Univ, Sch Adv Technol, Shiraz 7134814336, Iran
关键词
Fault detection; Estimation; Current measurement; Indexes; Fault diagnosis; Transient analysis; Monitoring; Detection method for dc microgrid (DCMG); fault detection; modal transformation; Teager-Kaiser energy operator (TKEO); transient function monitoring; PROTECTION SCHEME; MATHEMATICAL MORPHOLOGY;
D O I
10.1109/TIE.2022.3194580
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article develops a transient monitoring function (TMF) based fault detection method for dc microgrids (DCMGs). In this method, the measured currents from one-end of the poles are first transformed into modal components. Then, the modal current is estimated using TMF concept. Afterward, the residual signal is defined as the absolute value of the difference between the modal and estimated currents. This signal has negligible fluctuations during the normal operation, while it experiences significant variations after fault occurrence. This feature is selected to reflect the fault incidence. To do so, the Teager-Kaiser energy operator is applied to the residual signal to amplify the changes, followed by a fault detection index (FDI). Comparing FDI with a threshold can reveal the fault. Furthermore, FDI can discriminate the faulty conditions in different operation modes of DCMG with a wide variation of fault conditions. To assess the developed scheme performance, a DCMG with different kinds of sources and loads is simulated in MATLAB/Simulink. The results confirm the quickness and the high accuracy of the proposed technique. Moreover, the method is validated in an experimental laboratory small-scale test bench. Finally, to demonstrate the superiority of the method, a comparative study with recent methods is presented.
引用
收藏
页码:6284 / 6294
页数:11
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