Detection and localization of fault in DC microgrid using discrete Teager energy and generalized least square method

被引:0
|
作者
Barik, Subrat Kumar [1 ]
Nanda, Smrutimayee [2 ]
Samal, Padarbinda [2 ]
Senapati, Rudranarayan [2 ]
机构
[1] KIIT Univ, Sch Elect Engn, Bhubaneswar, India
[2] Kalinga Inst Ind Technol Deemed Univ, Bhubaneswar, India
关键词
DC microgrid; Differential current; Adaptive variational mode decomposition; Teager energy; Least square based technique; PROTECTION; LOCATION;
D O I
10.1108/COMPEL-02-2023-0062
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
PurposeThis paper aims to introduce a new fault protection scheme for microgrid DC networks with ring buses.Design/methodology/approachIt is well recognized that the protection scheme in a DC ring bus microgrid becomes very complicated due to the bidirectional power flow. To provide reliable protection, the differential current signal is decomposed into several basic modes using adaptive variational mode decomposition (VMD). In this method, the mode number and the penalty factor are chosen optimally by using arithmetic optimization algorithm, yielding satisfactory decomposition results than the conventional VMD. Weighted Kurtosis index is used as the measurement index to select the sensitive mode, which is used to evaluate the discrete Teager energy (DTE) that indicates the occurrence of DC faults. For localizing cable faults, the current signals from the two ends are used on a sample-to-sample basis to formulate the state space matrix, which is solved by using generalized least squares approach. The proposed protection method is validated in MATLAB/SIMULINK by considering various test cases.FindingsDTE is used to detect pole-pole and pole-ground fault and other disturbances such as high-impedance faults and series arc faults with a reduced detection time (10 ms) compared to some existing techniques.Originality/valueVerification of this method is performed considering various test cases in MATLAB/SIMULINK platform yielding fast detection timings and accurate fault location.
引用
收藏
页码:227 / 246
页数:20
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