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
相关论文
共 33 条
  • [1] DC Arc Fault Detection Method for DC Microgrid Using Branch Monitoring
    Lee, Kyung-Jun
    Seo, Gab-Su
    Cho, Bo-Hyung
    2015 9TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ECCE ASIA (ICPE-ECCE ASIA), 2015, : 2079 - 2084
  • [2] Fault Detection and Localization in a Ring Bus DC Microgrid Using Current Derivatives
    Bai, Yunfei
    Rajapakse, Athula
    2020 IEEE CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2020,
  • [3] Series Arc Fault Detection in DC Microgrid Using Hybrid Detection Method
    Li, Miao
    Lu, Shibo
    Zhang, Daming
    Phung, B. T.
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 265 - 270
  • [4] Simplified protection algorithm for fault detection and localization in DC microgrid
    Reddy, Nareddy Nageswara
    Velpula, Rajesh
    Raja, P.
    Moorthi, S.
    ELECTRIC POWER SYSTEMS RESEARCH, 2022, 211
  • [5] High speed fault detection and localization scheme for low voltage DC microgrid
    Chauhan, Pooja
    Gupta, C. P.
    Tripathy, Manoj
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 146
  • [6] Arc Fault Characteristics and Detection Method of DC Microgrid System
    Wu C.
    Lin X.
    Li Z.
    Wang F.
    Gaodianya Jishu/High Voltage Engineering, 2023, 49 (10): : 4307 - 4316
  • [7] A Comprehensive Method for Fault Detection in AC/DC Hybrid Microgrid
    Eslami, Reza
    Hosseini, Seyed Amir
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2022, 50 (1-2) : 38 - 51
  • [8] Novel Fault Detection and Localization Algorithm for Low-Voltage DC Microgrid
    Bhargav, Reddipalli
    Bhalja, Bhavesh R.
    Gupta, Chandra P.
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (07) : 4498 - 4511
  • [9] Teager Energy Operator Based Fault Detection and Classification Technique for Converter Dominated Autonomous AC Microgrid
    Thattai, Kuthsav
    Sahoo, Animesh
    Ravishankar, Jayashri
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 294 - 299
  • [10] Fault Detection and Location of Photovoltaic Based DC Microgrid Using Differential Protection Strategy
    Dhar, Snehamoy
    Patnaik, R. K.
    Dash, P. K.
    IEEE TRANSACTIONS ON SMART GRID, 2018, 9 (05) : 4303 - 4312