Islanding detection and load shedding scheme for radial distribution systems integrated with dispersed generations

被引:31
|
作者
Khamis, Aziah [1 ,3 ]
Shareef, Hussain [2 ]
Mohamed, Azah [3 ]
机构
[1] Univ Tekn Malaysia Melaka, Fac Elect Engn, Durian Tunggal, Melaka, Malaysia
[2] United Arab Emirates Univ, Dept Elect Engn, Al Ain, U Arab Emirates
[3] Univ Kebangsaan Malaysia, Dept Elect Elect & Syst Engn, Bangi 43600, Malaysia
关键词
power distribution faults; load shedding; probability; neural nets; distributed power generation; voltage regulators; search problems; control engineering computing; pattern classification; power engineering computing; passive islanding detection method; optimal load shedding scheme; radial distribution systems; dispersed generation; phase-space technique; probabilistic neural network-based classifier; unintentional islanding state detection; system collapse prevention; load-generation mismatch; voltage instability; backtracking search algorithm; DigSilent Power Factory software; MATLAB software; IEEE 33-bus system; minimum load curtailment; CLASSIFICATION; OPTIMIZATION; RECOGNITION; ALGORITHM;
D O I
10.1049/iet-gtd.2015.0263
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
This study presents a novel islanding detection and optimal load shedding scheme for radial distribution systems integrated with dispersed generation (DG). A simple and effective passive islanding detection method is developed based on the phase-space technique and using a probabilistic neural network-based classifier. After the system detects unintentional islanding state, it utilises an optimal load shedding scheme to prevent system collapse due to load-generation mismatch and voltage instability encountered in the islanded part of the system. The optimal load shedding scheme is developed based on the backtracking search algorithm. Extensive tests conducted with the DigSilent Power Factory((R)) software and MATLAB((R)) software on the IEEE 33-bus system with four DG units considering several scenarios of islanding condition were utilised to evaluate the effectiveness of the proposed islanding detection method and the optimal load shedding scheme. The results showed that the proposed method can effectively detect the islanding events and stabilise the islanded part of the system with minimum load curtailment.
引用
收藏
页码:2261 / 2275
页数:15
相关论文
共 50 条
  • [31] An Underfrequency Load Shedding Scheme for Hybrid and Multiarea Power Systems
    Ketabi, Abbas
    Fini, Masoud Hajiakbari
    IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (01) : 82 - 91
  • [32] Advanced islanding detection utilized in distribution systems with DFIG
    Jia, Ke
    Bi, Tianshu
    Liu, Bohan
    Thomas, David
    Goodman, Andrew
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 63 : 113 - 123
  • [33] Particle Filter-Based Passive Islanding Detection Scheme for Renewable Energy Penetrated Distribution Systems
    Tahir Chauhdary, Sohaib
    Mumtaz, Faisal
    Ahmed Sher, Hadeed
    Almutairi, Sulaiman Z.
    Aljumah, Ali S.
    Faisal Muratza, Ali
    Alqahtani, Mohammed H.
    IEEE ACCESS, 2024, 12 : 147501 - 147515
  • [34] Relay logic for islanding detection in active distribution systems
    Vatani, Mehrnoosh
    Amraee, Turaj
    Ranjbar, Ali Mohammad
    Mozafari, Babak
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2015, 9 (12) : 1254 - 1263
  • [35] A NOVEL LOAD FLOW ALGORITHM FOR RADIAL DISTRIBUTION NETWORKS WITH DISPERSED GENERATION
    Prenc, Rene
    Skrlec, Davor
    Komen, Vitomir
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2013, 20 (06): : 969 - 977
  • [36] A novel load flow algorithm for radial distribution networks with dispersed generation
    Proračun tokova snaga za distribucijske mreže s uključenim distribuiranim izvorima električne energije
    1600, Strojarski Facultet (20):
  • [37] Design of Tie Line Tripping and Load Shedding Scheme for Distribution Microgrid Systems with Wind Power Generation
    Chen, C. S.
    Hsu, C. T.
    Lin, C. H.
    Ku, T. T.
    Chuang, H. J.
    Ju, Y. J.
    2011 IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS TECHNICAL CONFERENCE (ICPS), 2011,
  • [38] Investigation Over/Under-Voltage Protection of Passive Islanding Detection Method of Distributed Generations in Electrical Distribution Systems
    Yingram, Manop
    Premrudeepreechacharn, Suttichai
    INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2012,
  • [39] A Novel Automatic Load Shedding Scheme to Improve Survivability of Distribution Networks
    Zhang, Hao-Tian
    Lai, Loi Lei
    Zhu, Jiebei
    2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), 2013, : 4800 - 4805
  • [40] Load Area Application to Radial Distribution Systems
    Casolino, Giovanni M.
    Losi, Arturo
    2015 IEEE 1ST INTERNATIONAL FORUM ON RESEARCH AND TECHNOLOGIES FOR SOCIETY AND INDUSTRY (RTSI 2015) PROCEEDINGS, 2015,