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
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