TY - JOUR
T1 - Islanding detection and load shedding scheme for radial distribution systems integrated with dispersed generations
AU - Khamis, Aziah
AU - Shareef, Hussain
AU - Mohamed, Azah
N1 - Publisher Copyright:
© 2015. The Institution of Engineering and Technology.
PY - 2015/11/19
Y1 - 2015/11/19
N2 - 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® software and MATLAB® 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.
AB - 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® software and MATLAB® 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.
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U2 - 10.1049/iet-gtd.2015.0263
DO - 10.1049/iet-gtd.2015.0263
M3 - Article
AN - SCOPUS:84947435352
SN - 1751-8687
VL - 9
SP - 2261
EP - 2275
JO - IET Generation, Transmission and Distribution
JF - IET Generation, Transmission and Distribution
IS - 15
ER -