TY - JOUR
T1 - A load shedding scheme for DG integrated islanded power system utilizing backtracking search algorithm
AU - Khamis, Aziah
AU - Shareef, Hussain
AU - Mohamed, Azah
AU - Dong, Zhao Yang
N1 - Funding Information:
The authors wish to acknowledge the Ministry of Education, Malaysia, and Universiti Teknikal Malaysia Melaka, Malaysia for supporting this study and Universiti Kebangsaan Malaysia, Malaysia for supporting this research financially under Grants ETP-2013-044 and ERGS/1/2013/TK02/UKM/03/1 .
Publisher Copyright:
© 2015 Faculty of Engineering, Ain Shams University
PY - 2018/3
Y1 - 2018/3
N2 - In a dispersed generation (DG) integrated distribution system, several technical issues should be resolved if the grid disconnects and forms an islanded system. The most critical challenge in such a situation is to maintain the stability of the islanded system. The common practice is to reject several loads through a load shedding scheme. This study introduces a development of an optimal load shedding scheme based on backtracking search algorithm (BSA). To handle this optimization problem, a constraint multiobjective function that considers the linear static voltage stability margin (VSM) and amount of load curtailment is formulated. It also handles the load priority and various operating conditions of DGs. The performance of the proposed load shedding scheme was evaluated through an extensive test conducted on the IEEE 33-bus radial distribution system with four DG units considering several scenarios such as load shedding under various operating points and at various islands using the MATLAB® software. Moreover, the effectiveness of the proposed scheme was validated by comparing its results with those obtained using the genetic algorithm (GA). The optimization results indicate that the proposed BSA technique is more effective in determining the optimal amount of load to be shed in any islanded system compared with GA.
AB - In a dispersed generation (DG) integrated distribution system, several technical issues should be resolved if the grid disconnects and forms an islanded system. The most critical challenge in such a situation is to maintain the stability of the islanded system. The common practice is to reject several loads through a load shedding scheme. This study introduces a development of an optimal load shedding scheme based on backtracking search algorithm (BSA). To handle this optimization problem, a constraint multiobjective function that considers the linear static voltage stability margin (VSM) and amount of load curtailment is formulated. It also handles the load priority and various operating conditions of DGs. The performance of the proposed load shedding scheme was evaluated through an extensive test conducted on the IEEE 33-bus radial distribution system with four DG units considering several scenarios such as load shedding under various operating points and at various islands using the MATLAB® software. Moreover, the effectiveness of the proposed scheme was validated by comparing its results with those obtained using the genetic algorithm (GA). The optimization results indicate that the proposed BSA technique is more effective in determining the optimal amount of load to be shed in any islanded system compared with GA.
KW - Backtracking search algorithm (BSA)
KW - Genetic algorithm (GA)
KW - Islanded system
KW - Optimal load shedding
KW - Voltage instability
KW - Voltage stability margin (VSM)
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U2 - 10.1016/j.asej.2015.10.001
DO - 10.1016/j.asej.2015.10.001
M3 - Article
AN - SCOPUS:85045927466
SN - 2090-4479
VL - 9
SP - 161
EP - 172
JO - Ain Shams Engineering Journal
JF - Ain Shams Engineering Journal
IS - 1
ER -