Optimal topology reconfiguration of microgrids considering electric vehicles

被引:3
|
作者
Kamankesh, Hamidreza [1 ]
Zhang, Daming [1 ]
机构
[1] Univ New South Wales UNSW Sydney, Sch Elect Engn & Telecommun, Sydney, NSW, Australia
关键词
Renewable energy sources; switching of feeders; microgrid; electric vehicle; wohler curve; ENERGY MANAGEMENT; OPERATION; DISPATCH; STORAGE; SYSTEM;
D O I
10.3233/JIFS-172126
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper investigates the optimal structure switching in the microgrid for improving the electrical services for cost minimization and power quality improvement. The proposed framework makes use of some tie and sectionalizing switches for changing the microgrid feeding path to the electrical consumers and thus minimizing the resistive power losses. This concept is assimilated with the mobile storage capability of electric vehicles to improve the operation of the microgrid. The wohler curve is used to model the degradation costs of battery charging and discharging process in the electric vehicles. The proposed problem is formulated as a mixed-integer nonlinear optimization problem which is solved using the social spider optimization algorithm. Also, an effective two-phase modification method is developed to improve the algorithm diversity and avoid the premature convergence. An IEEE test system is used to investigate the performance of the proposed model.
引用
收藏
页码:2149 / 2159
页数:11
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