Multi-objective optimal power flow for active distribution network considering the stochastic characteristic of photovoltaic

被引:1
|
作者
Zhou, Bao-Rong [1 ]
Liu, Si-Liang [2 ]
Zhang, Yong-Jun [2 ]
Yi, Ying-Qi [2 ]
Lin, Xiao-Ming [2 ]
机构
[1] China Southern Power Grid Co Ltd, Technol Res Ctr, Guangzhou, Guangdong, Peoples R China
[2] South China Univ Technol, Sch Elect Power, Guangzhou, Guangdong, Peoples R China
关键词
D O I
10.1088/1755-1315/67/1/012015
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
To mitigate the impact on the distribution networks caused by the stochastic characteristic and high penetration of photovoltaic, a multi-objective optimal power flow model is proposed in this paper. The regulation capability of capacitor, inverter of photovoltaic and energy storage system embedded in active distribution network are considered to minimize the expected value of active power the T loss and probability of voltage violation in this model. Firstly, a probabilistic power flow based on cumulant method is introduced to calculate the value of the objectives. Secondly, NSGA-II algorithm is adopted for optimization to obtain the Pareto optimal solutions. Finally, the best compromise solution can be achieved through fuzzy membership degree method. By the multi-objective optimization calculation of IEEE34-node distribution network, the results show that the model can effectively improve the voltage security and economy of the distribution network on different levels of photovoltaic penetration.
引用
收藏
页数:9
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