A power loss minimization strategy based on optimal placement and sizing of distributed energy resources

被引:4
|
作者
Mirsaeidi, Sohrab [1 ]
Li, Shangru [1 ]
Devkota, Subash [1 ]
Li, Meng [1 ]
He, Jinghan [1 ]
Tzelepis, Dimitrios [2 ]
Konstantinou, Charalambos [3 ]
Said, Dalila Mat [4 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect Engn, Beijing, Peoples R China
[2] Univ Strathclyde, Dept Elect & Elect Engn, Glasgow, Lanark, Scotland
[3] King Abdullah Univ Sci & Technol KAUST, Comp Elect & Math Sci & Engn Div, Thuwal, Saudi Arabia
[4] Univ Teknol Malaysia UTM, Ctr Elect Energy Syst, Sch Elect Engn, Johor Baharu, Malaysia
关键词
cuckoo search algorithm; distributed generator; genetic algorithm; power loss minimization; OPTIMAL DG ALLOCATION; GENETIC ALGORITHM; DISPATCH; OPTIMIZATION; BATTERY; NETWORK;
D O I
10.1002/jnm.3000
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
Due to the enhanced price of electricity, the gradual depletion of fossil fuels, and the global warming concerns, power loss minimization through deployment of distributed generators (DGs) has attracted significant attention in recent decades. This paper proposes a genetic algorithm (GA) based strategy for minimization of active and reactive power losses through optimal location and size of DGs. It also quantifies and tallies the total network power losses for the cases with random as well as optimal allocation of DGs. To validate the accuracy of the obtained results from GA, another nature-inspired optimization algorithm, cuckoo search, is also deployed. The simulation results on IEEE 30 and 118 bus systems indicate that the proposed strategy not only can effectively reduce the total network active and reactive power losses but also lead to the improvement of network voltage profile.
引用
收藏
页数:15
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