Determination of Optimal Location and Sizing of Solar Photovoltaic Distribution Generation Units in Radial Distribution Systems

被引:95
|
作者
Minh Quan Duong [1 ]
Thai Dinh Pham [2 ]
Thang Trung Nguyen [3 ]
Anh Tuan Doan [1 ]
Hai Van Tran [4 ]
机构
[1] Univ Sci & Technol, Univ Da Nang, Dept Elect Engn, Da Nang City 550000, Vietnam
[2] Thu Duc Coll Technol, Fac Automat Technol, Ho Chi Minh City 700000, Vietnam
[3] Ton Duc Thang Univ, Fac Elect & Elect Engn, Power Syst Optimizat Res Grp, Ho Chi Minh City 700000, Vietnam
[4] HCM City Univ Food Ind, Fac Elect & Elect Technol, Ho Chi Minh City 700000, Vietnam
关键词
biogeography-based optimization; solar photovoltaic; distributed generation; power loss; voltage profile; harmonic distortion; PARTICLE SWARM OPTIMIZATION; PLACEMENT;
D O I
10.3390/en12010174
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents an effective biogeography-based optimization (BBO) for optimal location and sizing of solar photovoltaic distributed generation (PVDG) units to reduce power losses while maintaining voltage profile and voltage harmonic distortion at the limits. This applied algorithm was motivated by biogeography, that the study of the distribution of biological species through time and space. This technique is able to expand the searching space and retain good solution group at each generation. Therefore, the applied method can significantly improve performance. The effectiveness of the applied algorithm is validated by testing it on IEEE 33-bus and IEEE 69-bus radial distribution systems. The obtained results are compared with the genetic algorithm (GA), the particle swarm optimization algorithm (PSO) and the artificial bee colony algorithm (ABC). As a result, the applied algorithm offers better solution quality and accuracy with faster convergence.
引用
收藏
页数:24
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