Optimal Planning of Substation Locating and Sizing Based on Improved QPSO Algorithm

被引:0
|
作者
Xiao Bai [1 ]
Qin Tao [1 ]
Feng Dan [1 ]
Mu Gang [1 ]
Li Ping [1 ]
Xiao Guang-ming [1 ]
机构
[1] NE Dianli Univ, Sch Elect Engn, Jilin, Peoples R China
来源
2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7 | 2009年
关键词
Substation locating and sizing; Geographic Information System (GIS); Integer planning; Quantum-behaved particle swarm optimization;
D O I
暂无
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
A hybrid model for substation locating and sizing is presented in this paper to work out the number of newly-built substations and capacity-expansion, load assignment and optimal size of substation. Geographic information system is used as a platform to manage a great deal of data in this method, in which the optimum assembly model of the substation capacity and the number of substations be the first layer model, then the second layer model of load assignment is constructed by load constructing vector, and then improves traditional single location model as the third layer model of substation locating and sizing. Based on economy and reliability constraints, three-layer model is nested to each other, finally the Improved Quantum-behaved Particle Swarm Optimization (IQPSO) algorithm is used as a new algorithm to solve hybrid model. The IQPSO algorithm is tested by a realistic planning project to verify the effectiveness and feasibility.
引用
收藏
页码:2068 / 2072
页数:5
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