Integration of Distributed Generation in Power Networks Considering Constraints on Discrete Size of Distributed Generation Units

被引:15
|
作者
Musa, Idris [1 ]
Gadoue, Shady [1 ,2 ]
Zahawi, Bashar [1 ]
机构
[1] Newcastle Univ, Sch Elect & Elect Engn, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[2] Univ Alexandria, Fac Engn, Dept Elect Engn, Alexandria, Egypt
关键词
Power system optimization; distributed generation; dichotomy search algorithm; evolutionary computation; particle swarm optimization; power loss reduction; PARTICLE SWARM OPTIMIZATION; ALLOCATION; PLACEMENT; SYSTEMS; SEARCH; MODELS; PSO;
D O I
10.1080/15325008.2014.903544
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
An optimization algorithm based on a novel discrete particle swarm optimization technique is proposed in this article for optimal sizing and location of distributed generation in a power distribution network. The proposed algorithm considers distributed generation size and location as discrete variables substantially reducing the search space and, consequently, computational requirements of the optimization problem. The proposed algorithm treats the generator sizes as real discrete variables with uneven step sizes that reflect the sizes of commercially available generators, meaning that it can handle a mixed search space of integer (generator location), discrete (generator sizes), and continuous (reactive power output) variables while substantially reducing the search space and, consequently, computational burden of the optimization problem. The validity of the proposed discrete particle swarm optimization algorithm is tested on a standard 69-bus benchmark distribution network with four different test cases. Two optimization scenarios are considered for each test case: a single objective optimization study where network real power loss is minimized and a multi-objective study in which network voltages are also considered. The proposed algorithm is shown to be effective in finding the optimal or near-optimal solution to the problem at a fraction of the computational cost associated with other algorithms.
引用
收藏
页码:984 / 994
页数:11
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