Practice-Oriented Optimization of Distribution Network Planning using Metaheuristic Algorithms

被引:0
|
作者
Grond, Marinus O. W. [1 ,2 ]
Luong, Hoang N. [3 ]
Morren, Johan [1 ,2 ]
Bosman, Peter A. N. [3 ]
Slootweg, Han [1 ,2 ]
La Poutre, Han [3 ]
机构
[1] Eindhoven Univ Technol, Elect Energy Syst, Eindhoven, Netherlands
[2] Enexis BV, Den Bosch, Netherlands
[3] Ctr Math & Comp Sci CWI, Amsterdam, Netherlands
来源
2014 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC) | 2014年
关键词
Power distribution network planning; optimization; distribution network operator; gene-pool optimal mixing evolutionary algorithms;
D O I
暂无
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
Distribution network operators require more advanced planning tools to deal with the challenges of future network planning. An appropriate planning and optimization tool can identify which option for network extension should be selected from available alternatives. However, many optimization approaches described in the literature are quite theoretical and do not yield results that are practically relevant and feasible. In this paper, a distribution network planning approach is proposed which meets requirements originating from network planning practice to guarantee realistic outcomes. This approach uses a state-of-the-art evolutionary algorithm: Gene-pool Optimal Mixing Evolutionary Algorithm. The performance of this algorithm, as well as the proposed model, is demonstrated using a real-world case study.
引用
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页数:8
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