Reliability and costs optimization for distribution networks expansion using an evolutionary algorithm

被引:96
作者
Ramírez-Rosado, IJ [1 ]
Bernal-Agustín, JL [1 ]
机构
[1] Univ Zaragoza, Dept Elect Engn, E-50009 Zaragoza, Spain
关键词
evolutionary algorithms; optimal design; power distribution systems;
D O I
10.1109/59.910788
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
This paper presents a multiobjective optimization methodology, using an evolutionary algorithm, for finding out the best distribution network reliability while simultaneously minimizing the system expansion costs. A nonlinear mixed integer optimization model, achieving the optimal sizing and location of future feeders (reserve feeders and operation feeders) and substations, has been used. The proposed methodology has been tested intensively for distribution systems with dimensions that are significantly larger than the ones frequently found in the papers about this issue. Furthermore, this methodology is general since it is suitable for the multiobjective optimization of n objectives simultaneously, The algorithm can determine the set of optimal nondominated solutions, allowing the planner to obtain the optimal locations and sizes of the reserve feeders that achieve the best system reliability with the lowest expansion costs. The model and the algorithm have been applied intensively to real life power systems shoeing its potential of applicability to large distribution networks in practice.
引用
收藏
页码:111 / 118
页数:8
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