电力系统保护与控制Issue(24):64-69,6.
基于多目标优化模型的分布式电源选址方案研究
Research on distributed generation locating based on multi-objective optimization model
摘要
Abstract
Distributed generation connected to the distribution network is the key to smart grid. The location of the distributed generation connected to distribution network and the injection capacity will impact power loss and voltage stability. This paper studies the distributed generation optimal location based on the multi-objective optimization model. Considering the two types of indexes for voltage stability and power loss, the multi-objective optimization and simulation model is established. At the same time, the multi-island genetic algorithm is used for global optimization, which increases the possibility of a global optimal solution. As for feasible solution for multi-objective optimization, the theory of Pareto optimal solution analysis is applied to make the model have more practical engineering significance. Finally, using the standard example of the distribution network, the model and algorithm are verified. The results show that the model has excellent optimization effect and is helpful to the practical application of engineering.关键词
分布式电源/有功网损/智能电网/多目标优化/多岛遗传算法Key words
distributed generation/active loss/smart grid/multi-object optimization/multi-island genetic algorithm分类
信息技术与安全科学引用本文复制引用
任洪伟,韩丛英,裴玮,郭田德..基于多目标优化模型的分布式电源选址方案研究[J].电力系统保护与控制,2013,(24):64-69,6.基金项目
国家自然科学基金资助项目(71271204,11101420,71171189);中国科学院知识创新工程资助项目 ()
This work is supported by National Natural Science Foundation of China (No.71271204, No.11101420, and No.71171189) (No.71271204, No.11101420, and No.71171189)