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基于改进自适应遗传算法的独立微网配置优化的方法

李成 李闯 王国邦 唐伟 吴幡

浙江电力Issue(11):42-46,5.
浙江电力Issue(11):42-46,5.

基于改进自适应遗传算法的独立微网配置优化的方法

Optimization Allocation of Standalone Microgrid Based on Improved Adaptive Genetic Algorithm

李成 1李闯 1王国邦 1唐伟 1吴幡1

作者信息

  • 1. 国网浙江长兴县供电公司,浙江 长兴 313000
  • 折叠

摘要

Abstract

Aiming at slow convergence speed, poor stability, and local optimal solution of traditional genetic algorithm and adaptive genetic algorithm in solving the problem of micro-grid configuration, this paper pro-poses an improved adaptive genetic algorithm to solve the optimization of independent microgrid. On the basis of establishing model of initial equipment investment cost, operation and maintenance cost, fuel cost and pol-lutant control cost the paper analyzes the configuration scheme in islanding mode by improved adaptive genet-ic algorithm. The method increases the probability of the global optimal solution of the algorithm, effectively improves the stability and the convergence speed of the algorithm. Example shows the rationality of the model and algorithm.

关键词

微电网/电源/优化配置/经济性/遗传算法

Key words

microgrid/electrical source/optimal allocation/economical efficiency/genetic algorithm

分类

信息技术与安全科学

引用本文复制引用

李成,李闯,王国邦,唐伟,吴幡..基于改进自适应遗传算法的独立微网配置优化的方法[J].浙江电力,2015,(11):42-46,5.

浙江电力

1007-1881

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