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基于帝国竞争算法的电网碳排放优化模型

杨家全 陆海 李邦源 向阳 卢昱磊 杨承辰 杜林强 程乐峰

广东电力2016,Vol.29Issue(3):25-32,8.
广东电力2016,Vol.29Issue(3):25-32,8.DOI:10.3969/j.issn.1007-290X.2016.03.006

基于帝国竞争算法的电网碳排放优化模型

Optimization Model for Grid Carbon Emission Based on Imperialist Competitive Algorithm

杨家全 1陆海 1李邦源 2向阳 2卢昱磊 2杨承辰 2杜林强 2程乐峰2

作者信息

  • 1. 云南电网有限责任公司电力科学研究院,云南 昆明 650217
  • 2. 云南电网有限责任公司玉溪供电局,云南 玉溪 653199
  • 折叠

摘要

Abstract

In allusion to deficiencies in evaluation process of carbon emission of traditional power system,grid carbon emis-sion model based on proportion sharing is established by fully considering carbon energy loss in process of power generation and transmission. Taking economy and security of power system operation as the primary condition,total carbon emission ratio in grid loss is considered and an optimization model for grid carbon emission based on imperialist competitive algorithm (ICA)is established. This model uses fuzzy dynamic clustering analysis method to divide national union in the model and competition sharing method to adjust individual competition in the union,which improve global optimizing effect and pre-vent problems of precocity and partial convergence. Simulation example of IEEE 57-bus node proves effectiveness of this op-timization model for grid carbon emission based on ICA in evaluation and optimization on grid carbon emission.

关键词

比例分享/碳排放/帝国竞争算法/IEEE 57 节点

Key words

proportion sharing/carbon emission/imperialist competitive algorithm (ICA)/IEEE 57-bus node

分类

信息技术与安全科学

引用本文复制引用

杨家全,陆海,李邦源,向阳,卢昱磊,杨承辰,杜林强,程乐峰..基于帝国竞争算法的电网碳排放优化模型[J].广东电力,2016,29(3):25-32,8.

基金项目

中国南方电网科技项目资助([2014]0301 XX2406) ([2014]0301 XX2406)

广东电力

OACSTPCD

1007-290X

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