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基于自适应多行为模式鱼群算法的电能计量设备运维作业优化研究

张思建 唐若笠 张捷 方彦军

电测与仪表2017,Vol.54Issue(5):75-79,90,6.
电测与仪表2017,Vol.54Issue(5):75-79,90,6.

基于自适应多行为模式鱼群算法的电能计量设备运维作业优化研究

Research on operating and maintaining task optimization of electric metering device based on adaptive multi-behavior fish swarm algorithm

张思建 1唐若笠 2张捷 1方彦军2

作者信息

  • 1. 广东电网有限责任公司电力科学研究院,广州510080
  • 2. 武汉大学自动化系,武汉430072
  • 折叠

摘要

Abstract

Due to the development of net and information technology in power industry,the traditional operating and maintaining mode of electric metering device (OM-EM) is not fit for the modem requirement.In terms of the weaknesses of traditional mode of OM-EM,for instance,the unscientific path planning,long time cost and high energy cost,and the difficulty in grasping and adjusting process of OM-EM work,this paper proposes a rew method.A novel multi-behavior fish swarm algorithm (MB-FSA) is proposed,and is also utilized in solving OM-EM problem based on the mathematical model which is also built in this study.Experimental simulation result shows that the proposed MBFSA outperforms some state-of-the-art algorithms significantly,and can solve the OM-EM problem effectively.

关键词

人工鱼群算/路径优化/电能计量设备/运维作业优化

Key words

fish swarm algorithm/path optimization/electric metering device/operating and maintaining task optimization

分类

信息技术与安全科学

引用本文复制引用

张思建,唐若笠,张捷,方彦军..基于自适应多行为模式鱼群算法的电能计量设备运维作业优化研究[J].电测与仪表,2017,54(5):75-79,90,6.

基金项目

国家自然科学基金资助项目(61201168) (61201168)

电测与仪表

OA北大核心

1001-1390

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