标题:Discrete Firefly Algorithm Based Distribution Networks Reconfiguration
作者:Chen, Yaomin; Gao, Liqiang; Zhang, Hongxin; Xu, Ran; Ding, Wei
通讯作者:Chen, YM
作者机构:[Chen, Yaomin; Gao, Liqiang; Xu, Ran; Ding, Wei] Shandong Univ, Sch Elect Engn, Jinan, Peoples R China.; [Zhang, Hongxin] State Grid Sharigdong Elec 更多
会议名称:IEEE 11th Conference on Industrial Electronics and Applications (ICIEA)
会议日期:JUN 05-07, 2016
来源:PROCEEDINGS OF THE 2016 IEEE 11TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA)
出版年:2016
页码:1045-1048
关键词:Decimal Encoding; Discrete Firefly Algorithm; Distribution Networks; Reconfiguration; Independent Random Search
摘要:With the development of smart grid, distribution networks reconfiguration becomes more and more important in distribution automation. Combining with distribution networks configuration, this paper proposes a Discrete Firefly Algorithm and a new update operation strategy that suits the algorithm. Firstly, the algorithm uses decimal encoding strategy to shorten the code length and avoid producing unavailable results. Then, new distance formula and encoding update formula for the Discrete Firefly Algorithm are defined, respectively. Secondly, considering traditional Firefly Algorithm's drawback of slow convergence and low computational accuracy, the Discrete Firefly Algorithm introduces independent random search mechanism to enhance the searching ability of fireflies individual. Finally, a typical example of 69 nodes is simulated through the proposed algorithm. The results of 69 nodes system reconfiguration shows that the improved Discrete Firefly Algorithm has better convergence, stability and search ability.
收录类别:CPCI-S
资源类型:会议论文
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