High Precision Time Synchronization Algorithm for Smart Grid based on Adaptive Filtering with Modified Particle Swarm Optimization

被引:1
作者
Han, Wenhua [1 ]
Shen, Xiaohui [1 ]
机构
[1] Shanghai Univ Elect Power, Coll Automat Engn, Shanghai 20090, Peoples R China
来源
ENERGY DEVELOPMENT, PTS 1-4 | 2014年 / 860-863卷
关键词
time synchronization; IEEE1588; smart grid; adaptive filtering; PSO;
D O I
10.4028/www.scientific.net/AMR.860-863.2501
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The time synchronization network provides time benchmark tasks for various services in electric power system. With the development of the power grid, the applications require more and more accurate time synchronization precision. In this paper, a method of time synchronization based on adaptive filtering with a modified particle swarm optimization (MPSO-AF) was presented to satisfy the high precision and high security requirements of the time synchronization for smart grid. The modified PSO was introduced for tuning the weight coefficients of the adaptive filter to improve the filtering property. The proposed MPSO-AF hybrid algorithm can combine the advantageous properties of the modified PSO and the adaptive filtering algorithm to enhance the performance of the time synchronization. A comparison of simulation results shows the optimization efficacy of the algorithm.
引用
收藏
页码:2501 / 2506
页数:6
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