DocumentCode :
16940
Title :
Mathematical Expectation Modeling of Wide-Area Controlled Power Systems With Stochastic Time Delay
Author :
Chao Lu ; Xinran Zhang ; Xiaoyu Wang ; Yingduo Han
Author_Institution :
State Key Lab. of Control & Simulation of Power Syst. & Generation Equip., Tsinghua Univ., Beijing, China
Volume :
6
Issue :
3
fYear :
2015
fDate :
May-15
Firstpage :
1511
Lastpage :
1519
Abstract :
Communication network brings new challenges such as time delay and data loss to wide-area damping control of power systems. The uncertainty caused by stochastic time delay of network communication increases the difficulty of wide-area control performance analysis. This paper proposes a mathematical expectation modeling approach to model and analyze wide-area controlled power systems considering the effect of stochastic time delay. In the proposed method, mathematical expectation of stochastic time delay distribution is derived to accurately model the impact of communication network on wide-area control performance. The theoretical frame of the proposed modeling approach is presented, and the effectiveness of the method is verified through the simulation of a power system with eight generators and 36 nodes.
Keywords :
delays; expectation-maximisation algorithm; power system control; power system measurement; stochastic processes; stochastic time delay distribution; wide area damping controlled power system mathematical expectation modeling; Analytical models; Control systems; Delay effects; Mathematical model; Power system stability; Probability; Stochastic processes; Communication network; mathematical expectation modeling; stochastic time delay; wide area damping control; wide area damping control.;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2014.2376527
Filename :
7008569
Link To Document :
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