Distributed discrete-time event-triggered algorithm for economic dispatch problem

被引:4
|
作者
Jin, Renyun [1 ]
Qiu, Haifeng [1 ]
Weng, Liguo [1 ]
机构
[1] State Grid Hangzhou Xiaoshan Power Supply Co, Hangzhou 311200, Peoples R China
关键词
Distributed discrete-time algorithm; Economic dispatch problem; Convex optimization; Equality constraint; Event-triggered communication; COMMUNICATION; OPTIMIZATION;
D O I
10.1016/j.patrec.2020.08.016
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a distributed discrete-time event-triggered algorithm is proposed to deal with the economic dispatch problem with equality constraint. The communication can be reduced and the energy of systems can be saved by adopting event-triggered communication mechanism. The Zeno behavior is naturally excluded based on discrete iteration scheme. Moreover, the proposed algorithm has been proved to be exponentially convergent with the aid of convex optimization and Lyapunov stability theory that the optimal value is obtained with discrete exponential convergence rate. Finally, the effectiveness of the proposed algorithm is verified via a numerical example. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:507 / 512
页数:6
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