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

delete2020-10-01
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PRE
AI
R
Renyun Jin
H
Haifeng Qiu *
L
Liguo Weng
DOI:10.1016/j.patrec.2020.08.016delete
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Abstract

Abstract

En 中文
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.
Keywords:
Distributed discrete-time algorithm
Economic dispatch problem
Convex optimization
Equality constraint
Event-triggered communication
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Journal

Pattern Recognition Letters cover
Pattern Recognition Letters
IF:
3.3
Papers:
7.9K
Citations:
1.6W

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