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Distributed economic dispatch algorithm in smart grid based on event-triggered and fixed-time consensus methods

delete2024-03-01
delete5
PRE
AI
L
Lianghao Ji *
L
Linlong Zhang
C
Cuijuan Zhang
S
Shasha Yang
H
Huaqing Li
DOI:10.1016/j.neucom.2023.127178delete
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Abstract

Abstract

En 中文
In this paper, a distributed economic dispatch algorithm based on event-triggered and fixed-time consensus is proposed for optimal dispatching among generators in smart grid. Aiming to quickly achieve economic dispatch in distributed smart grid and significantly reduce the frequency of communication between generators, the algorithm can address the supply-demand balance between the generation side and the consumption side, as well as the capacity constraints of the generators. Different from the relevant work, the proposed incremental cost can converge in fixed-time and the settling time is independent of the initial state of the generators. will provide more flexibility for the system. Meanwhile, a fully distributed event-triggered strategy is adopted, which can reduce the interactive information between generators and avoid the waste of communication resources. Furthermore, the proposed algorithm is robust to the time-varying communication network topology. Finally, several examples are presented that validate the effectiveness of the algorithm.
Keywords:
Multi-agent systems
Economic dispatch
Event-triggered
Fixed-time
Distributed optimization

Journal

Neurocomputing cover
Neurocomputing
IF:
6.5
Papers:
2.5W
Citations:
6.5W

Organization

S
southwest university - china
Scholars:
2.6W
Papers: 1.9W
Citations: 21
C
chongqing university of posts & telecommunications
Scholars:
6.7K
Papers: 5.3K
Citations: 5