Research on Distributed Control Algorithm of Virtual Power Plant Based on Communication -censored

To improve the communication efficiency of distributed control algorithm for virtual power plant, a distributed control algorithm for virtual power plant based on communication-censored is proposed to realize efficient communication. For the DC optimal power flow problem of virtual power plant, the alternating direction method of multipliers (ADMM) with faster convergence speed is adopted, and communication-censored is added in the process of updating iteration. Different from the traditional algorithm, communication is carried out after each iteration. The distributed control algorithm of virtual power plant based on communication-censored can communicate and exchange information only when the difference between the two iterations is large enough, which effectively reduces the communication cost. In addition, the validity of the algorithm is verified on a 6- bus system.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/icpre62586.2024.10768289
Primary Topic
Power Systems and Renewable Energy
Type
article
Field-Weighted Citation Impact
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Research on Distributed Control Algorithm of Virtual Power Plant Based on Communication -censored

Di Yao, Yan Xu, Zhibin Yang, Ruichao Xu et al.
Power Systems and Renewable Energy
article

Research on Distributed Control Algorithm of Virtual Power Plant Based on Communication -censored

Di Yao, Yan Xu, Zhibin Yang, Ruichao Xu, Shuai Ren, Xi Wu
article en

Abstract

To improve the communication efficiency of distributed control algorithm for virtual power plant, a distributed control algorithm for virtual power plant based on communication-censored is proposed to realize efficient communication. For the DC optimal power flow problem of virtual power plant, the alternating direction method of multipliers (ADMM) with faster convergence speed is adopted, and communication-censored is added in the process of updating iteration. Different from the traditional algorithm, communication is carried out after each iteration. The distributed control algorithm of virtual power plant based on communication-censored can communicate and exchange information only when the difference between the two iterations is large enough, which effectively reduces the communication cost. In addition, the validity of the algorithm is verified on a 6- bus system.

Shanghai Electric (China) (CN), Northeastern University (CN)
Openalex Percentile: Top 72%
Power Systems and Renewable Energy
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