Clustering Method and Voltage Regulation Strategy for Distribution Networks Based on Voltage Regulation Requirements

Aiming at the problem of voltage over-limit caused by large-scale distributed energy access to distribution network, the traditional centralized voltage control method has been difficult to meet the needs of distribution network control and market development. Therefore, a distributed energy cluster voltage regulation control strategy is proposed. Firstly, in order to divide the distribution network into clusters, a k-means clustering algorithm based on electrical distance is proposed to form a distribution network voltage regulation cluster. Then, by using the methods of active power reduction and reactive power regulation, the voltage in the cluster is adjusted by combining the improved particle swarm optimization algorithm with the minimum power regulation and voltage fluctuation as the goal. Finally, the simulation is carried out in the IEEE33 node system to verify the effectiveness of the cluster voltage autonomy strategy.

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Published
2024-09-20
DOI
https://doi.org/10.1109/icites62688.2024.10777454
Citations
1
Primary Topic
Optimal Power Flow Distribution
Type
article
Field-Weighted Citation Impact
0.21

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Clustering Method and Voltage Regulation Strategy for Distribution Networks Based on Voltage Regulation Requirements

Xuejiao Pan, Yongkang Ou, Yunchi Qiao, Miao Mou et al.
1 citations
Optimal Power Flow Distribution
0.21
article

Clustering Method and Voltage Regulation Strategy for Distribution Networks Based on Voltage Regulation Requirements

Xuejiao Pan, Yongkang Ou, Yunchi Qiao, Miao Mou, Weiting Xu, Xuxiang Li, Zhenbo Wei, Xinyuan Zhang
article en
1 citations

Abstract

Aiming at the problem of voltage over-limit caused by large-scale distributed energy access to distribution network, the traditional centralized voltage control method has been difficult to meet the needs of distribution network control and market development. Therefore, a distributed energy cluster voltage regulation control strategy is proposed. Firstly, in order to divide the distribution network into clusters, a k-means clustering algorithm based on electrical distance is proposed to form a distribution network voltage regulation cluster. Then, by using the methods of active power reduction and reactive power regulation, the voltage in the cluster is adjusted by combining the improved particle swarm optimization algorithm with the minimum power regulation and voltage fluctuation as the goal. Finally, the simulation is carried out in the IEEE33 node system to verify the effectiveness of the cluster voltage autonomy strategy.

State Grid Corporation of China (China) (CN), Sichuan University (CN)
Science and Technology Project of State Grid
Openalex Percentile: Top 45%
Optimal Power Flow Distribution
0.21
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Clustering Method and Voltage Regulation Strategy for Distribution Networks Based on Voltage Regulation Requirements — Xuejiao Pan, Yongkang Ou, et al. · (2024) | TGRS Research Map | TGRS