Symmetry-Preserving Clustering and Coordinated Control for Voltage Fluctuation Mitigation and Stability Enhancement in Active Distribution Networks with SoC Balancing of Battery Energy Storage

High penetration of distributed renewable generation in active distribution networks frequently leads to severe voltage fluctuations and challenges system voltage stability, as the inherent power-flow symmetry is disrupted by stochastic and bidirectional power injections. To address these issues, this paper proposes a symmetry-preserving coordinated control strategy that integrates topology-constrained clustering with state-of-charge (SoC) balancing of battery energy storage systems to actively mitigate voltage fluctuations and enhance operational stability. First, an agglomerative hierarchical clustering algorithm that explicitly enforces physical line connectivity is employed to partition the distribution network into multiple structurally symmetric autonomous control zones. Within each zone, the SoC of distributed storage units is balanced and aggregated into a virtual battery model, thus maintaining energy-level symmetry and reducing the risk of uneven charging/discharging that would otherwise exacerbate voltage deviations. A model predictive control-based rolling optimization framework is then developed to coordinate photovoltaic inverters and energy storage systems across the zones, explicitly targeting the suppression of voltage fluctuations and the maintenance of short-term voltage stability under varying operating conditions. The proposed method is validated on a modified IEEE 34-bus test feeder with high renewable penetration. Simulation results demonstrate that the strategy effectively limits voltage fluctuation magnitudes, keeps nodal voltages within the required bounds, improves the SoC balance among the storage units, and maintains the nodal voltages within the required bounds across all evaluated coordination strategies.

Authors

Institutions

Publication Details

Journal
Symmetry
Published
2026-09-30
DOI
https://doi.org/10.3390/sym18101645
Primary Topic
Optimal Power Flow Distribution
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Symmetry-Preserving Clustering and Coordinated Control for Voltage Fluctuation Mitigation and Stability Enhancement in Active Distribution Networks with SoC Balancing of Battery Energy Storage

Xinyu You, Ke Zhou, Jinsong Yu, Xiankui Wen et al.
Symmetry
Optimal Power Flow Distribution
article

Symmetry-Preserving Clustering and Coordinated Control for Voltage Fluctuation Mitigation and Stability Enhancement in Active Distribution Networks with SoC Balancing of Battery Energy Storage

Xinyu You, Ke Zhou, Jinsong Yu, Xiankui Wen, Mingjun He, Siyu Ren
article en

Abstract

High penetration of distributed renewable generation in active distribution networks frequently leads to severe voltage fluctuations and challenges system voltage stability, as the inherent power-flow symmetry is disrupted by stochastic and bidirectional power injections. To address these issues, this paper proposes a symmetry-preserving coordinated control strategy that integrates topology-constrained clustering with state-of-charge (SoC) balancing of battery energy storage systems to actively mitigate voltage fluctuations and enhance operational stability. First, an agglomerative hierarchical clustering algorithm that explicitly enforces physical line connectivity is employed to partition the distribution network into multiple structurally symmetric autonomous control zones. Within each zone, the SoC of distributed storage units is balanced and aggregated into a virtual battery model, thus maintaining energy-level symmetry and reducing the risk of uneven charging/discharging that would otherwise exacerbate voltage deviations. A model predictive control-based rolling optimization framework is then developed to coordinate photovoltaic inverters and energy storage systems across the zones, explicitly targeting the suppression of voltage fluctuations and the maintenance of short-term voltage stability under varying operating conditions. The proposed method is validated on a modified IEEE 34-bus test feeder with high renewable penetration. Simulation results demonstrate that the strategy effectively limits voltage fluctuation magnitudes, keeps nodal voltages within the required bounds, improves the SoC balance among the storage units, and maintains the nodal voltages within the required bounds across all evaluated coordination strategies.

SymmetryVol. 18(10)
Liupanshui Normal University (CN), Guizhou Electric Power Design and Research Institute (CN)
Affordable and clean energy
Openalex Percentile: Top 22%
Optimal Power Flow Distribution
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.