ORIGINAL RESEARCH article

Front. Energy Res.

Sec. Smart Grids

Service Adaptability Assessment and Coordinated Planning and Operation of PV-Rich Low-Voltage Active Distribution Network Clusters

  • SZ

    Shucan Zhou 1

  • MZ

    Minjia Zheng 1

  • XH

    Xinyi Huang 1

  • YL

    Yixin Li 1

  • YY

    Yua Yue 1

  • XH

    Xin Huang 1

  • KL

    Kaiqing Liang 2

  • YH

    Yuting Huang 2

  • LY

    Lichen Yang 2

  • WZ

    Wenhao Zhang 2

  • 1. Power Grid Planning Center of Guangdong Power Grid Co., Ltd., Guangdong, China

  • 2. National Institute of Guangdong Advanced Energy Storage Co Ltd, 844187, Guangzhou, China

The final, formatted version of the article will be published soon.

Abstract

High rooftop photovoltaic (PV) penetration causes reverse-power-flow stress, voltage rise, and PV curtailment to vary across low-voltage transformer service areas. Fixed-location flexibility cannot respond effectively when these stresses migrate over time. This paper develops a coordinated planning and operation framework for PV-rich low-voltage active distribution network clusters. The framework combines service-adaptability assessment with mobile shared energy storage (MSES). First, an effective mobility service index (MSIeff) is constructed from the location and magnitude of reverse-power-flow exceedances in the no-storage condition. It identifies scenarios in which cross-area resource reallocation provides additional value. Second, stationary storage and MSES are optimized within a common power-energy candidate domain. The MSES model represents travel-induced unavailability, traction energy consumption, connection preparation, interface limits, state-of-charge dynamics, and daily closure. Across 30 parameterized PV-load scenarios, MSES reduces PV curtailment in 16 scenarios and lowers equivalent annual cost in 15 scenarios. It achieves both benefits in 13 scenarios. MSIeff is strongly correlated with the realized reduction in PV curtailment, with Pearson and Spearman coefficients of 0.867 and 0.870. In a representative high-adaptability scenario, both schemes select 200 kW/800 kWh. MSES reduces PV curtailment by 14.54%, increases PV accommodation by 2.02 percentage points, and lowers equivalent annual cost by 2.04%.

Summary

Keywords

coordinated planning and operation, Distributed flexibility, Photovoltaic accommodation, PV-rich low-voltage active distribution network, Reverse power flow, service adaptability assessment

Received

10 August 2026

Accepted

01 September 2026

Copyright

© 2026 Zhou, Zheng, Huang, Li, Yue, Huang, Liang, Huang, Yang and Zhang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Kaiqing Liang

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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