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Research Article | Open Access

Optimal Coordination of Multiple Wind-PV-Storage Systems Considering Energy Storage-Assisted Tracking Dispatch Plans and Frequency Regulation

Junhui Li1Qinglin Sui1Wenbo Si2Xingxu Zhu1David Campos-Gaona3Fulin Fan4Ziyun Zong1Cuiping Li1( )
Key Laboratory of Modern Power System Simulation and Control Renewable Energy Technology, Ministry of Education Northeast Electric Power University, Jilin132012, China
Suichang County Power Supply Company, State Grid Zhejiang Electric Power, Lishui 323300, China
Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow G1 1XW, U.K
School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin 150001, China
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Abstract

To address the difficulty in recovering energy storage investment costs at renewable power plants (RPP), a collaborative optimal dispatch strategy for multiple wind-photovoltaic (PV)-storage systems is proposed, incorporating energy storage’s auxiliary dispatch plan tracking and frequency regulation. It includes the optimal control strategy for wind- or PV-storage systems and the bidding-dispatching-settlement strategy for energy storage alliances participating in frequency regulation markets. The optimal energy storage control strategy aims to maximize the net profit of wind- or PV-storage system through the rolling optimization on decision-making for the energy storage output assisting in tracking the dispatch plan and delivering frequency regulation services. The bidding-dispatching-settlement strategy for energy storage alliances determines the winning capacity of each energy storage station in each frequency regulation dispatch period based on the minimum number of participating stations, and then allocates the frequency regulation tasks and benefits among the stations. The proposed strategy is verified in three particularly designed scenarios, outperforming in dispatch tracking effects and improving energy storage utilization and station economic benefits.

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Power and Energy Future
Article number: 9650009

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Cite this article:
Li J, Sui Q, Si W, et al. Optimal Coordination of Multiple Wind-PV-Storage Systems Considering Energy Storage-Assisted Tracking Dispatch Plans and Frequency Regulation. Power and Energy Future, 2026, 1(2): 9650009. https://doi.org/10.26599/PEF.2026.9650009

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Received: 29 November 2025
Accepted: 22 May 2026
Published: 04 August 2026
© The Author(s) 2026. Published by Tsinghua University Press.

This is an open access article under the Creative CommonsAttribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).