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Coordinated control strategy of photovoltaic energy storage power station based on adaptive dynamic programming.

Authors :
Liang, Shuhao
Sun, Sipei
Wang, Fujie
Dai, Shuailong
Balachandran, Praveen Kumar
Source :
Frontiers in Energy Research; 2024, p1-10, 10p
Publication Year :
2024

Abstract

In order to solve the problem of variable steady-state operation nodes and poor coordination control effect in photovoltaic energy storage plants, the coordination control strategy of photovoltaic energy storage plants based on ADP is studied. Establish the photovoltaic energy storage power station model including photovoltaic system model, super capacitor system model and battery system model; Set the maximum limit of active power change as the power constraint condition for coordinated control of photovoltaic energy storage station; The optimal control problem of multi voltage and reactive power resource coordination is fully considered, the optimal voltage control model is established by using ADP algorithm, and the optimal coordinated control strategy is obtained by online learning the collected dynamic operation information. The experimental results show that this strategy can improve the coordinated control effect of the photovoltaic energy storage station, ensure the photovoltaic energy storage station in a stable operation state, improve the service life of the energy storage device in the photovoltaic energy storage station, and stabilize the steady-state operating node voltage within the ideal fluctuation range. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
2296598X
Database :
Complementary Index
Journal :
Frontiers in Energy Research
Publication Type :
Academic Journal
Accession number :
178758384
Full Text :
https://doi.org/10.3389/fenrg.2024.1419387