Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 9, Issue 1


Published
on

May 22, 2024


Pages


DOI

Article

Research on optimal allocation scheme of power system energy storage under large-scale new energy access

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Authors

Tianlin Wang Affiliation:
Guangdong Power Grid Co., LTD., Guangzhou, Guangdong, 510600, China.
, Liang Xu Affiliation:
Guangdong Power Grid Co., LTD., Guangzhou, Guangdong, 510600, China.
, Shizhao Hu Affiliation:
Guangdong Power Grid Co., LTD., Guangzhou, Guangdong, 510600, China.
, Jiadu Dong Affiliation:
Guangdong Power Grid Co., LTD., Guangzhou, Guangdong, 510600, China.
and Haoxia Jiang Affiliation:
Guangdong Power Grid Co., LTD., Guangzhou, Guangdong, 510600, China.


Abstract

Renewable distributed power sources such as wind power and photovoltaic power generation are connected to the power grid, which will bring problems such as increased network loss and reduced power quality. In this paper, a two-layer optimization model for energy storage systems is proposed under large-scale new energy access, and the coupling effects of energy storage planning and operation are considered comprehensively. In the upper layer model, energy storage planning is considered, with the location and capacity of energy storage configuration being the decision variables and the planning cost of the energy storage system being the objective function. The lower layer considers the economy and stability of the grid when the energy storage system is operating, with the output of the energy storage system at each moment as the decision variable and the grid vulnerability, active network loss, and power purchase cost as the objective function. The improved IEEE33 node system has been selected for simulation verification. The results show that the proposed model calculates the optimal capacity configurations of wind power combined energy storage as 0.919 and 0.820 MWh, respectively, and the model can obtain a reasonable energy storage configuration scheme and, in comparing the economic indicators under different scenarios, can obtain the dual storage configuration as the best scheme for the simulation system.


Keywords

Energy storage system, Two-layer optimization model, Decision variables, Objective function, Active network loss, 97P10


Citation

Wang, T., Xu, L., Hu, S., Dong, J., & Jiang, H. (2024). Research on optimal allocation scheme of power system energy storage under large-scale new energy access. Applied Mathematics and Nonlinear Sciences, 9(1). https://doi.org/10.2478/amns-2024-1156

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