Verification and analysis of a Battery Energy Storage System model
Verification and analysis of a Battery Energy Storage System model
复制标题
电池储能系统模型验证与分析
DOI：
10.1016/j.egyr.2022.05.042
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发表时间：
2022
期刊：
影响因子：
5.2
通讯作者：
D. Gladwin
中科院分区：
文献类型：
--
作者：
A. J. Hutchinson;D. Gladwin
储能系统建模是研究储能在新的和现有应用中的部署和优化的基础。可再生能源在世界范围内日益渗透到电网中，这意味着储能正在成为现代配电系统的重要组成部分。在本文中，介绍了在MATLAB/Simulink中开发的电池储能系统模型，并随后在谢菲尔德大学（Willenhall）运行的现有2mw装置上进行了实验验证。在Willenhall装置上，将模型的荷电状态（SOC）与两种不同的荷电状态测量方法进行比较，得出的平均均方根误差（RMSE）分别为1.29%和1.05%。提出并讨论了对模型进行微调以降低平均均方根误差的方法。
Energy Storage System modelling is the foundation for research into the deployment and optimization of energy storage in new and existing applications. The increasing penetration of renewable energy into electrical grids worldwide means energy storage is becoming a vital component in the modern electrical distribution system. In this paper, a model for a Battery Energy Storage System developed in MATLAB/Simulink is introduced and subsequently experimentally verified against an existing 2 MW installation operated by The University of Sheffield (Willenhall). The model presented in this paper achieved average Root Mean Square Error (RMSE) values of 1.29% and 1.05% when comparing the state of charge (SOC) of the model with two different methods of SOC measurement at the Willenhall installation. The methodology behind fine tuning the model to decrease the average RMSE is presented and discussed.
影响因子：
3.2
作者：
Hammad H. Alnuman;D. Gladwin;M. Foster
通讯作者：
Hammad H. Alnuman;D. Gladwin;M. Foster