BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System

被引：1

作者：

Gaggero, Giovanni Battista ^{[1
]}

Armellin, Alessandro ^{[1
]}

Ferro, Giulio ^{[2
]}

Robba, Michela ^{[2
]}

Girdinio, Paola ^{[1
]}

Marchese, Mario ^{[1
]}

机构：

[1] Univ Genoa, Dept Elect Elect & Telecommun Engn & Naval Archite, I-16145 Genoa, Italy

[2] Univ Genoa, Dept Informat Bioengn Robot & Syst Engn, I-16145 Genoa, Italy

来源：

IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY | 2024年 / 11卷

关键词：

Computer security; Anomaly detection; Inverters; Monitoring; Protocols; Voltage measurement; Power system stability; Dataset; cybersecurity; anomaly detection; smart grid; storage; distributed energy resources;

D O I：

10.1109/OAJPE.2024.3439856

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Smart grids are nowadays featured by distributed energy resources, both renewables, traditional sources and storage systems. Generally, these components are characterized by different control technologies that interact with the generators through smart inverters. This exposes them to a variety of cyber threats. In this context, there is a need to develop datasets of attacks on these systems to evaluate the risks and allow researchers to develop proper monitoring algorithms. This paper addresses this need by presenting BESS-Set, an open-source dataset for cybersecurity analysis of a Battery Energy Storage System (BESS).

引用

页码：362 / 372

页数：11

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