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

Giovanni Battista Gaggero; Alessandro Armellin; Giulio Ferro; Michela Robba; Paola Girdinio; Mario Marchese

doi:10.1109/OAJPE.2024.3439856

IEEE Open Access Journal of Power and Energy (Jan 2024)

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

Giovanni Battista Gaggero,
Alessandro Armellin,
Giulio Ferro,
Michela Robba,
Paola Girdinio,
Mario Marchese

Affiliations

Giovanni Battista Gaggero: ORCiD; Department of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, Italy
Alessandro Armellin: ORCiD; Department of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, Italy
Giulio Ferro: ORCiD; Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
Michela Robba: ORCiD; Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, Italy
Paola Girdinio: Department of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, Italy
Mario Marchese: ORCiD; Department of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, Italy

DOI: https://doi.org/10.1109/OAJPE.2024.3439856
Journal volume & issue: Vol. 11
pp. 362 – 372

Abstract

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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).

Published in IEEE Open Access Journal of Power and Energy

ISSN: 2687-7910 (Online)
Publisher: IEEE
Country of publisher: United States
LCC subjects: Technology: Electrical engineering. Electronics. Nuclear engineering: Distribution or transmission of electric power; Technology: Electrical engineering. Electronics. Nuclear engineering: Production of electric energy or power. Powerplants. Central stations
Website: https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8784343

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