BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System
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 cy...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Open Access Journal of Power and Energy |
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| Online Access: | https://ieeexplore.ieee.org/document/10630530/ |
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| author | Giovanni Battista Gaggero Alessandro Armellin Giulio Ferro Michela Robba Paola Girdinio Mario Marchese |
| author_facet | Giovanni Battista Gaggero Alessandro Armellin Giulio Ferro Michela Robba Paola Girdinio Mario Marchese |
| author_sort | Giovanni Battista Gaggero |
| collection | DOAJ |
| description | 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). |
| format | Article |
| id | doaj-art-cd6dbf839b144873b690566d31f63edb |
| institution | Kabale University |
| issn | 2687-7910 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Open Access Journal of Power and Energy |
| spelling | doaj-art-cd6dbf839b144873b690566d31f63edb2025-01-21T00:03:17ZengIEEEIEEE Open Access Journal of Power and Energy2687-79102024-01-011136237210.1109/OAJPE.2024.343985610630530BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage SystemGiovanni Battista Gaggero0https://orcid.org/0000-0001-6404-2451Alessandro Armellin1https://orcid.org/0000-0003-3293-2892Giulio Ferro2https://orcid.org/0000-0002-0641-6846Michela Robba3https://orcid.org/0000-0002-0032-9493Paola Girdinio4Mario Marchese5https://orcid.org/0000-0002-9626-3483Department of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, ItalyDepartment of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, ItalyDepartment of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, ItalyDepartment of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genoa, Genoa, ItalyDepartment of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, ItalyDepartment of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Genoa, ItalySmart 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).https://ieeexplore.ieee.org/document/10630530/Datasetcybersecurityanomaly detectionsmart gridstoragedistributed energy resources |
| spellingShingle | Giovanni Battista Gaggero Alessandro Armellin Giulio Ferro Michela Robba Paola Girdinio Mario Marchese BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System IEEE Open Access Journal of Power and Energy Dataset cybersecurity anomaly detection smart grid storage distributed energy resources |
| title | BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System |
| title_full | BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System |
| title_fullStr | BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System |
| title_full_unstemmed | BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System |
| title_short | BESS-Set: A Dataset for Cybersecurity Monitoring in a Battery Energy Storage System |
| title_sort | bess set a dataset for cybersecurity monitoring in a battery energy storage system |
| topic | Dataset cybersecurity anomaly detection smart grid storage distributed energy resources |
| url | https://ieeexplore.ieee.org/document/10630530/ |
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