[HTML][HTML] Data-driven approaches for cyber defense of battery energy storage systems

N Kharlamova, S Hashemi, C Træholt - Energy and AI, 2021 - Elsevier
Battery energy storage system (BESS) is an important component of a modern power system
since it allows seamless integration of renewable energy sources (RES) into the grid. A …

[HTML][HTML] Cyberattack detection methods for battery energy storage systems

N Kharlamova, C Træhold, S Hashemi - Journal of Energy Storage, 2023 - Elsevier
Battery energy storage systems (BESSs) play a key role in the renewable energy transition.
Meanwhile, BESSs along with other electric grid components are leveraging the Internet-of …

The cyber security of battery energy storage systems and adoption of data-driven methods

N Kharlamova, S Hashemi… - 2020 IEEE Third …, 2020 - ieeexplore.ieee.org
Battery energy storage systems (BESSs) are becoming a crucial part of electric grids due to
their important roles in renewable energy sources (RES) integration in energy systems …

Cyberphysical security of grid battery energy storage systems

RD Trevizan, J Obert, V De Angelis, TA Nguyen… - IEEE …, 2022 - ieeexplore.ieee.org
This paper presents a literature review on current practices and trends on cyberphysical
security of grid-connected battery energy storage systems (BESSs). Energy storage is critical …

Artificial neural network-based stealth attack on battery energy storage systems

M Pasetti, P Ferrari, P Bellagente… - … on Smart Grid, 2021 - ieeexplore.ieee.org
As the number of installed Battery Energy Storage Systems (BESSs) increases, the concerns
related to possible cyber-attacks to these systems rise accordingly. The most of BESS …

[HTML][HTML] Cyber-physical cloud battery management systems: review of security aspects

F Naseri, Z Kazemi, PG Larsen, MM Arefi, E Schaltz - Batteries, 2023 - mdpi.com
Battery management systems (BMSs) are critical to ensure the efficiency and safety of high-
power battery energy storage systems (BESSs) in vehicular and stationary applications …

Convolutional neural network-based false battery data detection and classification for battery energy storage systems

HJ Lee, KT Kim, JH Park, G Bere… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Battery energy storage systems (BESSs) rely on battery sensor data and communication. It is
crucial to evaluate the trustworthiness of battery sensor and communication data in (BESS) …

Vulnerabilities of electric vehicle battery packs to cyberattacks

S Sripad, S Kulandaivel, V Pande, V Sekar… - arXiv preprint arXiv …, 2017 - arxiv.org
Electric Vehicles (EVs), like all modern vehicles, are entirely controlled by electronic devices
embedded within networks that are exposed to the threat of cyberattacks. Cyber …

A security perspective on battery systems of the Internet of Things

AB Lopez, K Vatanparvar, AP Deb Nath, S Yang… - Journal of Hardware and …, 2017 - Springer
Battery (sub) systems are used in many systems (systems-of-systems) in the Internet of
Things (IoT) ranging from everyday ones (eg, mobile systems, home appliances, etc.) to …

Facts approach to address cybersecurity issues in electric vehicle battery systems

A Khalid, A Sundararajan… - … IEEE Technology & …, 2019 - ieeexplore.ieee.org
Regulations and standards define requirements for the development of every component in
an Electric Vehicle (EV). Standards are meant to ensure healthy competition among the …