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Modeling and evaluation of cyber-attacks on grid-interactive efficient buildings.

Authors :
Fu, Yangyang
O'Neill, Zheng
Yang, Zhiyao
Adetola, Veronica
Wen, Jin
Ren, Lingyu
Wagner, Tim
Zhu, Qi
Wu, Terresa
Source :
Applied Energy. Dec2021, Vol. 303, pN.PAG-N.PAG. 1p.
Publication Year :
2021

Abstract

• A flexible and extensible simulation-based framework for modeling cyber threats on GEBs. • Dynamic models of network-based building energy and control system and associated cyber-attacks. • A list of key performance indexes (KPIs) to quantify threats impact on building and grid services. • An Evaluation of cyber-attack impacts during the attack period and the post-attack period. Grid-interactive efficient buildings (GEBs) are not only exposed to passive threats (e.g., physical faults) but also active threats such as cyber-attacks launched on the network-based control systems. The impact of cyber-attacks on GEB operation are not yet fully understood, especially as regards the performance of grid services. To quantify the consequences of cyber-attacks on GEBs, this paper proposes a modeling and simulation framework that includes different cyber-attack models and key performance indexes to quantify the performance of GEB operation under cyber-attacks. The framework is numerically demonstrated to model and evaluate cyber-attacks such as data intrusion attacks and Denial-of-Service attacks on a typical medium-sized office building that uses the BACnet/IP protocol for communication networks. Simulation results show that, while different types of attacks could compromise the building systems to different extents, attacks via the remote control of a chiller yield the most significant consequences on a building system's operation, including both the building service and the grid service. It is also noted that a cyber-attack impacts the building systems during the attack period as well as the post-attack period, which suggests that both periods should be considered to fully evaluate the consequences of a cyber-attack. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03062619
Volume :
303
Database :
Academic Search Index
Journal :
Applied Energy
Publication Type :
Academic Journal
Accession number :
152649265
Full Text :
https://doi.org/10.1016/j.apenergy.2021.117639