With the rapid growth of internet-connected smart devices capable of exchanging energy price information and adaptively controlling energy consumption of connected loads, the role of transactive control is expected to become more prominent in the modern grid. Transactive control systems integrate the wholesale and retail energy markets, and enable active participation of end users, thereby playing a key role in managing the rising number of distributed assets in the smart grid. The use of internet for the communication of data between the controllers at the building, distribution, and transmission levels makes the system susceptible to cyber-attacks. A skilled adversary can potentially manipulate the exchanged data with the intention of inflicting damage to the system. In this paper, four categories of metrics are put forth for evaluating the performance of the system when under data integrity attacks. A model for scaling-based data integrity attack has been described, and co-simulations have been performed on a 240 bus WECC transmission system model with detailed modeling of distribution systems at specific buses. Our results show that scaling-based data integrity attacks can have non-trivial impacts on the operational, financial, and comfort aspects of the transactive control system.
Revised: July 29, 2020 |
Published: May 7, 2020
Citation
Pal S., S. Biswas, S. Sridhar, A. Ashok, J. Hansen, and V.C. Amatya. 2020.Understanding Impacts of Data Integrity Attacks on Transactive Control Systems. In IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT), February 17-20, 2020, Washington DC, 1-5. Piscataway, New Jersey:IEEE.PNNL-SA-138041.doi:10.1109/ISGT45199.2020.9087734