TY - GEN
T1 - Preventing Outages under Coordinated Cyber-Physical Attack with Secured PMUs
AU - Huang, Yudi
AU - He, Ting
AU - Chaudhuri, Nilanjan Ray
AU - Porta, Thomas La
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - Due to the severe consequences of the coordinated cyber-physical attack (CCPA), the design of defenses has gained a lot of attention. A popular defense approach is to eliminate the existence of attacks by either securing existing sensors or deploying secured PMUs. In this work, we improve this approach by lowering the defense target from eliminating attacks to preventing outages in order to reduce the required number of secured PMUs. To this end, we formulate the problem of PMU Placement for Outage Prevention (PPOP) as a tri-level non-linear optimization and transform it into a bi-level mixed-integer linear programming (MILP) problem. Then, we propose an alternating optimization algorithm to solve it optimally. Finally, we evaluate our algorithm on IEEE 30-bus, 57-bus, and 118-bus systems, which demonstrates the advantage of the proposed approach in significantly reducing the required number of secured PMUs.
AB - Due to the severe consequences of the coordinated cyber-physical attack (CCPA), the design of defenses has gained a lot of attention. A popular defense approach is to eliminate the existence of attacks by either securing existing sensors or deploying secured PMUs. In this work, we improve this approach by lowering the defense target from eliminating attacks to preventing outages in order to reduce the required number of secured PMUs. To this end, we formulate the problem of PMU Placement for Outage Prevention (PPOP) as a tri-level non-linear optimization and transform it into a bi-level mixed-integer linear programming (MILP) problem. Then, we propose an alternating optimization algorithm to solve it optimally. Finally, we evaluate our algorithm on IEEE 30-bus, 57-bus, and 118-bus systems, which demonstrates the advantage of the proposed approach in significantly reducing the required number of secured PMUs.
UR - http://www.scopus.com/inward/record.url?scp=85123909100&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85123909100&partnerID=8YFLogxK
U2 - 10.1109/SmartGridComm51999.2021.9632306
DO - 10.1109/SmartGridComm51999.2021.9632306
M3 - Conference contribution
AN - SCOPUS:85123909100
T3 - 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2021
SP - 258
EP - 263
BT - 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm 2021
Y2 - 25 October 2021 through 28 October 2021
ER -