Detecting, locating, amp; quantifying false data injections utilizing grid topology through optimized D-FACTS device placement
Title | Detecting, locating, amp; quantifying false data injections utilizing grid topology through optimized D-FACTS device placement |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Kuntz, K., Smith, M., Wedeward, K., Collins, M. |
Conference Name | North American Power Symposium (NAPS), 2014 |
Date Published | Sept |
Keywords | AC state estimation, bad data detection scheme, distributed flexible AC transmission system devices, Distributed Flexible AC Transmission Systems, false data injection attack vector, flexible AC transmission systems, grid topology, Jacobian matrices, optimized D-FACTS device placement, Perturbation methods, power grids, power system security, power system state estimation, situational awareness method, state estimation, Topology, topology perturbation, Transmission line measurements, Vectors, Voltage control |
Abstract | Power grids are monitored by gathering data through remote sensors and estimating the state of the grid. Bad data detection schemes detect and remove poor data. False data is a special type of data injection designed to evade typical bad data detection schemes and compromise state estimates, possibly leading to improper control of the grid. Topology perturbation is a situational awareness method that implements the use of distributed flexible AC transmission system devices to alter impedance on optimally chosen lines, updating the grid topology and exposing the presence of false data. The success of the topology perturbation for improving grid control and exposing false data in AC state estimation is demonstrated. A technique is developed for identifying the false data injection attack vector and quantifying the compromised measurements. The proposed method provides successful false data detection and identification in IEEE 14, 24, and 39-bus test systems using AC state estimation. |
URL | http://ieeexplore.ieee.org/document/6965352/ |
DOI | 10.1109/NAPS.2014.6965352 |
Citation Key | 6965352 |
- power grids
- Voltage control
- Vectors
- Transmission line measurements
- topology perturbation
- Topology
- state estimation
- situational awareness method
- power system state estimation
- power system security
- AC state estimation
- Perturbation methods
- optimized D-FACTS device placement
- Jacobian matrices
- grid topology
- flexible AC transmission systems
- false data injection attack vector
- Distributed Flexible AC Transmission Systems
- distributed flexible AC transmission system devices
- bad data detection scheme