Sensitivity-based Vulnerability Assessment of State Estimation
Abstract:
We propose a technique to assess the vulnerability of the power system state estimation. We aim at identifying the measurements that have a high potential of being the target of false data injection attacks. From the perspective of the adversary, such measurements have the following characteristics: $\bigcirc\!\!\!\!\!1$ being influential on the variable estimates; $\bigcirc\!\!\!\!\!2$ corrupting their measured values is likely to be undetected. Additionally, such characteristics should not change significantly with the system operation condition. The proposed technique provides a systematic way of identifying the measurements with such characteristics. We illustrate our methodology on a 4-bus system, the New England 39-bus system, and the IEEE 118-bus test system, respectively.
Año de publicación:
2021
Keywords:
- SINGULAR VALUE DECOMPOSITION
- State Estimation
- False data injection attack
- Sensitivity Analysis
Fuente:
Tipo de documento:
Article
Estado:
Acceso abierto
Áreas de conocimiento:
- Sistema de control
- Optimización matemática
Áreas temáticas:
- Ciencias de la computación