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:

scopusscopus

Tipo de documento:

Article

Estado:

Acceso abierto

Áreas de conocimiento:

  • Sistema de control
  • Optimización matemática

Áreas temáticas:

  • Ciencias de la computación