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powergrid's Introduction

PowerGrid

Introduction

Power grid simulator, in order to implement centralized and distributed [1] least square state estimation and bad data detection. Also, simplest False data injection Attack.

This project up to now have built a DC/AC power grid simulator environment with IEEE 118-bus system (other systems will be added to this project for soon once I find relavent documents), it can

  • Least square state estimation
  • Distributed least square state estimation
  • Simplest FDI attack

Require

pip install -r requirements.txt

Framework need to do

  • IEEE 300 bus system

  • Classical kalman filter state estimation (Centralized and Distributed)

  • Make the algorithm more suitable for distribution

Alogrithm need to do

  • Other classical distributed state estimation algorithms
  • Asychronism type of these distributed algorithms
  • FDI Attack with implement topology information [2]
  • FDI Defend [5]
  • FDI Detection by sparse optimization [6], machine learning [7]

Have done

  • A better GUI (FDI configuration aquired)

  • Communication delay

  • IEEE $< 118$ bus systems

  • Dynamic (time varying state space equation) power system

  • AC measure model

  • WSNs model

  • A crude GUI

  • Richardson based distributed algorithm ((A)sychronism)

  • Stochastic based distributed algorithm

  • FDI Attack with only measurement information (ICA, PCA) [3] [4]

powergrid's People

Contributors

huminan avatar zjut-cybersecurity avatar

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