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

• [x] A better GUI (FDI configuration aquired)

• [x] Communication delay

• [x] IEEE $< 118$ bus systems

• [x] Dynamic (time varying state space equation) power system

• [x] AC measure model

• [x] WSNs model

• [x] A crude GUI

• [x] Richardson based distributed algorithm ((A)sychronism)

• [x] Stochastic based distributed algorithm

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