Smart Grid Failure Prediction

A neural network approach for predicting imminent failures in a smart power grid. This repository contains raw data and simplified prediction algorithms that were discussed in the following paper:

Koosha Marashi, Sahra Sedigh Sarvestani, Ali R. Hurson, "Identification of interdependencies and prediction of fault propagation for cyber–physical systems," Reliability Engineering & System Safety, Volume 215, 2021.

A demo of failure prediction for IEEE-14 power grid system is available here.