failuremodes

This repository contains the code used in the following paper:

"Bayesian Hierarchical Methods for Modeling Electrical Grid Component Failures" Laurel N. Dunn, Ioanna Kavvada, Mathilde Badoual, Scott J. Moura arxiv link

User Guide

To use the functions, clone the repository:

git clone https://github.com/lndunn/failuremodes.git

And install the required modules in a virtual environment:

cd failuremodes
pip install virtualenv
virtualenv env
source env/bin/activate
pip install -r requirements.txt

failuremodes/

Contains the main functions used in the notebooks

raw_data/

Data used to generate fake data stored in input

inputs/

Generated fake data that are at the input of the algorithm

Jupyter Notebooks