The repository houses the code of an unsupervised NFHMM disaggregation algorithm developed in a NILM related student research project for Fortum on the Aalto University course MS-E2177 Seminar on Case Studies in Operation Research (5 cr).
This repository is associated with a fork of the NILMTK available here which was also created and used by us in this course project. The README of that repository offers a little bit more insight on this code as well.
A report was
written and presentation slides
made according to the requirements of the course to communicate about the results
of the project and these are available in the doc folder. Please inform us,
if you build upon our work or find our work interesting!
The source code is at the src folder while the test folder contains
some synthetic input data for testing. An out folder should be created to
contain the results of the algorithm.
- Mihail Douhaniaris, mihail.douhaniaris, aalto.fi
- Matias Peljo
- Johan Salmelin
- Samuel Marisa