/NILM_PerformanceEval

NILM performance evaluation functions use in the Springer Energy Efficiency journal paper.

Primary LanguagePython

NILM Performance Evaluation

Copyright (C) 2014 Stephen Makonin.

NILM performance evaluation functions use in the Springer Energy Efficiency journal paper (DOI 10.1007/s12053-014-9306-2). The paper can be downloaded from Springer or my website: makonin.com.

If you use this code please cite my journal paper:

Makonin, S. and Popowich, F. (2015). Nonintrusive load monitoring (NILM) performance evaluation. Energy Efficiency, 8(4):809–814.

Library_Accuracy.py is the python code that calculated the accuracy measure for the paper.

results.numbers is a spreadsheet of the results reported in the paper.

run.log is the load file of the test ran to collect the accuracy measures data reported in the paper.