smakonin/SparseNILM
The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal paper.
Discovered public repositories for smakonin in the GitHub catalog.
The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal paper.
Water disaggregation source code for use with SSHMM_NILM.
Coursework files from taking the Johns Hopkins University Data Science Specialization Certificate at Coursera.org
NILM performance evaluation functions use in the Springer Energy Efficiency journal paper.
NILM.ca webpages
Scripts and things used to create the AMPds dataset.
The website and files for http://makonin.com
uDisagg is an optimized real-time embedded low-frequency load disaggregation algorithm (or disaggregator). This project contains the source code for my PhD thesis experimentation.
Aemass is robotic life in a petri dish
Public repository.
This project is a number of eco-visualizations and common framework to render household (or building) consumption as ambient informative art.
A shield for the Arduino Due to mesure current using current transformers (CT) for up to 4 power lines.
Arduino Power Meter Reader (APMR): log readings from RS485/Modbus communicating meters.