DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany

The dataset contains recordings of 15 homes over a period of up to 3.5 years, wherein total 50 appliances have been recorded at a frequency of 1 Hz. Recorded appliances are of significance for load-shifting purposes such as dishwashers, washing machines and refrigerators. One home also includes three-phase mains readings that can be used for disaggregation tasks. Additionally, DEDDIAG contains manual ground truth event annotations for 14 appliances, that provide precise start and stop timestamps.
For further details and usage instructions consult the README.md

Python Dataset Loader: https://github.com/DEDDIAG/deddiag-loader
Monitoring System: https://deddiag.github.io