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.<br>For further details and usage instructions consult the <b>README.md</b><br><br><b>Python Dataset Loader:</b> https://github.com/DEDDIAG/deddiag-loader<br><b>Monitoring System:</b> https://deddiag.github.io<br><br>