The EMBED Dataset

The EMBED (Energy Monitoring through Building Electricity Disaggregation) dataset is released to facilitate research and performance benchmarking in the disaggregation domain. EMBED contains data from three apartment units in Los Angeles, California, collected for at least two weeks. Aggregate power files, fully labeled appliance event timestamps, and plug load consumption for a variety of monitored appliances is provided in this page.