SynD (A Synthetic Energy Dataset for Non-Intrusive Load Monitoring in Households)

SynD is a synthetic energy dataset with a focus on residential buildings. This dataset is the result of a custom simulation process that relies on power traces of household appliances. The output of simulations is the power consumption of 21 household appliances as well as the household-wide consumption (i.e. mains). Therefore, SynD's can be used for Non-Intrusive Load Monitoring, also referred to as Energy Disaggregation.

Source: A synthetic energy dataset for non-intrusive load monitoring in households


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