LIFTED: Labelled hIgh Frequency daTaset for Electricity Disaggregation
LIFTED: Labelled hIgh Frequency daTaset for Electricity Disaggregation
LIFTED dataset consists of one-week detailed appliance-level electricity usage information including voltage, current, active power, and reactive power for a single apartment in the United States, down-sampled at 50Hz.
An article describing the details of this dataset will be published as part of the proceedings for the 2020 PES General Meeting:
L. Yan, J. Han, R. Xu, and Z. Li. “LIFTED: household appliance-level load dataset and data compression with lossless coding considering precision,” http://arxiv.org/abs/1911.01581.
Please refer to this publication when citing the dataset in your work.
We have prepared all the data of individual appliance working states for the convenience sake. Click the Individual Appliance dataset! button to download.
We also prepared one-week detailed dataset containing all the appliances power consumption and total load. Click the One-week Dataset! to download.
We also prepared LCP compression method. Click the LCP Method to download.