Household Structure Analysis via Hawkes Processes for Enhancing Energy Disaggregation

Abstract

In energy conservation research, energy disaggregation becomes an increasingly critical task, which takes a whole home electricity signal and decomposes it into its component appliances. While householder’s daily energy usage behavior acts as one powerful cue for breaking down the entire household’s energy consumption, existing works rarely modeled it… (More)

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Cite this paper

@inproceedings{Li2016HouseholdSA, title={Household Structure Analysis via Hawkes Processes for Enhancing Energy Disaggregation}, author={Liangda Li and Hongyuan Zha}, booktitle={IJCAI}, year={2016} }