• DOI:10.24963/ijcai.2017/398
Corpus ID: 26259894

Disambiguating Energy Disaggregation: A Collective Probabilistic Approach

@inproceedings{Tomkins2017DisambiguatingED,
  title={Disambiguating Energy Disaggregation: A Collective Probabilistic Approach},
  author={S. Tomkins and J. Pujara and L. Getoor},
  booktitle={IJCAI},
  year={2017}
}

S. Tomkins, J. Pujara, L. Getoor

Published in IJCAI 2017

Computer Science

Reducing household energy usage is a priority for improving the resiliency and stability of the power grid and decreasing the negative impact of energy consumption on the environment and public health. Relevant and timely feedback about the power consumption of specific appliances can help household residents reduce their energy demand. Given only a total energy reading, such as that collected from a residential meter, energy disaggregation strives to discover the consumption of individual… CONTINUE READING

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