ACS-F2 — A new database of appliance consumption signatures

  title={ACS-F2 — A new database of appliance consumption signatures},
  author={Antonio Ridi and Christophe Gisler and Jean Hennebert},
  journal={2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)},
We present ACS-F2, a new electric consumption signature database acquired from domestic appliances. The scenario of use is appliance identification with emerging applications such as domestic electricity consumption understanding, load shedding management and indirect human activity monitoring. The novelty of our work is to use low-end electricity consumption sensors typically located at the plug. Our approach consists in acquiring signatures at a low frequency, which contrast with high… CONTINUE READING


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