Hidden Markov Models for ILM Appliance Identification

@inproceedings{Ridi2014HiddenMM,
  title={Hidden Markov Models for ILM Appliance Identification},
  author={Antonio Ridi and Jean Hennebert},
  booktitle={ANT/SEIT},
  year={2014}
}
The automatic recognition of appliances through the monitoring of their electricity consumption finds many applications in smart buildings. In this paper we discuss the use of Hidden Markov Models (HMMs) for appliance recognition using so-called intrusive load monitoring (ILM) devices. Our motivation is found in the observation of electric signatures of… CONTINUE READING