%Aigaion2 BibTeX export from HES SO Valais Publications
%Saturday 02 May 2026 09:56:44 AM

@ARTICLE{,
    author = {Dufour, Luc and Genoud, Dominique and Rizzo, Gianluca and Ladevie, Bruno and Bezian, Jean-Jacques and Roduit, Pierre},
  keywords = {Advanced Metering Infrastructure, Data intelligence analysis, Energy information management, Microgrid},
     month = jul,
     title = {Verification method for home electrical signal disaggregation},
   journal = {ESIOT (Extending Seamlessly to the Internet of Things)},
      year = {2014},
  abstract = {In order to enable demand response schemes for
residential and industrial users, and to get power consumers involved
in the general effort to save energy and decrease the carbon
footprint of human activities, it is crucial to be able to monitor
each component of the total power consumption of a household
or of an industrial site over time. A cost effective and readily
available solution to obtain these data is to exploit Non-Intrusive
Load Monitoring (NILM) techniques over low frequency smart
meter readings. Such methods have still important limitations in
the detection of some types of appliances. For that reason, this
work presents a new non intrusive load disaggregation method
for residential households, based on low frequency measurements
of active and reactive power. Our method allows detecting
some families of common household appliances which were
undetectable through low frequency NILM methods proposed so
far. The proposed method has been validated on an experimental
setting and using direct measurements of appliances consumption,
proving that it allows achieving a high level of accuracy in load
disaggregation.}
}