Evaluating the impact of data sample-rate on appliance disaggregation. Dalen, A. and Weinhardt, C. In Energy Conference (ENERGYCON), 2014 IEEE International, pages 743--750, May, 2014.
doi  abstract   bibtex   
This study evaluates how the disaggregation of appliances from a central location is impacted by the sample-rate used to measure a household's energy use. The sample-rate parameter is the deciding factor for choosing hardware requirements necessary for designing an appliance-level information system that can scale to general households. However, the impact of sample-rate on appliance disaggregation accuracy has so far not been evaluated.
@inproceedings{ dalen_evaluating_2014,
  title = {Evaluating the impact of data sample-rate on appliance disaggregation},
  doi = {10.1109/ENERGYCON.2014.6850509},
  abstract = {This study evaluates how the disaggregation of appliances from a central location is impacted by the sample-rate used to measure a household's energy use. The sample-rate parameter is the deciding factor for choosing hardware requirements necessary for designing an appliance-level information system that can scale to general households. However, the impact of sample-rate on appliance disaggregation accuracy has so far not been evaluated.},
  booktitle = {Energy Conference ({ENERGYCON}), 2014 {IEEE} International},
  author = {Dalen, A and Weinhardt, C.},
  month = {May},
  year = {2014},
  keywords = {Accuracy, Appliances, Current measurement, Disaggregation, Feature extraction, Frequency measurement, Harmonic analysis, Home appliances, Reactive power, Sample-rate, Sensors, appliance disaggregation accuracy, appliance-level information system, building management systems, data sample-rate parameter, domestic appliances, electric admittance, harmonics feature, household energy use, instantaneous admittance waveform, real-reactive power feature, switching transients, switching transients waveform},
  pages = {743--750}
}
Downloads: 0