Title: | DATA SET OF NON-INTRUSIVE LOAD DISAGGREGATION MODEL FOR A RESIDENTIAL CONSUMER WITH FOURIER SERIES AND OPTIMIZATION METHOD | ||
Author(s): |
MARILIA ZACARIAS COSTA DE OLIVEIRA |
||
Contributor(s): |
DELBERIS ARAUJO LIMA - Advisor |
||
Launched: | 04/DEC/2019 | ||
Type: | SPREAD SHEET | Language(s): |
ENGLISH - UNITED STATES |
Note: |
These data are based on the ones freely available online at http://redd.csail.mit.edu/
|
||
Reference: | https://www.maxwell.vrac.puc-rio.br/ResearchData/Consulta.php?strSecao=resultado&nrSeq=46176@2 | ||
DOI: | |||
https://doi.org/10.17771/PUCRio.ResearchData.46176 | |||
Abstract: | |||
The file contains a data set, which refers to the load curve of 24 hours from House 2 and the measures of each circuit that the aggregated signal carries. They were extracted from REDD [1] (http://redd.csail.mit.edu/) in Watts and adapted to a 1-minute sampling rate. Furthermore, the results of the non-intrusive load disaggregation model with Fourier series and optimization method are presented using adapted REDD data as reference, as well as the parameter values used at the model and the results of the metrics of evaluation.
[1] J. Zico Kolter and Matthew J. Johnson. REDD: A public data set for energy disaggregation research. Workshop on Data Mining Applications in Sustainability (SIGKDD), San Diego, CA, pp. 59-62, Aug. 2011.
|
|||
Description: | File: | ||
COMPLETE | XLSX |