Research Data

SPREAD SHEET

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

Advisor (s) :

DELBERIS ARAUJO LIMA

Vocabulary:

DISAGGREGATION OF ELECTRICAL ENERGY
ELECTRIC POWER CONSUMPTION
FOURIER SERIES
LINEAR OPTIMIZATION
NON-INTRUSIVE APPLIANCE LOAD MONITORING

Coverage:

TEMPORAL - Data coverage type is temporal with a 24 hours residential load curve extracted from REDD (redd.csail.mit.edu) sampled in 1-minute data, as well as the results from the disaggregation model with the same sampling rate.

Data Generation Method:

TRANSFORMATION OF A DATASET - The data was generated by transforming the original data extracted from REDD to a 1-minute sampling rate, which is logged at a frequency of about 0.5 Hz. Furthermore, the file also contains the results of the disaggregation model using an approach with the Fourier series and optimization method.