Feature extraction for nonintrusive load monitoring based on S-Transform

The electric energy demand is dramatically growing worldwide and demand reduction emerges as an outstanding strategy; it implies detailed information about the electricity consumption, namely load disaggregation. Typical automatic methods for load disaggregation require high hardware efforts to inst...

Full description

Autores:
Jiménez, Yulieth
Duarte, Cesar A.
Petit, Johann
Carrillo Caicedo, Gilberto
Tipo de recurso:
http://purl.org/coar/resource_type/c_c94f
Fecha de publicación:
2014
Institución:
Universidad de Santander
Repositorio:
Repositorio Universidad de Santander
Idioma:
eng
OAI Identifier:
oai:repositorio.udes.edu.co:001/3549
Acceso en línea:
https://repositorio.udes.edu.co/handle/001/3549
Palabra clave:
Feature extraction
Nonintrusive load monitoring
Stockwell transform
Support vector machine
Wavelet transform
Rights
openAccess
License
Derechos Reservados - Universidad de Santander, 2014