Electric load disaggregation in smart metering using a novel feature extraction method and supervised classification

Energy Procedia

Volumn 6, Issue , 2011, Pages 627-632

  Chahine, Khaled ^a   El Khamlichi Drissi, Khalil ^a   Pasquier, Christophe ^a   Kerroum, Kamal ^a   Faure, Claire ^a   Jouannet, Thierry ^b   Michou, Michel ^b  

^a UNIVERSITÉ BLAISE PASCAL   (France)

^b Landis and Gyr Communications Corp   (Switzerland)

Author keywords

Matrix pencil method; Nonintrusive appliance load monitoring; Power saving; Smart meters; Supervised learning

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLIMATE CHANGE; ENERGY EFFICIENCY; EXTRACTION; FEATURE EXTRACTION; SMART METERS; SUPERVISED LEARNING;

CLASSIFICATION ACCURACY; ELECTRICAL CONSUMPTION; FEATURE EXTRACTION METHODS; MATRIX PENCIL METHOD; NON-INTRUSIVE APPLIANCE LOAD MONITORING; POWER SAVINGS; SUPERVISED CLASSIFICATION; SUPERVISED LEARNING METHODS;

ELECTRIC LOAD MANAGEMENT;

EID: 79960235828     PISSN: 18766102     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.egypro.2011.05.072     Document Type: Conference Paper

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