Intelligent Energy Source Classifier NILM method in Machine Learning: ALGORITHMIC DATA EXTRACTION - Couverture souple

UDAY KIRAN, ELEMASETTY; MITHRA VINDHA, KUDIKALA

 
9786204184227: Intelligent Energy Source Classifier NILM method in Machine Learning: ALGORITHMIC DATA EXTRACTION
Couverture souple
ISBN 10 : 6204184229 ISBN 13 : 9786204184227
Editeur : LAP LAMBERT Academic Publishing, 2021

Synopsis

ILM method requires a group of sensors attached to each appliance to show information about the appliance load measurement used for functions of appliances load monitoring and classification. Connections of sensors and each appliance through smart plugs provide more accurate measurement than the NILM system. The drawback of the ILM is its cost, which is considered to be very high due to the installation complicity of due to the multiple sensor configurations. In the research, the ILM approach is used as middleware on Atlas and OSGi platforms which was implemented to detect a single appliance solution for the reduction of costs. This method can identify real-time controlling and monitoring of household status by detecting each appliance connected to its smart plug.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2021
Langue
anglais
ISBN 10 
6204184229
ISBN 13 
9786204184227
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
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