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

UDAY KIRAN, ELEMASETTY; MITHRA VINDHA, KUDIKALA

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

Inhaltsangabe

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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Über die Autorin bzw. den Autor

ELEMASETTY UDAY KIRAN completed my Master's with publications of six patents followed by one circuit design in IPO Delhi.Including 11 Research papers and 2 research books.an awardee of the young scientist in the year of 2018, member of 11 professional societies. Editor and Reviewer for 6 international journals.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6204184229
ISBN 13 
9786204184227
Einband
Taschenbuch
Anzahl der Seiten
60
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
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