Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback

Sundhu, Anosh Arshad; Rottondi, Cristina; Verticale, Giacomo

doi:10.1109/CCCS.2019.8888140

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Non-Intrusive Appliance Load Monitoring (NIALM) is a process for deducting what appliances are being used in a household by observing the total energy consumption over time. Such process makes it possible to provide energy management services to a large number of users without installation of per-appliance meters. This paper analyzes the performance of NIALM when used to provide real-time services. In addition, the paper studies how the performance of NIALM could be improved by dynamically selecting the disaggregation model on the basis of user feedback about the correctness of the disaggregation.

Titolo:	Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback
Autori:	Sundhu, Anosh Arshad ROTTONDI, CRISTINA EMMA MARGHERITA Verticale, Giacomo mostra contributor esterni nascondi contributor esterni
Data di pubblicazione:	2019
Abstract:	Non-Intrusive Appliance Load Monitoring (NIALM) is a process for deducting what appliances are be...ing used in a household by observing the total energy consumption over time. Such process makes it possible to provide energy management services to a large number of users without installation of per-appliance meters. This paper analyzes the performance of NIALM when used to provide real-time services. In addition, the paper studies how the performance of NIALM could be improved by dynamically selecting the disaggregation model on the basis of user feedback about the correctness of the disaggregation.
ISBN:	978-1-7281-0875-9
Appare nelle tipologie:	4.1 Contributo in Atti di convegno

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http://hdl.handle.net/11583/2768854

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