Archivio Istituzionale della RicercaNon-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.
Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback / Sundhu, Anosh Arshad; Rottondi, Cristina; Verticale, Giacomo. - ELETTRONICO. - (2019), pp. 1-6. (Intervento presentato al convegno 4th International Conference on Computing, Communications and Security (ICCCS) tenutosi a Roma (Italia) nel 10-12/10/2019) [10.1109/CCCS.2019.8888140].
Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback
Rottondi, Cristina;
2019
Abstract
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.
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
https://hdl.handle.net/11583/2768854
Attenzione
Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo