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EnglishNon-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].
| Titolo: | Real-time Disaggregation of Residential Energy Consumption Enhanced with User Feedback | |
| Autori: | ||
| 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 |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| ICCCS_disaggregation.pdf | postprint dell'autore | 2. Post-print / Author's Accepted Manuscript | Non Pubblico - Accesso privato/ristretto | Administrator Richiedi una copia |
http://hdl.handle.net/11583/2768854
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