A Review of Non-Intrusive Load Monitoring Applications in Industrial and Residential Contexts

Load monitoring systems make it possible to obtain information on the status of the various loads powered by an electrical system. The term “electrical load” indicates any device or circuit that absorbs energy from the system to which it is connected, and which therefore influences electrical quanti...

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Veröffentlicht in:	Energies (Basel) 2022-11, Vol.15 (23), p.9011
Hauptverfasser:	Mari, Simone, Bucci, Giovanni, Ciancetta, Fabrizio, Fiorucci, Edoardo, Fioravanti, Andrea
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms ambient assisted living (AAL) Anomalies anomaly detection Appliances Consumers Cost control Data processing demand response (DR) Electric power systems Electrical loads Electricity Energy absorption Energy consumption energy disaggregation Energy efficiency Energy management Energy management systems Industrial applications Italy Monitoring Neural networks nonintrusive load monitoring
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Beschreibung
Zusammenfassung:	Load monitoring systems make it possible to obtain information on the status of the various loads powered by an electrical system. The term “electrical load” indicates any device or circuit that absorbs energy from the system to which it is connected, and which therefore influences electrical quantities such as power, voltage, and current. These monitoring systems, designed for applications related to energy efficiency, can also be used in other applications. This article analyzes in detail how the information derived from Non-Intrusive Load Monitoring (NILM) systems can be used in order to create Energy Management Systems (EMS), Demand Response (DR), anomaly detection, maintenance, and Ambient Assisted Living (AAL).
ISSN:	1996-1073 1996-1073
DOI:	10.3390/en15239011