LAPSE:2023.7456
Published Article
LAPSE:2023.7456
A Review of Non-Intrusive Load Monitoring Applications in Industrial and Residential Contexts
February 24, 2023
Abstract
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).
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).
Record ID
Keywords
ambient assisted living (AAL), anomaly detection, demand response (DR), energy disaggregation, energy management, nonintrusive load monitoring
Subject
Suggested Citation
Mari S, Bucci G, Ciancetta F, Fiorucci E, Fioravanti A. A Review of Non-Intrusive Load Monitoring Applications in Industrial and Residential Contexts. (2023). LAPSE:2023.7456
Author Affiliations
Mari S: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Bucci G: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Ciancetta F: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Fiorucci E: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Fioravanti A: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Bucci G: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Ciancetta F: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Fiorucci E: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Fioravanti A: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy [ORCID]
Journal Name
Energies
Volume
15
Issue
23
First Page
9011
Year
2022
Publication Date
2022-11-28
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en15239011, Publication Type: Review
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Published Article
LAPSE:2023.7456
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External Link
https://doi.org/10.3390/en15239011
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[v1] (Original Submission)
Feb 24, 2023
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Feb 24, 2023
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