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

Author

Listed:
  • Simone Mari

    (Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy)

  • Giovanni Bucci

    (Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy)

  • Fabrizio Ciancetta

    (Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy)

  • Edoardo Fiorucci

    (Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy)

  • Andrea Fioravanti

    (Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy)

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).

Suggested Citation

  • Simone Mari & Giovanni Bucci & Fabrizio Ciancetta & Edoardo Fiorucci & Andrea Fioravanti, 2022. "A Review of Non-Intrusive Load Monitoring Applications in Industrial and Residential Contexts," Energies, MDPI, vol. 15(23), pages 1-21, November.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:23:p:9011-:d:986950
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