Publikation: Augmenting an Assisted Living Lab with ...
Stammdaten
Titel: | Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring |
Untertitel: | |
Kurzfassung: | The need for reducing our energy consumption footprint and the increasing number of electric devices in today's homes is calling for new solutions that allow users to efficiently manage their energy consumption. Real-time feedback at device level would be of a significant benefit for this application. In addition, the aging population and their wish to be more autonomous have motivated the use of this same real-time data to indirectly monitor the household's occupants for their safety. By breaking down aggregate power consumption into its components, Non-Intrusive Load Monitoring provides information on individual appliances and their current state of operation. Since no additional metering equipment is required, residents are not confronted with intrusion into their familiar environment. Our work aims to depict an architecture supporting non-intrusive measurement with a smart electricity meter and the handling of these data using an open-source platform that allows to visualize and process real-time data about the total energy consumed. As a case study, we describe a series of measurements from common household devices and show how abnormal behavior can be detected. |
Schlagworte: | energy awareness, energy monitoring, load disaggregation, NILM |
Publikationstyp: | Beitrag in Proceedings (Autorenschaft) |
Erscheinungsdatum: | 25.05.2020 (Online) |
Erschienen in: |
IEEE International Instrumentation and Measurement Technology Conference 2019 (I2MTC)
IEEE International Instrumentation and Measurement Technology Conference 2019 (I2MTC)
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IEEE;
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zur Publikation |
Titel der Serie: | - |
Bandnummer: | - |
Erstveröffentlichung: | Ja |
Version: | - |
Seite: | S. 1 - 5 |
Versionen
Keine Version vorhanden |
Erscheinungsdatum: | 25.05.2020 |
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eISSN: | - |
DOI: | - |
Homepage: | https://arxiv.org/pdf/2002.05593 |
Open Access |
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AutorInnen
Hafsa Bousbiat (intern) |
Christoph Klemenjak (intern) |
Gerhard Leitner (intern) |
Wilfried Elmenreich (intern) |
Zuordnung
Organisation | Adresse | ||||
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Universität Klagenfurt
Digital Age Research Center (D!ARC) Doktoratskolleg Decide
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AT - A-9020 Klagenfurt |
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Fakultät für Technische Wissenschaften
Institut für Vernetzte und Eingebettete Systeme
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AT - 9020 Klagenfurt am Wörthersee |
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Fakultät für Technische Wissenschaften
Institut für Informatik-Systeme
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AT - A-9020 Klagenfurt |
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Peer Reviewed |
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