IoT Cloud-Edge Reconfigurable Mixed-Signal Smart Meter Platform for Arc Fault Detection

Smart meter monitors electricity consumption through modern metering devices connected to the Internet via Internet of Things (IoT) technology, which can provide intelligent and fast applications on-site such as arc fault protection based on nonintrusive monitoring load classification with fast safe...

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Veröffentlicht in:IEEE internet of things journal 2023-01, Vol.10 (2), p.1682-1695
Hauptverfasser: Wu, Ya-Jie, Brito, Ricardo, Choi, Wai-Hei, Lam, Chi-Seng, Wong, Man-Chung, Sin, Sai-Weng, Martins, Rui Paulo
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Sprache:eng
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Zusammenfassung:Smart meter monitors electricity consumption through modern metering devices connected to the Internet via Internet of Things (IoT) technology, which can provide intelligent and fast applications on-site such as arc fault protection based on nonintrusive monitoring load classification with fast safety responses for varying electric loads. Traditional three, four, and five layers of the IoT architecture cannot support such fast responses under loading variation. This article aims to propose six layers of IoT Cloud-Edge Infrastructure equipped with a reconfigurable mixed-signal controller as a smart meter platform for adaptation to different environments and, for example, deal with fast arc fault detection corresponding to different load characteristics. Such an architecture can reduce the processing time for safety, reduce bandwidth for communication, improve arc detection accuracy under different loading environments, and lower the overall computation cost.
ISSN:2327-4662
2327-4662
DOI:10.1109/JIOT.2022.3210220