Articles with "electricity consumer" as a keyword



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Electricity Consumer Characteristics Identification: A Federated Learning Approach

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Published in 2021 at "IEEE Transactions on Smart Grid"

DOI: 10.1109/tsg.2021.3066577

Abstract: Nowadays, smart meters are deployed in millions of residential households to gain significant insights from fine-grained electricity consumption data. The information extracted from smart meter data enables utilities to identify the socio-demographic characteristics of electricity… read more here.

Keywords: smart meter; characteristics identification; electricity consumer; meter data ... See more keywords