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Introducing edge intelligence to smart meters via federated split learning

Introducing edge intelligence to smart meters via federated split learning

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4545c5cb60b24bcba9463d5383cd00ca

Introducing edge intelligence to smart meters via federated split learning

About this item

Full title

Introducing edge intelligence to smart meters via federated split learning

Publisher

London: Nature Publishing Group UK

Journal title

Nature communications, 2024-10, Vol.15 (1), p.9044-14, Article 9044

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

The ubiquitous smart meters are expected to be a central feature of future smart grids because they enable the collection of massive amounts of fine-grained consumption data to support demand-side flexibility. However, current smart meters are not smart enough. They can only perform basic data collection and communication functions and cannot carry...

Alternative Titles

Full title

Introducing edge intelligence to smart meters via federated split learning

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_4545c5cb60b24bcba9463d5383cd00ca

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_4545c5cb60b24bcba9463d5383cd00ca

Other Identifiers

ISSN

2041-1723

E-ISSN

2041-1723

DOI

10.1038/s41467-024-53352-9

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