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Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognos...

Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognos...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6e0847a90d4c43aca87348c293216073

Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognostics of smart devices

About this item

Full title

Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognostics of smart devices

Publisher

London: Nature Publishing Group UK

Journal title

Scientific reports, 2025-03, Vol.15 (1), p.7577-17, Article 7577

Language

English

Formats

Publication information

Publisher

London: Nature Publishing Group UK

More information

Scope and Contents

Contents

In the rapidly evolving landscape of artificial intelligence (AI) and the Internet of Things (IoT), the significance of device diagnostics and prognostics is paramount for guaranteeing the dependable operation and upkeep of intricate systems. The capacity to precisely diagnose and preemptively predict potential failures holds the potential to consi...

Alternative Titles

Full title

Harnessing AI forward and backward chaining with telemetry data for enhanced diagnostics and prognostics of smart devices

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_6e0847a90d4c43aca87348c293216073

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_6e0847a90d4c43aca87348c293216073

Other Identifiers

ISSN

2045-2322

E-ISSN

2045-2322

DOI

10.1038/s41598-025-89266-9

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