Systeme und Verfahren zur Vorhersage des Asset-Status

Details

Veröffentlichungs-Nr.

EP4738038

Anmeldetag

4. November 2024

Veröffentlichung

6. Mai 2026

Rechtsraum

EP

IPC

G05B23/02

Abstract

Disclosed here are methods and systems to determine asset status in an industrial plant. Embodiments of the method may include, during operation of an asset positioned at the industrial plant and, iteratively, at each of a plurality of selected time intervals, receiving a plurality of data streams from sensors or devices of the asset. The method may include determining, based on application of each of the plurality of pre-processed data streams received to each of a plurality of trained machine learning models, anomaly scores. The method may include determining, via a plurality of votes based on the anomaly scores, a status for the sensors and/or devices. The method may include, if the status for the sensors and/or devices for the asset indicates an anomaly for a consecutive two or more of the plurality of time intervals, generating a next action notification to indicate the anomaly and prevent unplanned downtime.

Anmelder

Firma

SABIC Global Technologies B.V.

Land

🇳🇱 Niederlande