Systeme und Verfahren zur Prädiktiven Wartung unter Verwendung Föderierter Surrogatmodelle und Grosser Sprachmodelle

Details

Veröffentlichungs-Nr.

EP4807478

Anmeldetag

10. März 2026

Veröffentlichung

16. September 2026

Rechtsraum

EP

IPC

G05B23/02

Abstract

A predictive maintenance system and method for predictive maintenance of an aircraft system using machine learning-based models includes accessing privately stored data for a plurality of clients from a central server. A surrogate model can be applied to the privately stored data to identify one or more anomalies within the privately stored data and/or a large language model (LLM) can be applied to the privately stored data to identify one or more records within the privately stored data associated with a component of an aircraft system. The method includes determining a relationship between the one or more anomalies and the one or more records within the privately stored data to predict operational anomalies of the aircraft system.

Anmelder

Firma

The Boeing Company

Land

🇺🇸 USA

Fachgebiete