Computerimplementiertes Verfahren zur Bestimmung eines Gemeinsamen Trainierten Maschinenlernmodells für eine Flotte von Kraftwerken

Details

Veröffentlichungs-Nr.

EP4741954

Anmeldetag

11. November 2024

Veröffentlichung

13. Mai 2026

Rechtsraum

EP

Abstract

The invention relates to a computer-implemented method for determining a common trained machine learning model for a fleet of power plants, comprising the steps: a. Providing a plurality of training data sets for a plurality of respective power plants (S1); wherein the plurality of training data sets is combined in a heterogeneous training data set; b. Providing a machine learning model (S2); c. Training the machine learning model on the heterogeneous training data set (S3); and d. Providing the common trained machine learning model (S4). Further, the invention relates to a corresponding computer program product and technical unit.

Anmelder

Firma

Siemens Aktiengesellschaft

Land

🇩🇪 Deutschland