Vorrichtung und Verfahren zur Antriebsauswahl unter Verwendung von Maschinenlernen

Details

Veröffentlichungs-Nr.

EP3731155

Aktenzeichen

EP19171036

Anmeldetag

25. April 2019

Veröffentlichung

17. September 2025

Erteilung

17. September 2025

Rechtsraum

EP

IPC

G06N5/02G06N20/00G06N3/04G06N7/00

Abstract

A computer-implemented method of training an artificial intelligence module (102) for selecting at least one component (502) of an industrial drive system (500) and an apparatus comprising a correspondingly trained Al module are described. The method comprises the step of providing (S1) an initial training data set comprising a set of rules, wherein each rule is indicative of a selection decision for selecting at least one component (502) of the industrial drive system (500) based on at least one usage requirement for the industrial drive system (500). Further, a modified training data set is generated based on supplementing the initial training data set with at least one further selection decision for selecting the at least one component (502) of the drive system (500) based on at least one of simulation data relating to a simulation of at least a part of the drive system, empiric data relating to a selection of the at least one component, and operational data indicative of at least one operational characteristic of at least one installed industrial drive system. Further, the Al module is trained based on the modified training data set.

Anmelder

Firma

ABB Schweiz AG

Land

🇨🇭 Schweiz

Fachgebiete