Maschinelles Lernen zur Montage von Mechanischen Teilen

Details

Veröffentlichungs-Nr.

EP4715657

Anmeldetag

20. September 2024

Veröffentlichung

25. März 2026

Rechtsraum

EP

Abstract

The disclosure notably relates to a computer-implemented method of machine-learning for assembling mechanical parts, based on a mating score and a mating axis. The method comprises providing a dataset of pairs of B-Reps, each pair comprising at least one B-Rep representing an assembly of mechanical parts, being labelled with mating compatibility data and, if the B-Reps of the pair are compatible according to the mating compatibility data, mating axis compatibility data. The method also comprises training a neural network based on the dataset, configured for taking as input a pair of B-Reps. The neural network also outputs a mating score of a pair of single embeddings, each single embedding representing a B-Rep, the mating score representing a score of mating compatibility between the mechanical parts represented by the pair, and if the B-Reps are compatible according to the mating score, data defining a mating axis.

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Firma

Dassault Systèmes

Land

🇫🇷 Frankreich