Verfahren und System zum Trainieren mindestens eines Maschinenlernmodells zur Schätzung der Immission von Partikeln an mindestens einem Standort

Details

Veröffentlichungs-Nr.

EP4730223

Anmeldetag

21. Oktober 2024

Veröffentlichung

22. April 2026

Rechtsraum

EP

IPC

G06Q10/04, G06Q50/26

Abstract

Method for training at least one machine learning model, comprising: defining emission locations and immission locations; in each of the emission locations measuring whether there is emission of particles; in each of the immission locations measuring whether there is immission of the particles; registering meteorological conditions occurring at each of the emission locations; for each combination of anyone of the immission locations and anyone of the emission locations forming a corresponding training dataset using data related to the meteorological conditions and the measurements taken at the emission and immission locations of the corresponding combination; for each of the generated datasets training via computing means a corresponding machine learning model using the corresponding training dataset, wherein each of the machine learning models is configured to provide as output an estimation of whether there is immission of the particles at the corresponding immission location. Also, a system.

Anmelder

Firma

Fundación Tecnalia Research & Innovation

Land

🇪🇸 Spanien

Fachgebiete