Auf Automatisiertem Maschinellem Lernen Basierender Arbeitsablauf zur Zeitreihenvorhersage

Details

Veröffentlichungs-Nr.

EP4718195

Anmeldetag

19. September 2025

Veröffentlichung

1. April 2026

Rechtsraum

EP

IPC

G05B23/02, G06N20/00

Abstract

In an embodiment, workflow for timeseries forecasting may be performed based on automated machine learning. Sensor data for measurement parameter is received from plurality of sensors installed in built environment and the received sensor data is stored in table of relational database. Cut-off record associated with previous training checkpoint is determined of the forecasting model for the measurement parameter. Records including new records are determined for which respective timestamps occur after the measurement timestamp of cut-off record. Size of the determined records are compared with threshold size and training dataset is prepared. The forecasting model is trained on the training dataset based on the comparison.

Anmelder

Firmen

FUJITSU LIMITED
Archimedes Controls Corporation

Land

🇯🇵 Japan