Automatisierte Überwachung eines Antriebssystems

Details

Veröffentlichungs-Nr.

EP4718193

Anmeldetag

26. September 2024

Veröffentlichung

1. April 2026

Rechtsraum

EP

IPC

(KLOEPPER BENJAMIN et al.)(SIEMENS AG et al.)

Abstract

A, preferably computer-implemented, method of monitoring a component (1, 2, 3, 5) of a drive system (4), preferably by an informed anomaly detection model, comprising the steps of: inputting one or more input values of variables representing an operation of at least one component and/or component data (D1) of the drive system (4) into an anomaly detection model (A1, A2, A3), preferably obtained from a sensor signal of one or more sensors attached to the drive system and/or component data, varying one or more model parameters of the anomaly detection model (A1, A2, A3), preferably one or more model parameter values representing one or more operating states and/or one or more load states of the drive system (4), determining a robustness indicator (RO), indicating a robustness of the anomaly detection model for detecting and/or predicting an anomaly in the operation of the drive system (4) when the model parameters are varied.

Anmelder

Firma

Siemens Aktiengesellschaft

Land

🇩🇪 Deutschland