The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 27, 2025

Filed:

May. 10, 2023
Applicant:

Rohde & Schwarz Gmbh & Co. KG, Munich, DE;

Inventors:

Hendrik Bartko, Unterhaching, DE;

Thomas Dier, Singapore, SG;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 31/00 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G01R 31/002 (2013.01); G06N 20/00 (2019.01);
Abstract

A device for early warning of a device under test (DUT) failure during an electromagnetic susceptibility (EMS) test is provided. The device is configured to gradually increase perturbation of a DUT during the EMS test. The device is further configured to receive a monitoring result from the DUT being exposed to the increased perturbation, and to determine, by a machine learning (ML) model evaluating the monitoring result, a probability value of the monitoring result corresponding to a faultless operation mode of the DUT. The ML model was trained based on monitoring results obtained during undisturbed operation of the DUT.


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