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:
Jul. 07, 2026

Filed:

Apr. 07, 2023
Applicant:

Zf Friedrichshafen Ag, Friedrichshafen, DE;

Inventors:

Nicolas Thewes, Saarbrücken, DE;

Georg Schneider, Urbar, DE;

Assignee:

ZF Friedrichshafen AG, Friedrichshafen, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/0455 (2023.01); G06N 3/08 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06N 3/0455 (2023.01); G06N 3/084 (2013.01);
Abstract

A system for rendering an explanation output for users regarding an anomaly predicted by an anomaly detection module on the basis of high frequency sensor data or values derived therefrom in an industrial production process, wherein the anomaly detection module predicts the anomalies when the anomaly detection module classifies sensor data or ranges of sensor data that describe a state of a machine, a component, and/or a product of the production process as different from the data that are normally expected, wherein the system is configured to send an optimized explanation mask as a rendering of the explanation output for a user, wherein the user can identify which sensor data, ranges of sensor data, or values derived therefrom are responsible for the anomaly predicted by the anomaly detection module based on the optimized explanation mask.


Find Patent Forward Citations

Thewes, Nicolas. (2026). Artificial intelligence-based anomaly detection and prediction (U.S. Patent No. 12675671). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12675671

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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