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:
Nov. 25, 2025

Filed:

Aug. 03, 2021
Applicant:

Siemens Aktiengesellschaft, Munich, DE;

Inventor:

Daniela Oelke, Offenburg, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); G06F 16/906 (2019.01);
U.S. Cl.
CPC ...
G05B 23/024 (2013.01); G06F 16/906 (2019.01);
Abstract

A monitoring device for detecting anomalies on the basis of sensor data determined over time is provided, including an input interface to receive a new sensor data point, an analysis unit to determine a minimum reachability distance for the new sensor data point with respect to a selection of adjacent training data points and to determine a minimum position for the new sensor data point in a reachability diagram, to insert the new sensor data point in the reachability diagram after the minimum position and before the training data point having a greater reachability distance than the determined minimum reachability distance, to assign the new sensor data point to a particular cluster and to assign a status as normal or abnormal, and an output interface to output the assignment determined for the new sensor data point as the result of the anomaly detection.


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