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:
Sep. 22, 2026

Filed:

Feb. 21, 2023
Applicant:

Abb Schweiz Ag, Baden, CH;

Inventors:

Arzam Muzaffar Kotriwala, Ladenburg, DE;

Benjamin Kloepper, Mannheim, DE;

Ido Amihai, Heppenheim, DE;

Taisuke Minagawa, Barcelona, ES;

Dominik Olschewski, Frankfurt am Main, DE;

Kai Merz, Wöllstadt, DE;

Assignee:

ABB Schweiz AG, Baden, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/906 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/906 (2019.01);
Abstract

A system and method for outlier detection based on process fingerprints from robot cycle data includes a data collection component, which is configured to collect cyclic data, wherein the cyclic data comprises multiple vectors each of which comprises data from one individual cycle of the robot cycle data; a data storage component, wherein which is configured to store the collected cyclic data; and a data processing component, which is configured to perform cloud processing of the stored cyclic data triggered by a cycle-start signal, wherein the data processing component is configured to parse the stored cyclic data and to process the stored cyclic data based on a configuration file defining metadata of the stored cyclic data, wherein the data processing component is configured extract process fingerprints from the stored cyclic data using the metadata.


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Kotriwala, Arzam. (2026). Outlier detection based on process fingerprints from robot cycle data (U.S. Patent No. 12743661). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12743661

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