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. 13, 2025

Filed:

Apr. 29, 2021
Applicant:

Maschinenfabrik Rieter Ag, Winterthur, CH;

Inventors:

Selwyn Von Grünigen, Zürich, CH;

David Gehring, Henggart, CH;

Nitin T. Patil, Winterthur, CH;

Assignee:

Maschinenfabrik Rieter AG, Winterthur, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); D01H 13/14 (2006.01); G06N 5/022 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); D01H 13/14 (2013.01); G06N 20/00 (2019.01);
Abstract

An electronic device and associated method are used to detect a fault in a spinning mill and to estimate one or more sources of the fault, the spinning mill including a plurality of textile machines that sequentially process textile materials. With the electronic device, the method receives parameter information of one or more of the textile machines and of one or more of the textile materials. The electronic device detects faults and location of the faults by identifying parameter information of the textile materials deviating from reference information. The electronic device is used to access configuration information of the textile machines and knowledge-based information related to possible sources of faults in the spinning mill. The method incudes using the electronic device to apply parameter information, configuration information, and knowledge-based information to one or more machine-learning algorithms to estimate the sources of the faults.


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