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.
Patent No.:
Date of Patent:
Jun. 13, 2023
Filed:
Sep. 14, 2022
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Francisco P. Maturana, Lyndhurst, OH (US);
Gregory J. Vance, Cleveland, OH (US);
Mikica Cvijetinovic, Cleveland, OH (US);
Braun C. Brennecke, Pittsburgh, PA (US);
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Abstract
A monitor provides run time monitoring of the input values to a signature analyzer having a machine-learning engine to compare statistics measuring the domain of those input values to the domain of input values used in the training set of the machine-learning engine. This comparison yields an indication of whether retraining of the machine-learning engine is required without analysis of the output of the machine-learning engine algorithm or the need for errors to become manifest.