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:
Dec. 10, 2024
Filed:
May. 27, 2022
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Jordan C. Reynolds, Austin, TX (US);
John J. Hagerbaumer, Mequon, WI (US);
Troy W. Mahr, Pleasant Prairie, WI (US);
Thomas K. Jacobsen, Wake Forest, NC (US);
Giancarlo Scaturchio, Pisa, IT;
Rockwell Automation Technologies, Inc., Mayfield Heights, OH (US);
Abstract
Various embodiments of the present technology generally relate to industrial automation environments. More specifically, embodiments include systems and methods to train machine learning systems to perform autonomous control in an industrial automation environment. In some examples, a data aggregation component receives operational data from Original Equipment Manufacturer (OEM) devices, identifies a device type for the operational data, and transfers the operational data for the device type to a machine learning interface component. The operational data characterizes the operations of the OEM devices. The interface component receives the operational data for the device type and generates feature vectors based on the operational data configured for ingestion by a machine learning model. The interface component transfers the feature vectors to a machine learning model. The interface component receives a training indication from the machine learning model that indicates an autonomous control output for the device type of the OEM devices.