Invention Application
- Patent Title: INDUSTRIAL CONTROL SYSTEM WITH PREDICTIVE MACHINE LEARNING MODULE
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Application No.: US16989590Application Date: 2020-08-10
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Publication No.: US20210072738A1Publication Date: 2021-03-11
- Inventor: Eugene Mourzine , Alexander B. Smith , Jonathan M. Wise , Olivia M. Leslie , Samuel L. Massari , Jonathan D. Walter
- Applicant: Rockwell Automation Technologies, Inc.
- Applicant Address: US OH Mayfield Heights
- Assignee: Rockwell Automation Technologies, Inc.
- Current Assignee: Rockwell Automation Technologies, Inc.
- Current Assignee Address: US OH Mayfield Heights
- Main IPC: G05B19/418
- IPC: G05B19/418 ; G06N5/04 ; G05B19/042

Abstract:
An industrial controller within an industrial automation environment is provided. The industrial controller includes a programming logic controller, configured to control an industrial device, and a predictive module, coupled with the programming logic controller. The predictive module is configured to receive configuration data from the programming logic controller, create a user-defined controller tag, and transfer the user-defined controller tag to the programming logic controller. The predictive module is also configured to receive operational data from the programming logic controller, and calculate operation monitoring data and value estimation data based on the operational data. The predictive module is further configured to write the operation monitoring data and value estimation data to the user-defined controller tag.
Public/Granted literature
- US11347211B2 Industrial control system with predictive machine learning module Public/Granted day:2022-05-31
Information query
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