Patent ID: 11906947
Assignee: ROCKWELL AUTOMATION TECHNOLOGIES, INC.
Field: Control (Instruments)
Classification: CPC G  H  Y | IPC G  H

Claim 15:
16. A method to facilitate synchronization of industrial assets in an industrial automation environment, the method comprising:
receiving time-series industrial process data associated with a plurality of process subsystems of an industrial automation process;
feeding the time-series industrial process data into a machine learning model associated with the industrial automation process to dynamically generate a process duration prediction for at least one first industrial asset associated with a first one of the process subsystems wherein generating the process duration prediction includes:
estimating performance degradation of the at least one first industrial asset associated with the first one of the process subsystems based on a duration of time elapsed since a last maintenance event of the first one of the process subsystems;
generating the process duration prediction for the at least one first industrial asset associated with the first one of the process subsystems based on the estimated performance degradation of the at least one first industrial asset

responsively determine an updated set point for at least one second industrial asset associated with a second one of the process subsystems based on the process duration prediction for the at least one first industrial asset associated with the first one of the process subsystems; and
providing the updated set point for the at least one second industrial asset associated with the second one of the process subsystems to an industrial controller associated with the second one of the process subsystems, wherein the industrial controller applies the updated set point for the at least one second industrial asset associated with the second one of the process subsystems.