Patent ID: 11886152
Assignee: ROCKWELL AUTOMATION TECHNOLOGIES, INC.
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 7:
8. A method, comprising:
receiving, via one or more processors, a first operational parameter for one or more automation devices, wherein the one or more automation devices are configured to implement control logic generated based on a decision tree;
receiving, via the one or more processors, a classification output by the decision tree corresponding to an expected operating condition of the one or more automation devices based on the first operational parameter;
determining, via the one or more processors, a constraint indicating a threshold range of operational parameters based on the classification output;
determining, via the one or more processors, the classification output is an anomalous classification output based on the threshold range of the operational parameters;
generating, via the one or more processors, an updated decision tree based on the constraint by modifying a portion of the decision tree such that the updated decision tree is configured to link the first operational parameter to an alternative classification output;
generating, via the one or more processors, updated control logic for the one or more automation devices based on the updated decision tree; and
sending, via the one or more processors, a control signal based on the updated control logic to the one or more automation devices, wherein the one or more automation devices adjust one or more operations based on the control signal such that the operational parameters are within the threshold range.