Patent ID: 11972380
Assignee: WORXIMITY TECHNOLOGIES INC
Field: Measurement (Instruments)
Classification: CPC G | IPC G

Claim 20:
21. A non-transitory computer program product comprising instructions executable by a processing unit of a computing device, the execution of the instructions by the processing unit providing for using machine learning to optimize operations of a processing chain by:
storing a predictive model in a memory of the computing device;
collecting data representative of characteristics of a product processed by the processing chain, at least some of the collected data being received via at least one communication interface of the computing device from one or more sensor monitoring operations of the processing chain;
determining at least one product characteristic value based on the collected data;
collect additional data, the additional data comprising at least one target yield, each target yield being defined for one of the processing chain or a processing appliance of the processing chain;
executing a machine learning inference engine, the machine learning inference engine using the predictive model for inferring one or more output based on inputs, the inputs comprising the at least one product characteristic value and the at least one target yield, the one or more output comprising one or more command for controlling at least one processing appliance of the processing chain; and
transmitting via the at least one communication interface of the computing device the one or more command to the at least one processing appliance of the processing chain.