Systems, apparatuses, methods, and computer program products for artificial intelligence and machine learning integration within a process simulation system
OwnerJohn Goodman, Kalyanasundaram Palavesh +3inventors
InventorsJohn Goodman, Kalyanasundaram Palavesh, Mahboubeh Hejazibakhsh, Vijayamahantesh Karpurmath, Abhishek Manohar Pednekar
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Abstract
Embodiments of the disclosure provide for intelligent model integration within a process simulation system. Some embodiments receive data associated with the operation of a plant, determine, using at least one specially configured algorithm and based on the received data, at least one qualifying dataset determined qualified to train an intelligent model, train the intelligent model using the at least one qualifying dataset, and deploy the trained intelligent model for use.
Claims20
A computer-implemented method integrating an intelligent model within a process simulation system, the computer-implemented method comprising:
- receiving data associated with the operation of a plant;
- determining, using at least one specially configured algorithm and based on the received data, at least one qualifying dataset determined qualified to train an intelligent model;
- training the intelligent model using the at least one qualifying dataset;
- and
- deploying the trained intelligent model for use.
An apparatus integrating an intelligent mode within a process simulation system, the apparatus comprising at least one processor and at least one non-transitory memory comprising program code stored thereon, wherein the at least one non-transitory memory and the program code are configured to, with the at least one processor, cause the apparatus to at least:
- receive data associated with the operation of a plant;
- determine, using at least one specially configured algorithm and based on the received data, at least one qualifying dataset determined qualified to train an intelligent model;
- train the intelligent model using the at least one qualifying dataset;
- and
- deploy the trained intelligent model for use.
A computer program product integrating an intelligent model within a process simulation system, the computer program product comprising at least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising an executable portion configured to:
- receive data associated with the operation of a plant;
- determine, using at least one specially configured algorithm and based on the received data, at least one qualifying dataset determined qualified to train an intelligent model;
- train the intelligent model using the at least one qualifying dataset;
- and
- deploy the trained intelligent model for use.
Dependencies are inferred from the claim text.