Patent ID: 11868098
Assignee: PHAIDRA, INC.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 26:
27. A system comprising:
one or more data processing apparatus programmed to perform operations comprising:
generating at least one query for one or more key performance indicator (KPI) associated with an industrial process;
displaying, at a user interface, the at least one query for the KPI associated with the industrial process;
receiving, at the user interface, a first user input comprising the KPI associated with the industrial process;
generating, based on the KPI, at least one query for information associated with the KPI;
displaying, at the user interface, the at least one query for information associated with the KPI;
receiving, at the user interface, a second user input comprising a response to the at least one query for information associated with the KPI;
receiving a mapping between a semantic element of an objective function and an equipment data stream from a set of equipment of the industrial process;
constantly receiving the equipment data stream for the set of equipment, the equipment data stream comprising a set of chiller parameters;
iteratively training, based on the response, the mapping, and the equipment data stream, an artificial intelligence agent to predict a future state of the industrial process, wherein such iterative training improves an accuracy of the artificial intelligence agent;
iteratively determining, by the artificial intelligence agent, a plan for optimizing the KPI based on the predicted future state of the industrial process, wherein the plan comprises a set of recommended actions, wherein the set of recommended actions comprises a set of chiller actions, wherein the artificial intelligence agent comprises at least one of: a reinforcement learning agent, a neural network model, or a neural network model and search algorithm, and
controlling the set of equipment of the industrial process based on the plan, comprising selectively activating or deactivating a chiller based on the set of chiller actions.