Apparatus for and method of predictive adaptation of data parameters
AssigneeArcher Roose, Inc.
InventorsJan Kotowksi-Chang, Marian Leitner
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Abstract
An apparatus for and method of predictive adaptation of data parameters. The apparatus includes at least a processor, and a memory configuring the at least a processor to receive liquid data, receive facility data at a first sampling rate, identify at least a mechanical variability, generate an interaction profile, and determine a compatibility score as a function of the interaction profile. The processor is additionally configured to generate an adjustment profile as a function of the compatibility score and the at least a mechanical variability, modify the first sampling rate to a second sampling rate as a function of the adjustment profile, and generate a graphical user interface including the adjustment profile.
Claims20
An apparatus for predictive adaptation of data parameters, the apparatus comprising:
- at least a processor;
- and
- a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
- receive liquid data comprising one or more liquid parameters associated with a liquid formulation and an associated parameter range;
- receive, from one or more physical sensors of a facility, facility data at a first sampling rate, wherein the facility data comprises one or more facility parameters;
- identify at least a mechanical variability as a function of the one or more facility parameters and reference data;
- generate an interaction profile between the one or more liquid parameters and the one or more facility parameters;
- determine a compatibility score as a function of the interaction profile;
- generate an adjustment profile as a function of the compatibility score and the at least a mechanical variability, wherein generating the adjustment profile comprises:
- in response to the compatibility score being lower than a compatibility threshold, generating at least an adjusted liquid parameter of the adjustment profile as a function of the at least a mechanical variability;
- and
- in response to the at least an adjusted liquid parameter exceeding the parameter range, generating at least an adjusted facility parameter of the adjustment profile as a function of the one or more liquid parameters;
- control operation of the one or more physical sensors to modify the first sampling rate to a second sampling rate as a function of the adjustment profile, wherein the adjustment profile is configured to control at least one of:
- a liquid parameter of the liquid formulation;
- or
- a facility operating parameter;
- and
- generate a graphical user interface comprising the adjustment profile.
A method of predictive adaptation of data parameters, the method comprising:
- receiving, using at least a processor, liquid data comprising one or more liquid parameters associated with a liquid formulation and an associated parameter range;
- receiving, using the at least a processor and from one or more physical sensors of a facility, facility data at a first sampling rate, wherein the facility data comprises one or more facility parameters;
- identifying, using the at least a processor, at least a mechanical variability as a function of the one or more facility parameters and reference data;
- generating, using the at least a processor, an interaction profile between the one or more liquid parameters and the one or more facility parameters;
- determining, using the at least a processor, a compatibility score as a function of the interaction profile;
- generating, using the at least a processor, an adjustment profile as a function of the compatibility score and the at least a mechanical variability, wherein generating the adjustment profile comprises:
- in response to the compatibility score being lower than a compatibility threshold, generating at least an adjusted liquid parameter of the adjustment profile as a function of the at least a mechanical variability;
- and
- in response to the at least an adjusted liquid parameter exceeding the parameter range, generating at least an adjusted facility parameter of the adjustment profile as a function of the one or more liquid parameters;
- controlling, using the at least a processor, operation of the one or more physical sensors to modify the first sampling rate to a second sampling rate as a function of the adjustment profile, wherein the adjustment profile is configured to control at least one of:
- a liquid parameter of the liquid formulation;
- or
- a facility operating parameter;
- and
- generating, using the at least a processor, a graphical user interface comprising the adjustment profile.
Dependencies are inferred from the claim text.