Apparatuses, computer-implemented methods, and computer program products for improved multi-modal optimization for particular control schemes

An apparatus comprising:

• at least one processor;
• and
• at least one memory storing instructions that, when executed by the at least one processor, cause the apparatus to:
• generate default operating condition data associated with a first timestamp interval,
• wherein the default operating condition data represents a first value associated with a first operational mode of a processing unit of a processing plant;
• identify first operating condition data associated with a second timestamp interval, wherein the second timestamp interval comprises a subinterval of the first timestamp interval,
• wherein the first operating condition data represents the first value associated with the first operational mode of the processing unit;
• generate intermediary operating condition data by at least subtracting the first operating condition data from the default operating condition data;
• identify second operating condition data associated with a third timestamp interval, wherein the third timestamp interval comprises at least a first subinterval of the second timestamp interval,
• wherein the second operating condition data represents a second value associated with a second operational mode of the processing unit;
• generate adjusted operating condition data representing a mode schedule by at least adding the second operating condition data to the intermediary operating condition data;
• generate adjusted optimization data based at least in part on the adjusted operating condition data as a corrective offset to default optimization data that is generated based at least in part on the default operating condition data;
• and
• control the processing unit in accordance with the mode schedule using the adjusted optimization data.

A computer program product comprising at least one non-transitory computer-readable storage medium, the at least one non-transitory computer-readable storage medium including instructions that when executed by at least one processor, cause the at least one processor to:

• generate default operating condition data associated with a first timestamp interval,
• wherein the default operating condition data represents a first value associated with a first operational mode of a processing unit of a processing plant;
• identify first operating condition data associated with a second timestamp interval, wherein the second timestamp interval comprises a subinterval of the first timestamp interval,
• wherein the first operating condition data represents the first value associated with the first operational mode of the processing unit;
• generate intermediary operating condition data by at least subtracting the first operating condition data from the default operating condition data;
• identify second operating condition data associated with a third timestamp interval, wherein the third timestamp interval comprises at least a first subinterval of the second timestamp interval,
• wherein the second operating condition data represents a second value associated with a second operational mode of the processing unit;
• generate adjusted operating condition data representing a mode schedule by at least adding the second operating condition data to the intermediary operating condition data;
• generate adjusted optimization data based at least in part on the adjusted operating condition data as a corrective offset to default optimization data that is generated based at least in part on the default operating condition data;
• and
• control the processing unit in accordance with the mode schedule using the adjusted optimization data.