TUNING MODEL STRUCTURES OF DYNAMIC SYSTEMS

Patent №

US 9,645,563

Granted

2017-05-09

Filed 2012

Owner

HONEYWELL INTERNATIONAL INC.

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13599712

Tuning model structures of dynamic systems are described herein. One method for tuning model structures of a dynamic system includes predicting a variable for each of a number of models associated with a number of model structures of a dynamic system, calculating a rate of error of the predicted variable for each of the number of models compared to an observed variable, determining a best model structure among the number of model structures based on the calculated rate of error, and creating a revised model structure using the best model structure to tune the number of model structures of the dynamic system.

Machine learningKnowledge representationPlanningEvolutionary computationAI hardwareF24F 11/46F24F 11/30F24F 11/58F24F 11/62F24F 11/64G05B 13/027G05B 13/0275G05B 13/028+8 more

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Evolutionary computation0.97
Knowledge representation0.73
Vision0.04
Natural language0.00
Speech0.00

Ownership

HONEYWELL INTERNATIONAL INC.

assignment · 315820669

Assignors

MACEK, KAREL, MARIK, KAREL

On an employer assignment, the assignors are typically the inventors.

From the same owner

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