System design based on process flow diagram information extraction and generative models
AssigneeNovity, Inc.
InventorsIon Matei, Leora Morgenstern, Kai Frank Goebel, Johan de Kleer
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Abstract
One embodiment provides a method and a system for automated design of a physical system. During operation, the design system obtains qualitative and quantitative design requirements associated with the physical system and inputs the qualitative design requirements to a trained machine-learning model to generate a topology of the physical system. The topology specifies a number of components and connections among the components. The design system then determines parameters of the components based on the quantitative design requirements.
Claims20
A computer-implemented method for automated design of a physical system, the method comprising:
- obtaining qualitative and quantitative design requirements associated with the physical system;
- inputting the qualitative design requirements to a trained machine-learning model to generate a topology of the physical system, wherein the topology specifies a number of components and connections among the components;
- and
- determining parameters of the components based on the quantitative design requirements.
A computer system for automated design of a physical system, the computer system comprising:
- a processor;
- and
- a storage device coupled to the processor and storing instructions, which when executed by the processor cause the processor to perform a method, the method comprising:
- obtaining qualitative and quantitative design requirements associated with the physical system;
- inputting the qualitative design requirements to a trained machine-learning model to generate a topology of the physical system, wherein the topology specifies a number of components and connections among the components;
- and
- determining parameters of the components based on the quantitative design requirements.
Dependencies are inferred from the claim text.