Probabilistic modeling system for product design
First Claim
1. A method for designing a product, comprising:
- obtaining data records relating to one or more input variables and one or more output parameters associated with the product;
pre-processing the data records based on characteristics of the input variables;
selecting one or more input parameters from the one or more input variables;
generating a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records;
providing a set of constraints to the computational model representative of a compliance state for the product; and
using the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters and the one or more output parameters, wherein the one or more input parameters and the one or more output parameters represent a design for the product.
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Abstract
A method is provided for designing a product. The method may include obtaining data records relating to one or more input variables and one or more output parameters associated with the product; and pre-processing the data records based on characteristics of the input variables. The method may also include selecting one or more input parameters from the one or more input variables; and generating a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records. Further, the method may include providing a set of constraints to the computational model representative of a compliance state for the product; and using the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters and the one or more output parameters, wherein the one or more input parameters and the one or more output parameters represent a design for the product.
113 Citations
20 Claims
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1. A method for designing a product, comprising:
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obtaining data records relating to one or more input variables and one or more output parameters associated with the product; pre-processing the data records based on characteristics of the input variables; selecting one or more input parameters from the one or more input variables; generating a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records; providing a set of constraints to the computational model representative of a compliance state for the product; and using the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters and the one or more output parameters, wherein the one or more input parameters and the one or more output parameters represent a design for the product. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
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11. A computer readable medium including a set of instructions for enabling a processor to:
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obtain data records relating to one or more input variables and one or more output parameters associated with the product; pre-process the data records based on characteristics of the input variables; select one or more input parameters from the one or more input variables; generate a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records; provide a set of constraints to the computational model representative of a compliance state for the product; and use the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters and the one or more output parameters, wherein the one or more input parameters and the one or more output parameters represent a design for the product. - View Dependent Claims (12, 13, 14, 15)
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16. A computer-based product design system, comprising:
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a database containing data records relating one or more input variables and one or more output parameters associated with a product to be designed; and a processor configured to; obtain the data records relating to the one or more input variables and the one or more output parameters associated with the product; pre-process the data records based on characteristics of the input variables; select one or more input parameters from the one or more input variables; generate a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records; provide a set of constraints to the computational model representative of a compliance state for the product; and use the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters and the one or more output parameters, wherein the one or more input parameters and the one or more output parameters represent a design for the product. - View Dependent Claims (17, 18, 19, 20)
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Specification