Invention Grant
- Patent Title: Probabilistic modeling system for product design
- Patent Title (中): 产品设计概率建模系统
-
Application No.: US11826614Application Date: 2007-07-17
-
Publication No.: US07831416B2Publication Date: 2010-11-09
- Inventor: Anthony J. Grichnik , Michael Seskin , Amit Jayachandran
- Applicant: Anthony J. Grichnik , Michael Seskin , Amit Jayachandran
- Applicant Address: US IL Peoria
- Assignee: Caterpillar Inc
- Current Assignee: Caterpillar Inc
- Current Assignee Address: US IL Peoria
- Agency: Finnegan, Henderson, Farabow, Garrett & Dunner LLC
- Main IPC: G06F17/50
- IPC: G06F17/50

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.
Public/Granted literature
- US20090024367A1 Probabilistic modeling system for product design Public/Granted day:2009-01-22
Information query