Case-Based Reasoning System for Bearing Design

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Presentation transcript:

Case-Based Reasoning System for Bearing Design Part 2. Knowledge Representation 11/13/2018 Case Definition Index Definition Modification/Preprocess Definition Global Adapting Rule Definition See examples

Case Definition Build case model, all the cases can be instantiated from this model Build domain ontologies Define features which can represent domain knowledge Keywords: case definition is , type is , field Keywords: weight is (important features) See examples

Index Definition To identify/specify index features To facilitate building discrimination feature network To facilitate index searching algorithm Keyword: index definition is , index on See examples

Modification/Preprocessing Definition Preprocessing: rules used to alter “use abnormal case” Modification: Specify similar symbols or numbers Specify symbols as abstractions of others Keywords: modification definition is , abstraction is , similar range …to … , field Keywords: preprocess rule definition is See examples

Global Adapting Rule Definition Build adapting rules to modify solution retrieved from case-base to fit current problem Rules are derived from domain knowledge, formula and constraints among design parameters Keywords: repair rule definition is , repair rule , when , then , repair See examples

Case Instance Definition Represent design experiences which form Case-Base Define local rules to adjust between problem definition and solution Keywords: case instance , solution is , local field definition , local repair rule definition , repair rule See examples

Global Adapt Rule Definition Delete sample document icons and replace with working document icons as follows: From Insert Menu, select Object... Click “Create from File” Locate File name in “File” box Make sure “Display as Icon” is checked Click OK Select icon From Slide Show Menu, Select “Action Settings” Click “Object Action” and select “Edit” Examples Case Definition Index Definition Modification Global Adapt Rule Definition Case Instances