Title :
Common design structure discovery from CAD models
Author :
Ma, Lujie ; Huang, Zhengdong ; Wang, Yanwei
Author_Institution :
CAD Center, Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
This paper presents a method to solve the problem of common design structure discovery from a large number of CAD models. First, a CAD model is transformed into a face adjacency graph (FAG) and each node of FAG is mapped to a point in two-dimensional plane after representing face shape information with two coordinates. So the shapes of models are directly compared through the point coordinates of FAGs´ nodes. Thus, the common design structures are just the frequent appearing subgraphs of FAGs. Second, we develop an algorithm to discovery frequent subgraphs of FAGs. The main steps of the algorithm include: (1) frequent candidate subgraph generation based on merging of last discovered frequent subgraphs; (2)subgraph matching with graph descriptive code. The experiment shows a reasonable result of the discovered common design structures with our approach.
Keywords :
CAD; computational geometry; data mining; engineering graphics; graph theory; merging; pattern matching; solid modelling; structural engineering computing; 3D CAD model; CDSD; FAG; common design structure discovery; computer-aided design; engineering structure; face adjacency graph; frequent candidate subgraph generation; frequent subgraph discovery algorithm; frequent subgraph merging; graph descriptive code; knowledge discovery; mechanical design; subgraph matching; two-dimensional plane; Data compression; Design automation; Design engineering; Frequency; Information analysis; Information retrieval; Libraries; Mathematical model; Merging; Shape;
Conference_Titel :
Computer-Aided Design and Computer Graphics, 2009. CAD/Graphics '09. 11th IEEE International Conference on
Conference_Location :
Huangshan
Print_ISBN :
978-1-4244-3699-6
Electronic_ISBN :
978-1-4244-3701-6
DOI :
10.1109/CADCG.2009.5246877