Title :
Application of KDD in Mechanical Structure Symmetry Design
Author :
Feng Pei-En ; Ma Zhi-yong ; Qiu Qing-Ying ; Shen Men-Hong ; Zhang Jian
Author_Institution :
State Key Lab. CAD & CG, Zhejiang Univ., Hangzhou, China
Abstract :
KDD was applied to the knowledge mining of mechanical structure symmetry design, and a KDD process was established. The models and relational database tables of structure design knowledge and symmetric samples according with KDD technology were set up, and then the technologies of OLAP and associating analysis were applied to obtain bidirectional mapping relationship between structure symmetries and principles of structure design or rules of structure design, which can direct how the symmetry may be applied to mechanical structure design.
Keywords :
CAD; data mining; relational databases; structural engineering computing; KDD technology; OLAP; knowledge discovery databases; knowledge mining; mechanical structure; relational database; symmetry design; Bills of materials; Data analysis; Data mining; Fuzzy systems; Mechanical systems; Mirrors; Pattern analysis; Product design; Relational databases; Technological innovation;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.119