DocumentCode
533207
Title
Process planning knowledge discovery in the process database
Author
Liu, Shunuan ; Tian, Xitian ; Zhang, Zhenming
Author_Institution
Sch. of Mechatron., Nortwestern Polytech. Univ., Xi´´an, China
Volume
11
fYear
2010
fDate
22-24 Oct. 2010
Abstract
With the deep application of Computer Aided Process Planning (CAPP), a wealth of process data has been accumulated in the manufacturing enterprises. To capture the inheritable experience and knowledge about the process planning from the data, this paper presents the technology of the process knowledge discovery in the process database. After analyzing the process planning knowledge discovery flow, the key technologies are expounded, including the process data treatment technology, the process data mining technology, the process pattern evaluation technology are discussed respectively. Finally, the process planning knowledge discovery system is designed. The structure and function of this system are introduced.
Keywords
computer aided manufacturing; computer aided production planning; data mining; database management systems; industrial economics; process planning; computer aided process planning; data mining technology; manufacturing enterprises; process data treatment technology; process database; process pattern evaluation technology; process planning knowledge discovery; Classification algorithms; Computers; Data mining; Data models; Databases; Manufacturing; Process planning; Data mining; Process Data Extraction; Process planning knowledge; knowledge discovery in database(KDD); process pattern evaluation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5623186
Filename
5623186
Link To Document