DocumentCode
560422
Title
Planning process families with a knowledge-based system
Author
Zhang, Linda ; Xu, Qianli ; Shou, Yongyi
Author_Institution
Dept. of Manage., IESEG Sch. of Manage., Lille, France
fYear
2011
fDate
6-9 Dec. 2011
Firstpage
1815
Lastpage
1820
Abstract
Given the finite manufacturing resources available on a shop floor, process family planning has been well recognized as an effective means of achieving product family production efficiency. In view of the fundamental issues in process family planning and the potential of knowledge-based systems (KBSs) in solving complex problems, in this paper, we put forward a prototypical KBS to support process family planning by automatically generating production processes. The XML-based knowledge representation is adopted to alleviate the difficulties in modeling complex product and process family data and planning knowledge. To cope with constraint handling, a mechanism is designed to facilitate the generation of production rules, which model various planning constraints. Planning production processes for a truck family is used to demonstrate the potential of the prototypical KBS.
Keywords
constraint handling; knowledge based systems; knowledge representation; manufacturing data processing; process planning; road vehicles; XML-based knowledge representation; constraint handling; knowledge-based system; manufacturing resource; process family planning; product family production; truck family; Data models; Data visualization; Databases; Engines; Planning; Production; XML; Petri nets; Product family; knowledge-based systems; process family;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Engineering and Engineering Management (IEEM), 2011 IEEE International Conference on
Conference_Location
Singapore
ISSN
2157-3611
Print_ISBN
978-1-4577-0740-7
Electronic_ISBN
2157-3611
Type
conf
DOI
10.1109/IEEM.2011.6118229
Filename
6118229
Link To Document