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 :
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