DocumentCode :
2965988
Title :
Applying fuzzy rule based to flexible routing problem in a flexible manufacturing system
Author :
Mahdavi, I. ; Azar, A. H Fekri Moghaddam ; Bagherpour, M.
Author_Institution :
Dept. of Ind. Eng., Mazandaran Univ. of Sci. & Technol., Babol, Iran
fYear :
2009
fDate :
8-11 Dec. 2009
Firstpage :
2358
Lastpage :
2364
Abstract :
Due to the fact that production planning in flexible manufacturing systems (FMS)-especially in dynamic environment- is complicated, in today´s competitive market, increasing accuracy of planning in such systems is highly desirable. In this paper, a fuzzy rule based approach is presented to investigate flexible routing in FMS as it is previously less focused in the literature. The objective is to find appropriate route due to jobs which should be operated on available machines in production line. The approach is to consider IF- Then rules based on real cases which may be actually occurred on the shop. After running fuzzy rule base system, appropriate route is therefore investigated. The approach is highly reliable for manufacturer who wishes to investigate proper flexible routing due to real situations in FMS environment. A numerical illustration also is given to demonstrate applicability of the proposed approach.
Keywords :
flexible manufacturing systems; fuzzy set theory; production planning; flexible manufacturing system; flexible routing problem; fuzzy rule; if-then rules; production planning; Dynamic scheduling; Electric breakdown; Flexible manufacturing systems; Fuzzy logic; Fuzzy systems; Job production systems; Job shop scheduling; Manufacturing industries; Production planning; Routing; Dynamic Environment; Flexible Manufacturing System; Flexible Routing; Fuzzy Rule Base; Production Planning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Engineering and Engineering Management, 2009. IEEM 2009. IEEE International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-4869-2
Electronic_ISBN :
978-1-4244-4870-8
Type :
conf
DOI :
10.1109/IEEM.2009.5373001
Filename :
5373001
Link To Document :
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