DocumentCode :
272467
Title :
An approach for Assembly Sequence Planning based on Max-Min Ant System
Author :
Díaz, M. ; Lombera, H. ; Martínez, E. ; Garza, R.
Author_Institution :
Univ. de las Cienc. Informaticas, Havana, Cuba
Volume :
13
Issue :
4
fYear :
2015
fDate :
Apr-15
Firstpage :
907
Lastpage :
912
Abstract :
This paper presents an approach for assembly sequence planning based on Max-Min Ant System. The research proposes a metaheuristic for minimizing the number of reorientation and tool changes, to decrease the total operations during an assembly process. The work considers six possible assembly operations along the positive and negatives axes. To guarantee the validity and feasibility of sequences a disassembly matrix is used in the proposal. It is also used to construct dynamically the disassembly completed graph of the problem and for saving memory in its representation. The main contribution of this paper is the resolution of the problem by the Max-Min Ant System considering four constraints: number of reorientations, tool changes, precedence and geometric constraints. The approach performance is verified through case studies, most reported in literature. As fundamental conclusion we drew that the tool change constraint can be addressed in the proposed metaheuristic by including it in the probabilistic rule.
Keywords :
ant colony optimisation; assembly planning; matrix algebra; minimax techniques; assembly operations; assembly process; assembly sequence planning; disassembly completed graph; disassembly matrix; geometric constraint; max-min Ant system; metaheuristic; precedence constraint; probabilistic rule; reorientation number minimization; tool change minimization; Assembly; Corona; Planning; Probabilistic logic; Proposals; Silicon; Silicon compounds; Assembly sequence planning; Max-Min Ant System; Metaheuristic; Reorientations; Tool changes;
fLanguage :
English
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher :
ieee
ISSN :
1548-0992
Type :
jour
DOI :
10.1109/TLA.2015.7106336
Filename :
7106336
Link To Document :
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