DocumentCode
2842408
Title
Formation of a New Manufacturing Resource Model Based on Virtual Manufacturing Cell
Author
Guo Ning ; Jin Tian-guo ; Liu Wen-jian
Author_Institution
Sch. of Mechatron. Eng., Harbin Inst. of Technol., Harbin, China
fYear
2009
fDate
11-13 Dec. 2009
Firstpage
1
Lastpage
4
Abstract
In order to reduce the time and cost of reconfiguration of manufacturing system, a new manufacturing resources organization model based virtual manufacturing cell (VMC) is introduced, So that the procedure of part task distribution and scheduling is simplified and the quality of the scheduling is improved. Then, the procedure of VMC formation is divided into two phases: resource selection and resource cluster. Finally, to solve the resource selection problem, a multi-objective cooperative co-evolutionary algorithm (MOCCEA) is employed and a multi-objective optimization problem model is constructed, An instance has shown that the algorithm possessed good prospects of application in resource selection for VMC formation.
Keywords
evolutionary computation; optimisation; production control; scheduling; virtual manufacturing; manufacturing resources organization model; manufacturing system; multiobjective cooperative co-evolutionary algorithm; multiobjective optimization problem model; scheduling; task distribution; virtual manufacturing cell; Clustering algorithms; Costs; Cutting tools; Databases; Job shop scheduling; Manufacturing processes; Manufacturing systems; Mechatronics; Production; Virtual manufacturing;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-4507-3
Electronic_ISBN
978-1-4244-4507-3
Type
conf
DOI
10.1109/CISE.2009.5364854
Filename
5364854
Link To Document