DocumentCode :
3576696
Title :
A simulation based system for manufacturing process optimisation
Author :
Ismail, H.S. ; Wang, L. ; Poolton, J.
Author_Institution :
Int. Bus. Sch. Suzhou, Xian Jiaotong-Liverpool Univ., Suzhou, China
fYear :
2014
Firstpage :
963
Lastpage :
967
Abstract :
Simulation models have been extensively used in manufacturing to enhance the design, planning and decision making processes. However, the tendency has been to use simulation in one-off applications, often at the start of a project and not take account of inherent process changes over time. This has inhibited their contribution as a realtime decision make tool. This paper describes how simulation is used as a component of an integrated optimisation platform to support real-time decision making in a highly variable manufacturing process environment where outputs are stochastic. The paper follows by proposing an integrated framework for addressing issues of process variability in simulation based systems.
Keywords :
manufacturing systems; optimisation; production engineering computing; stochastic processes; integrated optimisation platform; manufacturing process optimisation; real-time decision making; simulation based system; stochastic method; Analytical models; Data models; Decision making; Manufacturing; Optimization; Production; Solid modeling; Manufacturing Systems; Optimisation; Simulation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on
Type :
conf
DOI :
10.1109/IEEM.2014.7058781
Filename :
7058781
Link To Document :
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