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