In an automotive production system, material handling is a critical activity in terms of increasing system efficiency and reducing overall cost. The existing literatures often separate the production system and material handling system, and ignore the coupling relations between the two systems. In this paper, an integrated modeling approach is developed to mathematically describe a dynamic production system including production operation and material handling system. A modified max-plus algebra based model with “shifting” mechanism is developed to overcome the synchronization constraints of traditional max-plus linear properties, and adapt to the dynamic change of the system under various conditions, such as starvation caused by material handling. The case study demonstrates that the new modeling approach is effective and efficient (180 times faster comparing with simulation method) in real-time system analytics and control to improve productivity and reduce cost.
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February 2013
Research-Article
Integrated Modeling of Automotive Assembly Line With Material Handling
Qing Chang,
Qing Chang
Department of Mechanical Engineering,
e-mail: qing.chang@stonybrook.edu
Stony Brook University
,163 Light Engineering
,Stony Brook, NY 11794
e-mail: qing.chang@stonybrook.edu
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Chaoye Pan,
Chaoye Pan
Department of Mechanical Engineering,
e-mail: pancy@umich.edu
University of Michigan
,Ann Arbor, MI 48109
,e-mail: pancy@umich.edu
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Guoxian Xiao,
e-mail: guoxian.xiao@gm.com
Guoxian Xiao
Manufacturing Systems Research Lab
,General Motors Research and
Development Center
,30500 Mound Road
,Warren, MI 48090
e-mail: guoxian.xiao@gm.com
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Stephan Biller
Stephan Biller
Search for other works by this author on:
Qing Chang
Department of Mechanical Engineering,
e-mail: qing.chang@stonybrook.edu
Stony Brook University
,163 Light Engineering
,Stony Brook, NY 11794
e-mail: qing.chang@stonybrook.edu
Chaoye Pan
Department of Mechanical Engineering,
e-mail: pancy@umich.edu
University of Michigan
,Ann Arbor, MI 48109
,e-mail: pancy@umich.edu
Guoxian Xiao
Manufacturing Systems Research Lab
,General Motors Research and
Development Center
,30500 Mound Road
,Warren, MI 48090
e-mail: guoxian.xiao@gm.com
Stephan Biller
Contributed by the Manufacturing Engineering Division of ASME for publication in the Journal of Manufacturing Science and Engineering. Manuscript received January 18, 2012; final manuscript received December 19, 2012; published online January 29, 2013. Assoc. Editor: Steven J. Skerlos.
J. Manuf. Sci. Eng. Feb 2013, 135(1): 011018 (10 pages)
Published Online: January 29, 2013
Article history
Received:
January 18, 2012
Revision Received:
December 19, 2012
Citation
Chang, Q., Pan, C., Xiao, G., and Biller, S. (January 29, 2013). "Integrated Modeling of Automotive Assembly Line With Material Handling." ASME. J. Manuf. Sci. Eng. February 2013; 135(1): 011018. https://doi.org/10.1115/1.4023365
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