Real-time production scheduling of an automated cardline |
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Authors: | R. Akella Y. Choong S. B. Gershwin |
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Affiliation: | (1) Laboratory for Information and Decision Systems, M.I.T., 02139 Cambridge, MA, USA |
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Abstract: | In this paper, we describe a flow model of an automated-printed circuit card assembly line at the International Business Machines Corporation (IBM) plant at Tucson, Arizona. We use a simulation based on this model as a test bed to discuss the performance of a hierarchical scheduling policy described in [3]. We compare this with other policies for loading parts into a flexible manufacturing system. We demonstrate that the hierarchical strategy is effective in meeting production requirements (both total volume and balance among part types) while limiting average work-in-process (WIP). This is a consequence of the feedback nature of the policy. Hedging (i.e. building up buffer stock) compensates for machine failures, thus resulting in high production percentages. The work-in-process (WIP) is low, as the policy reduces internal queues by respecting the capacity constraints of the system at every instant. |
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Keywords: | Real-time scheduling FMSs random events continuous flow models hierarchical stochastic control |
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