Performance evaluation for general queueing networks in manufacturing systems: Characterizing the trade‐off between queue time and utilization

Performance evaluation for general queueing networks in manufacturing systems: Characterizing the trade‐off between queue time and utilization

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Article ID: iaor20124268
Volume: 221
Issue: 2
Start Page Number: 328
End Page Number: 339
Publication Date: Sep 2012
Journal: European Journal of Operational Research
Authors: ,
Keywords: design, queues: applications, simulation: applications
Abstract:

Performance evaluation plays a key role in manufacturing system design and productivity improvement. Characterizing performance objectively is the first step. Inspired by the underlying structure of tandem queues, we have derived an approximate model to characterize the system performance. The model decomposes system queue time and variability into bottleneck and non‐bottleneck parts while capturing the dependence among workstations. Compared the new model with prior approaches, the new model not only is more accurate but also requires less information. The property of manufacturing system performance is given based on the insight from the model.

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