Article ID: | iaor20108879 |
Volume: | 182 |
Issue: | 1 |
Start Page Number: | 31 |
End Page Number: | 65 |
Publication Date: | Jan 2011 |
Journal: | Annals of Operations Research |
Authors: | Tolio Tullio, Colledani Marcello |
Keywords: | transfer lines |
The paper proposes a decomposition method for evaluating the performance of transfer lines where machines can fail in multiple modes and can be repaired with non-exponential times. Indeed, while times to machine failure can be often modeled using exponential distributions with acceptable accuracy, times to repair are very rarely observed to be exponentially distributed in actual systems. This feature limits the applicability of existing approximate analytical methods to real production lines. In this paper, the discrete acyclic phase-type distribution is used to model the repair process, for each failure mode of the machines composing the system. The exact analysis of the two-machine system is used as a building block for the decomposition method, proposed to study multi-stage lines. Numerical results show the high accuracy of the developed method in estimating the average throughput and buffer levels.