Buffer sizing in manufacturing production systems with complex routings

Shine-Der Lee, Siu Hwa Ho

研究成果: Article同行評審

11 引文 斯高帕斯(Scopus)

摘要

A three-phase heuristic approach has been developed to determine the total buffer storage and to allocate the buffers to each stage in complex manufacturing systems. This cost-based approach extends the classical response surface methodology to explore the complex relationship between cost function and buffer storage. In phase one, queuing statistics are used to determine the rough-cut buffer capacity and its allocations to each buffer stage. Based on the confidence interval concept, a modified steepest descent search is applied to identify new buffer sizes for the cost improvement. In the second phase, the theoretical optimum buffer settings are determined by constructing a second-order model of the response surface and the buffer sizes. In phase three, an integral solution for the buffer sizing problem is obtained by the derivative approximation. The computational detail is illustrated by an example. Numerical studies are reported for 20 buffer sizing problems, including serial flow lines, multi-entry multi-part manufacturing systems, and single-entry multi-part manufacturing systems.

原文English
頁(從 - 到)440-452
頁數13
期刊International Journal of Computer Integrated Manufacturing
15
發行號5
DOIs
出版狀態Published - 2002 九月 1

All Science Journal Classification (ASJC) codes

  • 航空工程
  • 機械工業
  • 電腦科學應用
  • 電氣與電子工程

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