Control of an assembly system with processing time and subassembly-type uncertainty

Matthew F. Keblis, Izak Duenyas

Research output: Contribution to journalArticle

1 Citation (Scopus)

Abstract

We address the problem of controlling an assembly system in which the processing times as well as the types of subassemblies are stochastic. The quality (or performance) of the final part depends on the characteristics of the subassemblies to be assembled, which are not constant. Furthermore, the processing time of a subassembly is random. We analyze the trade-off between the increase in the potential value of parts gained by delaying the assembly operation and the inventory costs caused by this delay. We also consider the effects of processing time uncertainty. Our problem is motivated by the assembly of passive and active plates in flat panel display manufacturing. We formulate the optimal control problem as a Markov decision process. However, the optimal policy is very complex, and we therefore develop simple heuristic policies. We report the results of a simulation study that tests the performance of our heuristics. The computational results indicate that the heuristics are effective for a wide variety of cases.

Original languageEnglish
Pages (from-to)353-370
Number of pages18
JournalInternational Journal of Flexible Manufacturing Systems
Volume11
Issue number4
DOIs
Publication statusPublished - Oct 1999

Fingerprint Dive into the research topics of 'Control of an assembly system with processing time and subassembly-type uncertainty'. Together they form a unique fingerprint.

Cite this