A practical bottleneck detection method

Christoph Roser, Masaru Nakano, Minoru Tanaka

Research output: Contribution to journalConference article

78 Citations (Scopus)

Abstract

This paper describes a novel method for detecting the bottleneck in a discrete event system by examining the average duration of a machine being active for all machines. The machine with the longest average uninterrupted active period is considered the bottleneck. The method is widely applicable and also capable of analyzing complex and sophisticated systems. The results are highly accurate, distinguishing between bottleneck machines and non-bottleneck machines with a high level of confidence. This approach is very easy to use and can be implemented into existing simulation tools with little effort, requiring only an analysis of the log file which is readily available by almost all simulation tools. This method satisfies not only academic requirements with respect to accuracy but also industry requirements with respect to usability.

Original languageEnglish
Pages (from-to)949-953
Number of pages5
JournalWinter Simulation Conference Proceedings
Volume2
Publication statusPublished - 2001 Dec 1
Externally publishedYes
EventProceedings of the 2001 Winter Simulation Conference - Arlington, VA, United States
Duration: 2001 Dec 92001 Dec 12

ASJC Scopus subject areas

  • Software
  • Modelling and Simulation
  • Safety, Risk, Reliability and Quality
  • Chemical Health and Safety
  • Applied Mathematics

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