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Research on the propagation of defects in assembly process based on SIR epidemic model

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In the manufacturing field, the final product quality and cost are heavily determined by assembly process. As the evolution law of defect steams in assembly process has similarities with the disease propagation in SIR model, SIR model was applied to assembly process. Firstly, we give a brief introduction to the SIR model and analyze its applicability. Then the defect model of assembly process was established combined with SIR epidemic model. The extinction and persistence of defects when the basic reproduction number R0≤ 1 and R0> 1 were discussed. Next, we proofed the conclusion with theoretical derivation and simulation experiment. Finally, the disadvantages of exist model were discussed and the direction of future work was put forward.

Original languageEnglish
Title of host publication2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538683576
DOIs
StatePublished - Jun 2019
Event2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019 - San Francisco, United States
Duration: 17 Jun 201920 Jun 2019

Publication series

Name2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019

Conference

Conference2019 IEEE International Conference on Prognostics and Health Management, ICPHM 2019
Country/TerritoryUnited States
CitySan Francisco
Period17/06/1920/06/19

Keywords

  • Defects propagation
  • Extinction
  • Persistence
  • SIR model
  • assembly process

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