A particle swarm model for estimating reliability and scheduling system maintenance

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5 Scopus citations

Abstract

Modifying data and information system components may introduce new errors and deteriorate the reliability of the system. Reliability can be efficiently regained with reliability centred maintenance, which requires reliability estimation for maintenance scheduling. A variant of the particle swarm model is used to estimate reliability of systems implemented according to the model view controller paradigm. Simulations based on data collected from an online system of a large financial institute are used to compare three component-level maintenance policies. Results show that appropriately scheduled component-level maintenance greatly reduces the cost of upholding an acceptable level of reliability by reducing the need in system-wide maintenance.

Original languageEnglish
Pages (from-to)349-377
Number of pages29
JournalEnterprise Information Systems
Volume10
Issue number4
DOIs
StatePublished - 3 May 2016

Keywords

  • information systems
  • maintenance
  • reliability
  • reliability centred maintenance
  • security
  • swarm intelligence

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