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Optimization of distribution model for cnc lathes early failures

  • Changchun University of Technology

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review

Abstract

To eliminate early failures of CNC lathes, it is necessary to study the early failure distribution to establish accurate early failure distribution model of CNC lathes. During the modeling process, the same group of failure data obeys Weibull distribution, exponential distribution, super-exponential distribution and gamma distribution at the same time. To optimize the failure distribution model, this paper used "relevant inde x" method by comparing the distribution function curve fitting and determined that this group of failure data fitted Weibull distribution using maximum likelihood estimation method with its shape parameter k 0.8706 and scale parameter b142.6991.

Original languageEnglish
Title of host publicationKey Engineering Materials
PublisherTrans Tech Publications Ltd
Pages107-111
Number of pages5
ISBN (Print)9780878493388
DOIs
StatePublished - 2009

Publication series

NameKey Engineering Materials
Volume407-408
ISSN (Print)1013-9826
ISSN (Electronic)1662-9795

Keywords

  • CNC lathes
  • Early failures
  • Optimization of distribution model

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