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Application of power law model in reliability evaluation of machine tools by considering working condition difference

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Indexed by : Journal paper

First Author : Guofa Li

Correspondence Author : Jialong He

Author : Hongxiang Zhu,Yuhui Jia,Kai Wu

Date of Publication : 2018-07-30

Journal : Qual Reliab Engng Int.

Included Journals : SCI  

Discipline : 工学

Document Type : J

Key Words : mixture distribution, NC machine tools, PLM, reliability evaluation, working conditions

Abstract : The influence of working condition difference has not been considered in the
traditional reliability modeling of numerical control (NC) machine tools. To
solve the problem, a reliability evaluation method based on mixture variable
parameter power law model (MVPPLM) is proposed in this study. First, the
scale parameter of the PLM is obtained by multi‐dimensional exponential distribution. Second, a proportional relation of failure rate function between each
working condition and reference working condition is established. The proportion coefficient is solved using the partial likelihood function

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Translation or Not : no

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