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A general class of shock models with dependent inter-arrival times

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Abstract

We introduce and study a general class of shock models with dependent inter-arrival times of shocks that occur according to the homogeneous Poisson generalized gamma process. A lifetime of a system affected by a shock process from this class is represented by the convolution of inter-arrival times of shocks. This class contains many popular shock models, namely, the extreme shock model, the generalized extreme shock model, the run shock model, the generalized run shock model, specific mixed shock models, etc. For systems operating under shocks, we derive and discuss the main reliability characteristics (namely, the survival function, the failure rate function, the mean residual lifetime function and the mean lifetime) and study relevant stochastic comparisons. Finally, we provide some numerical examples and illustrate our findings by the application that considers an optimal mission duration policy.
Original languageEnglish
Pages (from-to)1079-1105
Number of pages27
JournalTEST
Volume32
Early online date28 May 2023
DOIs
Publication statusPublished - 30 Sept 2023

Keywords

  • homogeneous Poisson generalized gamma process
  • optimal mission duration
  • shock models
  • reliability

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