1. A NEW SHOCK MODEL WITH A CHANGE IN SHOCK SIZE DISTRIBUTION
- Author
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Serkan Eryilmaz and Cihangir Kan
- Subjects
Statistics and Probability ,Physics ,021103 operations research ,Matrix-exponential distribution ,Distribution (number theory) ,Erlang distribution ,0211 other engineering and technologies ,02 engineering and technology ,Mechanics ,Management Science and Operations Research ,01 natural sciences ,Industrial and Manufacturing Engineering ,Shock (mechanics) ,010104 statistics & probability ,Critical level ,0101 mathematics ,Statistics, Probability and Uncertainty ,Shock model - Abstract
For a system that is subject to shocks, it is assumed that the distribution of the magnitudes of shocks changes after the first shock of size at least d1, and the system fails upon the occurrence of the first shock above a critical level d2 (> d1). In this paper, the distribution of the lifetime of such a system is studied when the times between successive shocks follow matrix-exponential distribution. In particular, it is shown that the system's lifetime has matrix-exponential distribution when the intershock times follow Erlang distribution. The model is extended to the case when the system fails upon the occurrence of l consecutive critical shocks.
- Published
- 2019
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