Determination of failure rate function on the basis оf the markovian process

Iryna Bashkevych, National Transport University, Department of Bridges, tunnels and hydraulic structures, Assistant Lecturer, https://orcid.org/0000-0001-7640-4317

Yurii Yevseichyk, National Transport University, Department of Bridges, tunnels and hydraulic structures, Associate Professor, https://orcid.org/0000-0002-3507-473

Kostiantyn Medvediev, National Transport University, Department of Bridges, tunnels and hydraulic structures, Professor, https://orcid.org/0000-0002-0704-7093

Leonid Yanchuk, National Transport University, Department of Bridges, tunnels and hydraulic structures, Associate Professor, https://orcid.org/0000-0003-1269-1251

 

Abstract: The life cycle of a construction (or its element) is considered as markovian process with discrete states and continuous time. Five operational states have been accepted, in which the construction may be. The corresponding system of differential equations is obtained for the case of a homogeneous markovian process with a constant conversion rate (Kolmogorov system). The method of uncertain coefficients is applied to solve the system of equations in analytical form. The obtained solutions make it possible to determine the probability of finding the construction in a particular state as well as the most likely transition time from one operational state to another. Security function defined as the probability of not finding the construction in its last (inoperable) state and the failure rate function. The graphs of the probability of finding a construction in each of the five states, reliability and failure rate functions are presented and investigated. The obtained analytical dependences make it possible to determine the longevity and residual life of the work both individual elements and structures as a whole and optimize scheduling for ongoing maintenance work, significantly improve the performance of the structure, reduce the cost of repair work and extend the life of the structure. 

Article language: Ukrainian

 

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Open Access: http://publications.ntu.edu.ua/avtodorogi_i_stroitelstvo/109/79.pdf

 

Online publication date: 25.02.2021

 

Print date: 01.02.2021

 

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