Monograph - 2021
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Monograph Information
Title
Safety and Reliability of Systems and Processes Summer Safety and Reliability Seminar 2021
Editors
Ko³owrocki Krzysztof, Poland
Bogalecka Magdalena, Poland
D¹browska Ewa, Poland
Torbicki Mateusz, Poland
Publisher
Gdynia Maritime University, 2021
ISBN 978-83-7421-354-7 (printed)
e-ISBN 978-83-7421-355-4 (eBook)
DOI: 10.26408/srsp-2021
Language
English
Licence
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Cox processes in system degradation modelling
BAUTISTA BÁRCENA Lucía 1 ,
TORRES CASTRO Inmaculada 2 ,
LANDESA PORRAS Luis 3
1 University of Extremadura, Cáceres, Spain, luciabb(at)unex.es
2 University of Extremadura, Cáceres, Spain, inmatorres(at)unex.es
3 University of Extremadura, Cáceres, Spain, llandesa(at)unex.es
DOI: 10.26408/srsp-2021-01
ABSTRACT: Many systems are subject to multiple degradation processes, which reduce their capability for fulfilling their functions. Pitting corrosion, which consists of the appearance of different that evolve simultaneous-ly in the system, is a classic example of this multiple degradation. It is assumed that the system fails when the pits are large enough that do not allow the system to perform its function, or, in other words, when the degradation level has exceeded a certain fixed threshold, which indicates whether the system is in a good condition. For a system to work properly, a maintenance is performed on it: periodic inspec-tions, repairs, and replacements of the components. The search of the optimal maintenance strategy is a key challenge since we must bear in mind the different costs associated to each maintenance task and the different stochastic processes influencing the system condition: the arrival processes and the growth processes. In this work, we study a system subject to different degradation processes, in which the arri-val of those processes is modelled using Cox processes, which are generalizations of the non-homogeneous Poisson process. Using their properties, the survival function, the expected number of ar-rivals and the expected intensity are obtained.
KEYWORDS: stochastic point processes, multiple degradation, Poisson process, stochastic intensity
To cite this chapter:
Bautista B.L., Torres, C.I., Landesa, P.L. 2021. Cox processes in system degradation modelling. In K. Ko³owrocki et al. (Eds.), Safety and Reliability of Systems and Processes, Summer Safety and Reliability Seminar 2021. Gdynia Maritime University, Gdynia, 7-16, doi:10.26408/srsp-2021-01.