Determining the Failure Probability Gradient of the Rank-Structure System by the Fast Simulation Method

Determining the Failure Probability Gradient of the Rank-Structure System by the Fast Simulation Method

A model of a redundant repairable system of the rank structure is considered. Its time operation is determined by distributions of general form. In order to evaluate the gradient of the probability of system failure in a given time interval, the fast simulation method is proposed. A numerical exampl...

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Veröffentlicht in:Cybernetics and systems analysis 2023, Vol.59 (1), p.71-81
Hauptverfasser: Kuznetsov, M. Yu, Kuznetsov, I. M., Shumska, A. A.
Format: Artikel
Sprache:eng
Schlagworte:
Analysis
Artificial Intelligence
Component reliability
Control
Mathematics
Mathematics and Statistics
Methods
Processor Architectures
Simulation methods
Software Engineering/Programming and Operating Systems
Systems Theory
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Zusammenfassung:A model of a redundant repairable system of the rank structure is considered. Its time operation is determined by distributions of general form. In order to evaluate the gradient of the probability of system failure in a given time interval, the fast simulation method is proposed. A numerical example illustrates the application of this method to assess how the repair rates of components of different types affect the reliability of the entire system.
ISSN:1060-0396
1573-8337
DOI:10.1007/s10559-023-00543-9