Methods for determining reliability of complex systems

Abstract The paper deals with the determination of the final reliability function of a complex system on the model example. Three methods were used to determine the reliability function: the method of minimum paths, the method of critical sections and the decomposition method. The MATLAB program was used for calculations. The article presents the basic principles of individual methods and the functional relationships used to determine the reliability function of the systems. Virtual block diagrams of the respective system are also shown for all three methods. In terms of calculation efficiency, the decomposition method seems to be the most suitable. It is not necessary to apply the idempotence transformation because neither of elements of the system is repeated in virtual models more than once. In the methods of minimal paths and critical sections, it is necessary to apply the idempotence transformation, because some elements of the system can be found more than once in virtual models.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2024-12-01
DOI
https://doi.org/10.1088/1742-6596/2931/1/012015
Primary Topic
Engineering Diagnostics and Reliability
Type
article
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article

Methods for determining reliability of complex systems

Eva Labašová, V. Labaš
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Journal of Physics Conference Series
Engineering Diagnostics and Reliability
article

Methods for determining reliability of complex systems

Eva Labašová, V. Labaš
article en

Abstract

Abstract The paper deals with the determination of the final reliability function of a complex system on the model example. Three methods were used to determine the reliability function: the method of minimum paths, the method of critical sections and the decomposition method. The MATLAB program was used for calculations. The article presents the basic principles of individual methods and the functional relationships used to determine the reliability function of the systems. Virtual block diagrams of the respective system are also shown for all three methods. In terms of calculation efficiency, the decomposition method seems to be the most suitable. It is not necessary to apply the idempotence transformation because neither of elements of the system is repeated in virtual models more than once. In the methods of minimal paths and critical sections, it is necessary to apply the idempotence transformation, because some elements of the system can be found more than once in virtual models.

Journal of Physics Conference SeriesVol. 2931(1)
Slovak University of Technology in Bratislava (SK)
Openalex Percentile: Top 74%
Engineering Diagnostics and Reliability
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