Reliability Optimization of a System with Sequential k-out-of-n Failure Dependencies

In this paper, a more flexible model for a [Formula: see text]-out-of-[Formula: see text] system called a sequential [Formula: see text]-out-of-[Formula: see text] system is considered. In sequential [Formula: see text]-out-of-[Formula: see text] systems, the dependence structure of the system is taken into consideration, in which the failure of components affects the lifetime of the remaining ones. Redundancy allocation problem (RAP) for the sequential [Formula: see text]-out-of-[Formula: see text] system is also investigated. For the first time, a new mathematical formula based on sequential order statistics is proposed to evaluate the considered system reliability. Moreover, a model is developed to optimize system reliability subject to weight and cost constraints by choosing the number of redundant components between [Formula: see text] and [Formula: see text] for each subsystem. Indeed, the presented work aims to find the best system structure. As RAP belongs to the NP-hard class of optimization problems, an evolutionary algorithm, genetic algorithm (GA), is developed for solving the suggested problem.

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Publication Details

Journal
International Journal of Reliability Quality and Safety Engineering
Published
2025-11-28
DOI
https://doi.org/10.1142/s021853932550055x
Primary Topic
Reliability and Maintenance Optimization
Type
article
Field-Weighted Citation Impact
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article

Reliability Optimization of a System with Sequential k-out-of-n Failure Dependencies

Mostafa Abouei Ardakan, Narges Mahdavi-Nasab, Mahdi Alimohammadi
International Journal of Reliability Quality and Safety Engineering
Reliability and Maintenance Optimization
article

Reliability Optimization of a System with Sequential k-out-of-n Failure Dependencies

Mostafa Abouei Ardakan, Narges Mahdavi-Nasab, Mahdi Alimohammadi
article en

Abstract

In this paper, a more flexible model for a [Formula: see text]-out-of-[Formula: see text] system called a sequential [Formula: see text]-out-of-[Formula: see text] system is considered. In sequential [Formula: see text]-out-of-[Formula: see text] systems, the dependence structure of the system is taken into consideration, in which the failure of components affects the lifetime of the remaining ones. Redundancy allocation problem (RAP) for the sequential [Formula: see text]-out-of-[Formula: see text] system is also investigated. For the first time, a new mathematical formula based on sequential order statistics is proposed to evaluate the considered system reliability. Moreover, a model is developed to optimize system reliability subject to weight and cost constraints by choosing the number of redundant components between [Formula: see text] and [Formula: see text] for each subsystem. Indeed, the presented work aims to find the best system structure. As RAP belongs to the NP-hard class of optimization problems, an evolutionary algorithm, genetic algorithm (GA), is developed for solving the suggested problem.

International Journal of Reliability Quality and Safety Engineering
Kharazmi University (IR), Luleå University of Technology (SE), Alzahra University (IR)
Openalex Percentile: Top 56%
Reliability and Maintenance Optimization
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