Optimal Redundancy Allocation in Coherent Systems with Heterogeneous Dependent Components

TL;DR

This paper develops cost-based criteria for optimal redundancy allocation in heterogeneous, dependent-component coherent systems, utilizing survival signatures and copula models to improve system reliability and maintenance strategies.

Contribution

It introduces two novel cost-based optimization criteria for redundancy allocation in systems with dependent, heterogeneous components, using survival signatures and copula-based dependency modeling.

Findings

Derived explicit formulas for cost functions in series-parallel systems.

Numerical analysis demonstrates the effectiveness of the proposed criteria.

Provides a framework for optimizing redundancy in complex dependent systems.

Abstract

This paper is concerned with the optimal number of redundant allocation to $n$-component coherent systems consist of heterogeneous dependent components. We assume that the system is built of $L$ groups of different components, $L\geq 1$, where there are $n_i$ components in group $i$, and $\sum_{i=1}^{L}n_i=n$. The problem of interest is to allocate $v_i$ active redundant components to each component of type $i$, $i=1,\dots, L$. To get the optimal values of $v_i$, we propose two cost-based criteria. One of them is introduced based on the costs of renewing the failed components and the costs of refreshing the alive ones at the system failure time. The other criterion is proposed based on the costs of replacing the system at its failure time or at a predetermined time $\tau$, whichever occurs first. The expressions for the proposed functions are derived using the mixture representation of the system reliability function based on the notion of survival signature. We assume that a given copula function models the dependency structure between the components. In the particular case that the system is a series-parallel structure, we provide the formulas for the proposed cost-based functions. The results are discussed numerically for some specific coherent systems.