Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes

We consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute...

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Main Authors: Tomasz Rychlik, Magdalena Szymkowiak
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/23/4/385
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spelling doaj-04878c74372c40a58a7fcf60a3b69a302021-03-25T00:06:07ZengMDPI AGEntropy1099-43002021-03-012338538510.3390/e23040385Bounds on the Lifetime Expectations of Series Systems with IFR Component LifetimesTomasz Rychlik0Magdalena Szymkowiak1Institute of Mathematics, Polish Academy of Sciences, Śniadeckich 8, 00656 Warsaw, PolandInstitute of Automation and Robotics, Poznan University of Technology, Plac Marii Skłodowskiej-Curie 5, 60965 Poznan, PolandWe consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute central moments of component lifetimes. We further establish analogous bounds under a more stringent assumption that the component lifetimes have an increasing density (ID) function. We also indicate the relationship between the IFR property of the components and the generalized cumulative residual entropy of the series system lifetime.https://www.mdpi.com/1099-4300/23/4/385series systemincreasing failure rateincreasing densityconvex transform ordergeneralized cumulative residual entropyexpectation
collection DOAJ
language English
format Article
sources DOAJ
author Tomasz Rychlik
Magdalena Szymkowiak
spellingShingle Tomasz Rychlik
Magdalena Szymkowiak
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
Entropy
series system
increasing failure rate
increasing density
convex transform order
generalized cumulative residual entropy
expectation
author_facet Tomasz Rychlik
Magdalena Szymkowiak
author_sort Tomasz Rychlik
title Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
title_short Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
title_full Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
title_fullStr Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
title_full_unstemmed Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
title_sort bounds on the lifetime expectations of series systems with ifr component lifetimes
publisher MDPI AG
series Entropy
issn 1099-4300
publishDate 2021-03-01
description We consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute central moments of component lifetimes. We further establish analogous bounds under a more stringent assumption that the component lifetimes have an increasing density (ID) function. We also indicate the relationship between the IFR property of the components and the generalized cumulative residual entropy of the series system lifetime.
topic series system
increasing failure rate
increasing density
convex transform order
generalized cumulative residual entropy
expectation
url https://www.mdpi.com/1099-4300/23/4/385
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