Renyi Entropy of the Residual Lifetime of a Reliability System at the System Level

Author:

Mesfioui Mhamed12ORCID,Kayid Mohamed3ORCID,Shrahili Mansour3ORCID

Affiliation:

1. Département de Mathématiques et d’Informatique, Université du Québec à Trois-Rivières, 3351 Boulevard des Forges, Trois-Rivières, QC G9A 5H7, Canada

2. Department of Statistics, United Arab Emirates University, Al Ain 15551, United Arab Emirates

3. Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia

Abstract

The measurement of uncertainty across the lifetimes of engineering systems has drawn more attention in recent years. It is a helpful metric for assessing how predictable a system’s lifetime is. In these circumstances, Renyi entropy, a Shannon entropy extension, is particularly appealing. In this paper, we develop the system signature to give an explicit formula for the Renyi entropy of the residual lifetime of a coherent system when all system components have lived to a time t. In addition, several findings are studied for the aforementioned entropy, including the bounds and order characteristics. It is possible to compare the residual lifespan predictability of two coherent systems with known signatures using the findings of this study.

Funder

Natural Sciences and Engineering Research Council of Canada

King Saud University in Riyadh, Saudi Arabia

Publisher

MDPI AG

Subject

Geometry and Topology,Logic,Mathematical Physics,Algebra and Number Theory,Analysis

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