Reliability and Performance Optimization of Multi-Subsystem Systems Using Copula-Based Repair

This paper proposes a system made up of four subsystems connected in sequence. The first and third subsystems each have one unit, the second has two, and the fourth has three. Every subsystem operates in parallel and is governed by the K-Out-of-n:G rule. Nonetheless, each subsystem needs at least one operational unit in order for the system to work. While a unit’s failure has an exponential distribution, repair is simulated using a general distribution and a distribution from the Gumbel–Hougaard family of copula. This study’s primary objective is to assess and contrast the system performance while our system is running under these two different repair policies. The problem is solved by combining the supplementary variable technique with Laplace transforms. We use reliability metrics to assess system performance. The second objective of this study is to present a reduction approach plan aimed at improving the overall reliability metrics of our system.

Authors

Institutions

Publication Details

Journal
Axioms
Published
2025-02-24
DOI
https://doi.org/10.3390/axioms14030163
Citations
1
Primary Topic
Radiation Effects in Electronics
Type
article
Field-Weighted Citation Impact
0.73
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reliability and Performance Optimization of Multi-Subsystem Systems Using Copula-Based Repair

Rasha Abd El-Wahab Attwa, Elsayed Elshoubary, Taha Radwan
1 citations
Axioms
Radiation Effects in Electronics
0.73
article

Reliability and Performance Optimization of Multi-Subsystem Systems Using Copula-Based Repair

Rasha Abd El-Wahab Attwa, Elsayed Elshoubary, Taha Radwan
article en
1 citations

Abstract

This paper proposes a system made up of four subsystems connected in sequence. The first and third subsystems each have one unit, the second has two, and the fourth has three. Every subsystem operates in parallel and is governed by the K-Out-of-n:G rule. Nonetheless, each subsystem needs at least one operational unit in order for the system to work. While a unit’s failure has an exponential distribution, repair is simulated using a general distribution and a distribution from the Gumbel–Hougaard family of copula. This study’s primary objective is to assess and contrast the system performance while our system is running under these two different repair policies. The problem is solved by combining the supplementary variable technique with Laplace transforms. We use reliability metrics to assess system performance. The second objective of this study is to present a reduction approach plan aimed at improving the overall reliability metrics of our system.

AxiomsVol. 14(3)
Qassim University (SA), Zagazig University (EG), Higher Institute of Engineering (EG)
Openalex Percentile: Top 31%
Radiation Effects in Electronics
0.73
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Reliability and Performance Optimization of Multi-Subsystem Systems Using Copula-Based Repair — Rasha Abd El-Wahab Attwa, Elsayed Elshoubary, et al. · Axioms (2025) | TGRS Research Map | TGRS