Reliability Importance Analysis of a Multi-State System with Binary Components Using Survival Signature

ABSTRACT Reliability assessment of a multi-state system with binary state components (MSS-BC) is highly practical because the assumption that the system has a binary state system (BSS) is often unrealistic in many engineering applications. The main research problem is to determine the state of the MSS-BC based on the minimal path required for system operation and to evaluate its components’ importance. Such information is essential for purposes such as component prioritization, reliability improvement, and risk reduction (RR), allowing for the identification of a system’s weaknesses or critical components and the quantification of the impact of their failures on an MSS-BC. In this paper, a new reliability assessment approach for MSS-BC is presented, based on disjoint product forms of minimal path sets and survival signature. It also introduces methods for the Birnbaum importance (BI), improvement potential (IP), and RR measures using these concepts. Both the numerical case and the case study presented a driving subsystem in aerospace engineering to demonstrate the applicability of the approach for MSS-BC. The proposed technique shows clear superiority and potential for applications in aerospace engineering.

Authors

Institutions

Publication Details

Journal
Journal of Aerospace Technology and Management
Published
2025-01-01
DOI
https://doi.org/10.1590/jatm.v17.1378
Citations
2
Primary Topic
Reliability and Maintenance Optimization
Type
article
Field-Weighted Citation Impact
2.61
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reliability Importance Analysis of a Multi-State System with Binary Components Using Survival Signature

Zahir Abdul Haddi Hassan, Emad Kareem Mutar
2 citations
Journal of Aerospace Technology and Management
Reliability and Maintenance Optimization
2.61
article

Reliability Importance Analysis of a Multi-State System with Binary Components Using Survival Signature

Zahir Abdul Haddi Hassan, Emad Kareem Mutar
article en
2 citations

Abstract

ABSTRACT Reliability assessment of a multi-state system with binary state components (MSS-BC) is highly practical because the assumption that the system has a binary state system (BSS) is often unrealistic in many engineering applications. The main research problem is to determine the state of the MSS-BC based on the minimal path required for system operation and to evaluate its components’ importance. Such information is essential for purposes such as component prioritization, reliability improvement, and risk reduction (RR), allowing for the identification of a system’s weaknesses or critical components and the quantification of the impact of their failures on an MSS-BC. In this paper, a new reliability assessment approach for MSS-BC is presented, based on disjoint product forms of minimal path sets and survival signature. It also introduces methods for the Birnbaum importance (BI), improvement potential (IP), and RR measures using these concepts. Both the numerical case and the case study presented a driving subsystem in aerospace engineering to demonstrate the applicability of the approach for MSS-BC. The proposed technique shows clear superiority and potential for applications in aerospace engineering.

Journal of Aerospace Technology and ManagementVol. 17
University of Babylon (IQ)
Openalex Percentile: Top 11%
Reliability and Maintenance Optimization
2.61
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.