Skip to main content
Top
Published in: Journal of Electronic Testing 1/2020

23-01-2020

Reliability Model and Sensitivity Analysis for General Electronic Systems with Failure Types based on Non-identical Correlated Components

Authors: Seyed Mostafa Banitaba, Roya M. Ahari, Mahdi Karbasian

Published in: Journal of Electronic Testing | Issue 1/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Reliability is the most important qualitative properties of products and industrial electronic systems. Today, industrial electronic systems need to produce products with maximum reliability. In every industry, when a system fails, it becomes harmful in various aspects such as economic, human and political; therefore, accurate estimation of system reliability is very important. Previous methods to calculate system reliability assumed that a large number of components failures are statistically independent. Considering such a hypothesis makes it possible to calculate probability and mathematical computation, but it does not provide perfect system reliability. This paper presents a simple and new technique for reliability analysis by considering unequal reliability and non-identical distribution of correlated components for k-out-of-n and coherent systems. The efficiency of our proposed method is demonstrated by computing the reliability of Bridge system. The results show that the function of existing components correlation has a major impact, and that ignoring it has a significant effect on system safety.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Show more products
Appendix
Available only for authorised users
Literature
2.
go back to reference Chae KC, Clark GM (1986) System reliability in the presence of common-cause failures. IEEE Trans Reliab 35:32–35 Chae KC, Clark GM (1986) System reliability in the presence of common-cause failures. IEEE Trans Reliab 35:32–35
3.
go back to reference Cheng Y, Du X (2016) Reduction of system reliability model uncertainty by considering dependent components with stochastic process loading: V01AT02A021. doi:10.1115/DETC2016-59260 Cheng Y, Du X (2016) Reduction of system reliability model uncertainty by considering dependent components with stochastic process loading: V01AT02A021. doi:10.1115/DETC2016-59260
5.
go back to reference Dhillon B, Anude O (1994) Common-cause failures in engineering systems: a review. International Journal of Reliability, Quality and Safety Engineering 1:103–129 Dhillon B, Anude O (1994) Common-cause failures in engineering systems: a review. International Journal of Reliability, Quality and Safety Engineering 1:103–129
6.
go back to reference Emrich LJ, Piedmonte MR (1991) A method for generating high-dimensional multivariate binary variates. Am Stat 45:302–304 Emrich LJ, Piedmonte MR (1991) A method for generating high-dimensional multivariate binary variates. Am Stat 45:302–304
8.
go back to reference Fiondella L, Gokhale SS (2010) Estimating system reliability with correlated component failures. Int J Reliab Saf 4:188–205 Fiondella L, Gokhale SS (2010) Estimating system reliability with correlated component failures. Int J Reliab Saf 4:188–205
9.
go back to reference Fiondella L, Xing L (2015) Discrete and continuous reliability models for systems with identically distributed correlated components. Reliab Eng Syst Saf 133:1–10 Fiondella L, Xing L (2015) Discrete and continuous reliability models for systems with identically distributed correlated components. Reliab Eng Syst Saf 133:1–10
10.
go back to reference Huang X, Coolen FPA (2018) Reliability sensitivity analysis of coherent systems based on survival signature proceedings of the institution of mechanical engineers. Part O: Journal of Risk and Reliability: 1748006X18754974 doi: 10.1177/1748006X18754974 Huang X, Coolen FPA (2018) Reliability sensitivity analysis of coherent systems based on survival signature proceedings of the institution of mechanical engineers. Part O: Journal of Risk and Reliability: 1748006X18754974 doi: 10.1177/1748006X18754974
11.
go back to reference Levitin G, Xing L (2010) Reliability and performance of multi-state systems with propagated failures having selective effect. Reliab Eng Syst Saf 95:655–661 Levitin G, Xing L (2010) Reliability and performance of multi-state systems with propagated failures having selective effect. Reliab Eng Syst Saf 95:655–661
12.
go back to reference Lin S-W, Liu Y-T, Jerusalem MA (2018) Bayesian reliability analysis of a products of probabilities model for parallel systems with dependent components. Int J Prod Res 56:1521–1532 Lin S-W, Liu Y-T, Jerusalem MA (2018) Bayesian reliability analysis of a products of probabilities model for parallel systems with dependent components. Int J Prod Res 56:1521–1532
13.
go back to reference Modarres R (2011) High-dimensional generation of Bernoulli random vectors. Statistics & Probability Letters 81:1136–1142 Modarres R (2011) High-dimensional generation of Bernoulli random vectors. Statistics & Probability Letters 81:1136–1142
16.
go back to reference Singpurwalla ND (2006) Reliability and risk: a Bayesian perspective. John Wiley & Sons, Hoboken Singpurwalla ND (2006) Reliability and risk: a Bayesian perspective. John Wiley & Sons, Hoboken
20.
go back to reference Xing L, Levitin G (2013) BDD-based reliability evaluation of phased-mission systems with internal/external common-cause failures. Reliab Eng Syst Saf 112:145–153 Xing L, Levitin G (2013) BDD-based reliability evaluation of phased-mission systems with internal/external common-cause failures. Reliab Eng Syst Saf 112:145–153
21.
go back to reference Xing L, Meshkat L, Donohue SK (2007) Reliability analysis of hierarchical computer-based systems subject to common-cause failures. Reliab Eng Syst Saf 92:351–359 Xing L, Meshkat L, Donohue SK (2007) Reliability analysis of hierarchical computer-based systems subject to common-cause failures. Reliab Eng Syst Saf 92:351–359
22.
go back to reference Zhang X, Wilson A (2017) System reliability and component importance under dependence: A copula approach. Technometrics 59:215–224 Zhang X, Wilson A (2017) System reliability and component importance under dependence: A copula approach. Technometrics 59:215–224
Metadata
Title
Reliability Model and Sensitivity Analysis for General Electronic Systems with Failure Types based on Non-identical Correlated Components
Authors
Seyed Mostafa Banitaba
Roya M. Ahari
Mahdi Karbasian
Publication date
23-01-2020
Publisher
Springer US
Published in
Journal of Electronic Testing / Issue 1/2020
Print ISSN: 0923-8174
Electronic ISSN: 1573-0727
DOI
https://doi.org/10.1007/s10836-019-05853-5

Other articles of this Issue 1/2020

Journal of Electronic Testing 1/2020 Go to the issue