Concepedia

Bayesian Fault Tree Analysis

Bayesian Fault Tree Analysis is a probabilistic risk assessment method that extends classical fault tree analysis by incorporating Bayesian networks to model uncertainties, update failure probabilities with observed data, and enable dynamic diagnosis of system failures.

61

Publications

3.9K

Citations

170

Authors

84

Institutions

Publications per year

2017–2026

35

Parents

Publications

61

Improving the analysis of dependable systems by mapping fault trees into Bayesian networks

Andrea Bobbio, Luigi Portinale, M. Minichino et al. · Reliability Engineering & System Safety · 2001 · 913 citations

, , +16

Safety analysis in process facilities: Comparison of fault tree and Bayesian network approaches

Nima Khakzad, Faisal Khan, Paul Amyotte · Reliability Engineering & System Safety · 2011 · 740 citations · Full text

, , +16

Radyban: A tool for reliability analysis of dynamic fault trees through conversion into dynamic Bayesian networks

Stefania Montani, Luigi Portinale, Andrea Bobbio et al. · Reliability Engineering & System Safety · 2007 · 176 citations

, , +16

Evaluation of human error contribution to oil tanker collision using fault tree analysis and modified fuzzy Bayesian Network based CREAM

Shuen‐Tai Ung · Ocean Engineering · 2019 · 143 citations

, , +17

A fully Bayesian approach for combining multilevel failure information in fault tree quantification and optimal follow-on resource allocation

Michael S. Hamada, Harry F. Martz, C. Shane Reese et al. · Reliability Engineering & System Safety · 2004 · 103 citations

, , +17

1–5 of 61

Authors

170

  1. AB
    Andrea Bobbio

    Università degli Studi del Piemonte Orientale “Amedeo Avogadro”, Italy

    3 publications · 1.1K citations

    3

    h-index

  2. LP
    Luigi Portinale

    Università degli Studi del Piemonte Orientale “Amedeo Avogadro”, Italy

    3 publications · 1.1K citations

    3

    h-index

  3. MK
    Manvi Kaushik

    Institute of Infrastructure Technology Research and Management, India

    2 publications · 106 citations

    2

    h-index

  4. FC
    Flavio Canavero

    Politecnico di Torino, Italy

    2 publications · 47 citations

    2

    h-index

  5. SM
    Stefania Montani

    Università degli Studi del Piemonte Orientale “Amedeo Avogadro”, Italy

    2 publications · 210 citations

    2

    h-index

1–5 of 170

Institutions

84

  1. Dalian Maritime University

    Dalian, China

    3 h-index

    11 publications

    237 citations

  2. Università degli Studi del Piemonte Orientale “Amedeo Avogadro”

    Vercelli, Italy

    3 h-index

    10 publications

    2.7K citations

  3. Northwest Institute of Nuclear Technology

    Xi'an, China

    2 h-index

    4 publications

    81 citations

  4. Wuhan University of Technology

    Wuhan, China

    2 h-index

    3 publications

    160 citations

  5. South China University of Technology

    Guangzhou, China

    2 h-index

    2 publications

    42 citations

  6. Institute of Infrastructure Technology Research and Management

    Ahmedabad, India

    2 h-index

    5 publications

    259 citations

  7. Dokuz Eylül University

    Izmir, Türkiye

    2 h-index

    2 publications

    158 citations

  8. Memorial University of Newfoundland

    St. John's, Canada

    2 h-index

    6 publications

    1.8K citations

1–8 of 84

Venues

  1. Reliability Engineering & System Safety

    10 publications · 2.2K citations

    10

    h-index

  2. Ocean Engineering

    4 publications · 308 citations

    5

    h-index

  3. Journal of Civil Engineering and Management

    3 publications · 97 citations

    3

    h-index

  4. 2

    h-index

  5. Sustainability

    2 publications · 41 citations

    2

    h-index

1–5