Concepedia

Bayesian Deterioration Modeling

Bayesian Deterioration Modeling is a probabilistic modeling framework within asset deterioration analysis that employs Bayesian inference to update deterioration predictions by integrating prior knowledge with observed condition data, thereby quantifying uncertainty in asset state progression.

46

Publications

1.7K

Citations

129

Authors

74

Institutions

Publications per year

2017–2026

22

Parents

Publications

46

Markov Model for Storm Water Pipe Deterioration

Tom Micevski, George Kuczera, Peter J Coombes · Journal of Infrastructure Systems · 2002 · 257 citations

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Bayesian framework for probabilistic low cycle fatigue life prediction and uncertainty modeling of aircraft turbine disk alloys

Shun‐Peng Zhu, Hong‐Zhong Huang, Reuel Smith et al. · Probabilistic Engineering Mechanics · 2013 · 118 citations

, , +16

A Bayesian failure model based on isotropic deterioration

Jan M. van Noortwijk, Roger Cooke, Matthijs Kok · European Journal of Operational Research · 1995 · 70 citations

, , +13

Bridge condition modelling and prediction using dynamic Bayesian belief networks

Muhammad Rafiq, Marios Chryssanthopoulos, Saenthan Sathananthan · Structure and Infrastructure Engineering · 2014 · 67 citations

, , +17

Bayesian Estimation of Remaining Useful Life for Wind Turbine Blades

Jannie Sønderkær Nielsen, John Dalsgaard Sørensen · Energies · 2017 · 67 citations · Full text

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1–5 of 46

Authors

129

  1. YH
    Yeu‐Shiang Huang

    National Cheng Kung University, Taiwan

    3 publications · 71 citations

    3

    h-index

  2. JS
    Jannie Sønderkær Nielsen

    Aalborg University, Denmark

    3 publications · 152 citations

    3

    h-index

  3. KK
    Kiyoshi Kobayashi

    Kyoto University, Japan

    2 publications · 50 citations

    2

    h-index

  4. KK
    Kiyoyuki KAITO

    The University of Osaka, Japan

    2 publications · 83 citations

    2

    h-index

  5. JD
    John Dalsgaard Sørensen

    Aalborg University, Denmark

    2 publications · 104 citations

    2

    h-index

1–5 of 129

Institutions

74

  1. Aalborg University

    Aalborg, Denmark

    3 h-index

    6 publications

    304 citations

  2. National Cheng Kung University

    Tainan City, Taiwan

    3 h-index

    4 publications

    90 citations

  3. Concordia University

    Montreal, Canada

    2 h-index

    3 publications

    81 citations

  4. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    8 publications

    208 citations

  5. Tongji University

    Shanghai, China

    2 h-index

    2 publications

    42 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    3 publications

    99 citations

  7. Nantes Université

    Nantes, France

    2 h-index

    5 publications

    122 citations

  8. Kyoto University

    Kyoto, Japan

    2 h-index

    3 publications

    63 citations

1–8 of 74

Venues

  1. Structure and Infrastructure Engineering

    7 publications · 238 citations

    7

    h-index

  2. Journal of Infrastructure Systems

    3 publications · 317 citations

    3

    h-index

  3. Structural Health Monitoring

    SHM · 2 publications · 69 citations

    2

    h-index

  4. 2

    h-index

  5. 1

    h-index

1–5