Concepedia

Bayesian Prognostics

Bayesian Prognostics is a probabilistic framework for predictive maintenance that employs Bayesian inference to update the degradation state and predict the remaining useful life of a system by sequentially incorporating observed condition monitoring data.

218

Publications

13.9K

Citations

583

Authors

263

Institutions

Publications per year

2017–2026

95

Parents

Publications

218

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

Bhaskar Saha, Kai Goebel, Scott Poll et al. · IEEE Transactions on Instrumentation and Measurement · 2008 · 810 citations

, , +16

Residual-life distributions from component degradation signals: A Bayesian approach

Nagi Gebraeel, Mark Lawley, Rong Li et al. · IIE Transactions · 2005 · 781 citations · Full text

, , +17

Overview on Bayesian networks applications for dependability, risk analysis and maintenance areas

Philippe Weber, Gabriela Medina-Oliva, Christophe Simon et al. · Engineering Applications of Artificial Intelligence · 2010 · 765 citations · Full text

, , +16

Dynamic Bayesian Network for Aircraft Wing Health Monitoring Digital Twin

Chenzhao Li, Sankaran Mahadevan, You Ling et al. · AIAA Journal · 2017 · 379 citations

, , +17

Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction

Ahmed Mosallam, Kamal Medjaher, N. Zerhouni · Journal of Intelligent Manufacturing · 2014 · 318 citations

, , +16

1–5 of 218

Authors

583

  1. KG
    Kai Goebel

    Ames Research Center, United States

    14 publications · 1.7K citations

    12

    h-index

  2. XS
    Xiaosheng Si

    Xi'an High Tech University, China

    7 publications · 332 citations

    7

    h-index

  3. ME
    Marcos E. Orchard

    University of Chile, Chile

    6 publications · 313 citations

    6

    h-index

  4. BS
    Bhaskar Saha

    Ames Research Center, United States

    7 publications · 1.3K citations

    6

    h-index

  5. NG
    Nagi Gebraeel

    Georgia Institute of Technology, United States

    6 publications · 1.3K citations

    6

    h-index

1–5 of 583

Institutions

263

  1. Ames Research Center

    Mountain View, United States

    13 h-index

    32 publications

    3.3K citations

  2. Georgia Institute of Technology

    Atlanta, United States

    11 h-index

    19 publications

    1.7K citations

  3. Beihang University

    Beijing, China

    9 h-index

    26 publications

    1.1K citations

  4. University of Chile

    Santiago, Chile

    7 h-index

    8 publications

    440 citations

  5. Politecnico di Milano

    Milan, Italy

    7 h-index

    18 publications

    632 citations

  6. Xi'an High Tech University

    Xi'an, China

    7 h-index

    27 publications

    751 citations

  7. Vanderbilt University

    Nashville, United States

    6 h-index

    10 publications

    1K citations

  8. University of Maryland, College Park

    College Park, United States

    6 h-index

    10 publications

    350 citations

1–8 of 263

Venues

  1. Reliability Engineering & System Safety

    22 publications · 1.6K citations

    21

    h-index

  2. IEEE Transactions on Reliability

    19 publications · 830 citations

    16

    h-index

  3. IEEE Access

    9 publications · 248 citations

    9

    h-index

  4. Mechanical Systems and Signal Processing

    MSSP · 7 publications · 721 citations

    7

    h-index

  5. International Journal of Prognostics and Health Management

    IJPHM · 6 publications · 192 citations

    6

    h-index

1–5