Concepedia

Uncertainty Quantification In Diagnostics

Uncertainty Quantification in Diagnostics is a formal methodology within diagnostic systems engineering that characterizes and propagates uncertainty arising from measurement noise, model inaccuracies, and operational variability to assess the reliability and confidence of diagnostic outcomes in powertrain systems.

15

Publications

541

Citations

62

Authors

32

Institutions

Publications per year

2017–2026

9

Parents

Publications

15

A new methodology for uncertainties characterization in combustion diagnosis and thermodynamic modelling

Jesús Benajes, Pablo Olmeda, Jaime Martín et al. · Applied Thermal Engineering · 2014 · 90 citations · Full text

, , +17

An uncertainty perception metric network for machinery fault diagnosis under limited noisy source domain and scarce noisy unknown domain

Changdong Wang, Jingli Yang, Huamin Jie et al. · Advanced Engineering Informatics · 2024 · 65 citations

, , +17

Uncertainty quantification in deep convolutional neural network diagnostics of journal bearings with ovalization fault

Diogo Stuani Alves, Gregory Bregion Daniel, Hélio Fiori de Castro et al. · Mechanism and Machine Theory · 2020 · 64 citations

, , +17

Uncertainties in gas-path diagnosis of gas turbines: Representation and impact analysis

Zengbu Liao, Jian Wang, Jinxin Liu et al. · Aerospace Science and Technology · 2021 · 45 citations

, , +14

Model uncertainty quantification for diagnosis of each main coronary artery stenosis

Roohallah Alizadehsani, Mohamad Roshanzamir, Moloud Abdar et al. · Soft Computing · 2019 · 40 citations · Full text

, , +14

1–5 of 15

Authors

62

  1. AB
    Adham Beykikhoshk

    Deakin University, Australia

    1 publications · 40 citations

    1

    h-index

  2. HL
    Hao Li

    Beihang University, China

    1 publications · 39 citations

    1

    h-index

  3. UR
    U. Rajendra Acharya

    Ngee Ann Polytechnic, Singapore

    1 publications · 40 citations

    1

    h-index

  4. AK
    Abbas Khosravi

    Deakin University, Australia

    1 publications · 40 citations

    1

    h-index

  5. SL
    Sifan Li

    National University of Singapore, Singapore

    1 publications · 26 citations

    1

    h-index

1–5 of 62

Institutions

32

  1. Singapore University of Social Sciences

    Singapore, Singapore

    1 h-index

    1 publications

    40 citations

  2. Shippensburg University

    Shippensburg, United States

    1 h-index

    1 publications

    64 citations

  3. Huazhong University of Science and Technology

    Wuhan, China

    1 h-index

    6 publications

    156 citations

  4. West Virginia University

    Morgantown, United States

    1 h-index

    1 publications

    38 citations

  5. Beihang University

    Beijing, China

    1 h-index

    6 publications

    234 citations

  6. Florida Atlantic University

    Boca Raton, United States

    1 h-index

    1 publications

    27 citations

  7. University of Malaya

    Kuala Lumpur, Malaysia

    1 h-index

    1 publications

    40 citations

  8. Sapienza University of Rome

    Rome, Italy

    1 h-index

    2 publications

    44 citations

1–8 of 32

Venues

  1. Measurement

    2 publications · 36 citations

    2

    h-index

  2. 1

    h-index

  3. Reliability Engineering & System Safety

    1 publications · 39 citations

    1

    h-index

  4. Aerospace Science and Technology

    AST · 1 publications · 45 citations

    1

    h-index

  5. International Journal of General Systems

    1 publications · 20 citations

    1

    h-index

1–5