Concepedia

Hybrid Prognostics

Hybrid Prognostics is a predictive maintenance methodology that integrates data-driven and model-based approaches to jointly leverage empirical observations and physical system knowledge for improved degradation assessment and remaining useful life estimation.

129

Publications

9.4K

Citations

398

Authors

165

Institutions

Publications per year

2017–2026

80

Parents

Publications

129

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.8K citations

, , +16

Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction

Linxia Liao, Felix Köttig · IEEE Transactions on Reliability · 2014 · 541 citations

, , +15

A particle-filtering approach for on-line fault diagnosis and failure prognosis

Marcos E. Orchard, George Vachtsevanos · Transactions of the Institute of Measurement and Control · 2009 · 453 citations

, , +17

Fusing physics-based and deep learning models for prognostics

Manuel Arias Chao, Chetan S. Kulkarni, Kai Goebel et al. · Repository for Publications and Research Data (ETH Zurich) · 2022 · 349 citations · Full text

, , +17

A hybrid framework combining data-driven and model-based methods for system remaining useful life prediction

Linxia Liao, Felix Köttig · Applied Soft Computing · 2016 · 251 citations

, , +14

1–5 of 129

Authors

398

  1. KG
    Kai Goebel

    Ames Research Center, United States

    4 publications · 446 citations

    4

    h-index

  2. NZ
    Noureddine Zerhouni

    Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies, France

    4 publications · 329 citations

    4

    h-index

  3. MP
    Michael Pecht

    University of Maryland, College Park, United States

    4 publications · 229 citations

    4

    h-index

  4. CH
    Cheng‐Geng Huang

    University of Electronic Science and Technology of China, China

    3 publications · 318 citations

    3

    h-index

  5. JX
    Jiuping Xu

    Sichuan University, China

    3 publications · 253 citations

    3

    h-index

1–5 of 398

Institutions

165

  1. Beihang University

    Beijing, China

    10 h-index

    17 publications

    770 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    28 publications

    2K citations

  3. Xi'an Jiaotong University

    Xi'an, China

    7 h-index

    23 publications

    7.8K citations

  4. Tsinghua University

    Beijing, China

    7 h-index

    23 publications

    519 citations

  5. University of Maryland, College Park

    College Park, United States

    6 h-index

    10 publications

    560 citations

  6. Ames Research Center

    Mountain View, United States

    6 h-index

    8 publications

    523 citations

  7. Franche-Comté Électronique Mécanique Thermique et Optique - Sciences et Technologies

    Besançon, France

    5 h-index

    14 publications

    1.3K citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    14 publications

    693 citations

1–8 of 165

Venues

  1. IEEE Transactions on Reliability

    5 publications · 2.6K citations

    5

    h-index

  2. IEEE Access

    5 publications · 149 citations

    5

    h-index

  3. Reliability Engineering & System Safety

    5 publications · 444 citations

    5

    h-index

  4. IEEE Transactions on Industrial Electronics

    5 publications · 345 citations

    5

    h-index

  5. Annual Conference of the PHM Society

    Conference · 4 publications · 63 citations

    4

    h-index

1–5