Concepedia

Predictive Maintenance Diagnostics

Predictive Maintenance Diagnostics is a diagnostic methodology that employs data-driven models and real-time monitoring to forecast system degradation and failure in electrical and HVAC systems before they occur, distinguishing itself from reactive and preventive approaches through its reliance on predictive analytics and condition-based decision-making.

66

Publications

3.3K

Citations

246

Authors

122

Institutions

Publications per year

2017–2026

39

Parents

Publications

66

Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges

Jovani Dalzochio, Rafael Kunst, Alécio Pedro Delazari Binotto et al. · Computers in Industry · 2020 · 531 citations

, , +17

Intelligent predictive maintenance for fault diagnosis and prognosis in machine centers: Industry 4.0 scenario

Yi Wang, Kesheng Wang · Advances in Manufacturing · 2017 · 307 citations · Full text

, , +17

Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics

Juan José Montero-Jiménez, Sébastien Schwartz, Rob Vingerhoeds et al. · Journal of Manufacturing Systems · 2020 · 245 citations · Full text

, , +16

Selection of diagnostic techniques and instrumentation in a predictive maintenance program. A case study

Decision Support Systems · 2003 · 168 citations

, , +15

Data science applications for predictive maintenance and materials science in context to Industry 4.0

Abid Haleem, Shashi Bahl, Mohd Javaid et al. · Materials Today Proceedings · 2021 · 121 citations

, , +17

1–5 of 66

Authors

246

  1. EW
    E. Wiedenbrug

    Korea University, South Korea

    4 publications · 103 citations

    4

    h-index

  2. GF
    Gary Frey

    Baker Engineering (United States), United States

    2 publications · 55 citations

    2

    h-index

  3. TT
    Tomáš Tichý

    Czech Technical University in Prague, Czechia

    2 publications · 51 citations

    2

    h-index

  4. JP
    John P. Wilson

    University of Delaware, United States

    2 publications · 55 citations

    2

    h-index

  5. PR
    Pablo Rodrigues Muniz

    Instituto Federal do Espírito Santo, Brazil

    2 publications · 82 citations

    2

    h-index

1–5 of 246

Institutions

122

  1. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    10 publications

    603 citations

  2. Institut National Polytechnique de Toulouse

    Toulouse, France

    2 h-index

    2 publications

    256 citations

  3. Baker Engineering (United States)

    Nunica, United States

    2 h-index

    4 publications

    96 citations

  4. Institut Supérieur de l'Aéronautique et de l'Espace (ISAE-SUPAERO)

    Toulouse, France

    2 h-index

    5 publications

    991 citations

  5. Universiti Teknologi Petronas

    Ipoh, Malaysia

    2 h-index

    4 publications

    55 citations

  6. Université Claude Bernard Lyon 1

    Villeurbanne, France

    2 h-index

    2 publications

    96 citations

  7. École Centrale de Lyon

    Écully, France

    2 h-index

    3 publications

    124 citations

  8. Oregon State University

    Corvallis, United States

    2 h-index

    8 publications

    192 citations

1–8 of 122

Venues

  1. IEEE Transactions on Industry Applications

    3 publications · 170 citations

    3

    h-index

  2. 2

    h-index

  3. Materials Today Proceedings

    2 publications · 132 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 38 citations

    2

    h-index

  5. 1

    h-index

1–5