Concepedia

Maintenance Decision Support

Maintenance Decision Support is an academic concept referring to a systematic framework that integrates data-driven analytics and domain-specific knowledge to enable optimal maintenance planning and execution by distinguishing itself from general decision support systems through its specialized focus on predictive maintenance actions.

426

Publications

22K

Citations

1.2K

Authors

478

Institutions

Publications per year

2017–2026

184

Parents

Publications

426

A systematic literature review of machine learning methods applied to predictive maintenance

Thyago Peres Carvalho, Fabrízzio Soares, Roberto Oliveira Vita et al. · Computers & Industrial Engineering · 2019 · 1.4K citations

, , +14

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach

Gian Antonio Susto, Andrea Schirru, Simone Pampuri et al. · IEEE Transactions on Industrial Informatics · 2014 · 850 citations · Full text

, , +16

Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms

Jack C.P. Cheng, Weiwei Chen, Keyu Chen et al. · Automation in Construction · 2020 · 498 citations

, , +16

Intelligent Predictive Decision Support System for Condition-Based Maintenance

Richard C.M. Yam, Peter W. Tse, P.Y.L. Tu · The International Journal of Advanced Manufacturing Technology · 2001 · 438 citations

, , +14

A framework for maintenance concept development

Geert Waeyenbergh, Liliane Pintelon · International Journal of Production Economics · 2002 · 437 citations

, , +10

1–5 of 426

Authors

1.2K

  1. AL
    Ashraf Labib

    University of Portsmouth, United Kingdom

    8 publications · 745 citations

    8

    h-index

  2. LP
    Liliane Pintelon

    KU Leuven, Belgium

    8 publications · 993 citations

    8

    h-index

  3. NZ
    Noureddine Zerhouni

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

    7 publications · 212 citations

    7

    h-index

  4. BI
    Benoît Iung

    Centre de Recherche en Automatique de Nancy, France

    6 publications · 199 citations

    6

    h-index

  5. TT
    Tiedo Tinga

    University of Twente, Netherlands

    5 publications · 193 citations

    5

    h-index

1–5 of 1.2K

Institutions

478

  1. Centre National de la Recherche Scientifique

    Paris, France

    12 h-index

    52 publications

    1.6K citations

  2. University of Twente

    Enschede, The Netherlands

    12 h-index

    29 publications

    1K citations

  3. Luleå University of Technology

    Luleå, Sweden

    11 h-index

    28 publications

    1.3K citations

  4. Centre de Recherche en Automatique de Nancy

    Nancy, France

    9 h-index

    31 publications

    1.2K citations

  5. KU Leuven

    Leuven, Belgium

    9 h-index

    17 publications

    2K citations

  6. University of Michigan

    Ann Arbor, United States

    9 h-index

    17 publications

    1.7K citations

  7. Université de Lorraine

    Nancy, France

    9 h-index

    30 publications

    1.3K citations

  8. Delft University of Technology

    Delft, The Netherlands

    8 h-index

    25 publications

    1.1K citations

1–8 of 478

Venues

  1. Journal of Quality in Maintenance Engineering

    JQME · 19 publications · 1.3K citations

    16

    h-index

  2. Reliability Engineering & System Safety

    12 publications · 692 citations

    12

    h-index

  3. CIRP Annals

    9 publications · 331 citations

    9

    h-index

  4. Procedia CIRP

    9 publications · 384 citations

    9

    h-index

  5. International Journal of Production Economics

    9 publications · 921 citations

    9

    h-index

1–5