Concepedia

Maintenance Data-driven Decision Support

Maintenance Data-Driven Decision Support is a systematic framework that leverages empirical maintenance data and analytical models to generate actionable insights and optimize decision-making processes in maintenance management.

103

Publications

6.6K

Citations

331

Authors

142

Institutions

Publications per year

2017–2026

66

Parents

Publications

103

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

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

Big data and stream processing platforms for Industry 4.0 requirements mapping for a predictive maintenance use case

Radhya Sahal, John G. Breslin, Muhammad Intizar Ali · Journal of Manufacturing Systems · 2019 · 346 citations

, , +17

A decision analysis model for maintenance policy selection using a CMMS

Ashraf Labib · Journal of Quality in Maintenance Engineering · 2004 · 236 citations

, , +15

Critical review of data-driven decision-making in bridge operation and maintenance

Chengke Wu, Peng Wu, Jun Wang et al. · Structure and Infrastructure Engineering · 2020 · 180 citations · Full text

, , +16

1–5 of 103

Authors

331

  1. AL
    Ashraf Labib

    University of Portsmouth, United Kingdom

    5 publications · 497 citations

    5

    h-index

  2. MP
    Michael P. Brundage

    National Institute of Standards and Technology, United States

    4 publications · 100 citations

    4

    h-index

  3. JB
    Jan Braaksma

    University of Twente, Netherlands

    3 publications · 113 citations

    3

    h-index

  4. TT
    Tiedo Tinga

    University of Twente, Netherlands

    3 publications · 113 citations

    3

    h-index

  5. GP
    Giuditta Pezzotta

    University of Bergamo, Italy

    2 publications · 41 citations

    2

    h-index

1–5 of 331

Institutions

142

  1. University of Manchester

    Manchester, United Kingdom

    4 h-index

    6 publications

    668 citations

  2. University of Twente

    Enschede, The Netherlands

    4 h-index

    12 publications

    480 citations

  3. National Institute of Standards and Technology

    Gaithersburg, United States

    4 h-index

    11 publications

    299 citations

  4. Eindhoven University of Technology

    Eindhoven, The Netherlands

    3 h-index

    8 publications

    415 citations

  5. Luleå University of Technology

    Luleå, Sweden

    3 h-index

    9 publications

    447 citations

  6. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    243 citations

  7. Marche Polytechnic University

    Ancona, Italy

    2 h-index

    10 publications

    332 citations

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

    Besançon, France

    2 h-index

    9 publications

    155 citations

1–8 of 142

Venues

  1. Journal of Quality in Maintenance Engineering

    JQME · 7 publications · 458 citations

    7

    h-index

  2. Automation in Construction

    4 publications · 706 citations

    4

    h-index

  3. Reliability Engineering & System Safety

    4 publications · 240 citations

    4

    h-index

  4. Computers in Industry

    3 publications · 184 citations

    3

    h-index

  5. Applied Sciences

    3 publications · 52 citations

    3

    h-index

1–5