Concepedia

Predictive Maintenance Planning

Predictive Maintenance Planning is a maintenance coordination method that uses condition-monitoring data and analytical models to determine optimal intervention times by forecasting equipment failures before they occur.

226

Publications

15.5K

Citations

739

Authors

308

Institutions

Publications per year

2017–2026

157

Parents

Publications

226

Predictive maintenance in the Industry 4.0: A systematic literature review

Tiago Zonta, Cristiano André da Costa, Rodrigo da Rosa Righi et al. · Computers & Industrial Engineering · 2020 · 1.2K citations

, , +16

How to Use t-SNE Effectively

Martin Wattenberg, Fernanda Viégas, Ian Johnson · Distill · 2016 · 852 citations · Full text

, , +13

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

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

SIMAP: Intelligent System for Predictive Maintenance

Mari Cruz García-Gutiérrez, Miguel A. Sanz‐Bobi, Javier del Pico · Computers in Industry · 2006 · 311 citations

, , +14

1–5 of 226

Authors

739

  1. MM
    Manuel Moreno‐Eguilaz

    Universitat Politècnica de Catalunya, Spain

    5 publications · 131 citations

    5

    h-index

  2. JR
    Jordi‐Roger Riba

    Universitat Politècnica de Catalunya, Spain

    5 publications · 131 citations

    5

    h-index

  3. MM
    Mihaela Mitici

    Delft University of Technology, Netherlands

    4 publications · 550 citations

    4

    h-index

  4. ÁG
    Álvaro Gómez‐Pau

    Universitat Politècnica de Catalunya, Spain

    3 publications · 78 citations

    3

    h-index

  5. ID
    Ingeborg de Pater

    Delft University of Technology, Netherlands

    3 publications · 351 citations

    3

    h-index

1–5 of 739

Institutions

308

  1. Delft University of Technology

    Delft, The Netherlands

    9 h-index

    19 publications

    2K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    9 h-index

    17 publications

    1.1K citations

  3. Shanghai Jiao Tong University

    Shanghai, China

    5 h-index

    11 publications

    1.2K citations

  4. Universitat Politècnica de Catalunya

    Barcelona, Spain

    5 h-index

    16 publications

    415 citations

  5. University of Twente

    Enschede, The Netherlands

    4 h-index

    11 publications

    660 citations

  6. Norwegian University of Science and Technology

    Trondheim, Norway

    4 h-index

    11 publications

    520 citations

  7. National Technical University of Athens

    Athens, Greece

    4 h-index

    10 publications

    596 citations

  8. Université de Technologie de Troyes

    Troyes, France

    4 h-index

    7 publications

    441 citations

1–8 of 308

Venues

  1. Reliability Engineering & System Safety

    19 publications · 2.4K citations

    19

    h-index

  2. Computers & Industrial Engineering

    7 publications · 1.6K citations

    7

    h-index

  3. Procedia CIRP

    6 publications · 189 citations

    6

    h-index

  4. Robotics and Computer-Integrated Manufacturing

    5 publications · 395 citations

    5

    h-index

  5. Automation in Construction

    4 publications · 599 citations

    4

    h-index

1–5