IDEAS home Printed from https://ideas.repec.org/a/spr/joinma/v34y2023i1d10.1007_s10845-022-02002-2.html
   My bibliography  Save this article

Smart retrofitting in maintenance: a systematic literature review

Author

Listed:
  • David Sanchez-Londono

    (Universidad de los Andes
    Politecnico di Milano)

  • Giacomo Barbieri

    (Universidad de los Andes)

  • Luca Fumagalli

    (Politecnico di Milano)

Abstract

The last decade saw the rise of digitalization and data-supported decision making in the manufacturing industry: the Fourth Industrial Revolution. This trend, also known as Industry 4.0, allows manufacturing enterprises to discover manufacturing uncertainties and measure their real manufacturing capability. One of the ways in which Industry 4.0 trends have been exploited is in the improvement of maintenance, which went from following planning-focused paradigms to more proactive-focused stances. Enabling the Industry 4.0 vision for maintenance purposes has historically required companies to either replace or upgrade their existing legacy devices. It is through the latter course of action that Smart retrofitting in maintenance (SRM) intends to bring value to enterprises. This work aims to present a systematic literature review on SRM, utilizing the oft-cited PRISMA methodology. Through this analysis, a definition of SRM that reflects the current state of the art is proposed. Furthermore, the research in SRM applied in the context of different maintenance strategies is assessed (i.e. reactive, planned, proactive and strategic maintenance), and the most common drivers and challenges in SRM are presented. Finally, a roadmap for the implementation of SRM is proposed. The analysis of the SRM literature reveals that there are important research opportunities in the exploitation of SRM for strategic maintenance and asset management. The authors hope that this document leads to the consolidation of a new research area that aims to add value to maintenance in enterprises through the application of smart retrofitting in preexisting legacy devices.

Suggested Citation

  • David Sanchez-Londono & Giacomo Barbieri & Luca Fumagalli, 2023. "Smart retrofitting in maintenance: a systematic literature review," Journal of Intelligent Manufacturing, Springer, vol. 34(1), pages 1-19, January.
    • Handle: RePEc:spr:joinma:v:34:y:2023:i:1:d:10.1007_s10845-022-02002-2
    DOI: 10.1007/s10845-022-02002-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10845-022-02002-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10845-022-02002-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Muchiri, Peter & Pintelon, Liliane & Gelders, Ludo & Martin, Harry, 2011. "Development of maintenance function performance measurement framework and indicators," International Journal of Production Economics, Elsevier, vol. 131(1), pages 295-302, May.
    2. Wo Jae Lee & Kevin Xia & Nancy L. Denton & Bruno Ribeiro & John W. Sutherland, 2021. "Development of a speed invariant deep learning model with application to condition monitoring of rotating machinery," Journal of Intelligent Manufacturing, Springer, vol. 32(2), pages 393-406, February.
    3. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
    4. Ercan Oztemel & Samet Gursev, 2020. "Literature review of Industry 4.0 and related technologies," Journal of Intelligent Manufacturing, Springer, vol. 31(1), pages 127-182, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Giacomo Barbieri & Jose Daniel Hernandez, 2024. "Sustainability Indices and RAM Analysis for Maintenance Decision Making Considering Environmental Sustainability," Sustainability, MDPI, vol. 16(3), pages 1-23, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ludoviko Zirimenya & Fatima Mahmud-Ajeigbe & Ruth McQuillan & You Li, 2020. "A systematic review and meta-analysis to assess the association between urogenital schistosomiasis and HIV/AIDS infection," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 14(6), pages 1-13, June.
    2. Patrick Zschech & Kai Heinrich & Raphael Bink & Janis S. Neufeld, 2019. "Prognostic Model Development with Missing Labels," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(3), pages 327-343, June.
    3. Trang Nguyen & Sara Holton & Thach Tran & Jane Fisher, 2019. "Informal mental health interventions for people with severe mental illness in low and lower middle-income countries: A systematic review of effectiveness," International Journal of Social Psychiatry, , vol. 65(3), pages 194-206, May.
    4. Alessandro Concari & Gerjo Kok & Pim Martens, 2020. "A Systematic Literature Review of Concepts and Factors Related to Pro-Environmental Consumer Behaviour in Relation to Waste Management Through an Interdisciplinary Approach," Sustainability, MDPI, vol. 12(11), pages 1-50, May.
    5. Damiano Pizzol & Mike Trott & Igor Grabovac & Mario Antunes & Anna Claudia Colangelo & Simona Ippoliti & Cristian Petre Ilie & Anne Carrie & Nicola Veronese & Lee Smith, 2021. "Laparoscopy in Low-Income Countries: 10-Year Experience and Systematic Literature Review," IJERPH, MDPI, vol. 18(11), pages 1-11, May.
    6. Alessandro Margherita & Emanuele Banchi & Alfredo Biffi & Gianluca di Castri & Rocco Morelli, 2022. "Beyond Total Cost Management (TCM) to Systemic Value Management (SVM): Transformational Trends and a Research Manifesto for an Evolving Discipline," Sustainability, MDPI, vol. 14(19), pages 1-16, October.
    7. Fabio Magnacca & Riccardo Giannetti, 2024. "Management accounting and new product development: a systematic literature review and future research directions," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(2), pages 651-685, June.
    8. Evans, Rhiannon & White, James & Turley, Ruth & Slater, Thomas & Morgan, Helen & Strange, Heather & Scourfield, Jonathan, 2017. "Comparison of suicidal ideation, suicide attempt and suicide in children and young people in care and non-care populations: Systematic review and meta-analysis of prevalence," Children and Youth Services Review, Elsevier, vol. 82(C), pages 122-129.
    9. Hang-Nga Mai & Jaeil Kim & Youn-Hee Choi & Du-Hyeong Lee, 2020. "Accuracy of Portable Face-Scanning Devices for Obtaining Three-Dimensional Face Models: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 18(1), pages 1-15, December.
    10. D. L. I. H. K. Peiris & Yanping Duan & Corneel Vandelanotte & Wei Liang & Min Yang & Julien Steven Baker, 2022. "Effects of In-Classroom Physical Activity Breaks on Children’s Academic Performance, Cognition, Health Behaviours and Health Outcomes: A Systematic Review and Meta-Analysis of Randomised Controlled Tr," IJERPH, MDPI, vol. 19(15), pages 1-27, August.
    11. Stephanie Kovacs & Stephen E Hawes & Stephen N Maley & Emily Mosites & Ling Wong & Andy Stergachis, 2014. "Technologies for Detecting Falsified and Substandard Drugs in Low and Middle-Income Countries," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-11, March.
    12. Najmiatul Fitria & Antoinette D. I. Asselt & Maarten J. Postma, 2019. "Cost-effectiveness of controlling gestational diabetes mellitus: a systematic review," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 407-417, April.
    13. Hyun Woo Lee & Jung Kyu Lee & Eunyoung Kim & Jae-Joon Yim & Chang-Hoon Lee, 2016. "The Effectiveness and Safety of Fluoroquinolone-Containing Regimen as a First-Line Treatment for Drug-Sensitive Pulmonary Tuberculosis: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-15, July.
    14. Jung Soo Kim & Jinkyeong Park & Seong Yong Lim & Yeon-Mok Oh & Kwang Ha Yoo & Yong Bum Park & Seung Soo Sheen & Min-Ji Kim & K C Carriere & Ji Ye Jung & Hye Yun Park, 2015. "Comparison of Clinical Efficacy and Safety between Indacaterol and Tiotropium in COPD: Meta-Analysis of Randomized Controlled Trials," PLOS ONE, Public Library of Science, vol. 10(3), pages 1-12, March.
    15. Shuting Wang & Jie Meng & Yuanlong Xie & Liquan Jiang & Han Ding & Xinyu Shao, 2023. "Reference training system for intelligent manufacturing talent education: platform construction and curriculum development," Journal of Intelligent Manufacturing, Springer, vol. 34(3), pages 1125-1164, March.
    16. Giuseppe La Torre & Remigio Bova & Rosario Andrea Cocchiara & Cristina Sestili & Anna Tagliaferri & Simona Maggiacomo & Camilla Foschi & William Zomparelli & Maria Vittoria Manai & David Shaholli & Va, 2023. "What Are the Determinants of the Quality of Systematic Reviews in the International Journals of Occupational Medicine? A Methodological Study Review of Published Literature," IJERPH, MDPI, vol. 20(2), pages 1-12, January.
    17. Eric P F Chow & Joseph D Tucker & Frank Y Wong & Eric J Nehl & Yanjie Wang & Xun Zhuang & Lei Zhang, 2014. "Disparities and Risks of Sexually Transmissible Infections among Men Who Have Sex with Men in China: A Meta-Analysis and Data Synthesis," PLOS ONE, Public Library of Science, vol. 9(2), pages 1-13, February.
    18. Ricky D Turgeon & Michael R Kolber & Peter Loewen & Ursula Ellis & James P McCormack, 2019. "Higher versus lower doses of ACE inhibitors, angiotensin-2 receptor blockers and beta-blockers in heart failure with reduced ejection fraction: Systematic review and meta-analysis," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-18, February.
    19. Christoph March & Ina Schieferdecker, 2021. "Technological Sovereignty as Ability, Not Autarky," CESifo Working Paper Series 9139, CESifo.
    20. Adrián Csordás & Péter Lengyel & István Füzesi, 2022. "Who Prefers Regional Products? A Systematic Literature Review of Consumer Characteristics and Attitudes in Short Food Supply Chains," Sustainability, MDPI, vol. 14(15), pages 1-17, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:joinma:v:34:y:2023:i:1:d:10.1007_s10845-022-02002-2. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.