IDEAS home Printed from https://ideas.repec.org/a/sae/risrel/v237y2023i3p524-545.html
   My bibliography  Save this article

System-level failure prognostics: Literature review and main challenges

Author

Listed:
  • Ferhat Tamssaouet
  • Khanh TP Nguyen
  • Kamal Medjaher
  • Marcos Eduardo Orchard

Abstract

This paper reviews methods and practices for addressing the concepts of system-level prognostics (SLP) and system remaining useful life (SRUL) estimation applied to multicomponent systems. A precise definition of SLP is provided, emphasizing the advantages of its use in terms of identifying the scope of SLP applications. In addition, a comprehensive review of the literature is provided to properly classify and compare the findings of previously published studies in the field of SLP and evaluate the effectiveness of the available methodologies within the different stages of prognostic development. Finally, and considering that SLP is still a relatively recent research field, we also provide a thorough discussion on the main challenges that remain to be solved before achieving complete technology transfer, as well as future research directions.

Suggested Citation

  • Ferhat Tamssaouet & Khanh TP Nguyen & Kamal Medjaher & Marcos Eduardo Orchard, 2023. "System-level failure prognostics: Literature review and main challenges," Journal of Risk and Reliability, , vol. 237(3), pages 524-545, June.
    • Handle: RePEc:sae:risrel:v:237:y:2023:i:3:p:524-545
    DOI: 10.1177/1748006X221118448
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1748006X221118448
    Download Restriction: no
    File URL: https://libkey.io/10.1177/1748006X221118448?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
    ---><---

    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:sae:risrel:v:237:y:2023:i:3:p:524-545. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: SAGE Publications (email available below). General contact details of provider: .

    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.