System-level failure prognostics: Literature review and main challenges

Ferhat Tamssaouet, Khanh TP Nguyen, Kamal Medjaher and Marcos Eduardo Orchard

Journal of Risk and Reliability, 2023, vol. 237, issue 3, 524-545

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.

Keywords: System-level prognostics; complex systems; heterogeneous systems; interdependencies; system remaining useful life; uncertainty (search for similar items in EconPapers)
Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:sae:risrel:v:237:y:2023:i:3:p:524-545

DOI: 10.1177/1748006X221118448

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