Reliability analysis using a multi-metamodel complement-basis approach

Rui Teixeira, Beatriz Martinez-Pastor, Maria Nogal and O’Connor, Alan

Reliability Engineering and System Safety, 2021, vol. 205, issue C

Abstract: The present work discusses an innovative approach to metamodeling in reliability that uses a field-transversal rationale. Adaptive metamodeling in reliability is characterized by its large spectra of models and techniques with different assumptions. As a result, the reliability engineer is frequently faced with the highly challenging task of selecting an appropriate model or technique with limited a priori knowledge about the performance function that defines the problem of reliability.

Keywords: reliability analysis; adaptive metamodeling; response surface method; polynomial chaos expansion; Kriging; complement-basis; multiple metamodel selection (search for similar items in EconPapers)
Date: 2021
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Citations: View citations in EconPapers (6)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:205:y:2021:i:c:s0951832020307481

DOI: 10.1016/j.ress.2020.107248

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