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Analyse de fiabilité assistée par optimisation×Analyse statistique de la fiabilité×
DomainePlans d'expériencesFiabilité
FamilleProcess / pipelineRegression model
Année d'origine1990s–2000s1998
Auteur d'origineEnevoldsen, Sørensen, Der Kiureghian (foundational RBDO formulations, 1990s)William Meeker & Luis Escobar
TypeHybrid quantitative engineering methodParametric lifetime modeling
Source fondatriceHaukaas, T., & Der Kiureghian, A. (2006). Strategies for finding the design point in non-linear finite element reliability analysis. Probabilistic Engineering Mechanics, 21(2), 133–147. DOI ↗Meeker, W. Q., & Escobar, L. A. (1998). Statistical Methods for Reliability Data. Wiley. ISBN: 978-0-471-14328-4
AliasRBDO-coupled reliability analysis, optimization-integrated reliability assessment, reliability-based optimization, OA-RALife Data Analysis, Survival Analysis (Engineering), Time-to-Failure Analysis, Güvenilirlik Analizi
Apparentées63
RésuméOptimization-assisted reliability analysis couples probabilistic reliability assessment with mathematical optimization to simultaneously identify failure probabilities and find design configurations that satisfy reliability targets at minimum cost or weight. Widely applied in structural, mechanical, and aerospace engineering, it integrates methods such as FORM, SORM, or Monte Carlo simulation within an optimization loop so that design decisions are driven by quantified risk rather than deterministic safety factors alone.Statistical reliability analysis models the time-to-failure of components, systems, or products using parametric lifetime distributions fitted to observed or censored failure data. Formalized comprehensively by William Q. Meeker and Luis A. Escobar in their 1998 Wiley monograph, the framework integrates maximum likelihood estimation, censoring mechanisms, and distributional diagnostics to produce probability-of-failure curves, hazard rates, and quantile estimates that support design, warranty, and maintenance decisions.
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ScholarGateComparer des méthodes: Optimization-assisted Reliability Analysis · Reliability Analysis. Consulté le 2026-06-15 sur https://scholargate.app/fr/compare