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Pronostics et prédiction de la durée de vie utile restante (RUL)×Méthode de Fiabilité du Premier Ordre (FORM)×
DomaineIngénierie de la fiabilitéIngénierie de la fiabilité
FamilleProcess / pipelineProcess / pipeline
Année d'origine2000s1969
Auteur d'origineGeorge Vachtsevanos and othersAllin Cornell
TypePredictive analytics methodologyReliability analysis method
Source fondatriceVachtsevanos, G., Lewis, F. L., Roemer, M., Hess, A., & Wu, B. (2006). Intelligent Fault Diagnosis and Prognosis for Engineering Systems. Wiley. DOI ↗Cornell, C. A. (1969). A probability-based structural code. Journal of the American Concrete Institute, 66(12), 974-985. DOI ↗
AliasRUL, Remaining useful life, PHM, Prognostics and Health ManagementFORM, First-order second-moment method
Apparentées44
RésuméPrognostics and Health Management (PHM) is a methodology for predicting the remaining useful life (RUL) of equipment by monitoring its condition and extrapolating degradation trends. Unlike reactive maintenance (wait for failure) or preventive maintenance (fixed schedules), prognostics enable predictive maintenance: act only when failure is imminent. Formalized in the 2000s by researchers including George Vachtsevanos, RUL prediction integrates sensor data, degradation models, and uncertainty quantification to inform maintenance planning and reduce downtime.The First-Order Reliability Method (FORM) is a probabilistic technique for estimating the probability of structural failure given uncertain input parameters. Developed by Allin Cornell in 1969 and refined by Hasofer and Lind in 1974, FORM provides a computationally efficient approximation to the true failure probability by linearizing the limit-state function at the most probable failure point. It has become the cornerstone of modern structural reliability analysis and risk-based design.
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  2. 4 Sources
  3. PUBLISHED

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ScholarGateComparer des méthodes: Prognostics and Remaining Useful Life · First-Order Reliability Method. Consulté le 2026-06-18 sur https://scholargate.app/fr/compare