Comparer des méthodes
Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.
| Pronostics et prédiction de la durée de vie utile restante (RUL)× | Méthode de Fiabilité du Premier Ordre (FORM)× | |
|---|---|---|
| Domaine | Ingénierie de la fiabilité | Ingénierie de la fiabilité |
| Famille | Process / pipeline | Process / pipeline |
| Année d'origine≠ | 2000s | 1969 |
| Auteur d'origine≠ | George Vachtsevanos and others | Allin Cornell |
| Type≠ | Predictive analytics methodology | Reliability analysis method |
| Source fondatrice≠ | Vachtsevanos, 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 ↗ |
| Alias≠ | RUL, Remaining useful life, PHM, Prognostics and Health Management | FORM, First-order second-moment method |
| Apparentées | 4 | 4 |
| Résumé≠ | Prognostics 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. |
| ScholarGateJeu de données ↗ |
|
|