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Prognostika a predikce zbývající užitečné životnosti (RUL)×Počítání podle dešťových kapek×
OborInženýrství spolehlivostiInženýrství spolehlivosti
RodinaProcess / pipelineProcess / pipeline
Rok vzniku2000s1974
TvůrceGeorge Vachtsevanos and othersTatsuo Endo
TypPredictive analytics methodologyCycle counting algorithm
Původní zdrojVachtsevanos, G., Lewis, F. L., Roemer, M., Hess, A., & Wu, B. (2006). Intelligent Fault Diagnosis and Prognosis for Engineering Systems. Wiley. DOI ↗Goodman, J. (1899). Mechanics Applied to Engineering. Longman, Green and Co. link ↗
Další názvyRUL, Remaining useful life, PHM, Prognostics and Health ManagementRainflow cycle counting, RFC
Příbuzné44
ShrnutíPrognostics 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.Rainflow counting is a fatigue cycle counting method that converts a complex stress history into individual cycles for damage assessment. Developed by Tatsuo Endo and colleagues in 1974, it provides the most physically realistic representation of fatigue damage when combined with Miner's linear cumulative damage hypothesis. The algorithm has become the industry standard in reliability engineering and vibration analysis.
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ScholarGatePorovnat metody: Prognostics and Remaining Useful Life · Rainflow Counting. Získáno 2026-06-18 z https://scholargate.app/cs/compare