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Metodologie povrchové odezvy s optimalizací pomocí funkce žádoucnosti×Vysoce zrychlené testování životnosti (HALT)×
OborInženýrství spolehlivostiInženýrství spolehlivosti
RodinaProcess / pipelineProcess / pipeline
Rok vzniku19511990s
TvůrceGeorge Box and Kenneth WilsonWilliam Leis and others
TypOptimization methodologyProduct reliability testing methodology
Původní zdrojBox, G. E. P., & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, 13(1), 1-45. DOI ↗Leis, B. N., & Stephens, D. R. (2011). Reliability methodologies for structural integrity assessment. Journal of Pressure Vessel Technology, 133(5), 051204. link ↗
Další názvyRSM, Desirability function, Multi-response optimizationHALT, Accelerated stress testing, HASS
Příbuzné44
ShrnutíResponse Surface Methodology (RSM) is a set of statistical and mathematical techniques for modeling and optimizing processes with multiple inputs (factors) and outputs (responses). The Desirability Function approach, introduced by Harrington (1965) and refined by Derringer and Suich (1980), extends RSM to solve multi-response optimization problems by combining competing objectives into a single index. This methodology is essential in product and process development where engineers must balance performance, cost, and reliability.Highly Accelerated Life Testing (HALT) is a methodology for rapidly identifying design weaknesses and determining the margin between normal operating conditions and product failure. By applying extreme but non-destructive stress profiles (thermal, vibration, etc.), HALT accelerates the failure clock to reveal latent defects in weeks rather than years. Developed intensively from the 1980s onward and refined by practitioners in electronics and mechanical systems, HALT has become essential in accelerated product development and reliability validation.
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ScholarGatePorovnat metody: Response Surface Desirability Function · Highly Accelerated Life Testing. Získáno 2026-06-17 z https://scholargate.app/cs/compare