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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Analiza e besueshmërisë robuste×Dizajni Robust i Faktorëve Fraksionalë×
FushaDizajni eksperimentalDizajni eksperimental
FamiljaProcess / pipelineProcess / pipeline
Viti i origjinës1980s–1990s (integration formalized in engineering literature)1980s (Taguchi's crossed-array approach); fractional factorial roots 1935–1945
KrijuesiSynthesized from Taguchi robust design and classical reliability theory (Kececioglu, Taguchi)Genichi Taguchi (robust parameter design); fractional factorial foundations by Ronald Fisher and Frank Yates
LlojiQuantitative reliability engineering methodExperimental design / robust parameter design
Burimi themeluesKececioglu, D. (1991). Reliability Engineering Handbook (Vol. 1). Prentice Hall. ISBN: 978-0137720774Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443
Emërtime të tjeraRRA, reliability robustness analysis, uncertainty-aware reliability analysis, robust probabilistic reliabilityrobust FFD, robust fractional factorial experiment, crossed-array fractional factorial, Taguchi-style fractional factorial
Të lidhura42
PërmbledhjaRobust reliability analysis is an engineering method that combines classical reliability estimation with robustness principles to quantify and improve system dependability in the presence of parameter uncertainty and variability. Rather than assuming fixed input values, it propagates distributions of noise factors through a reliability model to produce probability-of-failure estimates that remain valid across a range of operating conditions and manufacturing tolerances.Robust fractional factorial design combines the run-count efficiency of fractional factorial arrays with Taguchi's robust parameter design philosophy. By simultaneously manipulating control factors (inner array) and noise factors (outer array) — each structured as a fractional factorial — the method identifies factor settings that minimize product or process variation due to uncontrollable conditions, without requiring a full factorial experiment.
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  1. v1
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  3. PUBLISHED

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ScholarGateKrahasoni metodat: Robust Reliability Analysis · Robust Fractional Factorial Design. Marrë më 2026-06-18 nga https://scholargate.app/sq/compare