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강건 신뢰도 분석×강건 부분 요인 설계×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1980s–1990s (integration formalized in engineering literature)1980s (Taguchi's crossed-array approach); fractional factorial roots 1935–1945
창시자Synthesized from Taguchi robust design and classical reliability theory (Kececioglu, Taguchi)Genichi Taguchi (robust parameter design); fractional factorial foundations by Ronald Fisher and Frank Yates
유형Quantitative reliability engineering methodExperimental design / robust parameter design
원전Kececioglu, 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
별칭RRA, reliability robustness analysis, uncertainty-aware reliability analysis, robust probabilistic reliabilityrobust FFD, robust fractional factorial experiment, crossed-array fractional factorial, Taguchi-style fractional factorial
관련42
요약Robust 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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ScholarGate방법 비교: Robust Reliability Analysis · Robust Fractional Factorial Design. 2026-06-18에 다음에서 검색함: https://scholargate.app/ko/compare