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Robust Six Sigma DMAIC×Katseplaneerimine×
ValdkondKatsedisainKatsedisain
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s (integration period)1935
LoojaMotorola (Six Sigma, 1986); Taguchi robust design integrated into DMAIC by quality engineering practitioners in the 1990s–2000sRonald A. Fisher
TüüpHybrid process improvement and robust engineering methodologyExperimental planning framework
AlgallikasAntony, J. (2006). Six Sigma for service processes. Business Process Management Journal, 12(2), 234–248. DOI ↗Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
RööpnimetusedRobust DMAIC, Six Sigma with Robust Design, Taguchi-integrated DMAIC, R-DMAICDOE, experimental design, factorial experimentation, planned experimentation
Seotud43
KokkuvõteRobust Six Sigma DMAIC embeds Taguchi's robust design philosophy within the classic Define-Measure-Analyze-Improve-Control framework. Rather than optimizing a process only for average performance, this hybrid approach simultaneously minimizes process variation caused by noise factors — environmental shifts, material lot differences, operator variability — so that the outcome remains near target even when uncontrollable conditions change. The result is a process that is both capable and insensitive to real-world disturbances.Design of Experiments (DOE) is a systematic framework for planning, conducting, and analyzing controlled experiments to determine how multiple input factors simultaneously affect one or more responses. Introduced by Ronald A. Fisher in 1935, DOE allows researchers and engineers to identify causal relationships, quantify factor effects, and find optimal settings efficiently — using far fewer runs than one-factor-at-a-time approaches. It is foundational in engineering, manufacturing, agriculture, and applied sciences.
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ScholarGateVõrdle meetodeid: Robust Six Sigma DMAIC · Design of experiments. Loetud 2026-06-19 aadressilt https://scholargate.app/et/compare