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Six Sigma DMAIC×Response Surface Methodology (RSM)×
ValdkondKvaliteedijuhtimineKatsedisain
PerekondProcess / pipelineHypothesis test
Tekkeaasta20141951
LoojaMotorola; Pyzdek & KellerGeorge E. P. Box & K. B. Wilson
TüüpStructured process improvement methodologySecond-order polynomial response surface model
AlgallikasPyzdek, T., & Keller, P. (2014). The Six Sigma Handbook (4th ed.). McGraw-Hill. ISBN: 978-0-07-184053-9Box, G. E. P. & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, Series B, 13(1), 1–45. link ↗
RööpnimetusedDMAIC Framework, Six Sigma Process Improvement Cycle, Define-Measure-Analyze-Improve-Control, Altı Sigma DMAICRSM, Central Composite Design, Box-Behnken Design, CCD
Seotud37
KokkuvõteSix Sigma DMAIC is a data-driven, five-phase process improvement methodology — Define, Measure, Analyze, Improve, and Control — used to reduce defects and process variation to fewer than 3.4 defects per million opportunities. Originating at Motorola in the 1980s and systematized by practitioners including Pyzdek and Keller, it is widely adopted in manufacturing, healthcare, finance, and service industries seeking sustained quality gains.Response Surface Methodology is a collection of statistical and mathematical techniques for building an empirical second-order polynomial model that relates a continuous response variable to two or more controllable input factors, and then locating the factor settings that optimize that response. The approach was introduced by George E. P. Box and K. B. Wilson in their landmark 1951 paper and has since become a cornerstone of process optimization across engineering, chemistry, food science, and pharmaceutics.
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ScholarGateVõrdle meetodeid: Six Sigma DMAIC · Response Surface Methodology. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare