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Сикс сигма ДМАИК уз помоћ симулације×Statistička kontrola procesa uz pomoć simulacije×
OblastEksperimentalni dizajnEksperimentalni dizajn
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka2000s–present (systematic integration of simulation with DMAIC)1980s–present
TvoracIntegration practice emerged from industrial engineering and operations research communities; DMAIC framework originates with Motorola/GE Six Sigma (1980s–1990s)Walter A. Shewhart (SPC foundations); simulation integration developed through industrial engineering literature from the 1980s onward
TipHybrid process-improvement methodologyHybrid quantitative method
Temeljni izvorMontgomery, D. C. (2009). Introduction to Statistical Quality Control (6th ed.). John Wiley & Sons. ISBN: 978-0470169926Montgomery, D. C. (2009). Introduction to Statistical Quality Control (6th ed.). Wiley. ISBN: 978-0470169926
Drugi naziviSim-DMAIC, Simulation-integrated DMAIC, Six Sigma with simulation, DMAIC simulation modelingSimulation-based SPC, Monte Carlo SPC, SA-SPC, Simulation-integrated SPC
Srodne66
SažetakSimulation-assisted Six Sigma DMAIC embeds discrete-event or Monte Carlo simulation models inside the classic DMAIC cycle (Define, Measure, Analyze, Improve, Control) to test process changes virtually before committing to physical implementation. By running thousands of simulated scenarios, teams quantify variation, identify bottlenecks, and verify improvement hypotheses at low cost and with minimal disruption to live operations.Simulation-assisted statistical process control (SA-SPC) combines computer simulation — typically Monte Carlo or discrete-event simulation — with classical SPC methods to design, test, and calibrate control charts and monitoring schemes before or alongside deployment on a real production process. Rather than relying solely on closed-form analytical assumptions, SA-SPC uses simulated data to evaluate chart performance under realistic, often non-normal process conditions.
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ScholarGateUporedite metode: Simulation-assisted Six Sigma DMAIC · Simulation-assisted statistical process control. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare