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Optimeerimisega abistatud Six Sigma DMAIC×Statistiline protsessijuhtimine×
ValdkondKatsedisainKatsedisain
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1990s–2000s (integration period)1924–1931
LoojaSix Sigma: Motorola (Bill Smith, Mikel Harry, 1986); optimization integration formalized in engineering literature through the 1990s–2000sWalter A. Shewhart
TüüpProcess improvement framework with embedded optimizationProcess monitoring and quality control method
AlgallikasAntony, J., & Banuelas, R. (2002). Key ingredients for the effective implementation of Six Sigma program. Measuring Business Excellence, 6(4), 20-27. link ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
RööpnimetusedOptimization-integrated DMAIC, DMAIC with optimization, Six Sigma optimization framework, Opt-DMAICSPC, statistical quality control, process control charting, Shewhart control
Seotud56
KokkuvõteOptimization-assisted Six Sigma DMAIC embeds formal mathematical optimization — response surface methods, metaheuristics, or multi-objective solvers — into the Improve phase of the DMAIC cycle. Rather than relying solely on engineering judgment or one-factor-at-a-time trials, the approach uses designed experiments to build a predictive model of the process and then applies an optimization algorithm to locate factor settings that best satisfy quality, cost, or multiple competing performance targets simultaneously.Statistical Process Control (SPC) is a data-driven quality method that uses statistical techniques — primarily control charts — to monitor a manufacturing or service process over time. By distinguishing natural process variation (common cause) from unusual, actionable variation (special cause), SPC enables practitioners to maintain processes in a stable, predictable state and to detect problems early, before defective output reaches customers.
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ScholarGateVõrdle meetodeid: Optimization-assisted Six Sigma DMAIC · Statistical Process Control. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare