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Carta Kawalan Dibantu Simulasi×DMAIC Six Sigma×
BidangReka Bentuk EksperimenPengurusan Kualiti
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1920s (control charts); simulation integration from 1980s–1990s2014
PengasasWalter A. Shewhart (control charts); simulation integration developed through work of W.H. Woodall, D.C. Montgomery and collaboratorsMotorola; Pyzdek & Keller
JenisHybrid quality monitoring methodStructured process improvement methodology
Sumber perintisWoodall, W. H., & Montgomery, D. C. (1999). Research issues and ideas in statistical process control. Journal of Quality Technology, 31(4), 376–386. DOI ↗Pyzdek, T., & Keller, P. (2014). The Six Sigma Handbook (4th ed.). McGraw-Hill. ISBN: 978-0-07-184053-9
Aliassimulation-based SPC, Monte Carlo control chart design, simulation-enhanced SPC, virtual control chartDMAIC Framework, Six Sigma Process Improvement Cycle, Define-Measure-Analyze-Improve-Control, Altı Sigma DMAIC
Berkaitan63
RingkasanSimulation-assisted control chart integrates Monte Carlo or discrete-event simulation with traditional Shewhart-type control charting to design, validate, and optimize chart parameters before deployment on a real process. Rather than relying solely on assumed distributional forms, the practitioner builds a simulation model of the process, generates virtual data under in-control and out-of-control scenarios, and uses these runs to calibrate control limits, estimate average run length (ARL), and stress-test chart sensitivity — all without interrupting production.Six 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.
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ScholarGateBandingkan kaedah: Simulation-assisted control chart · Six Sigma DMAIC. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare