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Phân tích Năng lực Quy trình Hỗ trợ Mô phỏng×Six Sigma DMAIC×
Lĩnh vựcThiết kế thí nghiệmQuản lý chất lượng
HọProcess / pipelineProcess / pipeline
Năm ra đời1980s–1990s (mature practice by mid-1990s)2014
Người khởi xướngDeveloped through integration of Monte Carlo simulation with classical capability indices (Juran, Kane, Kotz and colleagues)Motorola; Pyzdek & Keller
LoạiQuantitative engineering quality methodStructured process improvement methodology
Công trình gốcKotz, S., & Lovelace, C. R. (1998). Process Capability Indices in Theory and Practice. Arnold. ISBN: 978-0340691281Pyzdek, T., & Keller, P. (2014). The Six Sigma Handbook (4th ed.). McGraw-Hill. ISBN: 978-0-07-184053-9
Tên gọi khácMonte Carlo process capability, simulation-based Cpk analysis, stochastic capability analysis, virtual process capability studyDMAIC Framework, Six Sigma Process Improvement Cycle, Define-Measure-Analyze-Improve-Control, Altı Sigma DMAIC
Liên quan63
Tóm tắtSimulation-assisted process capability analysis combines Monte Carlo simulation with classical capability indices (Cp, Cpk, Cpm) to evaluate whether a process can consistently meet specification limits when direct measurement is costly, dangerous, or impractical. By propagating input distributions through a process model, the analyst obtains a simulated output distribution and derives capability metrics without waiting for physical production runs. The approach is especially valuable during product design, process scale-up, and tolerance stack-up studies.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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