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Phân tích Năng lực Quy trình Mạnh mẽ×Six Sigma DMAIC×
Lĩnh vựcThiết kế thí nghiệmQuản lý chất lượng
HọProcess / pipelineProcess / pipeline
Năm ra đời1990s–2000s2014
Người khởi xướngExtended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Motorola; Pyzdek & Keller
LoạiQuantitative quality engineering methodStructured process improvement methodology
Công trình gốcMaravelakis, P. E., Bersimis, S., Panaretos, J., & Psarakis, S. (2004). Identifying the out of control variable in a multivariate control chart. Communications in Statistics - Theory and Methods, 33(10), 2499–2510. link ↗Pyzdek, T., & Keller, P. (2014). The Six Sigma Handbook (4th ed.). McGraw-Hill. ISBN: 978-0-07-184053-9
Tên gọi khácRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisDMAIC Framework, Six Sigma Process Improvement Cycle, Define-Measure-Analyze-Improve-Control, Altı Sigma DMAIC
Liên quan63
Tóm tắtRobust process capability analysis extends classical capability indices (Cp, Cpk, Ppk) by replacing the sample mean and standard deviation with robust location and scale estimators — such as the median, trimmed mean, MAD, or IQR-based spread — so that outliers and non-normal process distributions do not inflate or distort the capability estimate. The result is a more reliable assessment of whether a manufacturing or service process can consistently meet specification limits.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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ScholarGateSo sánh phương pháp: Robust Process Capability Analysis · Six Sigma DMAIC. Truy cập ngày 2026-06-17 từ https://scholargate.app/vi/compare