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Robusta procesu spēju analīze×Analīze "Process Capability Analysis" (Cp, Cpk)×
NozareEksperimentu plānošanaStatistika
SaimeProcess / pipelineProcess / pipeline
Izcelsmes gads1990s–2000s1986
AutorsExtended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Victor Kane
TipsQuantitative quality engineering methodQuantitative process evaluation index
PirmavotsMaravelakis, 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 ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
Citi nosaukumiRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Saistītās62
KopsavilkumsRobust 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.Process Capability Analysis quantifies how well a manufacturing or business process produces output within specified tolerance limits. Introduced formally by Victor Kane in 1986, it summarises process spread and centering into dimensionless indices — most notably Cp and Cpk — allowing engineers and quality managers to judge whether a stable process is inherently capable of meeting customer or design specifications consistently.
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ScholarGateSalīdzināt metodes: Robust Process Capability Analysis · Process Capability Analysis. Izgūts 2026-06-15 no https://scholargate.app/lv/compare