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Analiza robustă a capabilității procesului×Analiza Capacității Procesului (Cp, Cpk)×
DomeniuDesign experimentalStatistică
FamilieProcess / pipelineProcess / pipeline
Anul apariției1990s–2000s1986
Autorul originalExtended 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
TipQuantitative quality engineering methodQuantitative process evaluation index
Sursa seminalăMaravelakis, 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 ↗
Denumiri alternativeRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Înrudite62
RezumatRobust 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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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Robust Process Capability Analysis · Process Capability Analysis. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare