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Robust processtilstandsanalyse×Statistisk proceskontrol×
FagområdeForsøgsdesignForsøgsdesign
FamilieProcess / pipelineProcess / pipeline
Oprindelsesår1990s–2000s1924–1931
OphavspersonExtended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Walter A. Shewhart
TypeQuantitative quality engineering methodProcess monitoring and quality control method
Oprindelig kildeMaravelakis, 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 ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
AliasserRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisSPC, statistical quality control, process control charting, Shewhart control
Relaterede66
ResuméRobust 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.Statistical Process Control (SPC) is a data-driven quality method that uses statistical techniques — primarily control charts — to monitor a manufacturing or service process over time. By distinguishing natural process variation (common cause) from unusual, actionable variation (special cause), SPC enables practitioners to maintain processes in a stable, predictable state and to detect problems early, before defective output reaches customers.
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ScholarGateSammenlign metoder: Robust Process Capability Analysis · Statistical Process Control. Hentet 2026-06-15 fra https://scholargate.app/da/compare