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Monimuuttujakontrollikartta×Prosessikykyanalyysi (Cp, Cpk)×
TieteenalaKoesuunnitteluTilastotiede
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions)1986
KehittäjäHarold Hotelling (multivariate foundation); extended by Lowry, Woodall, and othersVictor Kane
TyyppiMultivariate statistical process monitoringQuantitative process evaluation index
AlkuperäislähdeHotelling, H. (1947). Multivariate quality control illustrated by the air testing of sample bombsights. In C. Eisenhart, M. W. Hastay, & W. A. Wallis (Eds.), Techniques of Statistical Analysis (pp. 111–184). McGraw-Hill. link ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
Rinnakkaisnimetmultivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chartProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Liittyvät62
TiivistelmäA multi-response control chart simultaneously monitors two or more correlated quality characteristics on a single chart, preserving the correlation structure that univariate charts ignore. Built on Hotelling's T² statistic and its time-weighted extensions (MEWMA, MCUSUM), it detects process shifts that would be missed if each response were charted independently. It is the standard tool in manufacturing and service quality when product performance depends on multiple interrelated outputs.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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ScholarGateVertaile menetelmiä: Multi-response Control Chart · Process Capability Analysis. Haettu 2026-06-15 osoitteesta https://scholargate.app/fi/compare