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Linganisha mbinu

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Chati ya Kidhibiti cha Majibu Mengi×Uchambuzi wa Uwezo wa Mchakato (Cp, Cpk)×
NyanjaMuundo wa MajaribioTakwimu
FamiliaProcess / pipelineProcess / pipeline
Mwaka wa asili1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions)1986
MwanzilishiHarold Hotelling (multivariate foundation); extended by Lowry, Woodall, and othersVictor Kane
AinaMultivariate statistical process monitoringQuantitative process evaluation index
Chanzo asiliaHotelling, 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 ↗
Majina mbadalamultivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chartProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Zinazohusiana62
MuhtasariA 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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ScholarGateLinganisha mbinu: Multi-response Control Chart · Process Capability Analysis. Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/compare