Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Многомерная контрольная карта× | Анализ возможностей процесса (Cp, Cpk)× | |
|---|---|---|
| Область≠ | Планирование эксперимента | Статистика |
| Семейство | Process / pipeline | Process / pipeline |
| Год появления≠ | 1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions) | 1986 |
| Автор метода≠ | Harold Hotelling (multivariate foundation); extended by Lowry, Woodall, and others | Victor Kane |
| Тип≠ | Multivariate statistical process monitoring | Quantitative process evaluation index |
| Основополагающий источник≠ | Hotelling, 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 ↗ |
| Другие названия | multivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chart | Process Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis |
| Связанные≠ | 6 | 2 |
| Сводка≠ | A 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. |
| ScholarGateНабор данных ↗ |
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