مقایسهٔ روشها
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| تحلیل قابلیت فرآیند بیزی× | تحلیل قابلیت فرآیند (Cp, Cpk)× | |
|---|---|---|
| حوزه≠ | طراحی آزمایش | آمار |
| خانواده | Process / pipeline | Process / pipeline |
| سال پیدایش≠ | Classical PCA: 1986; Bayesian extensions: 1990s–2000s | 1986 |
| پدیدآور≠ | Bayesian extensions developed by multiple authors including Bernardo, Smith, and Vannman; classical PCA by Juran and Kane (1986) | Victor Kane |
| نوع≠ | Bayesian statistical quality method | Quantitative process evaluation index |
| منبع بنیادین≠ | Kotz, S., & Johnson, N. L. (2002). Process Capability Indices — A Review, 1992–2000. Journal of Quality Technology, 34(1), 2–19. link ↗ | Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗ |
| نامهای دیگر | Bayesian PCA, Bayesian capability indices, Bayesian Cp/Cpk estimation, Bayesian process performance analysis | Process Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis |
| مرتبط≠ | 5 | 2 |
| خلاصه≠ | Bayesian Process Capability Analysis integrates Bayesian inference with classical capability indices (Cp, Cpk, Cpm) to estimate how well a production process meets specification limits. Rather than relying solely on observed sample data, it incorporates prior knowledge about process parameters — yielding more stable and credible estimates of process capability, especially under small sample sizes common in manufacturing and quality engineering. | 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. |
| ScholarGateمجموعهداده ↗ |
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