Сравнение на методи
Прегледайте избраните методи един до друг; редовете с разлики са откроени.
| Контролна карта, подпомогната от симулация× | Анализ на възможностите на процеса (Cp, Cpk)× | |
|---|---|---|
| Област≠ | Планиране на експеримента | Статистика |
| Семейство | Process / pipeline | Process / pipeline |
| Година на възникване≠ | 1920s (control charts); simulation integration from 1980s–1990s | 1986 |
| Създател≠ | Walter A. Shewhart (control charts); simulation integration developed through work of W.H. Woodall, D.C. Montgomery and collaborators | Victor Kane |
| Тип≠ | Hybrid quality monitoring method | Quantitative process evaluation index |
| Основополагащ източник≠ | Woodall, W. H., & Montgomery, D. C. (1999). Research issues and ideas in statistical process control. Journal of Quality Technology, 31(4), 376–386. DOI ↗ | Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗ |
| Други названия | simulation-based SPC, Monte Carlo control chart design, simulation-enhanced SPC, virtual control chart | Process Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis |
| Свързани≠ | 6 | 2 |
| Резюме≠ | Simulation-assisted control chart integrates Monte Carlo or discrete-event simulation with traditional Shewhart-type control charting to design, validate, and optimize chart parameters before deployment on a real process. Rather than relying solely on assumed distributional forms, the practitioner builds a simulation model of the process, generates virtual data under in-control and out-of-control scenarios, and uses these runs to calibrate control limits, estimate average run length (ARL), and stress-test chart sensitivity — all without interrupting production. | 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 от данни ↗ |
|
|