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Simulointiavusteinen prosessikykyanalyysi×Prosessikykyanalyysi (Cp, Cpk)×
TieteenalaKoesuunnitteluTilastotiede
MenetelmäperheProcess / pipelineProcess / pipeline
Syntyvuosi1980s–1990s (mature practice by mid-1990s)1986
KehittäjäDeveloped through integration of Monte Carlo simulation with classical capability indices (Juran, Kane, Kotz and colleagues)Victor Kane
TyyppiQuantitative engineering quality methodQuantitative process evaluation index
AlkuperäislähdeKotz, S., & Lovelace, C. R. (1998). Process Capability Indices in Theory and Practice. Arnold. ISBN: 978-0340691281Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
RinnakkaisnimetMonte Carlo process capability, simulation-based Cpk analysis, stochastic capability analysis, virtual process capability studyProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Liittyvät62
TiivistelmäSimulation-assisted process capability analysis combines Monte Carlo simulation with classical capability indices (Cp, Cpk, Cpm) to evaluate whether a process can consistently meet specification limits when direct measurement is costly, dangerous, or impractical. By propagating input distributions through a process model, the analyst obtains a simulated output distribution and derives capability metrics without waiting for physical production runs. The approach is especially valuable during product design, process scale-up, and tolerance stack-up studies.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: Simulation-assisted process capability analysis · Process Capability Analysis. Haettu 2026-06-15 osoitteesta https://scholargate.app/fi/compare