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Bayesian Statistical Process Control×Protsessi võimekuse analüüs (Cp, Cpk)×
ValdkondKatsedisainStatistika
PerekondProcess / pipelineProcess / pipeline
Tekkeaasta1950s (foundations); formalized 1990s–2000s1986
LoojaVarious (Girshick & Rubin 1952 early signal detection; Menzefricke 2002 Bayesian control chart framework)Victor Kane
TüüpBayesian process monitoring techniqueQuantitative process evaluation index
AlgallikasMenzefricke, U. (2002). On the evaluation of control chart factors for monitoring the process mean and variance. Journal of Quality Technology, 34(2), 167–178. link ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
RööpnimetusedBayesian SPC, Bayesian process monitoring, B-SPC, Bayesian control chartingProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Seotud52
KokkuvõteBayesian Statistical Process Control (Bayesian SPC) extends classical SPC by replacing fixed, frequentist control limits with a probabilistic framework that incorporates prior knowledge about the process. Rather than waiting for a run of points to exceed a pre-set 3-sigma boundary, Bayesian SPC continuously updates the probability that the process has shifted given the incoming data, enabling earlier and more informed detection of out-of-control states while formally accounting for uncertainty in process parameters.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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ScholarGateVõrdle meetodeid: Bayesian Statistical Process Control · Process Capability Analysis. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare