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Analisis Keupayaan Proses Robust×Analisis Keupayaan Proses (Cp, Cpk)×
BidangReka Bentuk EksperimenStatistik
KeluargaProcess / pipelineProcess / pipeline
Tahun asal1990s–2000s1986
PengasasExtended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Victor Kane
JenisQuantitative quality engineering methodQuantitative process evaluation index
Sumber perintisMaravelakis, P. E., Bersimis, S., Panaretos, J., & Psarakis, S. (2004). Identifying the out of control variable in a multivariate control chart. Communications in Statistics - Theory and Methods, 33(10), 2499–2510. link ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
AliasRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Berkaitan62
RingkasanRobust process capability analysis extends classical capability indices (Cp, Cpk, Ppk) by replacing the sample mean and standard deviation with robust location and scale estimators — such as the median, trimmed mean, MAD, or IQR-based spread — so that outliers and non-normal process distributions do not inflate or distort the capability estimate. The result is a more reliable assessment of whether a manufacturing or service process can consistently meet specification limits.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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ScholarGateBandingkan kaedah: Robust Process Capability Analysis · Process Capability Analysis. Dicapai 2026-06-15 daripada https://scholargate.app/ms/compare