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강건 공정능력 분석×강건 통계적 공정 관리×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1990s–2000s1989–1990s (formalized in peer-reviewed literature)
창시자Extended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)Rocke, D. M.; Tatum, L. G. (key contributors)
유형Quantitative quality engineering methodRobust statistical monitoring framework
원전Maravelakis, 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 ↗Tatum, L. G. (1997). Robust estimation of the process standard deviation for control charts. Technometrics, 39(2), 127–141. DOI ↗
별칭Robust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk AnalysisRobust SPC, Resistant SPC, Outlier-robust process monitoring, Robust process surveillance
관련65
요약Robust 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.Robust Statistical Process Control (Robust SPC) is an engineering quality-monitoring framework that replaces the classical mean and standard deviation estimators used in Shewhart-type control charts with outlier-resistant alternatives — such as the median, MAD, or trimmed statistics — so that isolated contaminating observations or non-normal process distributions do not inflate control limits and mask genuine process shifts.
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ScholarGate방법 비교: Robust Process Capability Analysis · Robust Statistical Process Control. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare