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강건 통계적 공정 관리×강건 공정능력 분석×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1989–1990s (formalized in peer-reviewed literature)1990s–2000s
창시자Rocke, D. M.; Tatum, L. G. (key contributors)Extended from classical PCA (Kane, 1986; Juran, 1974) via robust statistics (Huber, 1981); formalized for capability indices by Tong & Chen (1998) and Pearn & Kotz (1994)
유형Robust statistical monitoring frameworkQuantitative quality engineering method
원전Tatum, L. G. (1997). Robust estimation of the process standard deviation for control charts. Technometrics, 39(2), 127–141. DOI ↗Maravelakis, 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 ↗
별칭Robust SPC, Resistant SPC, Outlier-robust process monitoring, Robust process surveillanceRobust PCA, Robust Capability Indices, Outlier-Resistant Capability Analysis, Robust Cpk Analysis
관련56
요약Robust 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.Robust 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.
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ScholarGate방법 비교: Robust Statistical Process Control · Robust Process Capability Analysis. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare