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稳健控制图×失效模式与影响分析 (FMEA)×
领域实验设计实验设计
方法族Process / pipelineProcess / pipeline
起源年份1989–1997 (foundational period)1949 (military); widespread industrial adoption 1970s–1980s
提出者David M. Rocke; L. G. Tatum (key contributors)U.S. Military / NASA (formalized by MIL-P-1629, 1949)
类型Statistical process monitoring techniqueProactive risk analysis technique
开创性文献Tatum, L. G. (1997). Robust estimation of the process standard deviation for control charts. Technometrics, 39(2), 127–141. DOI ↗Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989
别名robust Shewhart chart, outlier-resistant control chart, robust SPC chart, distribution-free control chartFMEA, Failure Modes and Effects Analysis, FMECA, Failure Mode Effects and Criticality Analysis
相关66
摘要A robust control chart replaces the classical mean and standard deviation estimators in a Shewhart-style chart with resistant alternatives — such as the median and median absolute deviation (MAD) — so that a small fraction of outliers or non-normal process data cannot distort the control limits. The approach preserves the real-time monitoring logic of standard control charts while protecting against inflated or deflated limits caused by contaminated Phase I reference data.Failure Mode and Effects Analysis (FMEA) is a structured, proactive risk management technique used to identify potential failure modes in a system, process, or product design, evaluate their consequences, and prioritize corrective actions before failures occur. Originally developed for the U.S. military in 1949 and later adopted by NASA, automotive, and manufacturing industries, FMEA is now a cornerstone quality-engineering tool embedded in standards such as AIAG-VDA and ISO 9001-aligned processes.
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ScholarGate方法对比: Robust Control Chart · Failure Mode and Effects Analysis. 于 2026-06-17 检索自 https://scholargate.app/zh/compare