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多响应控制图×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1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions)1949 (military); widespread industrial adoption 1970s–1980s
提出者Harold Hotelling (multivariate foundation); extended by Lowry, Woodall, and othersU.S. Military / NASA (formalized by MIL-P-1629, 1949)
类型Multivariate statistical process monitoringProactive risk analysis technique
开创性文献Hotelling, H. (1947). Multivariate quality control illustrated by the air testing of sample bombsights. In C. Eisenhart, M. W. Hastay, & W. A. Wallis (Eds.), Techniques of Statistical Analysis (pp. 111–184). McGraw-Hill. link ↗Stamatis, D. H. (2003). Failure Mode and Effect Analysis: FMEA from Theory to Execution (2nd ed.). ASQ Quality Press. ISBN: 978-0873895989
别名multivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chartFMEA, Failure Modes and Effects Analysis, FMECA, Failure Mode Effects and Criticality Analysis
相关66
摘要A multi-response control chart simultaneously monitors two or more correlated quality characteristics on a single chart, preserving the correlation structure that univariate charts ignore. Built on Hotelling's T² statistic and its time-weighted extensions (MEWMA, MCUSUM), it detects process shifts that would be missed if each response were charted independently. It is the standard tool in manufacturing and service quality when product performance depends on multiple interrelated outputs.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: Multi-response Control Chart · Failure Mode and Effects Analysis. 于 2026-06-17 检索自 https://scholargate.app/zh/compare