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다중 응답 공정 능력 분석×다중 반응 반응 표면 방법론×
분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1993–1994 (foundational multivariate indices)1980 (Derringer & Suich desirability function); RSM roots ~1951 (Box & Wilson)
창시자Taam, Subbaiah & Liddy (multivariate capability); Hubele, Shahriari & Cheng (MCpm)Derringer & Suich (desirability function approach); Myers & Montgomery (RSM framework)
유형Quantitative quality / process assessment methodExperimental optimization technique
원전Taam, W., Subbaiah, P., & Liddy, J. W. (1993). A note on multivariate capability indices. Journal of Applied Statistics, 20(3), 339–351. link ↗Derringer, G., & Suich, R. (1980). Simultaneous optimization of several response variables. Journal of Quality Technology, 12(4), 214–219. DOI ↗
별칭MRPCA, multivariate process capability, multi-characteristic capability analysis, vector process capabilityMulti-response RSM, MRSM, Multi-objective RSM, Multiple response optimization
관련66
요약Multi-response process capability analysis extends classical single-response capability indices (Cp, Cpk) to situations where a process must simultaneously satisfy specification limits on two or more correlated quality characteristics. Rather than evaluating each response in isolation, it assesses the joint probability that all characteristics fall within their respective tolerance regions, yielding a more realistic picture of overall process performance in multi-characteristic manufacturing and engineering settings.Multi-response Response Surface Methodology (MRSM) extends classical RSM to situations where an experiment generates two or more response variables that must be optimized simultaneously. Rather than tuning factor settings for a single output, MRSM fits a separate second-order polynomial model for each response, then combines them — most commonly via Derringer and Suich's desirability function — to find factor settings that satisfy all objectives at once.
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ScholarGate방법 비교: Multi-response Process Capability Analysis · Multi-response Response Surface Methodology. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare