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분야실험설계실험설계
계열Process / pipelineProcess / pipeline
기원 연도1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions)1980 (Derringer & Suich desirability function); RSM roots ~1951 (Box & Wilson)
창시자Harold Hotelling (multivariate foundation); extended by Lowry, Woodall, and othersDerringer & Suich (desirability function approach); Myers & Montgomery (RSM framework)
유형Multivariate statistical process monitoringExperimental optimization technique
원전Hotelling, 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 ↗Derringer, G., & Suich, R. (1980). Simultaneous optimization of several response variables. Journal of Quality Technology, 12(4), 214–219. DOI ↗
별칭multivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chartMulti-response RSM, MRSM, Multi-objective RSM, Multiple response optimization
관련66
요약A 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.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 Control Chart · Multi-response Response Surface Methodology. 2026-06-15에 다음에서 검색함: https://scholargate.app/ko/compare