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MEWMA চার্ট×ইডব্লিউএমএ নিয়ন্ত্রণ চার্ট×
ক্ষেত্রপরিসংখ্যানপরিসংখ্যান
পরিবারProcess / pipelineProcess / pipeline
উদ্ভবের বছর19921959
প্রবর্তকLowry, Woodall, Champ & RigdonS. W. Roberts
ধরনMultivariate sequential monitoring chartStatistical process control chart for small shifts
মৌলিক উৎসLowry, C. A., Woodall, W. H., Champ, C. W., & Rigdon, S. E. (1992). A multivariate exponentially weighted moving average control chart. Technometrics, 34(1), 46–53. DOI ↗Roberts, S. W. (1959). Control chart tests based on geometric moving averages. Technometrics, 1(3), 239–250. DOI ↗
অপর নামMultivariate Exponentially Weighted Moving Average Chart, MEWMA Control Chart, Vector EWMA Chart, Çok Değişkenli EWMA Kontrol Grafiğiexponentially weighted moving average chart, EWMA control chart, geometric moving average chart, EWMA kontrol kartı
সম্পর্কিত23
সারসংক্ষেপThe Multivariate EWMA (MEWMA) control chart is a statistical process monitoring method designed to detect small and sustained shifts in the mean vector of a multivariate process. Introduced by Lowry, Woodall, Champ, and Rigdon in 1992, it extends the univariate EWMA chart to p-dimensional observation vectors by computing an exponentially weighted moving average of successive measurement vectors and charting a Hotelling-type quadratic form against a control limit determined by a target average run length.The exponentially weighted moving average (EWMA) control chart, introduced by S. W. Roberts in 1959, monitors a process using a weighted average that gives the most recent observation the greatest weight while letting older observations fade geometrically. Like CUSUM, this memory makes it highly effective at detecting small, sustained shifts in the process mean, with a single smoothing parameter λ controlling how much past information the chart retains.
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ScholarGateপদ্ধতির তুলনা করুন: MEWMA Chart · EWMA Chart. 2026-06-18 তারিখে সংগৃহীত, উৎস: https://scholargate.app/bn/compare