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Method of data compression using principal components analysis
Method of data compression using principal components analysis
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机译:使用主成分分析的数据压缩方法
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摘要
A method is provided for compressing data. The method includes collecting data representative of a process. The method further includes scaling at least a portion of the collected data to generate mean values and mean-scaled values for the collected data. The method also includes calculating Scores from the mean-scaled values for the collected data using at most first, second, third and fourth Principal Components derived from a model using archived data sets and saving the Scores and the mean values.
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