A multivariate process quality correlation diagnosis method based on grouping technique
Qing Niu,
Shujie Cheng,
Zeyang Qiu
Abstract:Correlation diagnosis in multivariate process quality management is an important and challenging issue. In this paper, a new diagnostic method based on quality component grouping is proposed. Firstly, three theorems describing the properties of the covariance matrix of multivariate process quality are established based on the statistical viewpoint of product quality, to prove the correlation decomposition theorem, which decomposes the correlation of all the quality components into a series of correlations of c… Show more
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