Comparing the performance of kernel pca mix chart with pca mix chart for monitoring mixed quality characteristics

HIGHLIGHTS

  • who: Muhammad Ahsan from the Department have published the research work: Comparing the performance of Kernel PCA Mix Chart with PCA Mix Chart for monitoring mixed quality characteristics, in the Journal: Scientific Reports Scientific Reports
  • what: This research compares the capabilities of two mixed charts, the Kernel PCA Mix chart, and the PCA Mix chart, in detecting mean process shifts.
  • how: In this paper three kinds of kernel functions are used as follows a. Based on the ARLs results it can be concluded that Kernel PCA Mix has better performance for a balanced . . .

     

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