Monitoring, Diagnosing and Improving Large-Scale Complex Processes 

Presenter: Byron Wingerd

Using Model-Driven Multivariate Control Charts 

See how to:

  • Use integrated graphlet-based drilldown graphics to help determine root causes quickly
  • Understand the usefulness of Partial Least Squares (PLS) and Principal Components Analysis (PLS)
  • Create Multivariate Control Charts based on a PLS or PCA model
  • Generate and interpret statistics
    • T2
    • Normalized DModX and SPE (Squared Prediction Error) Charts that provide a summary of what, if anything is out of control

Note: Q&A is included at times 21:18, 21:28, 21:31, 23:03, 23:36, 24:25, 25:09, 26:37 and 38:07.

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