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From Latent Variable Methods in Engineering
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Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements

  • All course videos are at the link (see above this line)
  • The next class starts at 16:00
  • Source code for the model comparisons is posted
Class materials
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1: Course overview and introduction to latent variable methods

2,3,4: Principal component analysis (PCA)

4,5: Application of PCA to process monitoring

6: Projection to latent structures (PLS)

7,8 Applications of latent variable methods

9,10 Dealing with 3D data: batch and image data

11 Multiblock data analysis: dealing with data from multiple sources

12 Optimization and new product development

13 Course project presentations

Assignments, projects and datasets
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Assignments

Project

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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