Difference between revisions of "Main Page"

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* Preparation for class 4: [[Principal_Component_Analysis#Class_preparation | here ]] and [[Process_monitoring | here]] (30 September)
* Preparation for class 4: [[Principal_Component_Analysis#Class_preparation | here ]] and [[Process_monitoring | here]] (30 September)
* [[Assignment 2]] is posted (due at class 4)
* [[Assignment 2]] is posted (due at class 4)
<!-- * [[Principal_Component_Analysis|Class 3 slides are available]]; class starts at 16:00 -->
* [[Process_monitoring|Class 4 slides are available]]; class starts at 14:00
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Revision as of 16:31, 30 September 2011

Latent Variable Methods for Engineering: CHE 765


Administrative
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Announcements


Class materials
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1: Course overview and introduction to latent variable methods

2,3: Principal component analysis (PCA)

4: Application of PCA to process monitoring

5: Projection to latent structures (PLS)

6,7,8 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

  • Course project description

Crystal Clear mimetype spreadsheet.png All course datasets


Course calendar

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