Using PLS_Toolbox and Solo Models On-Line

Course Description

Using PLS_Toolbox and Solo Models On-Line discusses modeling and implementation considerations for using multivariate analysis in on-line, at-line, embedded or other "production" applications. The focus will be on how to successfully take an application to a real production environment. The course will discuss methods used to build stable robust models, testing for unexpected results, handling historical data, logistics of implementation and documentation, and software interfacing. The students will become familiar with various model implementation options and the pros and cons of these methods.

Prerequisites

Linear Algebra for Chemometricians and MATLAB for Chemometricians, or equivalent experience.

Using PLS_Toolbox On-Line Course Outline

Using models on-line - Overview  
Clients and servers
Automating with MATLAB
Automating with LabView
Using ActiveX
  Visual Basic scripts
Self-describing models - Model_Exporter
  XML Model Format
  Tcl scripts
  .m file generation and Octave
  Symbion
Solo_Predector
  architecture options
  sockets/ActiveX
  scripting Solo_Predictor
Implementation checklists
  project longevity
  project complexity
  advantages/disadvantages of approaches

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Eigenvector Research, Inc., 3905 West Eaglerock Drive, Wenatchee, WA 98801
B.M. Wise, bmw@eigenvector.com, Phone: 509.662.9213, Fax: 509.662.9214
N.B. Gallagher, nealg@eigenvector.com, Phone: 509.687.1039, Fax: 509.687.2033