Design of Experiments

  • Andrew P. Featherstone
  • Jeremy G. VanAntwerp
  • Richard D. Braatz
Part of the Advances in Industrial Control book series (AIC)


As described in Chapters 2 and 4, sheet and film processes are characterized by large dimensionality, tightly constrained input moves, poorly conditioned interaction matrices, poor signal-to-noise ratios, and a limited number of experimental runs allowed for model identification purposes. The development of high quality models for such processes poses a challenging identification problem [64, 134, 135, 208, 217].


Simulated Annealing Algorithm Manipulate Variable Process Gain Noise Covariance Matrix Input Design 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer-Verlag London 2000

Authors and Affiliations

  • Andrew P. Featherstone
    • 1
  • Jeremy G. VanAntwerp
    • 2
  • Richard D. Braatz
    • 3
  1. 1.International Paper CompanyRedwoodUSA
  2. 2.Engineering DepartmentCalvin CollegeGrand RapidsUSA
  3. 3.Department of Chemical EngineeringUniversity of Illinois at Urbana-ChampaignUrbanaUSA

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