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  • FOQUS Installation and Running
  • Introduction
  • Flowsheets and Settings
  • Optimization
  • Uncertainty Quantification (UQ)
  • Optimization Under Uncertainty (OUU)
  • Surrogate Modeling
  • Sequential Design of Experiments (SDOE)
    • Contents
      • Sequential Design of Experiments (SDOE)
      • Using the SDoE Module - The Basics
      • Examples
  • Robust Optimality-Based Design of Experiments (ODoE)
  • Heat Integration
  • PYOMO-FOQUS
  • IDAES-FOQUS
  • FOQUS-MATLAB
  • Simulation Standard Interface (SimSinter)
  • Surrogate Model Based Optimizer
  • Debugging
  • Developer Documentation
  • Vector Variables Support Capability
  • References
  • Contact and Support
  • Copyright and License
FOQUS
  • Sequential Design of Experiments (SDOE)
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Sequential Design of Experiments (SDOE)

Contents

  • Sequential Design of Experiments (SDOE)
    • Why Space-Filling Designs?
    • Matching the Design Type to Experiment Goals
  • Using the SDoE Module - The Basics
    • Creating a New Candidate Set
    • Using the Data Imputation Feature
    • Basic Steps for a Uniform Space Design
    • Basic Steps for a Non-Uniform Space Design
    • Basic Steps for an Input-Response Space-Filling Design
    • Efficient Implementation of Experimental Run Order
  • Examples
    • Example USF-1: Constructing Uniform Space Filling minimax and maximin designs for a 2-D input space
    • Example USF-2: Augmenting the Example USF-1 design in a 2-D input space with a Uniform Space Filling Design
    • Example USF-3: A Uniform Space Filling Design for a Carbon Capture example in a 5-D input space
    • Example NUSF-1: Constructing Non-Uniform Space Filling maximin designs for a 2-D input space
    • Example NUSF-2: Constructing Non-Uniform Space Filling for a 4-Input Carbon Capture example
    • Example IRSF-1: Constructing Input-Response Space Filling maximin designs for a 2-D input space with 1-D response
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