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Characterization of Chromatographic Systems in CADET

This repository contains example simulations demonstrating the workflow for characterizing chromatographic systems using CADET-Process and CADET-RDM. The steps required to model a chromatographic system are outlined, including how to fit the model to experimental data. The characterization of the system periphery, such as tubing and valves, is not yet included in this example. The following contents are covered:

  • Fit Column Transport Parameters - column_transport_parameters.py
    A system with a non-binding, non-pore-penetrating tracer is simulated using the Lumped Rate Model With Pores unit operation model to optimize the parameters: Bed porosity and Axial Dispersion

  • Fit Pore Transport Parameters - pore_transport.py
    A system with a non-binding, pore-penetrating tracer is simulated using the Lumped Rate Model with Pores unit operation model to optimize the parameters: Particle porosity and Film diffusion

  • Fit Binding Model Parameters - binding_model_parameters.py
    A system with a pore-penetrating tracer is simulated using the Lumped Rate Model with Pores unit operation model to estimate Steric Mass Action (SMA) binding parameters based on multiple gradient elution chromatograms.


Authors

  • Johannes Schmölder
  • Katharina Paul
  • Ronald Jäpel
  • Hannah Lanzrath

Running the Example Simulation

  1. Clone this repository.

  2. Set up the environment using the environment.yml file.

  3. Run the simulation:

    python main.py

The results will be stored in the src folder inside the output directory.

Note: Running cadet-rdm requires Git LFS, which needs to be installed separately.

  • Ubuntu/Debian:

    sudo apt-get install git-lfs
    git lfs install
  • macOS (with Homebrew):

    brew install git-lfs
    git lfs install
  • Windows: Download and install from https://git-lfs.com


Output Repository

The output data for this case study can be found here:
Link to Output Repository

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