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Step growth polymerization involves bi or multifunctional monomers. Bifunctional monomers react to form linear step growth polymers, whereas multifunctional monomers react to form non-linear or branched polymers.
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Design of Solid-State Fermentation Systems for Polymer Hydrolytic Extracellular Enzyme Production by Filamentous Fungi
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Optimization and Scale-Up for Polymer Extrusion.

Andrzej Nastaj1, Krzysztof Wilczyński1

  • 1Polymer Processing Department, Faculty of Production Engineering, Warsaw University of Technology, Narbutta 85, 02-524 Warsaw, Poland.

Polymers
|June 2, 2021
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Summary
This summary is machine-generated.

Optimization and scale-up for polymer extrusion using simulation and Genetic Algorithms are more effective than experimentation. Gaps exist in studies for twin screw extrusion and starve-fed single screw extrusion.

Keywords:
extrusionoptimizationpolymersscale-up

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Area of Science:

  • Polymer Engineering
  • Process Optimization
  • Chemical Engineering

Background:

  • Polymer extrusion is a critical manufacturing process.
  • Optimization and scale-up are essential for efficient production.
  • Traditional experimental methods are time-consuming and costly.

Purpose of the Study:

  • To review the state-of-the-art in polymer extrusion optimization and scale-up.
  • To evaluate the effectiveness of simulation-based approaches.
  • To identify research gaps and future perspectives.

Main Methods:

  • Review of existing literature on polymer extrusion modeling.
  • Discussion of various optimization techniques, highlighting Genetic Algorithms.
  • Analysis of simulation-based optimization and scale-up strategies.

Main Results:

  • Process simulation, particularly with Genetic Algorithms, offers a more effective approach to optimization and scale-up.
  • Genetic Algorithms are identified as powerful and efficient optimization tools.
  • Existing models for counter-rotating twin screw extrusion are known, but optimization studies are lacking.

Conclusions:

  • Simulation-based optimization and scale-up are superior to experimental methods.
  • Significant research gaps exist in optimization for counter-rotating twin screw extrusion.
  • Further research is needed for process simulation-based scale-up in twin screw and starve-fed single screw extrusions.