Abstract

A styrene polymerization in a lab-scale CSTR equipped with a pitched blade turbine impeller was simulated using the computational fluid dynamics (CFD) approach. The impeller motion was integrated in the geometry using the multiple reference frame (MRF) technique. The presence of non-linear source term and the highly coupled nature of transport equations of the polymerization, made the convergence difficult to achieve. The effects of the impeller speed, the input-output locations and the residence time on the polymerization in the CSTR were investigated. The CFD simulation shows that good mixing remained limited to the impeller region. Regions far from the impeller remained unmixed due to high viscosity of the polymer mass. The path lines of the particles, released at the inlet, were also generated to analyze the reaction progress as the chemicals travel throughout the reactor. The monomer conversion computed using the CFD model was compared to data reported in the literature. Conversion predicted using the CFD model is in good agreement with that obtained from the CSTR model at low residence time. However, the CFD predicted coversions were higher than those calculated from the CSTR model, at high residence time. It was found that the input-output locations had significant effect on the conversion and the homogeneity in the CSTR.

Highlights

  • Despite the importance of CSTR in polymerization area, the Computational Fluid Dynamics (CFD) approach has not been exploited yet, to extract the details about the non-homogeneity in the CSTR. It can be concluded from the above discussion that there is a strong need to identify the effect of mixing on the CSTR polymerization, using the CFD approach

  • The CFD model development for styrene polymerization in a CSTR is divided into four sections, namely: 1. Geometry creation 2

  • Computational Fluid Dynamics (CFD) technique was exploited to investigate the effect of mixing on the polymerization of styrene in a lab scale CSTR

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Summary

Mixing in polymerization

Chain polymerization reaction consists of three main steps, namely initiation, propagation and termination. Sometimes due to viscosity rise during the polymerization, termination reactions becomes diffusion controlled and freezes in extreme conditions, leading to the well-known Gel effect. This effect may be due to poor micro mixing on molecular level and may end up in reactor instability. Micro-mixing affects both propagation and termination reaction rates. These effects are usually considered in the formulation of the two reaction rate constants in which diffusion control takes over and auto-acceleration polymerization become function of conversion. Macro-mixing cannot be treated the same way and need different approach.

Mathematical approach
Experimental approach
CFD approach
Objective
Motivation
Chapter 3: CFD Theory
Computational domain
Chemical and physical phenomena
Momentum (3)
Species
Equations in the rotating reference frame
Transport properties
Inlet boundary
Outlet boundary
Wall boundary
Symmetry boundary
Numerical solution technique
The Finite Volume Method (FVM)
Discretization Schemes
Upwind schemes
First order upwind scheme
Power law Scheme
Second order upwind scheme
Pressure interpolation
Pressure-Velocity Coupling
The SIMPLE algorithm
The SIMPLEC
Segregated solver
Coupled solver
Iterative method
3.10 Checking the convergence
C Riteration 5
3.11 Results analysis and Validation
Chapter 4: CFD Model and Simulation
Reactor Geometry
Formulation of reactive source term
Thermal polymerization source term
BPO initiated polymerization
Estimation of physical properties
Simulation Method
Chapter 5: Results and Discussion
Grid Independency Check
Convergence Criteria
Computational Time
GHz single processor CPU
Thermal polymerization
The effect of the impeller speed
Reactive flow and non reactive flow
Fixed residence time and variable speed
Fixed impeller speed and variable residence time
Effect of input/output location
BPa initiated polymerization
Effect of the impeller speed
Effect of the re idence time
Conclusion
Future Recommendations
A Area vector
Full Text
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