Modeling a Tubular Reactor for Optimized Polymer Manufacturing

July 4, 2018

Multijet tubular reactors are used to manufacture polymers such as polyester. The turbulent flow that occurs in this type of reactor can affect the manufacturing process, including the reaction kinetics, fiber quality, conversion, and yield. By developing a reactor model that fully takes into account both the fluid dynamics and chemical reactions, you can optimize a reactor design for efficient and reliable polymer production.

Polyester Manufacturing Process

Polyester is a type of polymer with applications in two major categories:

  1. Textiles
  2. Packaging

Within these two categories, polyester has a wide range of applications, such as clothing (polyester leisure suits, anyone?), bedding, and furniture upholstery as well as industrial fibers, seat belts, and car tire reinforcements.

Polyester has even been used to build houses. In the late 1960s, Futuro houses were developed from a polyester plastic reinforced by fiberglass. The houses resembled flying saucers from classic science fiction movies (intentionally or not) and were easy to build and maintain. Although the Futuro never caught on with consumers (less than 100 were made), the use of innovative building materials sure did!

A photo of a Futuro house, which is made out of polyester material.
A Futuro house in Finland, made partly from polyester materials. Image by J-P Kärnä — Own work. Licensed under CC BY-SA 3.0, via Wikimedia Commons.

One way that polyester is manufactured is through the process of polymerization. Polymerization is often facilitated through the use of multijet tubular reactors. The design of a tubular reactor depends on the intended use of the polyester material and also affects the quality of the synthesized product.

A model of a multijet tubular reactor.
A multijet tubular reactor modeled in the COMSOL® software.

In tubular reactors, mixing is achieved when the reactants from turbulent jets impinge on each other. The resulting turbulence can affect the:

  • Reaction kinetics
  • Quality of the polymer linkage
  • Conversion
  • Yield

By analyzing the design of a multijet tubular reactor with the Chemical Reaction Engineering Module, an add-on to the COMSOL Multiphysics® software, we can ensure an optimized polymerization process for polyester production.

Analyzing a Multijet Tubular Reactor with Chemical Process Modeling

The multijet tubular reactor includes axial inlets and radial ports, into which two reacting monomers enter, respectively. The model geometry for the reactor is shown below.

The geometry of a multijet tubular reactor model.
The chemical reaction that takes place during the polymerization process is condensation, and the species involved include:

  • Diol monomer
  • Diacid monomer
  • Polyester linkage
  • Solvent catalyst
  • Complexating water

The reaction rates are determined by the laws of mass action and the eddy dissipation concept (EDC) model. This model extends the eddy dissipation turbulent-chemistry reaction model by including more comprehensive chemical mechanisms in turbulent flows.

Two interfaces in the Chemical Reaction Engineering Module are implemented to account for these factors:

  1. The Reacting Flow, Turbulent interface simulates the mass transport, reactions, and fluid flow
  2. The Heat Transfer in Fluids interface simulates the heat of the reactions coupled with the reacting flow

Saving Time and Computational Memory

Performing a transient simulation of a 3D reactor model that includes turbulent flow is a tall order — in fact, you may need good initial guesses to get smooth convergence in the solution process. A staged solution offers a remedy to this issue. With a staged solution, each study step uses the solution from the previous study step as an estimate. In this case, the four study steps are as follows:

  1. Velocity and pressure
  2. Velocity; pressure; and the concentration distribution, including reactions
  3. Isothermal temperature, including the heat of the reaction
  4. All variables

In addition, sector symmetry and extruded mesh are used to further conserve computational resources. Sector symmetry makes it so you only have to model 1/20th of the reactor geometry. Using a simple extruded mesh saves time and memory on meshing in areas of the model where you expect the flow profile to be uniform.

A close-up view of an extruded mesh.
An extruded mesh can save computational time and memory when modeling turbulent flow in a reactor.

Simulation Results

By simulating a multijet tubular reactor, engineers can gain insight into how a reactor’s design affects the polymerization process for polyester production. For instance, the isosurfaces for the polymer linage show where the inlet streams mix. You can see that the azimuthal concentration gradients quickly increase with the axial position, which implies that the inlet streams are well mixed 5 cm down the reactor, an optimal place for the reaction to take place.

A simulation for analyzing a multijet reactor.

The results also show that the concentration of the polyester linkage is relatively low in the recirculation zones of the reactor. An increase in the concentration of the linkage could lead to significant changes in the reacting fluid. In particular, the viscosity of the reacting fluid could change, causing undesirable reactions or failure in the reactor.

Simulation results for analyzing the polymer linkage concentration.
Simulation results for studying the flow velocity in a multijet reactor.

Polymer linkage concentration in the reactor (left) and the velocity of the flow in the reactor with streamlines showing the recirculation zones (right).

The results from the chemical model of the reactor also show that the total condensation chemistry for the process is endothermic. From this, you can draw an important conclusion: Endothermic reactions efficiently cool down the reacting flow, which implies that the reactor can easily be kept cool for safe and reliable operation.

Simulation results for evaluating the temperature of a multijet reactor.

Next Steps

Try it yourself: Download the Polymerization in a Multijet Tubular Reactor model by clicking the button below.

Learn More About Simulating Tubular Reactors

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