Time dependent PDEs - mathematical modelling - diffusion equation

In summary, porous membranes are used in industry to separate mixtures, with smaller compounds permeating through more easily than larger ones. KnoGas Pty Ltd is conducting an experimental separation process using a membrane to separate compounds A and B, where compound A permeates the membrane and is instantly removed for storage. However, it is discovered that compound A interacts with the membrane, resulting in a change in the production rate of compound A. To address this, a model must be developed and solved to determine how the production rate of compound A changes with time and how the interaction rate between compound A and the membrane affects this change. This can be achieved by analyzing the diffusion equation and considering the interaction term, as well as making assumptions about the relationship between the
  • #1
Anabelle37
39
0

Homework Statement



Porous membranes are used to separate mixtures in industry, because smaller
compounds permeate through them more easily than larger ones. KnoGas Pty
Ltd are trialling an experimental separation process, using a membrane to sep-
arate compounds A and B: compound A permeates the membrane, while com-
pound B cannot. The ratio of A to B in the original mixture is held constant,
and any compound A that has di used through the membrane is instantly re-
moved for storage when it emerges at the other side.
It is discovered, however, that compound A interacts with the membrane:
during this interaction, some (but not necessarily all) of compound A turns
into a useless by-product. This reaction doesn't a ect the rate of di usion of
compound A, but the permeation process is no longer described by di usion
alone. Importantly for KnoGas, the production rate of compound A { the rate
at which it leaves the membrane { is changed as a result of this reaction.
You have been asked by KnoGas to develop and solve a model for this
process, in order to advise them on
1. how the production rate of compound A changes with time; and
2. how the interaction rate between compound A and the membrane aff ects
this change in the production rate over time.

Homework Equations



Diffusion equation: dc/dt=D(d^2c/dx^2) these should be partial derivatives

The Attempt at a Solution



dA/dt = D(d^2A/dx^2) + R(A)

R(A) is the interaction term.

Don't know if I'm going about this the wrong way?
kind of confused by the wording. Please help!
 
Physics news on Phys.org
  • #2


Hello there,

I can understand your confusion with the wording of this problem. However, I believe you are on the right track with your attempt at a solution.

To address the first question, we can use the diffusion equation to model the change in concentration of compound A over time. This will give us the production rate of compound A at any given time. However, as stated in the problem, the interaction between compound A and the membrane affects the production rate. So, we need to also consider the interaction term in our model.

To answer the second question, we need to determine how the interaction rate between compound A and the membrane affects the production rate over time. This can be done by analyzing the relationship between the interaction term and the production rate. Is the interaction rate directly proportional to the production rate, or is it inversely proportional? Does it have a linear or nonlinear relationship with the production rate?

Based on your knowledge of diffusion and reactions, you can make assumptions about the form of the interaction term and use it to solve the model. I would recommend looking into reaction-diffusion equations and how they are used to model similar processes.

I hope this helps! Let me know if you have any further questions or if you need additional clarification. Good luck with your model!
 

1. What is a time dependent PDE?

A time dependent PDE (partial differential equation) is a mathematical equation that involves multiple variables and their partial derivatives with respect to time. It describes how a system changes over time and is used to model various physical phenomena such as diffusion, heat transfer, and wave propagation.

2. What is mathematical modelling?

Mathematical modelling is the process of creating a mathematical representation of a real-world system or phenomenon. It involves identifying the important factors and relationships within the system and using mathematical equations to describe and predict its behavior.

3. How is the diffusion equation used in mathematical modelling?

The diffusion equation is a type of time dependent PDE that is commonly used in mathematical modelling to describe the spread of a substance or energy through a medium. It takes into account factors such as the concentration gradient and diffusion coefficient to predict how the substance or energy will change and spread over time.

4. What is the role of initial and boundary conditions in time dependent PDEs?

Initial conditions specify the state of a system at the starting time, while boundary conditions define how the system interacts with its surroundings. These conditions are crucial in solving time dependent PDEs, as they provide the necessary information to determine the behavior of the system over time.

5. What are some real-world applications of time dependent PDEs and the diffusion equation?

Time dependent PDEs and the diffusion equation have many practical applications, including modeling the spread of pollutants in the environment, predicting the diffusion of drugs in the body, and understanding the dynamics of heat transfer in engineering systems. They are also used in financial modeling, weather forecasting, and many other fields.

Similar threads

Replies
0
Views
448
  • Materials and Chemical Engineering
Replies
20
Views
508
  • Calculus and Beyond Homework Help
Replies
5
Views
1K
Replies
8
Views
2K
  • Calculus and Beyond Homework Help
Replies
10
Views
3K
  • Mechanical Engineering
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
1
Views
2K
  • Calculus and Beyond Homework Help
Replies
3
Views
1K
  • Calculus and Beyond Homework Help
Replies
13
Views
2K
  • Calculus and Beyond Homework Help
Replies
7
Views
1K
Back
Top