Solving PDE: Help with Advection-Diffusion Equation

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In summary, the Cauchy problem for the advection-diffusion equation can be solved by transforming it into the heat equation, determining the initial condition for the transformed equation, and using a formula to find the solution for the original equation. This solution has many practical applications in various fields.
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Homework Statement



The Cauchy problem for the advection-diffusion equation is given by:

u.sub.t + c u.sub.x = K u.sub.xx (−∞< x < ∞)

u(x, 0) = Phi(x)

where c and K are positive constants.

The advection-diffusion equation essentially combines the effects of the
transport equation and the heat equation, so that the concentration profile
is carried with speed c as it diffuses. The purpose of this problem is to
solve the advection-diffusion equation using the following three steps:

(1) Let v(x, t) = u(x + ct, t) and show that v(x, t) satisfies the heat equation,

(2) Determine the initial condition that v(x, t) must satisfy; then, solve the
resulting Cauchy problem for v(x, t).

(3) Use the formula for v(x, t) from Step 2 to find u(x, t), the solution of the
Cauchy problem for the advection-diffusion equation.

THANK YOU SO VERY MUCH!


Homework Equations



See above.


The Attempt at a Solution



See https://www.physicsforums.com/showthread.php?t=588387
 
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  • #2
" for a thorough explanation of the solution to this problem. Essentially, we can use the substitution v(x, t) = u(x + ct, t) to transform the advection-diffusion equation into the heat equation. This allows us to use the well-known solution to the heat equation to find v(x, t), which can then be used to find u(x, t) using the formula from Step 3.

As for the initial condition, we can use the definition of v(x, t) to determine that v(x, 0) = u(x, 0) = Phi(x). This means that the initial condition for v(x, t) is also Phi(x).

Overall, by following these steps, we can solve the Cauchy problem for the advection-diffusion equation and find the concentration profile u(x, t) at any given time. This solution can have important applications in fields such as fluid dynamics, chemical engineering, and atmospheric sciences.
 

FAQ: Solving PDE: Help with Advection-Diffusion Equation

What is a PDE?

A PDE, or partial differential equation, is an equation that involves partial derivatives of a function with respect to multiple independent variables. They are commonly used in mathematical modeling to describe how a system changes over time and space.

What is an advection-diffusion equation?

An advection-diffusion equation is a type of PDE that combines the effects of advection (the transport of a substance by a bulk flow) and diffusion (the spreading of a substance due to random molecular motion). It is often used to model the transport of a substance in a fluid or gas.

How do you solve a PDE?

Solving a PDE involves finding a function that satisfies the equation and any given boundary conditions. This can be done analytically, through mathematical techniques such as separation of variables or the method of characteristics, or numerically using computer algorithms.

What is the role of initial and boundary conditions in solving a PDE?

Initial conditions specify the values of the function at a given time or location, while boundary conditions specify the behavior of the function at the boundaries of the domain. These conditions are necessary for solving a PDE, as they help determine the unique solution to the equation.

What are some real-world applications of solving advection-diffusion equations?

Advection-diffusion equations are commonly used in various fields, such as fluid dynamics, atmospheric science, and chemical engineering. They can be used to model the spread of pollutants in the environment, the transport of heat in a building, or the mixing of substances in a chemical reaction.

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