Understanding Traffic Flow Equations: Integrals and Partial Derivatives

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SUMMARY

The discussion focuses on the simplification of traffic flow equations involving integrals and partial derivatives, specifically the equation: d/dt ∫^b_a ρ(t,x)dx = ρ(t,a)v(ρ(t,a)) - ρ(t,b)v(ρ(t,b)). The variables defined include ρ(t,x) representing density in cars per distance, v(ρ) as velocity in distance per time, and Q = ρ × v for flow rate in cars per time. The conversation highlights the importance of understanding the context of these equations for proper evaluation and simplification.

PREREQUISITES
  • Understanding of calculus, specifically integrals and partial derivatives.
  • Familiarity with traffic flow theory and its mathematical modeling.
  • Knowledge of the physical meanings of density and velocity in the context of traffic.
  • Ability to interpret mathematical equations and their implications in real-world scenarios.
NEXT STEPS
  • Research the derivation of the continuity equation in traffic flow models.
  • Study the application of the Fundamental Theorem of Calculus in the context of partial differential equations.
  • Explore the implications of wave propagation in traffic density and velocity functions.
  • Learn about numerical methods for solving traffic flow equations, such as finite difference methods.
USEFUL FOR

Students and professionals in mathematics, physics, and engineering, particularly those focusing on fluid dynamics and traffic modeling.

cmkluza
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(Hope it's okay that I'm posting so much at the moment, I'm having quite a bit of trouble with something I'm doing)

Homework Statement


I'm having trouble with the simplification of the following equation. The answer is shown, but I can't figure out the process to get to it.
\frac{d}{dt} \int^b_a \rho (t,x)dx = \rho (t,a)v(\rho (t,a)) - \rho (t,b)v(\rho (t,b))
\int^b_a\frac{\partial }{\partial t}\rho dx = - \int^b_a\frac{\partial }{\partial x}[\rho v(\rho)]dx
\frac{\partial }{\partial t}\rho + \frac{\partial }{\partial x}[\rho v(\rho)] = 0

Homework Equations


Edit: As @SteamKing pointed out, I should probably give some information about the equation rather than just list it.

The above equation models traffic flow, namely a wave of density traveling throughout traffic from point b to a (as best I understand it). The variables are as follows:
##\rho (t,x)## = density (##\frac{cars}{distance}##) as a function of time and distance
##v (\rho )## = velocity (##\frac{distance}{time}##) as a function of density
##Q = \rho \times v## = Flow rate (##\frac{cars}{time}##)

I've asked about the concept behind this equation in a previous thread located here which should elaborate on some questions you might have about it.

The Attempt at a Solution


I'm not entirely certain where to start. I've stared at this for quite some time, but I don't understand it. Are the left and right sides of the equation preserved from the first to the second step? I can see that the derivative with respect to time of the first bit becomes a partial with respect to time, though I can't necessarily understand that, but I don't see how the right side is combined and also becomes an integral with a partial inside of it. Sorry to post this without any real work, but I don't know what else to do at the moment since I have no one to explain this to me. If this silly explanation of my lack of understanding doesn't count as an attempt of course I'll remove this post.

Anyhow, thanks for any help!
 
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There are a couple of things in your post which aren't clear.

What is ρ(t,x) supposed to be? What is v(ρ) supposed to be?

You assume that these integrals exist in a vacuum. They do not. They describe something or some process, and it's difficult to help you without some context.

Ahh. I see now.

https://www.physicsforums.com/threads/on-a-conceptual-level-whats-happening-in-this-equation.856291/

You should have at least quoted the thread above so that someone would know what your equations are describing.
 
SteamKing said:
There are a couple of things in your post which aren't clear.

What is ρ(t,x) supposed to be? What is v(ρ) supposed to be?

You assume that these integrals exist in a vacuum. They do not. They describe something or some process, and it's difficult to help you without some context.

Ahh. I see now.

https://www.physicsforums.com/threads/on-a-conceptual-level-whats-happening-in-this-equation.856291/

You should have at least quoted the thread above so that someone would know what your equations are describing.
Sorry, I didn't realize that the values these variables represented had much of an impact on how you would evaluate this function. I'll clarify that in the original post now. Thanks!
 

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