Linear algebra - System of differential equations

In summary, the equations and ICs for this problem are correct. The x(t) equation was able to be solved for t and it takes t=1.9 to reach 32 degrees. However, the y(t) equation is not able to be solved for y(t)=32 and all the terms are positive. The z(t) equation was able to be solved for t, but that gives you a negative time.
  • #1
pyroknife
613
3
I'm a bit confused on how to do this problem, here is what I have.

Part a)
I must set up the set of linear differential equations with the initial values.

Using the balance law gives
y0'=0.2+0.1-0.2-0.1=0
The other 2 net rate of change would be equal to 0 as well.

But...I don't think I did that right.
 

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  • #2


I would think the flows would be proportional to the temperature differences. If so, the numbers shown on the diagram are coefficients for that.
You will need to invent variables for the three temperatures as functions of time, yes?
(It's not clear to me which box is which in the diagram. Hope it is to you.)
 
  • #3


For example, "0" is losing heat to "1" at 0.2 times its temperature and is losing heat to "2" at 0.1 its temperature. It is losing heat at a total of [itex]0.3y_0[/itex]. But it is gaining heat from "1" at [itex]0.2y_1[/itex] and from "2" at [itex]0.1y_2[/itex]. The equation is [itex]y_0'= 0.2y_1+ 0.1y_2- 0.3y_0[/itex] and similarly for the others.
 
  • #4


Oh thank you guys, I see what I need to do.

Yeah, I was also confused what area each box was referring to. I'm assuming 1 represents the 1st floor and 2 the second. That leaves 0 as the outside, but I could be wrong.
 
  • #5


Revisiting this problem.

Would the initial conditions be

y
0
(0)=0
y1(0)=70
y2(0)=60
?
 
  • #6


Sure. What ODEs do you get?
 
  • #7


I got
Y0'=-0.3y0+0.2y1+0.1y2
Y1'=0.2y0-0.7y1+0.5y2
Y2'=0.1y0+0.5y1-0.6y2
Y0(0)=0
Y1(0)=70
Y2(0)=60

The eigenvslues are really ugly
 
  • #8


pyroknife said:
I got
Y0'=-0.3y0+0.2y1+0.1y2
I don't think heat escaping the house will do much to outside temperature.
Y1'=0.2y0-0.7y1+0.5y2
Y2'=0.1y0+0.5y1-0.6y2
There's an assumption in there that the two parts of the house have the same specific heat. I suppose you have to assume that.
 
  • #9


Hmm I don't think we're supposed to think too Much about thermodynamics for this problem.

Do those equations and ICs look right?
 
  • #10


pyroknife said:
Do those equations and ICs look right?
It's pretty clear that outside temperature would be constant. Other than that, yes.
 
  • #11


Hmmmm...something is not right. Part c of the problem asks to compute the time required for each floor to reach 32 degrees fahrenheit.

This does not seem possible.

I attached the solutions (solved using wolframalpha). X(t) represents the solution to the outside, y(t) represents 1st floor and z(t) the 2nd.
I verified these solutions are correct and satisfy the ICs.

The x(t) equatoin was able to be solved for t. It takes t=1.9 (idk units) to reach 32 degrees.

However, look @ the y(t) and z(t) equations.
The y(t) cannot be solved for y(t)=32. All the terms are positive and each exponential can't be negative.
z(t) can be solved for t, but that gives you a negative time..

Hmm, I don't understand this or maybe this is the answer to the question?
That x=32 when t=1.9
y=32 is not possible
z=32 requires a negative time, and thus, not possible?
 

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  • #12


By treating each of the three regions as a closed space of the same specific heat, it was inevitable that the limiting temperature for all three would be the average of the three temperatures you started with. It follows from that that the spaces that started above that average might never make it below that average (and at least one of them would not).
I'll say it again: it is completely obvious that the outside will stay at 0. Put that in and you will get sensible answers.
 

1. What is linear algebra?

Linear algebra is a branch of mathematics that deals with the study of linear equations and their representations in vector spaces. It involves the manipulation and analysis of systems of linear equations and their solutions.

2. What is a system of differential equations?

A system of differential equations is a set of equations that describe the relationship between a set of continuously changing variables. These equations involve the derivatives of the variables and can be used to model various physical phenomena in fields such as physics, engineering, and economics.

3. How is linear algebra used in solving systems of differential equations?

Linear algebra is used to represent and manipulate the equations in a system of differential equations. This allows for the use of matrix operations to solve the system, which can be more efficient than traditional methods. Linear algebra can also be used to analyze the stability and behavior of the solutions to the system.

4. What are the applications of linear algebra in systems of differential equations?

Linear algebra has numerous applications in systems of differential equations, including modeling physical systems, analyzing the behavior of populations, and predicting the spread of diseases. It is also used in engineering to design control systems and in economics to model market dynamics.

5. What are the basic concepts in linear algebra that are important for understanding systems of differential equations?

Some important concepts in linear algebra for understanding systems of differential equations include matrices, vector spaces, linear transformations, and eigenvalues and eigenvectors. Knowledge of these concepts can help in representing and solving systems of differential equations efficiently and accurately.

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