Question
Solve this question in Python. You will have access to much test data however your solution will be tested against additional trials. Your code will
Solve this question in Python. You will have access to much test data however your solution will be tested against additional trials. Your code will need to pass all tests to achieve full marks.
Please try using while loops in the statement. Thanks
Problem description:
Water towers are among the simplest yet ingenious methods to distribute water having been in use in some form since ancient times. More than simply calculating capacity or flow rate however, we can model how a tank can be filled and emptied. We will model a scaled down version of this problem. In our model, our water tank will have a single water flow inward, and a single flow outward and be perfectly cylindrical.
Vtotal = pi r2H
Vnew = Vold + (fin-fout)*dt
hnew = h_old+((fin-fout)*dt)/pir^2
where:
fin the flow-rate in (cubic meters per second)
fout the flow rate out ( cubic meters per second )
r the radius of the tower (meters)
H The height of the tower (meters)
h The height of the current water-level (meters)
You are tasked to write a function called trackFlow which when given some initial conditions iteratively simulates the contents of the tower. By iteratively we mean you will update the volume of water in the tank repeatedly over numerous time-intervals.
More specifically, the tank will be filled up until some time (topen) at which point the outward flow is activated (instantly).
Your function will accept the following arguments (in the following order):
fin The flow-rate in ( cubic meters per second )
fout The flow rate out ( cubic meters per second )
r The radius of the tower (meters)
H The height of the tower (meters)
h The height of the initial water-level (meters)
tmax The maximum time allowed to simulate the system(seconds)
topen The time when the outwards flow opens (seconds)
Your calculations should continue until either t > tmax, h > H or h < 0 whichever comes first.
Assume
The time-step = 0.1 sec
The density of water = 1000 Kg/m3
The inward flow is open at t = 0.0 sec
Your function should return the following
A list of volume values (in cubic meters )
A list of water-height values (in meters)
A list of time-stamps at which the values were calculated (in seconds)
Note: Do not print the lists in a formatted manner, simply return them at the end of calculations
All values during the computation must be rounded to 10 decimal places to avoid approximation problem. See details at
https://docs.python.org/2/tutorial/floatingpoint.html
In addition, all output values are to be rounded to 2 decimal places when they are appended to the output result-arrays.
See theround() function for more information.
Your submission will be tested against a sample solution with numerous test-cases in addition to those presented below.
Sample testing data:
testFlow(1, 1, 1, 10, 0, 3, 1) #Steady-state after 1s
Volumes = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]
Heights = [0, 0.03, 0.06, 0.1, 0.13, 0.16, 0.19, 0.22, 0.25, 0.29, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32, 0.32]
Times = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0]
testFlow(1, 5, 1, 10, 0, 5, 2) #Decreases until tank is empty
Volumes = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 1.6, 1.2, 0.8, 0.4]
Heights = [0, 0.03, 0.06, 0.1, 0.13, 0.16, 0.19, 0.22, 0.25, 0.29, 0.32, 0.35, 0.38, 0.41, 0.45, 0.48, 0.51, 0.54, 0.57, 0.6, 0.64, 0.51, 0.38, 0.25, 0.13]
Times = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4]
testFlow(1, 0.5, 1, 10, 0, 3, 1) #Increases after out-flow is open to maximum time
Volumes = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.05, 1.1, 1.15, 1.2, 1.25, 1.3, 1.35, 1.4, 1.45, 1.5, 1.55, 1.6, 1.65, 1.7, 1.75, 1.8, 1.85, 1.9, 1.95, 2.0]
Heights = 0, 0.03, 0.06, 0.1, 0.13, 0.16, 0.19, 0.22, 0.25, 0.29, 0.32, 0.33, 0.35, 0.37, 0.38, 0.4, 0.41, 0.43, 0.45, 0.46, 0.48, 0.49, 0.51, 0.53, 0.54, 0.56, 0.57, 0.59, 0.6, 0.62, 0.64]
Times = [0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0, 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7, 2.8, 2.9, 3.0]
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