The previous post for those that are interested is below:
http://langster1980.blogspot.co.uk/2017/04/create-spirometer-using-msp7002dp.html
Knowing the internal dimensions means the calculations performed will be more correct which in theory means the accuracy of the measurements will be correct.
I'm not going to go into how I designed the venturi tube - there are plenty of diagrams available.
Here is a picture of how the tube will look when printed:
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| Solid Version Venturi Tube |
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| See Through Diagram of the Venturi Tube with dimensions |
I'm going to 3D print this tomorrow but in the mean time lets repeat the calculations to calculate the areas of the first and second sections (The internal tube sections).
In order to make the measurements using the arduino we need the areas calculating for A1 and A2. The formula we are applying in total is:
The dimensions of A1 can be calculated using:
or
Next A2 can be calculated in the same way:
or
Lets now attempt to calculate Q, the Volumetric flow rate. Lets use a value of 320 for P1 and 200 for P2:
Simplifying gives:
And for the second thinner section:
Simplifying gives:
Both values come in almost exactly the same - close enough for my requirements. Good to know the mathematics works out!
From that as before the velocity of flow can then be calculated using:
Just for completeness lets use the value for A2 also:
We can now check all is correct as:
This actually computes to:
Which is really good - as we set the values for P1 and P2 to be 320 and 200 Pa to begin with! The really small error is probably due to rounding errors creeping in with my calculations. Not of significant importance in this case.
Here is a picture of the tube printed and displayed connected to the mask:
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| The venturi tube connected to a face mask |
We can now use the values for A1 and A2 in the arduino code with the newly printed venturi tube. Hopefully the accuracy will be much improved.
Here is the new code - same as before but updated with the new constants for the venturi tube.
// MPX7002DP Test Code with conversion
// to volumetric flow rate and velocity
// of flow
//
// A.Lang - 2017
// This code exercises the MPX7002DP
// Pressure sensor connected to A0
#include <Average.h>
Average<float> averageValue(100);
//variables
int sampleNumber = 0; // variable to store the sample number
int sensorPin = A0; // select the input pin for the Pressure Sensor
int sensorValue = 0; // variable to store the Raw Data value coming from the sensor
float averageInitialValue = 0; // variable to store the average inital value
float diffPressure = 0; // variable to store converted kPa value
float volumetricFlow = 0; // variable to store volumetric flow rate value
float velocityFlow = 0; // variable to store velocity of flow value
float offset = 0; // variable to store offset differential pressure
//constants - these will not change
const float tubeArea1 = 0.01592994; // area of venturi tube first section 0.003095 0.01592994
const float tubeArea2 = 0.0042417; // area of venturi tube second section
const float airDensity = 1.225;
void setup() {
// start serial port at 9600 bps and wait for port to open:
Serial.begin(9600);
pinMode(sensorPin, INPUT); // Pressure sensor is on Analogue pin 0
Serial.flush();
//Serial.println();
//Header for CSV data
Serial.print("Sample Number, Raw Sensor Value, Differential Pressure, Volumetric Flow Rate, Velocity of Flow,");
Serial.println();
Serial.print(" , bits , Pa , m^3/second , m/s ,");
Serial.println();
// get initial sensor value
for (int i = 0; i < 100; i++) {
// read the value from the sensor:
sensorValue = analogRead(sensorPin);
//push sensor values to averageValue object
averageValue.push(sensorValue);
}
for (int i = 0; i < 100; i++)
{
// get average Sensor values
averageValue.get(i);
}
//calculate mean average sensor and store it
averageInitialValue = averageValue.mean();
Serial.print("Average Initial Value :");
Serial.print(averageInitialValue);
Serial.println();
}
void loop() {
//read the value from the sensor:
sensorValue = analogRead(sensorPin);
// initial value
sensorValue = sensorValue - (int)averageInitialValue;
// increment sample counter
sampleNumber++;
// map the Raw data to kPa
diffPressure = map(sensorValue, 0, 1023, 0, 4000);
if (sensorValue >= 0)
{
//calculate volumetric flow rate for Exhalation
volumetricFlow = tubeArea1 * (sqrt((2/airDensity) * (diffPressure/(sq(tubeArea1/tubeArea2)-1))));
//calculate velocity of flow
velocityFlow = volumetricFlow / tubeArea1;
}
// convert reading to a positive value
else if (sensorValue <= 0) {
diffPressure = diffPressure *-1;
//calculate volumetric flow rate for Inhalation
volumetricFlow = tubeArea2 * (sqrt((2/airDensity) * (diffPressure/(1-sq(tubeArea2/tubeArea1)))));
//calculate velocity of flow
velocityFlow = volumetricFlow / tubeArea2;
}
// Print the results as comma separated values for easier processing
// in a spreadsheet program
Serial.print(sampleNumber);
Serial.print(",");
Serial.print(sensorValue);
Serial.print(",");
Serial.print(diffPressure);
Serial.print(",");
Serial.print(volumetricFlow);
Serial.print(",");
Serial.print(velocityFlow);
Serial.print(",");
Serial.println();
// wait 100 milliseconds before the next loop
// for the analog-to-digital converter and
// pressure sensor to settle after the last reading:
delay(100);
}
I have added to the setup function to provide an initial average. This zeros the sensorValue so that there are no issues with negative numbers during the calculation stage. It is always a good idea to zero things before performing calculations. I have also reduced the number of variables needed.
If people wish to use this code they will need to download the Average.H library from here:
https://github.com/MajenkoLibraries/Average
The library has been kindly provided by Majenko Technologies and appears to work very well. It was much quicker to use this library than to write my own function to calculate the average!
Here is the output from the new arduino serial plotter - which is very cool!
Blue trace: Raw sensor Value
Red trace: Differential pressure value, (Positive = Exhaling, Negative = Inhaling)
Green trace: Volumetric Flow
Orange trace: Velocity of Flow
If I could adjust the scales and print each graph on a separate line I'd be half way to displaying the data as requested!
I'm going to look at python scripting to achieve this functionality as I believe it will work best.
That is all for now people - take care always!
Update 2020: Here are the 3D modelling files so anyone can print their own venturi tube - Good luck and stay safe everyone!
