Implementing a moving average

[Ralf Meier]

The difference between my Solution and the Solution from OG is that my Solution don't need an Array for building a single Average. Another difference is that the smoothing is variable. If you want to build also an average from the average of some sensors you need to add the values of the sensor-averages and divide it throught the count of the sensors which are added. But that was allready mentioned by OG ... where do you stuck there ?

SumAverage := (Sensor_1_Average + Sensor_2_Average + Sensor_3_Average + Sensor_4_Average + Sensor_5_Average) / 5.0 ;

[auting82]

Hi, OG's Moving Average works fine. The problem is I am not able to apply it to the proper values. It should be simple thing to fix, but its not. As I said in one of the posts above. I get the Moving Average, means I get the average of the last 5 numbers , but I need to get it for each sensor column not row wise as I am currently. See the explanation below. Ho do I fix that ??:confused: TimeStamp AI.1 AI.2 AI.3 AI.4 AI.5 AI.6 AI.7 13:29:05.091 0.726 0.249 0.771 0.294 0.816 0.338 0.861 13:30:40.325 0.817 0.111 0.404 0.698 0.991 0.284 0.962 13:31:19.709 0.768 0.467 0.166 0.865 0.564 0.263 0.915 13:32:00.943 0.558 0.772 0.985 0.198 0.412 0.625 0.594 13:32:31.391 0.206 0.658 0.109 0.560 0.012 0.463 0.720 What happens is that program calculates average of the last five numbers in the text box which means in this case Moving Average=(0.109+0.560+0.012+0.463+0.720)/5=0.373. While the moving average for example for AI.1 would be:(0.726+0.817+0.758+0.558+0.206)/5=0.615 This is obviously Wrong as I am getting average of the values from different sensors. I need average of the last five values for Sensor AI.1, AI2,....etc So I need to make some more changes to get this done.

[Ralf Meier]

You should read carefully what is suggested to you ... I would say : all what you need is told to you ...

[Ralf Meier]

A new day and I will try it once more to explain. The fact is : you don't understand what you got suggested. The Solution from OG and also the Solution from me builds the "moving Average" from the incoming values from ONE sensor - not from one timestanp. So - what both Solutions are doing is : take the raw-value of one sensor (that means the incoming actual value) and build an average with the saved/stored values from the same sensor - that means the values before). By this you get a kind of smoothing of the incoming values. The return-value (the result) of the posted method should be stored by you in your table. I suppose that you completly misunderstood the made Suggestions. If you now still don't know how to get further you should post your actual method which writes the incoming values in your table (or List or whatever). Perhaps then we could explain you the mistake you make ...

[auting82]

Hi again Ralf and thanks for the patience. I understood what OG's method does in terms of the result I got. My problem is now how do I make this list to store my numbers that get generated by the GetAnalog Method. I would need to have historical analog values for each Sensor and then apply OG's method on each sensor array or list , whatever is made. Here is the GetAnalogMethod() from the Sensor.cs class,

public double GetAnalogValue(double minAnalogVolt=0.00F,double maxAnalogVolt=1.00F)
{
if(minAnalogVolt <= AnalogVal && AnalogVal<= maxAnalogVolt) //defines measurement interval for sensor

             AnalogVal = rSensVal.NextDouble(); //generates values between 0-1
             return AnalogVal; //return a value        
    }

In here I call this GetAnalogValue() method to generate "random" analog values for each of my sensor IDs:

for (int id = 0; id < maxAI; id++)
{
double AnalogSensorValues = sObj[id].GetAnalogValue(); //for loops runs through the loop and inserts random number between 0-1 for each sensors ID
sTxt = AnalogSensorValues.ToString("F3");//defines a string variable in order to print out sensor values
textSensorValues.Text += sTxt + " ";//prints out sesnor values in text box
txtFilterValues.Text = fTx1;//defines a string variable for moving average filtered values
txtFilterValues.Text = GetMovingAverage(AnalogSensorValues).ToString("F3");//applies GetMoving Average method and prints the last fuive values in the textbox
}

If you see above I store all my sensor ID values in a double variable I call AnalogSensorValues.I should have ideally have had a list so that each value gets stored and can be accessed so that GetMoving Average() method can be applied to it. So yes, that is my problem. Basically sorting these values in a List. This may sound silly, but I don't know how to do it :~

[Ralf Meier]

I'm not sure if I got you right ... Basicly your 2nd code-snippet looks good. But ... what do you want to see in your Textbox 'txtFilterValues' ? Inside your loop you are overwriting each stored text with the new one ... My 2nd problem with your code is : You are using the method 'GetMovingAverage' completely wrong, because it builds it's average (as I described before) from it's own stored values (that you used for the method before). So your loop must be complete different (and in my opinion the posted method doesn't really solve your problem). Try as code something like this :

  double AnalogSensorAverage
  for (int id = 0; id < maxAI; id++)
        {
            double AnalogSensorValues = sObj\[id\].GetAnalogValue(); //for loops runs through the loop and inserts random number between 0-1 for each sensors ID
            AnalogSensorAverage = GetMovingAverage(AnalogSensorValues);

            sTxt = AnalogSensorValues.ToString("F3");//defines a string variable in order to print out sensor values
            textSensorValues.Text += sTxt + "    ";//prints out sesnor values in text box 
        }
        txtFilterValues.Text = AnalogSensorAverage.ToString("F3");//applies GetMoving Average method and prints the last five values in the textbox

[auting82]

Hi Ralf, see the links from my GUI, perhaps its easier to understand what I want and what I currently get: Link1: Moving average applied — imgbb.com[^] Link2: What happens — imgbb.com[^] In the filter textbooks I need to see moving averaged filtered values for each sensor A1 up to A7.

[Ralf Meier]

OK ... in your code snippet (before my last response) I haven't seen (or realized) that your loop works with the Analogue Inputs - not the different values from each Input (in that case my posted Solution has matched). So you have another loop (outside the AI-Loop) which takes the samples ...? I will create another code-suggestion for you which works with an array you need. But now (and that is what you really wanted to have) you would get a method which builds an Average at the end of the meassurering - not moving. The difference is : Moving means during and not at the End ... One moment please ...

[Ralf Meier]

      double\[,\] AnalogSensorValue  = new double\[7,6\];

        // take the samples
        for (int cycle = 1; cycle <= 5; cycle++)
        {
            for (int sensor = 0; sensor <= 6; sensor++)
            {
                AnalogSensorValue\[sensor, cycle\] = 1234;  // <- assign your meassurering-value here instead of 1234
                // do your Textbox-Assignment here as you need
            }
        }

        // finally the evaluation
        for (int sensor = 0; sensor <= 6; sensor++)
        {
            AnalogSensorValue\[sensor, 0\] = 0;
            for (int cycle = 1; cycle <= 5; cycle++)
            {
                AnalogSensorValue\[sensor, 0\] += AnalogSensorValue\[sensor, cycle\];
            }
            AnalogSensorValue\[sensor, 0\] /= 5;  //AnalogSensorValue\[sensor, 0\] now holds your average for each sensor
        }

programming in C# is not my favourite ... :cool:

[auting82]

Thanks a lot.Have some questions. Trying to understand your code. You are running 5 cycles to save 5 sensor values? What is the measuring value you are referring to?:confused: Are you talking about:

Analogsensorvalues=sObj[id].GetDigitalValue();

Because this is where and how I actually enter or get the randomly generated sensor values from the Sensor.cs class.

// take the samples
for (int cycle = 1; cycle <= 5; cycle++)
{
for (int sensor = 0; sensor <= 6; sensor++)
{
AnalogSensorValue[sensor, cycle] = AnalogSensorValues; // <- assign your meassurering-value here instead of 1234
txtNumberWritings.Text += sensor.ToString(); // do your Textbox-Assignment here as you need
}
}

I tired something here, but not really sure if I understood how I am suppose to store my values.:~ I am just getting 0,1,2,3,4,5,6 in the text box If the code works as intended I should be getting values I have for each sensor?

[Ralf Meier]

Yes ... I'm talking about that assignment

Analogsensorvalues=sObj[id].GetDigitalValue();

This couldn't be tested by me. But you have to realize that in my "method" the variable 'id' isn't used. I guess you you replace it by my loop-variable 'sensor'. Inside the loop which you refer you assign 'sensor.toString' to the Textbox. That isn't correct - here you have to assign 'AnalogSensorValues.toString' as you have done before. If you make all changes to my code-snippet as necessary the code should work as you want ... If not please provide your actual code - apologize that my code-suggestion wasn't better ... but because C# isn't my 1st choice for coding I had to test my code before providing - so some of your assignments couldn't be made by me because I didn't have your complete project ... Waiting for your Feedback ...

[auting82]

Hi Ralf, I think I have solved the problem now. I created a class for MovingAverageFilter. The only little problem I have left is implementing an automatic sampling by ticking off check box. Struggling with that at the moment. Also I guess I do not have proper Random numbers as I always start off from the same Seed No., would be great to Randomize that properly, so that it creates completely new numbers next time I run the app. See my code: Main Form1.cs

using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Data;
using System.Drawing;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
using System.IO;
using System.Xml.Linq;
using System.Windows.Forms;
using System.Globalization;
using System.Linq;
using System.Collections.Generic;
using System.Collections;

namespace DAQ_Simulator
{
public partial class Form1 : Form
{
int counter;
int count_lines;
System.Timers.Timer t;
//Log time varibles
int LoggingTime=56;
int LogTimeLeft;

    //Sampling variables
    float SamplingTime = 5.9f;        
    private int clickcounterSampling;
    private DateTime datetime;
    private DateTime datetime2;
    private DateTime NextLoggingTime;
    int maxAI = 7;
    int maxDI = 3;
    int maxSid = 9;
    String SensorText;
    String sTxt1;
    String fTxt;
    // Create an array of 10 sensor objects
    Sensor\[\] SensorObject = new Sensor\[10\];
    MA\_Filter\[\] FilterObject = new MA\_Filter\[10\];
    
    public Form1()
    {
        InitializeComponent();

        for (counter = 0; counter < maxSid; counter++)
        {
            SensorObject\[counter\] = new Sensor(counter);
           FilterObject\[counter\] = new MA\_Filter(counter); //Create filters
        }        
    }
    private void displaySensorData(object sender, EventArgs e)
    {
    }
    private void groupSampl\_Enter(object sender, EventArgs e)
    {

    }
    private void textSampling\_TextChanged(object sender, EventArgs e)
    {



    }
    private void btnSampling\_Click(object sender, EventArgs e)
    {
        txtNextSamplingTime.Text = "5.9sec";
        clickcounterSampling++;
        if (clickcounterSampling == 1)
        {
            txtSensorValues.Text = "TimeStamp        AI.1,      AI.2,

[Ralf Meier]

Well ... very good if it works now. What I like to know now : for what is that good ? OK ... you have a kind of Simulation ... but what is the final goal ? Do you want to communicate with a PLC which will give you Values of a Meassurement ? In that case you should realize that a PLC (or something similar) will give you each Millisecond a new Value ... and those Values (of course) need to be smoothed - but continiuesly. Or is the goal something complete different ?

[auting82]

I just did an assignment for a specific course I am doing at the Uni.This was just meant as a simulation so there really is no further goal behind this. Sensors were suppose to simulate signals from field instruments I guess. Thanks for the help Ralf Maier.