Can I Accurately Measure Temperature with 3 1/2 Digit Equipment?

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Discussion Overview

The discussion revolves around the measurement of temperature using 3 1/2 digit equipment, specifically focusing on how to incorporate the accuracy specifications of the equipment into the analysis of temperature data collected over a distance of 100 meters. The scope includes experimental methodology and statistical analysis of measurement uncertainty.

Discussion Character

  • Exploratory
  • Technical explanation
  • Mathematical reasoning

Main Points Raised

  • One participant describes a method for measuring temperature at intervals and calculating mean values, standard deviation, and standard error, seeking guidance on how to factor in the accuracy of the measurement equipment.
  • Another participant suggests that the concept of Propagation of Uncertainty is relevant to the discussion and provides a link for further reading.
  • A later reply questions how to appropriately apply the specified accuracy of the sensor (±5% and ±3 digits) within the four-step process of data analysis, indicating uncertainty about the correct approach.

Areas of Agreement / Disagreement

Participants have not reached a consensus on how to incorporate the accuracy of the measurement equipment into the data analysis process, and multiple viewpoints regarding the application of uncertainty remain unresolved.

Contextual Notes

There are limitations in the discussion regarding the assumptions made about the accuracy of the measurement equipment and the specific steps in the data analysis process that should account for this uncertainty.

gnurf
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In an attempt to determine how the temperature varies over a distance of 100m, I have taken five temperature measurements for every 10 meters, for a total of 55 measurements. I have then, for each dataset of N=5, calculated the mean value, standard deviation and standard error. Finally, I've plotted the mean value with error bars in what I believe is the most accurate and informative way to represent this data (mean temperature on the y-axis, and distance on the x-axis).

So far so good I think, but how do I include the accuracy of the, say, 3 1/2 digit measurement equipment if it was specified as accurate to within +/- 5% and +/-3 digits?
 
Last edited:
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dlgoff said:
Where to start? Here maybe?

http://www.ni.com/white-paper/4439/en/
Thanks, but I didn't find what I was looking for at that url.

What I described above is basically a four step process (measure-->calculate mean-->calculate standard deviation-->calculate standard error) and I'm wondering at what stage it makes the most sense to take the 5% accuracy of the sensor into account. E.g., can I slap it onto the end of said four step process and simply increase the standard error by 5% (I'm guessing not, but I'm asking in order to clarify the problem).
 
Okay. You want Propagation of Uncertainty.

This looks good for that: http://www.rit.edu/cos/uphysics/uncertainties/Uncertaintiespart2.html#propagation

from http://www.rit.edu/cos/uphysics/uncertainties/Uncertaintiespart2.html
 
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