When does the calibration uncertainty contribute to a measurement uncertainty?

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Discussion Overview

The discussion revolves around the contribution of calibration uncertainty to overall measurement uncertainty, particularly in the context of the GUM 1995 method for uncertainty calculations. Participants explore the implications of calibration errors and how they relate to the uncertainties of measurements made by calibrated instruments.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant notes that calibration certificates often include both the error found during calibration and the associated uncertainty, questioning why the latter is not typically included in measurement uncertainty calculations.
  • Another participant suggests that the relevance of calibration uncertainty may depend on the specific instrument and context, indicating that for many electrical instruments, calibration uncertainty is often much smaller than the instrument's own uncertainty.
  • A participant raises the question of whether the error quoted in a calibration certificate can be treated as standard or expanded uncertainty, and at what confidence level this assumption holds.
  • One participant asserts that all sources of uncertainty, including calibration uncertainty, contribute to total measurement uncertainty, but emphasizes that the significance of calibration uncertainty may vary based on other uncertainties present.
  • There is a proposal to assume a rectangular probability distribution for calibration tolerance and combine it with the expanded uncertainty of calibration using the root sum squares method to derive a standard uncertainty for the device.
  • Another participant cautions against assuming a rectangular distribution without sufficient data, highlighting the potential for systematic changes that could affect calibration results.

Areas of Agreement / Disagreement

Participants express differing views on the treatment of calibration uncertainty in measurement uncertainty calculations. While some agree that calibration uncertainty contributes to total uncertainty, there is no consensus on how it should be quantified or its relative significance compared to other uncertainties.

Contextual Notes

Participants mention the importance of understanding the calibration parameter space and the potential for systematic errors that could influence the calibration results. There are also references to specific practices in fields like medical diagnostics that may require more precise uncertainty assessments.

fonz
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Often a calibration certificate for an instrument has the error found during the calibration as well as the uncertainty associated calibration itself.

I'm reasearching uncertainty calculations using the GUM 1995 method and I haven't found one yet that includes the uncertainty of the calibration result as a source of measurement uncertainty for a particular instrument. Only uncertainty derived from the error found by the calibration process is used. Is there a reason for this? Is it likely because in most cases there is a Test Accuracy / Uncertainty Ratio greater than 4:1?
 
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I suspect it will depend on where you are looking and what you are calibrating. The uncertainty associated with the calibration "experiment" itself will in many cases (pretty much all electrical instruments) be way lower (in some cases a couple of orders of magnitude) than the uncertainty associated with the instrument being calibrated.
That said, if you look up some papers from journals such as Metrologia you will find cases where every part of the error budget is taken into account.
 
f95toli said:
I suspect it will depend on where you are looking and what you are calibrating. The uncertainty associated with the calibration "experiment" itself will in many cases (pretty much all electrical instruments) be way lower (in some cases a couple of orders of magnitude) than the uncertainty associated with the instrument being calibrated.
That said, if you look up some papers from journals such as Metrologia you will find cases where every part of the error budget is taken into account.

Hi thanks for the reply. That is essentially my understanding and I think that the common requirement for a Test Accuracy / Uncertainty Ratio of 4:1 or even 10:1 validates your statement.

It has got me thinking though. When considering the uncertainty of a measurement made by an instrument with a known calibration. Is is correct to assume the error quoted by a calibration certificate can be considered a standard uncertainty or expanded uncertainty and if so, at what level of confidence? For example, I have shown an image of a typical calibration chart for a pressure sensor. The calibration tolerance is shown in blue, and the calibration points highlighted in green along with the error bars representing the uncertainty of the calibration itself. Is it correct to say that the contribution of uncertainty due to the accuracy of this device on any measurement made by it is within +/-2% of span? If so, at what level of confidence?

Calibration Uncertainty.PNG
 
The short answer is "always." All sources of uncertainty always contribute to the total uncertainty of a measurement, including calibration uncertainty. The question, as you've already discussed, is whether that calibration uncertainty is negligible compared to the rest of the sources. When you do a root sum of squares to add uncertainties, small contributions fade away pretty quickly.
 
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Would it be appropriate to assume a rectangular probability distribution for the calibration tolerance (blue line in the previous figure) and combine it with the expanded uncertainty of the calibration (green error bars) using the root sum squares method to obtain a standard uncertainty for the device at calibration?

If the 'as-found' calibration error is much less than the calibration tolerance then I suppose that is quite conservative so potentially the largest calibration error could be used and assumed to be a rectangular probability distribution. Combining that with the standard uncertainty of the calibration itself using RSS would then derive a standard uncertainty taking into account the calibration of the device and the uncertainty of the calibration itself. It seems sensible to me but it's not made clear in the GUM.
 
fonz said:
If the 'as-found' calibration error is much less than the calibration tolerance then I suppose that is quite conservative so potentially the largest calibration error could be used and assumed to be a rectangular probability distribution. Combining that with the standard uncertainty of the calibration itself using RSS would then derive a standard uncertainty taking into account the calibration of the device and the uncertainty of the calibration itself. It seems sensible to me but it's not made clear in the GUM.
I think this is not a good strategy unless you have more data about the calibration. For instance there might be a systematic change (say perhaps Temperature in your example) that would shift that green line to the other side of the calibration tolerance. Unless you know that the calibration data includes the entire calibration parameter space this is not a good practice.
If you need numbers better than the 2% band, it looks as though the instrument is capable of higher precision, but you would need to supply a correction factor using "controls" i.e. known outcomes. This is often done for medical diagnostic devices
 

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