Measurement and Uncertainty Key Points Flashcards
Error
the difference between the measured value and the true measurement. The amount of error is an expression of the accuracy or the measurement
Uncertainty
quantification of the doubt about the measurement. Any error whose value is unknown is a source of uncertainty
The uncertainty is an expression of the interval in which…
the true value of a measured value is likely to occur
Uncertainty comes from what 3 things
- limitations of the techniques used to make the measurements
- the resolution of the measurement tool
- properties of the thing being measured
what is a SINGLE POINT measurement
established zero point so the uncertainty is ½ of ± the smallest division of the measurement tool
what is a TWO-POINT measurement
inability to guarantee the zero point so the uncertainty is ± the smallest division for each end of the measurement/measurement tool
- allows an estimate of the zero error (i.e., the error created) because of the inability to guarantee the 0 point
uncertainty in REPEATED measurements (2 ways)
- the range divided by 2. If there is an outlier, then this approach will overestimate the uncertainty
- the calculation of the standard deviation or variance in the data
uncertainty using DIGITAL tools
uncertainty is ± the last significant digit or the value specified by calibration of the tool or specified in the manual
absolute uncertainty
values calculated using the appropriate approach (single, two, repeated, digital)
fractional uncertainty
ratio of the uncertainty to the measured value
percentage uncertainty
fractional uncertainty multiplied by 100
SINGLE POINT example
In the meter shown below the smallest division for this meter is 0.2 volts.
- The uncertainty is ± 0.1 v
- The blue arrow on the meter represents 1.4 v ± 0.1v
- The absolute uncertainty is 1.4v ± 0.1v
- The relative uncertainty is .1 1.4 =0.07
- The fractional uncertainty is 0.07 x100=7%
TWO-POINT example
To use a ruler to measure the length of the pencil we must determine the smallest division of the ruler.
Because the smallest division is 1 mm, the uncertainty is 0.5 mm. We must remember that there is uncertainty on each end of the ruler, so the uncertainty is 2 times the uncertainty (0.5 mm).
- The pencil is 2.6 cm ± 1 mm or 26 mm ± 1 mm
- The absolute uncertainty is 26mm ± 1mm
- The relative uncertainty is 1 26 =0.04
- The fractional uncertainty is 0.04 x 100=4%
REPEATED example method 1
Because we have a set of repeated measurements, we can find the range and divide it by 2.
Maximum value = 83.4 dB SPL
Minimum value = 75.3 dB SPL
Range = 8.1 dB SPL
Uncertainty = 1/2 ∗8.1=4.05 dBSPL
- The absolute uncertainty is 78.8 dB SPL ± 4.1 dB SPL
- The relative uncertainty is 4.1/78.8 =0.05
- The fractional uncertainty is 0.05 x100=5%
REPEATED example method 2- standard deviation
Because we have a set of repeated measurements, we can find the range and divide it by 2.
A second approach to expressing the uncertainty is to find the standard deviation or the variance
- variance is 6.1 and the standard deviation is 2.5
- measurement is 78.8 dB SPL ± 2.5 dB SPL.