2. Today’s Lecture
Measurement Participants
Measurement System
Instruments Reading Quality
Uncertainty of Measurement
Basic statistical calculations
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3. Measurement Participants
Measurement: the quantitative comparison between a
predefined standard and a measurand to produce a
measured result.
Measurement involves 3 main participants:
(i) the measurand
(ii) the measurement system
(iii) the observer or control unit
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4. Measurement System
The function of measurement system is to provide
information about the physical value of the
measurand.
In some cases, the system is made up of only a single
component which gives an output signal according to
the magnitude of the variable applied to it.
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5. Measurement System
However, in most cases, the measurement system is
made up of several components which can be broadly
summarized as:
i. Transducers
ii. Signal conditioning elements
iii. Signal utilization elements
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6. Measurement System
Transducer
A transducer is a device which converts a property
difficult to measure into another property more easily
measured.
The transducer often comes into contact with the
measured and takes a sample of it, which is then
converted into another form of output that is a
function of the initial value of the input.
It is sometimes referred to as the sensing element.
An Example of transducer is: Mercury bulb in
mercury-in-glass thermometers.
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7. Measurement System
Signal Conditioning
Signal Conditioning: This becomes necessary in
order to improve the quality of the signal obtained
from the transducer and present it in a more
convenient form for further processing or
transmission.
An example include: Capillary tube in mercury-in-
bulb-thermometer
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8. Measurement System
Signal Utilization
Signal Utilization or Data Presentation
Element : The final element in a measurement
system is utilize either in form of a display,
recorder or control system.
In more sophisticated( (ر ّمتطو system; the signal
conditioning block can be subdivided into a
series of blocks, each in its turn modifying the
signal.
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10. Measurement System
Summary
Detector/Sensor كاشف) ): device which detects and
responds to measurand
Transducer: converts measurand to an analog more easily
measured (force-displacement, resistance-voltage)
Signal Cond.: amplify, filter, integrate, differentiate,
convert freq. to voltage, etc.
– Computer: widely used today
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11. Instruments Reading Quality
The following terms are often employed to
describe the quality of an instruments reading.
Range
The region between the limits within which a
quantity is measured, received or transmitted,
expressed by starting the lower and upper
range values.
Example: 0 to 150 ° F, 20 to 200 psi.
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12. Instruments Reading Quality
Span
The algebraic difference between the upper and
lower range values.
For example:
a) Range 0 to 150 °F , span 150 ° F.
b) Range -20 to 200 ° F, span 220 ° F.
c) Range 20 to 150 psi, span 130 psi.
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13. Instruments Reading Quality
Measured Variable
A quantity property or condition that is
measured. Sometimes referred to as the
measurand.
Example: Temperature, Pressure, rate of flow.
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14. Instruments Reading Quality
Accuracy
The accuracy of an instrument indicates the deviation
of the reading from a known value
Accuracy is typically expressed as:
1. Percentage of full scale reading (upper range
value). Example: A 100 kpa pressure gage having
an accuracy of ±1% would be accurate of ± 1 kpa
over the entire range of the gage.
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15. Instruments Reading Quality
2. Percentage of span.
Example: A pressure gage has span of 200 kpa,
Accuracy of ±0.5%.
To one reading of 150 kpa is taken, then the true value
of measurement will be between
3. Percentage of the actual reading.
Thus, for a ± 2% of reading voltmeter, we would have
an inaccuracy of ± 0.04 volts for a reading of 2 volts.
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16. Example 1
A temperature transducer has a range of 20 to 250 °C. A
measurement results in a value of 55°C for the
temperature. Compare the errors if the accuracy is:
a) ± 0.5 % FS.
b) ± 0.75 % of span.
c) ± 0.8 % of reading.
What is the possible temperature in each case?
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17. Example 1 - solution
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18. Uncertainty of Measurement
Uncertainty of measurement is the doubt that
exists about the result of any measurement.
Uncertainty is important to make good quality
measurements and to understand the results. It
is also important in calibration (must be
reported on the certificate).
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19. Basic statistical calculations
To increase the amount of information you get
from your measurements take a number of
readings and carry out some basic statistical
calculations.
The two most important statistical calculations
are to find the average or arithmetic mean, and
the standard deviation for a set of numbers.
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20. Standard Deviation
The standard deviation of a set of measurements is an
indication of how much the measurements vary from
their average value.
To get the standard deviation of a set of numbers, we
do the following:
1. square all the deviations from the mean,
2. add them together,
3. divide by the number of measurements, and
4. take the square root.
The standard deviation is the root mean square of the
deviations.22 April 2014 Mechanical Measurement - 3rd year 20
21. Example 2
Calculate the average (arithmetic mean) and the
standard deviation of the following readings
The readings are: 16, 19, 18, 16, 17, 19, 20, 15,
17 and 13
Answer:
To find the average, add them together and
divide by the number of values
mean
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17
10
170
n
x
x
22. Example 2
Standard deviation:
find the difference between each reading and the average;
And square each of them;
Next, find the total and divide by n-1 (n=10 in this case);
The standard deviation, s, is found by taking the square root of
the total;
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23. Example 3
Suppose we measure the temperature of a
metal table five times using a thermometer and
get the following results:
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Index
Result
(°C)
Deviation
(°C)
Square of
Deviation
(°C2)
1 28.0 +2 4
2 25.0 -1 1
3 26.0 0 0
4 27.0 +1 1
5 24.0 -2 4
Average 26 0.0 2
The mean square deviation is 2 °C2. The standard deviation is the
root mean square deviation, which is √2 = 1.4 °C.