An instrumentÂ’s accuracy is limited by its precision. An instrumentÂ’s precision is determined by making minute variations in the measured process variable (e.g., pressure, temperature) and then monitoring the instrumentÂ’s output for a response.
The smallest magnitude of change an instrument can detect and then reflect at its output is its precision. This precision rating can be listed in percentage of span or in engineering units.
PLC Analog Input Card Resolution Effects on Accuracy
For example, a hypothetical ultrasonic tank level transmitter might have a detection range of 0–12 ft with its output scaled 4–-20 mA, precise to ±0.1 inch.
Precision can be related to the instrumentÂ’s resolution. Rather than a smooth movement of the output as the tank level changes, the output will step to a new milliamp value as the level changes in 0.1 inch increments.
The transmitterÂ’s resolution is
12 ft x 12 in/ft x 10 steps/in = 1440 steps across the range.
Therefore, the 4–20 mA signal will change in increments of 16 mA/1440 steps = .01111 mA/step.
In the digital world, bits are units of resolution. The term 12 bit resolution tells us the smallest change of signal magnitude that can be interpreted by the computer or device.
This resolution value relates to the margin of error. Since each device in a system has its own associated resolution (hence, its own margin of error), the overall accuracy of a system is decreased every time a signal is converted or      re-transmitted.
In most cases, the best move is to digitize the signal at the sensor and then transmit the value as a digitized data stream rather than as a pure electrical signal, thus eliminating several layers of conversion.
Most PLCs currently have 12-bit resolution on their analog inputs. This means the analog signal is converted to a 12-bit binary integer.
Once in integer format, the value can be converted to a decimal integer, or hexadecimal, or whatever, for display.
A 4–20 mA signal has a span of 16 mA (20 – 4 =16).
This 16 mA span might represent the 0–100% output of an ultrasonic transmitter or other device.
For an ultrasonic meter with a calibrated range of 12 ft, how much error will the PLC introduce to the system?
12-bit resolution: 4096 divisions
Resolution error: 144 inches/4096 = .0352 inches
Instrument Range versus Scale
There is a difference between an instrumentÂ’s design range and its scale.
When an instrument is received, it comes with an inherent range. This range value defines the maximum input span for which the device can provide a linear output.
For example, an ultrasonic level transmitter might have a range of 12 ft.
If we place that transmitter in a 6-ft tank and do not recalibrate it, we will lose resolution.
Its output will only change 50% for a 100% change in tank level.
To rectify this, the unit needs to be recalibrated to provide a 0-–100% change in output for a 0–-50% change in its input, provided the device is scalable to that degree.
Sometimes a device is not scalable beyond, say, 10% of its range. This limit is called rangeability.
Instrument Calibration
An instrumentÂ’s scale and its calibrated range are synonymous. Once a scale is decided on, the instrument must be calibrated.
If its range is 0–-550 psig and its scale is 10–-350 psig, its calibrated span is 350 – 10 = 340 psig.
The calibration end points are the zero point and the span point.
The point at which the process is expected to operate is called the set point, though this is not generally part of instrument calibration other than to confirm the anticipated set point is near the center of the calibrated span.
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“An instrument’s accuracy is limited by its precision” … ????!!!!!! – at the beginning of his article, the author makes a big mess from terms, confusing to each other the accuracy, resolution, precision, sensitivity, etc.
It is very useful for everybody to review from time to time the terms of JCGM 100 guide.