Designing An Accurate Temperature-Monitoring System


Thermocouples are typically selected because of their low cost, high temperature limits, wide temperature ranges and durable nature. Applications for thermocouples range from industrial such as power generation, pharmaceutical and biotech to scientific and OEM applications. These are also found in everyday appliances like stoves, furnaces and toasters.

Measuring temperature with a thermocouple can be challenging because output signals are typically in milli-volt range, and generally thermocouples have very low temperature-to-voltage sensitivity. Therefore sources of errors related to thermocouple measurements that can impact measurement accuracy should be carefully considered. These are cold-junction compensation (CJC) errors, offset and gain errors, noise errors and thermocouple errors. Signal conditioning for a thermocouple involves CJC, amplification, isolation and filtering to remove these errors.

Let us walk through some important sources of errors and signal conditioning requirements in thermocouples:

Amplification. As output signals from thermocouples are typically in milli-volt range, these should be amplified. Gain is chosen according to the input limits of the ADC. Low-level voltages amplified near the signal source or measurement point typically improve the system’s noise performance.

CJC. It is important to consider CJC error, which is one of the largest contributors to the overall accuracy of measurements using a thermocouple. Connecting a thermocouple to a measurement device, in fact, creates three dissimilar metal junctions in a circuit: thermocouple junction (or hot junction) and junctions between each lead and measurement device (or cold junctions).

These cold junctions produce their own thermoelectric voltages proportional to the temperature at the device terminals. The technique used to remove this unwanted effect is called CJC, which uses another temperature sensor (usually a thermistor) to measure the cold-junction temperature, and uses this value to eliminate the parasitic thermocouple’s effects.

Noise errors. As thermocouple output signals are very low, typically between -10mV and 80mV, these are susceptible to noise introduced either by the external environment or by the measurement device. Thermocouple data acquisition (DAQ) systems generally use low-pass filters (LPFs) to eliminate high-frequency noise.

Common-mode noise and ground loops. Another source of noise arises when thermocouples are connected/soldered to a conductive material such as steel or submerged in conductive liquids such as water, which makes thermocouples susceptible to common-mode noise and ground loops. Isolation is required to prevent ground loops and improve the rejection of common-mode noise.

Thermocouple error. Another source of error is temperature gradients across the thermocouple wire due to impurities in the metals.


Thermistors are temperature-dependent resistors usually made from metal-oxide ceramics or polymers, whose resistance changes substantially with temperature, more so than standard resistors. Most of these are negative temperature coefficient (NTC) thermistors with their resistance dropping with temperature as opposed to standard resistors.

With a typical range of -100°C to +150°C, these are normally used for over-temperature shutdown purposes, monitoring the temperature of battery packs while charging, temperature of coolants and oil temperatures inside the engine to provide data to the engine control unit (ECU), and for temperature sensing in freezers and incubators.
Although thermistors are inexpensive and come in small packages, these are not as accurate as some of the other temperature-sensor solutions. These typically achieve greater precision within a limited temperature range. These are also non-linear, and their non-linearity can be addressed by software or by circuitry.

Of all thermistor disadvantages, self-heating is an important consideration. As discussed earlier, thermistors being resistive devices need an excitation current to read the voltage across their terminals, which results in self-heating. To minimise self-heat error to a low enough value, proper care must be taken to limit the sensing current.


Platinum RTD is one of the most accurate sensors available for measuring temperatures within -200°C to +850°C range, capable of achieving calibrated accuracy of ±0.02°C or better. RTDs are resistive devices (often made from platinum wire) whose resistance varies with temperature. A 100-ohm platinum RTD, commonly called Pt100, has a typical resistance of 100 ohms at 0°C. Other characteristics include reasonable linearity and the need for signal conditioning. Cost of RTDs can be high, and these are available in probes, surface-mount packages and with bare leads.

RTDs are slowly replacing thermocouples in many industrial applications that work below 600°C due to their higher accuracy and repeatability. However, above these temperatures these are rarely used due to contamination of platinum at higher temperatures. Advantages of RTDs include high accuracy, low drift and suitability for precision applications.

Two common effects that can cause errors in measurements with RTDs are self-heating and lead-wire effects. These are explained below:

Self-heating. Passing current through an RTD generates a voltage across the RTD. By measuring this voltage, its resistance and, thus, its temperature can be determined. This causes self-heating of the RTD, leading to change in its resistance. This, in turn, results in error in the measurement. Self-heating effects can be minimised by supplying lower excitation current.

Lead-wire resistance. An RTD is often connected to a measurement device with a two-wire connection. These two wires that provide the RTD with its excitation current are also used to measure the voltage across the sensor. As RTDs have low nominal resistance, measurement accuracy can be greatly affected by lead-wire resistance. For example, one per cent measurement error can be caused by lead wires with a resistance of one ohm connected to a 100-ohm platinum RTD. To eliminate the effects of lead-wire resistance, a three-wire or four-wire connection method can be used, which creates high-impedance paths to effectively eliminate errors caused by lead-wire resistance.

Semiconductor temperature sensors

Semiconductor sensors are the easiest to measure temperature. These are designed to provide highly-accurate, repeatable results that require no compensation circuitry, lookup table or calibration. Modern silicon (IC) temperature sensors offer high accuracy and high linearity over an operating range of about -55°C to +150°C. The extremely low operating current minimises self-heating and maximises battery life. Often, these are integrated into multi-function ICs, which perform a number of other hardware monitoring functions. These are also useful in CJC circuits for wide-temperature-range thermocouples.


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