Based on your previous focus on hot runner thermocouple temperature measurement scenarios, the following are common methods to effectively reduce cold junction compensation error:
Cold Junction Constant Temperature Method: Placing the thermocouple cold junction in a 0°C ice-water mixture freeze-point bath directly stabilizes the cold junction temperature at the calibration reference value. This can control the cold junction compensation error within 0.01°C and is often used in high-precision temperature measurement scenarios in laboratories.
Compensation Wire Method: Using dedicated compensation wires perfectly matched to the thermocouple's thermoelectric characteristics, the cold junction is extended from the high-temperature hot runner environment to a temperature-stable control room. This avoids direct interference from on-site temperature fluctuations with the cold junction and is most widely used in industrial applications.
Bridge Compensation Method: Connecting an unbalanced bridge circuit to the cold junction loop utilizes the temperature-changing copper resistance to generate a reverse compensation potential, automatically offsetting the thermoelectric potential deviation caused by cold junction temperature fluctuations, achieving dynamic real-time compensation.
High-precision software correction method: This method uses calibrated high-precision temperature sensors such as Pt100 to collect cold junction temperatures in real time. Based on the intermediate temperature law and thermocouple calibration tables, a microprocessor performs precise digital correction. This scheme is widely used in modern intelligent temperature control systems, achieving an average relative error as low as 0.01% (international academic research).
Optimized installation process: All thermocouple cold junctions are centrally located in the same isothermal region, ensuring completely consistent cold junction temperatures. This avoids compensation errors caused by single-point temperature sampling deviations and further improves the consistency of multi-channel temperature measurement.

