The raw signal from a thermocouple is a millivolt‑level voltage-at 400°C, a Type K thermocouple produces about 16.4 mV. This tiny signal is easily overwhelmed by electrical noise, especially in the electrically noisy environment of an injection molding plant. Therefore, most temperature controllers incorporate signal amplifiers and filters to condition the signal before using it for control. A high‑quality instrumentation amplifier is the first stage. It provides high input impedance (to avoid loading the thermocouple), high common‑mode rejection (to reject noise that appears on both leads), and a fixed gain (typically 100–1000×) to boost the signal to a level suitable for the analog‑to‑digital converter. The amplifier's offset voltage and drift directly affect the measurement accuracy; low‑drift amplifiers (e.g., auto‑zero or chopper‑stabilised types) are preferred. After amplification, a low‑pass filter removes high‑frequency noise, usually with a cutoff frequency between 10 Hz and 100 Hz. The filter can be analogue (RC or active) or digital (implemented in the controller's firmware). Digital filtering allows the user to adjust the response time-a heavy filter (long time constant) smooths noise but slows response; a light filter responds quickly but may pass noise. Modern controllers often use adaptive filtering that changes based on the rate of temperature change. Another important function is linearisation, which is essentially a software‑based filter that applies the correct polynomial curve to convert the amplified voltage to temperature. Some controllers also include a digital moving average or a median filter to remove spikes caused by intermittent interference. Over‑filtering can mask real temperature changes, leading to slow control; under‑filtering results in noisy readings that cause heater cycling. Therefore, selecting the appropriate filter settings is a balance. For hot runner systems, a filter time constant of 0.5–2 seconds is typical. If the controller has a "filter" or "damping" parameter, adjust it so that the displayed temperature remains stable but still responds to a step change within about 3–5 seconds. Additionally, some controllers incorporate a "rate of change" alarm that triggers when the temperature changes too fast-this is not a filter but a diagnostic. When troubleshooting noisy readings, check the grounding and shielding first; if those are correct, adjust the filter. If noise persists even with maximum filtering, the issue is likely severe EMI or a faulty thermocouple. Understanding the signal chain-from thermocouple to amplifier to filter to ADC-empowers users to optimise settings for their specific environment, achieving clean, stable temperature signals without sacrificing responsiveness.
