Tables are your friend, as Steve has pointed out. But it's useful to remember the number 40mV per degree C, for a quick estimate. Most types are in that territory at room temperature, decreasing at very low temps, increasing somewhat at high temps.
The thermocouple (T/C) tables are valid only when the cold end is ice point or cold junction referenced.
The T/C tables do not provide a direct value when the 'cold' end is at any temperature other than 0°C, or when ice point or cold junction compensation is not implemented.
For instance, take a type K thermocouple lying on a bench top at an ambient temperature of 30°C. The temperature of both ends of the T/C is identical at 30.0°C.
A thermocouple table gives a value of 1.203mV for 30.0°C. But measuring the output of the T/C will give a reading of 0.0mV, because there is no thermal gradient across the thermocouple, even though the 'hot' end is at 30°C.
The temperature of the cold end junction point must be added to the uncompensated temperature value read from a mV table.
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