The difference between the intended setpoint and the observed temperature is the error value that temperature controller pid continually compute. The controller modifies the output in order to reduce error and keep the temperature at the setpoint based on this error value. The proportional, integral, and derivative terms are combined to form the output signal, each of which adds to the total control action.