An ATM device may include an external frame, a touch screen component coupled to the external frame, and a heating element. The heating element may be positioned such that heat generated by the heating element is directed at the touch screen component. The ATM device may include a temperature sensor configured to detect a temperature of an environment of the ATM device, and may receive temperature measurement data from the temperature sensor, process the temperature measurement data after receiving the temperature measurement data, determine whether the temperature measurement data indicates that a current temperature of the environment satisfies a threshold based on processing the temperature measurement data, and perform an action to control an operating state of the heating element based on determining whether the temperature measurement data indicates that the current temperature of the environment satisfies the threshold.