“…According to the field test results [15], nearly 68 % of defrosting 4 was unnecessary in a heating season in Beijing, China. For a T-T controlled ASHP 5 unit, mal-defrost mainly resulted from the fact that one important parameter, air 6 humidity, was not taken into account. Both air temperature and humidity affect 7 frosting in an ASHP unit.…”