Abstract: Air conditioning system has flexibility potential to some degree. However, there exist some uncertainties during demand response. This paper adds deviation of indoor temperature to the typical equivalent thermal parameters model and builds air conditioning model considering uncertainty. In this paper, air conditioning aggregators participate in day-ahead scheduling of power system as demand response resources. The optimal strategy of contract capacity is proposed aiming at maximizing the profits of aggregators.