This paper numerically investigates the characteristics of condensation formation on a cassette-type air conditioning (AC) indoor unit. To understand the cause of condensation, the heat and mass transfer near the outlet of the indoor unit was analyzed using a phase change model which takes the non-condensable gases into account. Numerical results showed a good agreement with the experimental ones with a maximum error of 4%.