The data obtained from a heating and cooling system comprised of a fan coil
unit integrated air source heat pump used in Istanbul, Turkey, as well as
data on outdoor conditions, was analyzed in this study. The analysis was
carried out with the help of the moderated mediation model, which is
included as a process analysis in the ?Statistical Package for the Social
Sciences? application. In this study, a mathematical model of the moderated
mediation model was created and the efficiency coefficients of the
parameters effecting performance were calculated. It was discovered that the
effect of medium and high relative humidity values on the outdoor
temperature was about 4.81%. The heat pump fails to transmit heat to the
environment outside as a result of medium and high relative humidity values
increasing the outdoor temperature. As a result of this it has been found
that relative humidity values have a negative effect on the water
temperature entering the fan coil unit by approximately -1.18%. This result
of the study shows that the outlet water temperature of the fan coil unit
does not adequately cool the rooms in the summer. It has been discovered
that while wind velocity negatively affects performance affecting
parameters, low relative humidity values have no effect on them.