I set my desired temperature at 24 Degrees but the LED indicator goes back to 29 Degrees.

The temperature displaying (29oC) on the led display panel is the initial room temperature. For the unit to achieve your desired temperature, allow the room to cool down first. You will notice a decrease in temperature as it reaches your desired set temperature of 24 oC.