If the noise you hear sounds like a fan rotating very fast, this is normal.
Your Philips Airfryer has a fan inside which helps to keep its internal parts cool while the appliance is on.
This noise can be up to 65 dB (decibel), or as loud as the noise an average vacuum cleaner would make.
In this case, do not worry, there is nothing wrong with your airfryer.