Unless it's overheating or they are old, it's probably not an issue, check your fan settings in the BIOS. See if they are set maybe to 0 when the temperature is at it's lowest threshold.
Either that or check the cables are well fitted in the mulex/fan plug. Should be easy to do even if you're not an expert, just unplug your PC first.