It seems to be the norm on a DS3.
Fan doesn't start at all until the board thinks it is necessary and then it controls it as it sees fit.
In the BIOS, under PC Health, if you set the CPU Smart fan control method to Legacy and the Smart fan control mode to PWM, then the fan will always run but at a reasonably low, quiet speed (1080RPM, or there abouts).