My case fans don't like starting in cold mornings, they make a strange noise, but that could also be dust on them ( I have cleaned the dust since). That would been on nights when it got down to -10C (14F) so not normal for my area
I had AI suite installed when I 1st made PC and had it controlling fans in PC, twice it got so cold in my room that it turned my CPU fan off completely. That soon makes you react and case fans suddenly hit max speed. I quickly removed the program and let the UEFI look after fans from that point on.