1. to denounce or berate severely; flay verbally: He was excoriated for his mistakes.
2. to strip off or remove the skin from: Her palms were excoriated by the hard labor of shoveling.
http://dictionary.reference.com/browse/excoriate
It took a lot for him to yell at people, but when he did, he completely excoriated them.