definitely. capacitors do age, all though sounds like you had some bad caps. but slap a replacement in. as long as it delivers the needed power and had the right connectors there shouldn't be an.issue.
sounds lke its for a low power situation but some PSUs do suck. feel free to ask and give parts if you.like