I have experienced this too. iPad wifi takes about 30-40 minutes to connect, and then once it does, it works fine.
Trouble is, if you are used to turning the wifi on and off as you need to use it, it becomes problematic.
There has been an ongoing issue with Wifi and mobile devices since they introduced 8.0. It seems every patch it temporarily works then fails.
It's getting really frustrating to even use the ipad. There is a massive bug with wifi and it really should be a priority fix for Apple, since being unable to connect to wifi -- or having it take forever to connect -- is a game-breaking issue, rendering the device effectively useless.