Well I was having the same issues, and I discovered that airplane mode was accidentally turned to "on". I am hoping this is the solution and that I don't have anymore issues!
If you were having intermittent problems I don't think this is your problem. Turning airplane mode 'on' completely disables WiFi, Bluetooth and many other features on the iPad. If you were not getting any WiFi at all then this could have been your problem