I have similar issues with my Samsung Chromebook and networks at two different locations (so far). The Chromebook has real problems finding and remembering wi-fi networks and is much flakier than my MacBook and iMac when it comes to networks. This flakiness makes using the Chromebook an exercise in frustration. Since its entire reason for existence is for being ONLINE, this is one feature that should just work.