We love Apple, but even they are not perfect!
Push Notifications are awesome but sometimes your iPad can drop push notification connection. Weird, but it happens.
There are couple things you can try to resolve this:
Turn off Wi-Fi, turn on Airplane mode, then reconnect to Wi-Fi OR
Connect to another Wi-Fi network for a while and then switch back to yours OR
Restart your device