Time Capsule partly stops working after some hours
Try restoring to default settings. This won't erase any data stored on the Time Capsule, it will reset the network configuration.

Open AirPort Utility (Applications > Utilities > AirPort Utility) and right click on your time capsule. Select Restore Default Settings...



Then wait for it to restart, and follow the setup instructions.