If the earbuds are left out of the case and disconnected from any devices for 10 mins, they will power down automatically.
To turn them back on, either press one of the buttons on the earbuds or place them back into the case, close the lid and then remove them.
Note - If Melomania 1 remains connected to a device, the earbuds will remain powered on.