To refresh the badge data, Awesome calendar must be turned on in
the Background App Refresh under iOS settings. Please check the
setting in the iOS settings app.
iPhone/iPad settings>General>Background App Refresh
And It might also happen when your device is in Low Power mode
because system automatically inactivates the background app refresh
to save the battery.