Unfortunately, none fix is available. This isn't a config issue on your end — there's no manual enrollment path without the OEM-signed KEK, and Microsoft won't be issuing one for this model.
If all of these are true:
Secure Boot = On
Windows boots normally
BitLocker works
TPM works
No Event ID 1795/1796/1797 Secure Boot failures
No boot errors
Then event 1803 is generally considered informational and can often be ignored. Similar events have appeared on older systems as Microsoft introduced newer Secure Boot certificate updates.