As others pointed out, sed may not be the right command. However, if you really want to use sed and not any other command (awk might have been a good option) :

printf 'Hello wor=\r\nld\n' | sed -z 's/=\r\n//g'

Use -z option to handle multi-line matching.

Expected output :

Hello world