Which version of OpenLP are you using? Which platform are you using? Are there any error messages? Have you looked at the Troubleshooting section of the manual?
I'm using OpenLP 2.4.6 on Windows 10. No error messages. I just went into Configure OpenLP and it skips Remote Interface, just goes from Projectors to Songs.