Here you can find a description how to connect multiple iPads using Wireless MIDI (as an alternative connection instead of Bluetooth).

You will need a Wi-Fi router and all iPads must be connected to that Wi-Fi network. The Wi-Fi router doesn't need to be connected to Internet.

Select in the settings of "SongBook to SongBook connection" the connect mode "MIDI connection (via cable or wireless) on all iPads.