Ubuntu

Comment 14 for bug 91389

You can connect to multiple VPN connections from the terminal just do:
sudo openvpn --config connection_1.ovpn &
sudo openvpn --config connection_2.ovpn &
...
sudo openvpn --config connection_N.ovpn &

only replace connection_N.ovpn with the config file you are using.