[exim] Mail Queue

Email received for a certian domain is being relayed to another server.
When the destination server is down the email sits on the queue, but
when the destination server is back up the email does not get sent,
unless I at least send one email for that domain using "exim -v -M $ID".
Is there a way that I can get the emails for that domain to get sent
automatically.