md device not unmounting on reboot

On particular md device on our system never seems to unmount cleanly
on a restart. This causes us to have to fsck the device on EVERY boot,
which is kind of irritating because it is a large partition. 

Does anyone know why this could be happening and what we can do to
make it stop?

Thanks,
Micah