When using "Blind marking" there should be an automatic reminder sent by email in a selectable numer of days before "due time" (and/or cut-off time when used) to students who has not submitted yet.

This would of course be a good feature also when not using Blind marking, but it's more urgent when using blind marking and you cannot tell who has submitted and not.