How do I remove/hide past bin locations from inventory items?

I would like to remove old bin locations from an inventory item. We move our product regularly and would like to be able to hide the old bin locations and only have the default location showing. 

It is difficult to run inventory reports with zero qty showing on current bins, as all the old locations also show up. I would like only the default locations with zero to show up. 

Is there a way to do that.