Bill To and Ship To for DEPOT opertaions

We have a business requirement which is as follows

Depot orders the Delivery Order to the Plant for delivery and sale to customer directly from the plant. While the sale invoice is generated from Depot.

The above mentioned process will take out the unnecessary requirement of stock transfer from plant to depot and then depo to customer.

Please advice how we can map this scenario in SAP.