To export the Budget to excel you would need to set up a Bundle containing a report for each business unit, and run the bundle, then export to Excel from there.

Use the P&L with Projected Total report, add a Bundle eg Budget by Projects, and select an individual Business Unit, review the report and add it to the Bundle one by one.