Go to Lookup Orders and Invoices and hit the toggle button beside the refresh button at the top of the screen to switch the view to Look up Invoices.
Click Batch Invoicing.
Select multiple pending invoices and click Finalize Invoices.

Boom! Multiple invoices done in one click.