No, unfortunately it is not possible to download more than one invoice at a time.
A single invoice is issued per shipment (except in the case of deferred payment with an invoice every 15th and 31st of the month). You can download this directly from your account under ‘Settings’ --> ‘Billing’ --> ‘My invoices’