If you rent a storage unit (for example at a 24/7 lockup) or a office location for the purposes of your self employment, you can claim this as an expense as it is essential to your business operations.
The rental agreement should be made to yourself, but keep copies of all receipts and invoices from the storage organisation for the purpose of your tax return.