We have to try partial credit memo for Magento 2.2.0 shop admin for below step:
1) Proceed order with default payment and Grand Total are
2) Create the Invoice.
3) Try to Credit memo with Adjustment Fee are
After refund, Order status set Closed status.
And Credit memo button are not available in order history.
How to fix this issue....!