Hello lpeng,
Are you running V8.1 or V9.0A of Adagio Ledger?
If you have upgraded to V9.0A then you will need to go into the Financial Reporter and select Tools | View | Customize and click Reset for each toolbar. This will add the fiscal year to your fiscal period drop down.
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Andrew Bates