Is there any form for claiming refund under Section 54

Yes, the person claiming refund has to make an application in Form GST RFD-01 (as per Chapter X- Refund of the CGST Rules, 2017).

(ICAI FAQ PUBLICATIONS 06-09-2017 REFUNDS : FAQ NO. 4)