Can the applicant / department file an appeal against the ruling pronounced by the Advance Ruling Authority

Yes. An appeal can be filed before the Appellate Authority of Advance Ruling within 30 days of communication of the advance ruling.

(ICAI FAQ PUBLICATIONS 06-09-2017 Advance ruling under GST: FAQ NO. 11)