Three FIRs have been slapped against Rampal and his supporters, state DGP S N Vashisht told reporters in Chandigarh.
Police lobbed teargas shells and resorted to lathicharge to disperse Rampal's supporters who allegedly fired back, leaving over 200 persons, including over 100 policemen, followers and several media personnel, injured.
Tension mounted as supporters of Rampal refused to heed to repeated announcements by the police over loud speakers to allow them to enter the premises to arrest him.
Two policemen suffered bullet wounds. One woman sustained serious burn injuries and it remained unclear how she sustained these, the DGP said.
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He said police operations would continue till Rampal, who is "definitely" holed up inside the ashram, is brought out, and produced before the Punjab and Haryana High Court at Chandigarh, which has issued a fresh non-bailable warrant against him in a contempt case.
The FIRs have been slapped against Rampal as he has been held responsible for the violence and injuries to dozens and putting innocent lives at stake, he said.
The other is against Rampal and others for keeping followers hostage inside the Ashram.
The entire operation being carried out by police and paramilitary forces was described by Vashisht as "very tough" since they were dealing with presence of many women and children inside.
Police said that some injured had been admitted to various hospitals at Hissar, Barwala, Agroha and Uklana after being injured in the violence.